{"env_info": "sys.platform: linux\nPython: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0]\nCUDA available: True\nGPU 0: GeForce GTX 1080 Ti\nCUDA_HOME: /cluster/apps/cuda/10.1\nNVCC: Cuda compilation tools, release 10.1, V10.1.243\nGCC: gcc (GCC) 7.3.0\nPyTorch: 1.7.0\nPyTorch compiling details: PyTorch built with:\n  - GCC 7.3\n  - C++ Version: 201402\n  - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications\n  - Intel(R) MKL-DNN v1.6.0 (Git Hash 5ef631a030a6f73131c77892041042805a06064f)\n  - OpenMP 201511 (a.k.a. OpenMP 4.5)\n  - NNPACK is enabled\n  - CPU capability usage: AVX2\n  - CUDA Runtime 10.1\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_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37\n  - CuDNN 7.6.3\n  - Magma 2.5.2\n  - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_VULKAN_WRAPPER -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.8.0\nOpenCV: 4.5.5\nMMCV: 1.4.3\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 10.1\nMMRotate: 0.1.0+unknown", "config": "dataset_type = 'DOTADataset'\ndata_root = '/cluster/home/it_stu198/main/datasets/split_1024_dota1_0/'\nimg_norm_cfg = dict(\n    mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ntrain_pipeline = [\n    dict(type='LoadImageFromFile'),\n    dict(type='LoadAnnotations', with_bbox=True),\n    dict(type='RResize', img_scale=(1024, 1024)),\n    dict(\n        type='RRandomFlip',\n        flip_ratio=[0.25, 0.25, 0.25],\n        direction=['horizontal', 'vertical', 'diagonal'],\n        version='oc'),\n    dict(\n        type='Normalize',\n        mean=[123.675, 116.28, 103.53],\n        std=[58.395, 57.12, 57.375],\n        to_rgb=True),\n    dict(type='Pad', size_divisor=32),\n    dict(type='DefaultFormatBundle'),\n    dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels'])\n]\ntest_pipeline = [\n    dict(type='LoadImageFromFile'),\n    dict(\n        type='MultiScaleFlipAug',\n        img_scale=(1024, 1024),\n        flip=False,\n        transforms=[\n            dict(type='RResize'),\n            dict(\n                type='Normalize',\n                mean=[123.675, 116.28, 103.53],\n                std=[58.395, 57.12, 57.375],\n                to_rgb=True),\n            dict(type='Pad', size_divisor=32),\n            dict(type='DefaultFormatBundle'),\n            dict(type='Collect', keys=['img'])\n        ])\n]\ndata = dict(\n    samples_per_gpu=2,\n    workers_per_gpu=2,\n    train=dict(\n        type='DOTADataset',\n        ann_file=\n        '/cluster/home/it_stu198/main/datasets/split_1024_dota1_0/trainval/annfiles/',\n        img_prefix=\n        '/cluster/home/it_stu198/main/datasets/split_1024_dota1_0/trainval/images/',\n        pipeline=[\n            dict(type='LoadImageFromFile'),\n            dict(type='LoadAnnotations', with_bbox=True),\n            dict(type='RResize', img_scale=(1024, 1024)),\n            dict(\n                type='RRandomFlip',\n                flip_ratio=[0.25, 0.25, 0.25],\n                direction=['horizontal', 'vertical', 'diagonal'],\n                version='oc'),\n            dict(\n                type='Normalize',\n                mean=[123.675, 116.28, 103.53],\n                std=[58.395, 57.12, 57.375],\n                to_rgb=True),\n            dict(type='Pad', size_divisor=32),\n            dict(type='DefaultFormatBundle'),\n            dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels'])\n        ],\n        version='oc'),\n    val=dict(\n        type='DOTADataset',\n        ann_file=\n        '/cluster/home/it_stu198/main/datasets/split_1024_dota1_0/trainval/annfiles/',\n        img_prefix=\n        '/cluster/home/it_stu198/main/datasets/split_1024_dota1_0/trainval/images/',\n        pipeline=[\n            dict(type='LoadImageFromFile'),\n            dict(\n                type='MultiScaleFlipAug',\n                img_scale=(1024, 1024),\n                flip=False,\n                transforms=[\n                    dict(type='RResize'),\n                    dict(\n                        type='Normalize',\n                        mean=[123.675, 116.28, 103.53],\n                        std=[58.395, 57.12, 57.375],\n                        to_rgb=True),\n                    dict(type='Pad', size_divisor=32),\n                    dict(type='DefaultFormatBundle'),\n                    dict(type='Collect', keys=['img'])\n                ])\n        ],\n        version='oc'),\n    test=dict(\n        type='DOTADataset',\n        ann_file=\n        '/cluster/home/it_stu198/main/datasets/split_1024_dota1_0/test/images/',\n        img_prefix=\n        '/cluster/home/it_stu198/main/datasets/split_1024_dota1_0/test/images/',\n        pipeline=[\n            dict(type='LoadImageFromFile'),\n            dict(\n                type='MultiScaleFlipAug',\n                img_scale=(1024, 1024),\n                flip=False,\n                transforms=[\n                    dict(type='RResize'),\n                    dict(\n                        type='Normalize',\n                        mean=[123.675, 116.28, 103.53],\n                        std=[58.395, 57.12, 57.375],\n                        to_rgb=True),\n                    dict(type='Pad', size_divisor=32),\n                    dict(type='DefaultFormatBundle'),\n                    dict(type='Collect', keys=['img'])\n                ])\n        ],\n        version='oc'))\nevaluation = dict(interval=12, metric='mAP')\noptimizer = dict(type='SGD', lr=0.0025, momentum=0.9, weight_decay=0.0001)\noptimizer_config = dict(grad_clip=dict(max_norm=35, norm_type=2))\nlr_config = dict(\n    policy='step',\n    warmup='linear',\n    warmup_iters=500,\n    warmup_ratio=0.3333333333333333,\n    step=[8, 11])\nrunner = dict(type='EpochBasedRunner', max_epochs=12)\ncheckpoint_config = dict(interval=12)\nlog_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\nangle_version = 'oc'\nmodel = dict(\n    type='RotatedRetinaNet',\n    backbone=dict(\n        type='ResNet',\n        depth=50,\n        num_stages=4,\n        out_indices=(0, 1, 2, 3),\n        frozen_stages=1,\n        zero_init_residual=False,\n        norm_cfg=dict(type='BN', requires_grad=True),\n        norm_eval=True,\n        style='pytorch',\n        init_cfg=dict(type='Pretrained', checkpoint='torchvision://resnet50')),\n    neck=dict(\n        type='FPN',\n        in_channels=[256, 512, 1024, 2048],\n        out_channels=256,\n        start_level=1,\n        add_extra_convs='on_input',\n        num_outs=5),\n    bbox_head=dict(\n        type='KFIoURRetinaHead',\n        num_classes=15,\n        in_channels=256,\n        stacked_convs=4,\n        feat_channels=256,\n        assign_by_circumhbbox='oc',\n        anchor_generator=dict(\n            type='RotatedAnchorGenerator',\n            octave_base_scale=4,\n            scales_per_octave=3,\n            ratios=[1.0, 0.5, 2.0],\n            strides=[8, 16, 32, 64, 128]),\n        bbox_coder=dict(\n            type='DeltaXYWHAOBBoxCoder',\n            angle_range='oc',\n            norm_factor=None,\n            edge_swap=False,\n            proj_xy=False,\n            target_means=(0.0, 0.0, 0.0, 0.0, 0.0),\n            target_stds=(1.0, 1.0, 1.0, 1.0, 1.0)),\n        loss_cls=dict(\n            type='FocalLoss',\n            use_sigmoid=True,\n            gamma=2.0,\n            alpha=0.25,\n            loss_weight=1.0),\n        loss_bbox=dict(type='KFLoss', loss_weight=5.0)),\n    train_cfg=dict(\n        assigner=dict(\n            type='MaxIoUAssigner',\n            pos_iou_thr=0.5,\n            neg_iou_thr=0.4,\n            min_pos_iou=0,\n            ignore_iof_thr=-1,\n            iou_calculator=dict(type='RBboxOverlaps2D')),\n        allowed_border=-1,\n        pos_weight=-1,\n        debug=False),\n    test_cfg=dict(\n        nms_pre=2000,\n        min_bbox_size=0,\n        score_thr=0.05,\n        nms=dict(iou_thr=0.1),\n        max_per_img=2000))\nwork_dir = './work_dirs/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc'\nauto_resume = False\ngpu_ids = range(0, 1)\n", "seed": 518, "exp_name": "rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc.py"}
{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.001, "memory": 3262, "data_time": 0.41404, "loss_cls": 1.15289, "loss_bbox": 4.36381, "loss": 5.5167, "grad_norm": 0.86872, "time": 1.33598}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.00116, "memory": 3262, "data_time": 0.00631, "loss_cls": 1.14775, "loss_bbox": 4.29293, "loss": 5.44068, "grad_norm": 1.27844, "time": 0.91398}
{"mode": "train", "epoch": 1, "iter": 150, "lr": 0.00133, "memory": 3262, "data_time": 0.00626, "loss_cls": 1.1373, "loss_bbox": 4.26148, "loss": 5.39878, "grad_norm": 2.84704, "time": 0.92348}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0015, "memory": 3262, "data_time": 0.00627, "loss_cls": 1.11668, "loss_bbox": 4.27593, "loss": 5.39261, "grad_norm": 4.32561, "time": 0.89457}
{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.00166, "memory": 3262, "data_time": 0.00629, "loss_cls": 1.02542, "loss_bbox": 4.26026, "loss": 5.28567, "grad_norm": 6.0581, "time": 0.89521}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.00183, "memory": 3262, "data_time": 0.0063, "loss_cls": 1.06913, "loss_bbox": 4.23778, "loss": 5.30691, "grad_norm": 6.83859, "time": 0.85637}
{"mode": "train", "epoch": 1, "iter": 350, "lr": 0.002, "memory": 3350, "data_time": 0.00628, "loss_cls": 0.98765, "loss_bbox": 4.231, "loss": 5.21864, "grad_norm": 6.84189, "time": 0.93451}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.00216, "memory": 3350, "data_time": 0.00632, "loss_cls": 0.98756, "loss_bbox": 4.18796, "loss": 5.17553, "grad_norm": 5.99876, "time": 0.89476}
{"mode": "train", "epoch": 1, "iter": 450, "lr": 0.00233, "memory": 3350, "data_time": 0.00631, "loss_cls": 0.94878, "loss_bbox": 4.17358, "loss": 5.12236, "grad_norm": 7.71165, "time": 0.92498}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0025, "memory": 3350, "data_time": 0.00632, "loss_cls": 1.01916, "loss_bbox": 4.14396, "loss": 5.16312, "grad_norm": 8.71971, "time": 0.89565}
{"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0025, "memory": 3350, "data_time": 0.00628, "loss_cls": 1.02718, "loss_bbox": 4.11471, "loss": 5.1419, "grad_norm": 5.16324, "time": 0.9367}
{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0025, "memory": 3350, "data_time": 0.00627, "loss_cls": 1.00581, "loss_bbox": 4.06024, "loss": 5.06605, "grad_norm": 7.33122, "time": 0.90166}
{"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0025, "memory": 3350, "data_time": 0.00631, "loss_cls": 1.03973, "loss_bbox": 4.03634, "loss": 5.07607, "grad_norm": 5.10733, "time": 0.9153}
{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0025, "memory": 3350, "data_time": 0.00626, "loss_cls": 0.95903, "loss_bbox": 4.03825, "loss": 4.99729, "grad_norm": 5.41481, "time": 0.90982}
{"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0025, "memory": 3350, "data_time": 0.00629, "loss_cls": 0.87825, "loss_bbox": 4.03854, "loss": 4.91678, "grad_norm": 5.94314, "time": 0.89945}
{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0025, "memory": 3350, "data_time": 0.00632, "loss_cls": 0.9907, "loss_bbox": 3.97764, "loss": 4.96834, "grad_norm": 5.18317, "time": 0.91068}
{"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0025, "memory": 3350, "data_time": 0.00629, "loss_cls": 0.91206, "loss_bbox": 3.99403, "loss": 4.90609, "grad_norm": 5.54651, "time": 0.90783}
{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0025, "memory": 3350, "data_time": 0.00627, "loss_cls": 0.82006, "loss_bbox": 3.96639, "loss": 4.78645, "grad_norm": 7.30397, "time": 0.88257}
{"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0025, "memory": 3350, "data_time": 0.00629, "loss_cls": 0.96978, "loss_bbox": 4.04951, "loss": 5.01929, "grad_norm": 5.13481, "time": 0.90968}
{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0025, "memory": 3350, "data_time": 0.00625, "loss_cls": 0.91052, "loss_bbox": 3.97711, "loss": 4.88763, "grad_norm": 5.75213, "time": 0.91804}
{"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0025, "memory": 3350, "data_time": 0.00628, "loss_cls": 0.83979, "loss_bbox": 3.92885, "loss": 4.76863, "grad_norm": 5.69521, "time": 0.92223}
{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0025, "memory": 3350, "data_time": 0.00632, "loss_cls": 0.95242, "loss_bbox": 3.93525, "loss": 4.88767, "grad_norm": 4.53355, "time": 0.89777}
{"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0025, "memory": 3350, "data_time": 0.00629, "loss_cls": 0.93396, "loss_bbox": 3.95619, "loss": 4.89015, "grad_norm": 4.99544, "time": 0.8805}
{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0025, "memory": 3350, "data_time": 0.00633, "loss_cls": 0.81599, "loss_bbox": 3.99911, "loss": 4.81509, "grad_norm": 6.316, "time": 0.91393}
{"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0025, "memory": 3350, "data_time": 0.00646, "loss_cls": 0.74798, "loss_bbox": 3.90259, "loss": 4.65057, "grad_norm": 5.33105, "time": 0.92373}
{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0025, "memory": 3350, "data_time": 0.00637, "loss_cls": 0.75553, "loss_bbox": 3.93898, "loss": 4.69451, "grad_norm": 5.99248, "time": 0.9465}
{"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0025, "memory": 3350, "data_time": 0.00643, "loss_cls": 0.83472, "loss_bbox": 3.97315, "loss": 4.80788, "grad_norm": 5.05575, "time": 0.93272}
{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0025, "memory": 3350, "data_time": 0.00635, "loss_cls": 0.88706, "loss_bbox": 3.91805, "loss": 4.80511, "grad_norm": 6.0032, "time": 0.90532}
{"mode": "train", "epoch": 1, "iter": 1450, "lr": 0.0025, "memory": 3350, "data_time": 0.00635, "loss_cls": 0.73542, "loss_bbox": 3.89304, "loss": 4.62846, "grad_norm": 4.97289, "time": 0.95065}
{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.0025, "memory": 3444, "data_time": 0.00636, "loss_cls": 0.74442, "loss_bbox": 3.92984, "loss": 4.67425, "grad_norm": 5.50746, "time": 0.9234}
{"mode": "train", "epoch": 1, "iter": 1550, "lr": 0.0025, "memory": 3444, "data_time": 0.00633, "loss_cls": 0.75299, "loss_bbox": 3.88797, "loss": 4.64097, "grad_norm": 5.64785, "time": 0.87369}
{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.0025, "memory": 3444, "data_time": 0.00637, "loss_cls": 0.75828, "loss_bbox": 3.88039, "loss": 4.63866, "grad_norm": 5.15078, "time": 0.91403}
{"mode": "train", "epoch": 1, "iter": 1650, "lr": 0.0025, "memory": 3444, "data_time": 0.00635, "loss_cls": 0.75204, "loss_bbox": 3.85083, "loss": 4.60287, "grad_norm": 5.82328, "time": 0.8912}
{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.0025, "memory": 3444, "data_time": 0.00634, "loss_cls": 0.71501, "loss_bbox": 3.84318, "loss": 4.55819, "grad_norm": 5.08287, "time": 0.9037}
{"mode": "train", "epoch": 1, "iter": 1750, "lr": 0.0025, "memory": 3444, "data_time": 0.00638, "loss_cls": 0.76318, "loss_bbox": 3.88593, "loss": 4.64912, "grad_norm": 5.75646, "time": 0.94025}
{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.0025, "memory": 3444, "data_time": 0.0064, "loss_cls": 0.70963, "loss_bbox": 3.89625, "loss": 4.60588, "grad_norm": 5.13043, "time": 0.91168}
{"mode": "train", "epoch": 1, "iter": 1850, "lr": 0.0025, "memory": 3444, "data_time": 0.00638, "loss_cls": 0.81164, "loss_bbox": 3.91399, "loss": 4.72563, "grad_norm": 5.65526, "time": 0.89402}
{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.80481, "loss_bbox": 3.90668, "loss": 4.71149, "grad_norm": 5.03236, "time": 0.93868}
{"mode": "train", "epoch": 1, "iter": 1950, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.88607, "loss_bbox": 3.89331, "loss": 4.77938, "grad_norm": 6.74038, "time": 0.88957}
{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.0025, "memory": 3444, "data_time": 0.0064, "loss_cls": 0.82087, "loss_bbox": 3.91715, "loss": 4.73802, "grad_norm": 6.39311, "time": 0.89733}
{"mode": "train", "epoch": 1, "iter": 2050, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.80215, "loss_bbox": 3.81581, "loss": 4.61797, "grad_norm": 5.26941, "time": 0.93278}
{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.0025, "memory": 3444, "data_time": 0.00641, "loss_cls": 0.73158, "loss_bbox": 3.82848, "loss": 4.56007, "grad_norm": 5.24187, "time": 0.93148}
{"mode": "train", "epoch": 1, "iter": 2150, "lr": 0.0025, "memory": 3444, "data_time": 0.0064, "loss_cls": 0.67569, "loss_bbox": 3.84005, "loss": 4.51574, "grad_norm": 5.01236, "time": 0.91954}
{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.72103, "loss_bbox": 3.81251, "loss": 4.53354, "grad_norm": 5.56899, "time": 0.89499}
{"mode": "train", "epoch": 1, "iter": 2250, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.77902, "loss_bbox": 3.81895, "loss": 4.59797, "grad_norm": 5.35502, "time": 0.91594}
{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.0025, "memory": 3444, "data_time": 0.0064, "loss_cls": 0.70148, "loss_bbox": 3.87604, "loss": 4.57752, "grad_norm": 5.41278, "time": 0.92704}
{"mode": "train", "epoch": 1, "iter": 2350, "lr": 0.0025, "memory": 3444, "data_time": 0.00644, "loss_cls": 0.63733, "loss_bbox": 3.84789, "loss": 4.48522, "grad_norm": 5.05348, "time": 0.94694}
{"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.0025, "memory": 3444, "data_time": 0.00643, "loss_cls": 0.72905, "loss_bbox": 3.84833, "loss": 4.57738, "grad_norm": 5.73131, "time": 0.9171}
{"mode": "train", "epoch": 1, "iter": 2450, "lr": 0.0025, "memory": 3444, "data_time": 0.00643, "loss_cls": 0.81748, "loss_bbox": 3.85593, "loss": 4.67341, "grad_norm": 5.42956, "time": 0.91074}
{"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.0025, "memory": 3444, "data_time": 0.00639, "loss_cls": 0.74043, "loss_bbox": 3.83969, "loss": 4.58012, "grad_norm": 5.2267, "time": 0.92321}
{"mode": "train", "epoch": 1, "iter": 2550, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.67232, "loss_bbox": 3.82465, "loss": 4.49697, "grad_norm": 4.73537, "time": 0.92578}
{"mode": "train", "epoch": 1, "iter": 2600, "lr": 0.0025, "memory": 3444, "data_time": 0.00641, "loss_cls": 0.64209, "loss_bbox": 3.82214, "loss": 4.46423, "grad_norm": 4.77023, "time": 0.91098}
{"mode": "train", "epoch": 1, "iter": 2650, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.70589, "loss_bbox": 3.79537, "loss": 4.50126, "grad_norm": 5.4725, "time": 0.9291}
{"mode": "train", "epoch": 1, "iter": 2700, "lr": 0.0025, "memory": 3444, "data_time": 0.00647, "loss_cls": 0.80115, "loss_bbox": 3.83843, "loss": 4.63958, "grad_norm": 7.601, "time": 0.95573}
{"mode": "train", "epoch": 1, "iter": 2750, "lr": 0.0025, "memory": 3444, "data_time": 0.00644, "loss_cls": 0.90074, "loss_bbox": 3.83769, "loss": 4.73842, "grad_norm": 6.18791, "time": 0.91682}
{"mode": "train", "epoch": 1, "iter": 2800, "lr": 0.0025, "memory": 3444, "data_time": 0.00638, "loss_cls": 0.80845, "loss_bbox": 3.8323, "loss": 4.64075, "grad_norm": 5.42629, "time": 0.92776}
{"mode": "train", "epoch": 1, "iter": 2850, "lr": 0.0025, "memory": 3444, "data_time": 0.00644, "loss_cls": 0.68415, "loss_bbox": 3.75829, "loss": 4.44243, "grad_norm": 4.99847, "time": 0.9477}
{"mode": "train", "epoch": 1, "iter": 2900, "lr": 0.0025, "memory": 3444, "data_time": 0.00645, "loss_cls": 0.68846, "loss_bbox": 3.84171, "loss": 4.53016, "grad_norm": 4.88841, "time": 0.91998}
{"mode": "train", "epoch": 1, "iter": 2950, "lr": 0.0025, "memory": 3444, "data_time": 0.0064, "loss_cls": 0.72535, "loss_bbox": 3.90223, "loss": 4.62758, "grad_norm": 5.16084, "time": 0.9383}
{"mode": "train", "epoch": 1, "iter": 3000, "lr": 0.0025, "memory": 3444, "data_time": 0.00639, "loss_cls": 0.64712, "loss_bbox": 3.84669, "loss": 4.49381, "grad_norm": 5.13165, "time": 0.94192}
{"mode": "train", "epoch": 1, "iter": 3050, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.6016, "loss_bbox": 3.77695, "loss": 4.37855, "grad_norm": 4.9605, "time": 0.90753}
{"mode": "train", "epoch": 1, "iter": 3100, "lr": 0.0025, "memory": 3444, "data_time": 0.00645, "loss_cls": 0.59255, "loss_bbox": 3.86687, "loss": 4.45942, "grad_norm": 4.62208, "time": 0.94763}
{"mode": "train", "epoch": 1, "iter": 3150, "lr": 0.0025, "memory": 3444, "data_time": 0.0064, "loss_cls": 0.64992, "loss_bbox": 3.84341, "loss": 4.49334, "grad_norm": 5.73984, "time": 0.94444}
{"mode": "train", "epoch": 1, "iter": 3200, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.66356, "loss_bbox": 3.78216, "loss": 4.44573, "grad_norm": 5.60949, "time": 0.92519}
{"mode": "train", "epoch": 1, "iter": 3250, "lr": 0.0025, "memory": 3444, "data_time": 0.00644, "loss_cls": 0.68155, "loss_bbox": 3.80934, "loss": 4.49088, "grad_norm": 5.73347, "time": 0.85933}
{"mode": "train", "epoch": 1, "iter": 3300, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.62176, "loss_bbox": 3.78285, "loss": 4.40462, "grad_norm": 5.02395, "time": 0.91936}
{"mode": "train", "epoch": 1, "iter": 3350, "lr": 0.0025, "memory": 3444, "data_time": 0.00639, "loss_cls": 0.57107, "loss_bbox": 3.82602, "loss": 4.39709, "grad_norm": 5.04023, "time": 0.87446}
{"mode": "train", "epoch": 1, "iter": 3400, "lr": 0.0025, "memory": 3444, "data_time": 0.00644, "loss_cls": 0.57192, "loss_bbox": 3.74947, "loss": 4.32138, "grad_norm": 4.56879, "time": 0.91903}
{"mode": "train", "epoch": 1, "iter": 3450, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.57749, "loss_bbox": 3.77525, "loss": 4.35274, "grad_norm": 5.35226, "time": 0.90245}
{"mode": "train", "epoch": 1, "iter": 3500, "lr": 0.0025, "memory": 3444, "data_time": 0.00641, "loss_cls": 0.57563, "loss_bbox": 3.76788, "loss": 4.34351, "grad_norm": 5.59393, "time": 0.90774}
{"mode": "train", "epoch": 1, "iter": 3550, "lr": 0.0025, "memory": 3444, "data_time": 0.0064, "loss_cls": 0.64719, "loss_bbox": 3.78437, "loss": 4.43156, "grad_norm": 5.397, "time": 0.92001}
{"mode": "train", "epoch": 1, "iter": 3600, "lr": 0.0025, "memory": 3444, "data_time": 0.00641, "loss_cls": 0.6138, "loss_bbox": 3.76725, "loss": 4.38105, "grad_norm": 5.73878, "time": 0.88712}
{"mode": "train", "epoch": 1, "iter": 3650, "lr": 0.0025, "memory": 3444, "data_time": 0.00643, "loss_cls": 0.66764, "loss_bbox": 3.81138, "loss": 4.47902, "grad_norm": 5.6857, "time": 0.91423}
{"mode": "train", "epoch": 1, "iter": 3700, "lr": 0.0025, "memory": 3444, "data_time": 0.00643, "loss_cls": 0.57636, "loss_bbox": 3.78327, "loss": 4.35963, "grad_norm": 4.68608, "time": 0.89986}
{"mode": "train", "epoch": 1, "iter": 3750, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.68787, "loss_bbox": 3.82664, "loss": 4.51451, "grad_norm": 6.19089, "time": 0.87784}
{"mode": "train", "epoch": 1, "iter": 3800, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.63163, "loss_bbox": 3.75522, "loss": 4.38685, "grad_norm": 5.69236, "time": 0.92642}
{"mode": "train", "epoch": 1, "iter": 3850, "lr": 0.0025, "memory": 3444, "data_time": 0.00641, "loss_cls": 0.76399, "loss_bbox": 3.82546, "loss": 4.58945, "grad_norm": 6.06918, "time": 0.9123}
{"mode": "train", "epoch": 1, "iter": 3900, "lr": 0.0025, "memory": 3444, "data_time": 0.00639, "loss_cls": 0.56635, "loss_bbox": 3.75772, "loss": 4.32406, "grad_norm": 4.41817, "time": 0.91233}
{"mode": "train", "epoch": 1, "iter": 3950, "lr": 0.0025, "memory": 3444, "data_time": 0.00643, "loss_cls": 0.62533, "loss_bbox": 3.78185, "loss": 4.40718, "grad_norm": 5.46997, "time": 0.90646}
{"mode": "train", "epoch": 1, "iter": 4000, "lr": 0.0025, "memory": 3444, "data_time": 0.00642, "loss_cls": 0.60795, "loss_bbox": 3.82151, "loss": 4.42945, "grad_norm": 5.14782, "time": 0.8851}
{"mode": "train", "epoch": 1, "iter": 4050, "lr": 0.0025, "memory": 3444, "data_time": 0.00644, "loss_cls": 0.50933, "loss_bbox": 3.7347, "loss": 4.24403, "grad_norm": 4.58067, "time": 0.90729}
{"mode": "train", "epoch": 1, "iter": 4100, "lr": 0.0025, "memory": 3444, "data_time": 0.00643, "loss_cls": 0.62984, "loss_bbox": 3.76825, "loss": 4.39809, "grad_norm": 5.27111, "time": 0.91342}
{"mode": "train", "epoch": 1, "iter": 4150, "lr": 0.0025, "memory": 3444, "data_time": 0.00643, "loss_cls": 0.55356, "loss_bbox": 3.82474, "loss": 4.3783, "grad_norm": 5.03494, "time": 0.93003}
{"mode": "train", "epoch": 1, "iter": 4200, "lr": 0.0025, "memory": 3444, "data_time": 0.00645, "loss_cls": 0.54983, "loss_bbox": 3.82901, "loss": 4.37884, "grad_norm": 4.88673, "time": 0.93019}
{"mode": "train", "epoch": 1, "iter": 4250, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.51445, "loss_bbox": 3.70882, "loss": 4.22327, "grad_norm": 4.81486, "time": 0.95078}
{"mode": "train", "epoch": 1, "iter": 4300, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.49085, "loss_bbox": 3.68924, "loss": 4.18009, "grad_norm": 4.38193, "time": 0.91217}
{"mode": "train", "epoch": 1, "iter": 4350, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.56893, "loss_bbox": 3.76766, "loss": 4.33659, "grad_norm": 5.43684, "time": 0.92871}
{"mode": "train", "epoch": 1, "iter": 4400, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.55585, "loss_bbox": 3.74426, "loss": 4.30012, "grad_norm": 5.32754, "time": 0.88071}
{"mode": "train", "epoch": 1, "iter": 4450, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.53307, "loss_bbox": 3.79668, "loss": 4.32975, "grad_norm": 4.95402, "time": 0.92407}
{"mode": "train", "epoch": 1, "iter": 4500, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.51847, "loss_bbox": 3.7259, "loss": 4.24437, "grad_norm": 5.49293, "time": 0.88366}
{"mode": "train", "epoch": 1, "iter": 4550, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.55527, "loss_bbox": 3.78055, "loss": 4.33582, "grad_norm": 5.6181, "time": 0.90099}
{"mode": "train", "epoch": 1, "iter": 4600, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.55837, "loss_bbox": 3.69084, "loss": 4.24921, "grad_norm": 5.51831, "time": 0.90806}
{"mode": "train", "epoch": 1, "iter": 4650, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.55828, "loss_bbox": 3.76155, "loss": 4.31982, "grad_norm": 5.31785, "time": 0.9256}
{"mode": "train", "epoch": 1, "iter": 4700, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.64309, "loss_bbox": 3.74609, "loss": 4.38918, "grad_norm": 5.11331, "time": 0.89836}
{"mode": "train", "epoch": 1, "iter": 4750, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.52417, "loss_bbox": 3.73581, "loss": 4.25999, "grad_norm": 4.84836, "time": 0.89112}
{"mode": "train", "epoch": 1, "iter": 4800, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.52423, "loss_bbox": 3.72228, "loss": 4.2465, "grad_norm": 5.08398, "time": 0.91172}
{"mode": "train", "epoch": 1, "iter": 4850, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.56337, "loss_bbox": 3.71428, "loss": 4.27766, "grad_norm": 5.33764, "time": 0.86269}
{"mode": "train", "epoch": 1, "iter": 4900, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.5268, "loss_bbox": 3.77542, "loss": 4.30222, "grad_norm": 5.48704, "time": 0.9161}
{"mode": "train", "epoch": 1, "iter": 4950, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.55833, "loss_bbox": 3.74193, "loss": 4.30026, "grad_norm": 5.43361, "time": 0.88251}
{"mode": "train", "epoch": 1, "iter": 5000, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.52016, "loss_bbox": 3.71923, "loss": 4.23939, "grad_norm": 5.71115, "time": 0.88207}
{"mode": "train", "epoch": 1, "iter": 5050, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.63324, "loss_bbox": 3.77612, "loss": 4.40935, "grad_norm": 5.95572, "time": 0.89847}
{"mode": "train", "epoch": 1, "iter": 5100, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.52674, "loss_bbox": 3.73955, "loss": 4.26629, "grad_norm": 4.90081, "time": 0.92059}
{"mode": "train", "epoch": 1, "iter": 5150, "lr": 0.0025, "memory": 3468, "data_time": 0.00637, "loss_cls": 0.58681, "loss_bbox": 3.81208, "loss": 4.39889, "grad_norm": 5.95904, "time": 0.8959}
{"mode": "train", "epoch": 1, "iter": 5200, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.54903, "loss_bbox": 3.74692, "loss": 4.29595, "grad_norm": 5.51588, "time": 0.9245}
{"mode": "train", "epoch": 1, "iter": 5250, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.48003, "loss_bbox": 3.75304, "loss": 4.23307, "grad_norm": 4.86112, "time": 0.9188}
{"mode": "train", "epoch": 1, "iter": 5300, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.46764, "loss_bbox": 3.71356, "loss": 4.1812, "grad_norm": 4.62336, "time": 0.92558}
{"mode": "train", "epoch": 1, "iter": 5350, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.49296, "loss_bbox": 3.78268, "loss": 4.27564, "grad_norm": 5.17403, "time": 0.93915}
{"mode": "train", "epoch": 1, "iter": 5400, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.4821, "loss_bbox": 3.68468, "loss": 4.16678, "grad_norm": 4.66011, "time": 0.93926}
{"mode": "train", "epoch": 1, "iter": 5450, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.47814, "loss_bbox": 3.71876, "loss": 4.19691, "grad_norm": 5.07922, "time": 0.92356}
{"mode": "train", "epoch": 1, "iter": 5500, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.54383, "loss_bbox": 3.7088, "loss": 4.25263, "grad_norm": 5.31464, "time": 0.93641}
{"mode": "train", "epoch": 1, "iter": 5550, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.50587, "loss_bbox": 3.7317, "loss": 4.23757, "grad_norm": 5.30477, "time": 0.90857}
{"mode": "train", "epoch": 1, "iter": 5600, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.54976, "loss_bbox": 3.67242, "loss": 4.22219, "grad_norm": 5.43789, "time": 0.94062}
{"mode": "train", "epoch": 1, "iter": 5650, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.595, "loss_bbox": 3.71246, "loss": 4.30746, "grad_norm": 5.05842, "time": 0.89543}
{"mode": "train", "epoch": 1, "iter": 5700, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.5239, "loss_bbox": 3.75661, "loss": 4.28051, "grad_norm": 5.46387, "time": 0.90856}
{"mode": "train", "epoch": 1, "iter": 5750, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.46218, "loss_bbox": 3.67875, "loss": 4.14093, "grad_norm": 5.55155, "time": 0.85898}
{"mode": "train", "epoch": 1, "iter": 5800, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.4797, "loss_bbox": 3.68524, "loss": 4.16493, "grad_norm": 4.87977, "time": 0.91942}
{"mode": "train", "epoch": 1, "iter": 5850, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.53948, "loss_bbox": 3.79863, "loss": 4.33811, "grad_norm": 5.22816, "time": 0.92859}
{"mode": "train", "epoch": 1, "iter": 5900, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.54093, "loss_bbox": 3.70654, "loss": 4.24747, "grad_norm": 5.39025, "time": 0.89503}
{"mode": "train", "epoch": 1, "iter": 5950, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.48301, "loss_bbox": 3.69548, "loss": 4.17849, "grad_norm": 4.63582, "time": 0.92722}
{"mode": "train", "epoch": 1, "iter": 6000, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.49171, "loss_bbox": 3.69978, "loss": 4.19149, "grad_norm": 4.71888, "time": 0.93448}
{"mode": "train", "epoch": 1, "iter": 6050, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.45963, "loss_bbox": 3.69875, "loss": 4.15839, "grad_norm": 4.4915, "time": 0.94627}
{"mode": "train", "epoch": 1, "iter": 6100, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.46334, "loss_bbox": 3.68748, "loss": 4.15081, "grad_norm": 5.27465, "time": 0.91105}
{"mode": "train", "epoch": 1, "iter": 6150, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.71566, "loss_bbox": 3.73952, "loss": 4.45518, "grad_norm": 5.85957, "time": 0.94877}
{"mode": "train", "epoch": 1, "iter": 6200, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.52576, "loss_bbox": 3.75248, "loss": 4.27824, "grad_norm": 5.14694, "time": 0.92845}
{"mode": "train", "epoch": 1, "iter": 6250, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.44423, "loss_bbox": 3.72532, "loss": 4.16955, "grad_norm": 4.66287, "time": 0.92373}
{"mode": "train", "epoch": 1, "iter": 6300, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.45847, "loss_bbox": 3.71826, "loss": 4.17673, "grad_norm": 5.10466, "time": 0.91799}
{"mode": "train", "epoch": 1, "iter": 6350, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.50167, "loss_bbox": 3.75587, "loss": 4.25754, "grad_norm": 6.03423, "time": 0.92645}
{"mode": "train", "epoch": 1, "iter": 6400, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.54279, "loss_bbox": 3.71285, "loss": 4.25563, "grad_norm": 6.5701, "time": 0.92783}
{"mode": "train", "epoch": 2, "iter": 50, "lr": 0.0025, "memory": 3468, "data_time": 0.44165, "loss_cls": 0.59454, "loss_bbox": 3.74251, "loss": 4.33705, "grad_norm": 5.73042, "time": 1.3378}
{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.0025, "memory": 3468, "data_time": 0.00631, "loss_cls": 0.55565, "loss_bbox": 3.71117, "loss": 4.26682, "grad_norm": 5.37984, "time": 0.90019}
{"mode": "train", "epoch": 2, "iter": 150, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.53667, "loss_bbox": 3.71603, "loss": 4.2527, "grad_norm": 5.36158, "time": 0.91334}
{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.0025, "memory": 3468, "data_time": 0.0063, "loss_cls": 0.47653, "loss_bbox": 3.72863, "loss": 4.20516, "grad_norm": 5.5889, "time": 0.90107}
{"mode": "train", "epoch": 2, "iter": 250, "lr": 0.0025, "memory": 3468, "data_time": 0.00633, "loss_cls": 0.45616, "loss_bbox": 3.66109, "loss": 4.11725, "grad_norm": 4.7242, "time": 0.94546}
{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.53755, "loss_bbox": 3.77547, "loss": 4.31302, "grad_norm": 6.49952, "time": 0.90803}
{"mode": "train", "epoch": 2, "iter": 350, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.51756, "loss_bbox": 3.76807, "loss": 4.28563, "grad_norm": 5.02326, "time": 0.93478}
{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.0025, "memory": 3468, "data_time": 0.00632, "loss_cls": 0.51387, "loss_bbox": 3.71696, "loss": 4.23083, "grad_norm": 5.56021, "time": 0.90942}
{"mode": "train", "epoch": 2, "iter": 450, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.59628, "loss_bbox": 3.73297, "loss": 4.32925, "grad_norm": 5.75185, "time": 0.93226}
{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.55805, "loss_bbox": 3.74479, "loss": 4.30284, "grad_norm": 5.24096, "time": 0.90197}
{"mode": "train", "epoch": 2, "iter": 550, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.45854, "loss_bbox": 3.72005, "loss": 4.17859, "grad_norm": 5.60482, "time": 0.91195}
{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.50755, "loss_bbox": 3.71083, "loss": 4.21838, "grad_norm": 4.66914, "time": 0.95186}
{"mode": "train", "epoch": 2, "iter": 650, "lr": 0.0025, "memory": 3468, "data_time": 0.00632, "loss_cls": 0.43903, "loss_bbox": 3.69479, "loss": 4.13382, "grad_norm": 5.155, "time": 0.9338}
{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.4449, "loss_bbox": 3.68334, "loss": 4.12824, "grad_norm": 4.99982, "time": 0.9053}
{"mode": "train", "epoch": 2, "iter": 750, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.58821, "loss_bbox": 3.68179, "loss": 4.27, "grad_norm": 6.52552, "time": 0.89755}
{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.57596, "loss_bbox": 3.65182, "loss": 4.22778, "grad_norm": 4.63851, "time": 0.92663}
{"mode": "train", "epoch": 2, "iter": 850, "lr": 0.0025, "memory": 3468, "data_time": 0.0063, "loss_cls": 0.48686, "loss_bbox": 3.67223, "loss": 4.15909, "grad_norm": 5.40075, "time": 0.90231}
{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.0025, "memory": 3468, "data_time": 0.0063, "loss_cls": 0.56994, "loss_bbox": 3.73904, "loss": 4.30899, "grad_norm": 6.12535, "time": 0.92384}
{"mode": "train", "epoch": 2, "iter": 950, "lr": 0.0025, "memory": 3468, "data_time": 0.00631, "loss_cls": 0.51352, "loss_bbox": 3.70354, "loss": 4.21706, "grad_norm": 5.51545, "time": 0.86422}
{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.0025, "memory": 3468, "data_time": 0.00632, "loss_cls": 0.49098, "loss_bbox": 3.69844, "loss": 4.18943, "grad_norm": 5.33769, "time": 0.90244}
{"mode": "train", "epoch": 2, "iter": 1050, "lr": 0.0025, "memory": 3468, "data_time": 0.00633, "loss_cls": 0.41899, "loss_bbox": 3.64963, "loss": 4.06861, "grad_norm": 5.13028, "time": 0.92762}
{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.57717, "loss_bbox": 3.72286, "loss": 4.30003, "grad_norm": 6.71133, "time": 0.88515}
{"mode": "train", "epoch": 2, "iter": 1150, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.52805, "loss_bbox": 3.64296, "loss": 4.171, "grad_norm": 5.09636, "time": 0.92089}
{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.56552, "loss_bbox": 3.66214, "loss": 4.22767, "grad_norm": 5.54713, "time": 0.89725}
{"mode": "train", "epoch": 2, "iter": 1250, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.49625, "loss_bbox": 3.67131, "loss": 4.16756, "grad_norm": 4.93185, "time": 0.8979}
{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.53815, "loss_bbox": 3.66, "loss": 4.19815, "grad_norm": 5.85858, "time": 0.92072}
{"mode": "train", "epoch": 2, "iter": 1350, "lr": 0.0025, "memory": 3468, "data_time": 0.00637, "loss_cls": 0.4484, "loss_bbox": 3.71395, "loss": 4.16235, "grad_norm": 5.08087, "time": 0.9349}
{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.0025, "memory": 3468, "data_time": 0.00636, "loss_cls": 0.52987, "loss_bbox": 3.68761, "loss": 4.21749, "grad_norm": 5.82124, "time": 0.93382}
{"mode": "train", "epoch": 2, "iter": 1450, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.46723, "loss_bbox": 3.67963, "loss": 4.14686, "grad_norm": 5.43846, "time": 0.9176}
{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.0025, "memory": 3468, "data_time": 0.00637, "loss_cls": 0.44869, "loss_bbox": 3.69924, "loss": 4.14794, "grad_norm": 5.28649, "time": 0.93425}
{"mode": "train", "epoch": 2, "iter": 1550, "lr": 0.0025, "memory": 3468, "data_time": 0.00629, "loss_cls": 0.43295, "loss_bbox": 3.64807, "loss": 4.08102, "grad_norm": 5.14232, "time": 0.91935}
{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.54713, "loss_bbox": 3.69097, "loss": 4.2381, "grad_norm": 6.10678, "time": 0.94039}
{"mode": "train", "epoch": 2, "iter": 1650, "lr": 0.0025, "memory": 3468, "data_time": 0.00636, "loss_cls": 0.43947, "loss_bbox": 3.65781, "loss": 4.09727, "grad_norm": 6.0187, "time": 0.93371}
{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.0025, "memory": 3468, "data_time": 0.00631, "loss_cls": 0.46783, "loss_bbox": 3.71648, "loss": 4.1843, "grad_norm": 4.82479, "time": 0.92965}
{"mode": "train", "epoch": 2, "iter": 1750, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.39487, "loss_bbox": 3.68371, "loss": 4.07857, "grad_norm": 4.29405, "time": 0.95406}
{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.45406, "loss_bbox": 3.67318, "loss": 4.12724, "grad_norm": 5.14147, "time": 0.90009}
{"mode": "train", "epoch": 2, "iter": 1850, "lr": 0.0025, "memory": 3468, "data_time": 0.00633, "loss_cls": 0.4718, "loss_bbox": 3.66377, "loss": 4.13557, "grad_norm": 5.07577, "time": 0.91478}
{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.0025, "memory": 3468, "data_time": 0.00633, "loss_cls": 0.46341, "loss_bbox": 3.6888, "loss": 4.15221, "grad_norm": 4.85763, "time": 0.92117}
{"mode": "train", "epoch": 2, "iter": 1950, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.4361, "loss_bbox": 3.66112, "loss": 4.09722, "grad_norm": 4.71711, "time": 0.9248}
{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.39587, "loss_bbox": 3.65721, "loss": 4.05308, "grad_norm": 4.67496, "time": 0.9287}
{"mode": "train", "epoch": 2, "iter": 2050, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.41774, "loss_bbox": 3.68331, "loss": 4.10105, "grad_norm": 5.58646, "time": 0.93036}
{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.0025, "memory": 3468, "data_time": 0.0063, "loss_cls": 0.39039, "loss_bbox": 3.66434, "loss": 4.05473, "grad_norm": 5.5111, "time": 0.90089}
{"mode": "train", "epoch": 2, "iter": 2150, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.43583, "loss_bbox": 3.63372, "loss": 4.06955, "grad_norm": 5.57953, "time": 0.91}
{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.51613, "loss_bbox": 3.67323, "loss": 4.18936, "grad_norm": 4.94482, "time": 0.93542}
{"mode": "train", "epoch": 2, "iter": 2250, "lr": 0.0025, "memory": 3468, "data_time": 0.00632, "loss_cls": 0.43791, "loss_bbox": 3.61093, "loss": 4.04884, "grad_norm": 5.3751, "time": 0.91098}
{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.46208, "loss_bbox": 3.6283, "loss": 4.09038, "grad_norm": 5.72607, "time": 0.91695}
{"mode": "train", "epoch": 2, "iter": 2350, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.51392, "loss_bbox": 3.65707, "loss": 4.17099, "grad_norm": 5.41296, "time": 0.92566}
{"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.0025, "memory": 3468, "data_time": 0.00636, "loss_cls": 0.4179, "loss_bbox": 3.65071, "loss": 4.06862, "grad_norm": 4.39915, "time": 0.90841}
{"mode": "train", "epoch": 2, "iter": 2450, "lr": 0.0025, "memory": 3468, "data_time": 0.00632, "loss_cls": 0.40013, "loss_bbox": 3.65169, "loss": 4.05182, "grad_norm": 5.23493, "time": 0.92642}
{"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.0025, "memory": 3468, "data_time": 0.00635, "loss_cls": 0.43815, "loss_bbox": 3.67687, "loss": 4.11502, "grad_norm": 5.27014, "time": 0.90552}
{"mode": "train", "epoch": 2, "iter": 2550, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.43807, "loss_bbox": 3.65809, "loss": 4.09616, "grad_norm": 5.30659, "time": 0.91104}
{"mode": "train", "epoch": 2, "iter": 2600, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.44918, "loss_bbox": 3.64833, "loss": 4.09751, "grad_norm": 6.05924, "time": 0.91152}
{"mode": "train", "epoch": 2, "iter": 2650, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.42428, "loss_bbox": 3.65347, "loss": 4.07775, "grad_norm": 5.25753, "time": 0.92118}
{"mode": "train", "epoch": 2, "iter": 2700, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.44609, "loss_bbox": 3.68464, "loss": 4.13073, "grad_norm": 5.21481, "time": 0.92676}
{"mode": "train", "epoch": 2, "iter": 2750, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.47894, "loss_bbox": 3.6583, "loss": 4.13723, "grad_norm": 5.81734, "time": 0.9025}
{"mode": "train", "epoch": 2, "iter": 2800, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.44299, "loss_bbox": 3.59762, "loss": 4.04061, "grad_norm": 5.03713, "time": 0.91471}
{"mode": "train", "epoch": 2, "iter": 2850, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.37584, "loss_bbox": 3.62894, "loss": 4.00478, "grad_norm": 4.64977, "time": 0.92422}
{"mode": "train", "epoch": 2, "iter": 2900, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.37575, "loss_bbox": 3.65876, "loss": 4.03452, "grad_norm": 4.31753, "time": 0.92064}
{"mode": "train", "epoch": 2, "iter": 2950, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.40574, "loss_bbox": 3.63775, "loss": 4.04349, "grad_norm": 4.99833, "time": 0.92553}
{"mode": "train", "epoch": 2, "iter": 3000, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.40568, "loss_bbox": 3.60502, "loss": 4.0107, "grad_norm": 4.89211, "time": 0.90586}
{"mode": "train", "epoch": 2, "iter": 3050, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.36961, "loss_bbox": 3.61445, "loss": 3.98406, "grad_norm": 4.84535, "time": 0.89076}
{"mode": "train", "epoch": 2, "iter": 3100, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.38021, "loss_bbox": 3.65236, "loss": 4.03257, "grad_norm": 5.32396, "time": 0.92753}
{"mode": "train", "epoch": 2, "iter": 3150, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.45526, "loss_bbox": 3.66486, "loss": 4.12012, "grad_norm": 5.24428, "time": 0.93829}
{"mode": "train", "epoch": 2, "iter": 3200, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.39563, "loss_bbox": 3.64077, "loss": 4.03639, "grad_norm": 5.3091, "time": 0.93325}
{"mode": "train", "epoch": 2, "iter": 3250, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.42743, "loss_bbox": 3.65252, "loss": 4.07994, "grad_norm": 5.53651, "time": 0.91242}
{"mode": "train", "epoch": 2, "iter": 3300, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.44016, "loss_bbox": 3.71173, "loss": 4.15188, "grad_norm": 5.4457, "time": 0.89562}
{"mode": "train", "epoch": 2, "iter": 3350, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.43998, "loss_bbox": 3.72268, "loss": 4.16266, "grad_norm": 5.64501, "time": 0.93419}
{"mode": "train", "epoch": 2, "iter": 3400, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.43583, "loss_bbox": 3.64929, "loss": 4.08512, "grad_norm": 5.90043, "time": 0.86492}
{"mode": "train", "epoch": 2, "iter": 3450, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.45146, "loss_bbox": 3.63281, "loss": 4.08427, "grad_norm": 5.03438, "time": 0.94037}
{"mode": "train", "epoch": 2, "iter": 3500, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.52999, "loss_bbox": 3.6281, "loss": 4.15809, "grad_norm": 6.13548, "time": 0.91502}
{"mode": "train", "epoch": 2, "iter": 3550, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.41624, "loss_bbox": 3.61285, "loss": 4.02909, "grad_norm": 4.14905, "time": 0.92293}
{"mode": "train", "epoch": 2, "iter": 3600, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.39132, "loss_bbox": 3.59901, "loss": 3.99033, "grad_norm": 4.98367, "time": 0.93114}
{"mode": "train", "epoch": 2, "iter": 3650, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.50455, "loss_bbox": 3.63158, "loss": 4.13614, "grad_norm": 7.35483, "time": 0.91803}
{"mode": "train", "epoch": 2, "iter": 3700, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.42893, "loss_bbox": 3.63917, "loss": 4.0681, "grad_norm": 4.65525, "time": 0.91868}
{"mode": "train", "epoch": 2, "iter": 3750, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.44738, "loss_bbox": 3.62002, "loss": 4.0674, "grad_norm": 4.4853, "time": 0.90992}
{"mode": "train", "epoch": 2, "iter": 3800, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.36328, "loss_bbox": 3.58136, "loss": 3.94464, "grad_norm": 4.41022, "time": 0.92064}
{"mode": "train", "epoch": 2, "iter": 3850, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.39364, "loss_bbox": 3.6359, "loss": 4.02953, "grad_norm": 4.95736, "time": 0.93869}
{"mode": "train", "epoch": 2, "iter": 3900, "lr": 0.0025, "memory": 3468, "data_time": 0.00639, "loss_cls": 0.36544, "loss_bbox": 3.61924, "loss": 3.98468, "grad_norm": 4.7788, "time": 0.91052}
{"mode": "train", "epoch": 2, "iter": 3950, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.54016, "loss_bbox": 3.59671, "loss": 4.13687, "grad_norm": 9.28763, "time": 0.9141}
{"mode": "train", "epoch": 2, "iter": 4000, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.41689, "loss_bbox": 3.63877, "loss": 4.05567, "grad_norm": 5.08785, "time": 0.89752}
{"mode": "train", "epoch": 2, "iter": 4050, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.43806, "loss_bbox": 3.66301, "loss": 4.10107, "grad_norm": 5.21189, "time": 0.93969}
{"mode": "train", "epoch": 2, "iter": 4100, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.48396, "loss_bbox": 3.67684, "loss": 4.1608, "grad_norm": 5.72889, "time": 0.91799}
{"mode": "train", "epoch": 2, "iter": 4150, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.38715, "loss_bbox": 3.59896, "loss": 3.98612, "grad_norm": 4.34863, "time": 0.93785}
{"mode": "train", "epoch": 2, "iter": 4200, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.35493, "loss_bbox": 3.61277, "loss": 3.9677, "grad_norm": 4.86251, "time": 0.90214}
{"mode": "train", "epoch": 2, "iter": 4250, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.39094, "loss_bbox": 3.62987, "loss": 4.02082, "grad_norm": 5.03531, "time": 0.92002}
{"mode": "train", "epoch": 2, "iter": 4300, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.37125, "loss_bbox": 3.62278, "loss": 3.99403, "grad_norm": 4.97324, "time": 0.89874}
{"mode": "train", "epoch": 2, "iter": 4350, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.38196, "loss_bbox": 3.63234, "loss": 4.0143, "grad_norm": 4.82062, "time": 0.92875}
{"mode": "train", "epoch": 2, "iter": 4400, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.37983, "loss_bbox": 3.63224, "loss": 4.01207, "grad_norm": 4.6615, "time": 0.91041}
{"mode": "train", "epoch": 2, "iter": 4450, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.44411, "loss_bbox": 3.63531, "loss": 4.07942, "grad_norm": 5.73903, "time": 0.91801}
{"mode": "train", "epoch": 2, "iter": 4500, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.41817, "loss_bbox": 3.63727, "loss": 4.05543, "grad_norm": 5.34617, "time": 0.88936}
{"mode": "train", "epoch": 2, "iter": 4550, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.32416, "loss_bbox": 3.58619, "loss": 3.91035, "grad_norm": 4.54248, "time": 0.94209}
{"mode": "train", "epoch": 2, "iter": 4600, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.32101, "loss_bbox": 3.58699, "loss": 3.90799, "grad_norm": 4.4339, "time": 0.92037}
{"mode": "train", "epoch": 2, "iter": 4650, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.34144, "loss_bbox": 3.57578, "loss": 3.91722, "grad_norm": 4.75742, "time": 0.90663}
{"mode": "train", "epoch": 2, "iter": 4700, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.34574, "loss_bbox": 3.61471, "loss": 3.96046, "grad_norm": 4.81336, "time": 0.92428}
{"mode": "train", "epoch": 2, "iter": 4750, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.3927, "loss_bbox": 3.629, "loss": 4.0217, "grad_norm": 5.6235, "time": 0.90981}
{"mode": "train", "epoch": 2, "iter": 4800, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.4321, "loss_bbox": 3.66132, "loss": 4.09342, "grad_norm": 5.31173, "time": 0.92425}
{"mode": "train", "epoch": 2, "iter": 4850, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.36099, "loss_bbox": 3.6389, "loss": 3.99989, "grad_norm": 4.70162, "time": 0.91338}
{"mode": "train", "epoch": 2, "iter": 4900, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.31896, "loss_bbox": 3.61344, "loss": 3.9324, "grad_norm": 5.18722, "time": 0.92826}
{"mode": "train", "epoch": 2, "iter": 4950, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.30823, "loss_bbox": 3.58009, "loss": 3.88832, "grad_norm": 4.37114, "time": 0.93224}
{"mode": "train", "epoch": 2, "iter": 5000, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.34819, "loss_bbox": 3.62894, "loss": 3.97712, "grad_norm": 4.92817, "time": 0.92038}
{"mode": "train", "epoch": 2, "iter": 5050, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.36638, "loss_bbox": 3.60668, "loss": 3.97306, "grad_norm": 4.96548, "time": 0.89322}
{"mode": "train", "epoch": 2, "iter": 5100, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.35298, "loss_bbox": 3.57389, "loss": 3.92686, "grad_norm": 4.50979, "time": 0.93578}
{"mode": "train", "epoch": 2, "iter": 5150, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.40416, "loss_bbox": 3.62489, "loss": 4.02905, "grad_norm": 5.74536, "time": 0.93099}
{"mode": "train", "epoch": 2, "iter": 5200, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.47392, "loss_bbox": 3.59785, "loss": 4.07177, "grad_norm": 5.61533, "time": 0.90933}
{"mode": "train", "epoch": 2, "iter": 5250, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.38496, "loss_bbox": 3.59815, "loss": 3.98311, "grad_norm": 5.11384, "time": 0.90175}
{"mode": "train", "epoch": 2, "iter": 5300, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.3206, "loss_bbox": 3.59013, "loss": 3.91072, "grad_norm": 4.53548, "time": 0.91776}
{"mode": "train", "epoch": 2, "iter": 5350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.32702, "loss_bbox": 3.56849, "loss": 3.89552, "grad_norm": 4.74606, "time": 0.959}
{"mode": "train", "epoch": 2, "iter": 5400, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.36307, "loss_bbox": 3.59684, "loss": 3.95992, "grad_norm": 5.21649, "time": 0.90059}
{"mode": "train", "epoch": 2, "iter": 5450, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.34261, "loss_bbox": 3.60175, "loss": 3.94436, "grad_norm": 4.51965, "time": 0.92293}
{"mode": "train", "epoch": 2, "iter": 5500, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.35081, "loss_bbox": 3.59788, "loss": 3.94869, "grad_norm": 4.97862, "time": 0.93801}
{"mode": "train", "epoch": 2, "iter": 5550, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.33607, "loss_bbox": 3.63302, "loss": 3.96909, "grad_norm": 5.20692, "time": 0.86682}
{"mode": "train", "epoch": 2, "iter": 5600, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.39672, "loss_bbox": 3.64944, "loss": 4.04616, "grad_norm": 5.18911, "time": 0.93109}
{"mode": "train", "epoch": 2, "iter": 5650, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.30205, "loss_bbox": 3.59532, "loss": 3.89737, "grad_norm": 4.35887, "time": 0.93439}
{"mode": "train", "epoch": 2, "iter": 5700, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.48506, "loss_bbox": 3.65712, "loss": 4.14218, "grad_norm": 6.33666, "time": 0.86781}
{"mode": "train", "epoch": 2, "iter": 5750, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.44232, "loss_bbox": 3.57859, "loss": 4.02091, "grad_norm": 5.7639, "time": 0.89636}
{"mode": "train", "epoch": 2, "iter": 5800, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.42428, "loss_bbox": 3.65028, "loss": 4.07455, "grad_norm": 4.99789, "time": 0.86787}
{"mode": "train", "epoch": 2, "iter": 5850, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.35423, "loss_bbox": 3.61199, "loss": 3.96622, "grad_norm": 4.56623, "time": 0.92453}
{"mode": "train", "epoch": 2, "iter": 5900, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.35474, "loss_bbox": 3.60761, "loss": 3.96235, "grad_norm": 4.68251, "time": 0.92555}
{"mode": "train", "epoch": 2, "iter": 5950, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.32867, "loss_bbox": 3.57431, "loss": 3.90297, "grad_norm": 4.67627, "time": 0.91973}
{"mode": "train", "epoch": 2, "iter": 6000, "lr": 0.0025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.34004, "loss_bbox": 3.59021, "loss": 3.93025, "grad_norm": 4.73748, "time": 0.93492}
{"mode": "train", "epoch": 2, "iter": 6050, "lr": 0.0025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.38968, "loss_bbox": 3.6447, "loss": 4.03438, "grad_norm": 5.76581, "time": 0.92737}
{"mode": "train", "epoch": 2, "iter": 6100, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.38236, "loss_bbox": 3.57731, "loss": 3.95968, "grad_norm": 5.08317, "time": 0.93363}
{"mode": "train", "epoch": 2, "iter": 6150, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.27878, "loss_bbox": 3.60489, "loss": 3.88367, "grad_norm": 4.47988, "time": 0.92555}
{"mode": "train", "epoch": 2, "iter": 6200, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.39221, "loss_bbox": 3.5964, "loss": 3.98861, "grad_norm": 5.24708, "time": 0.92674}
{"mode": "train", "epoch": 2, "iter": 6250, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.46291, "loss_bbox": 3.62999, "loss": 4.09289, "grad_norm": 5.47543, "time": 0.89683}
{"mode": "train", "epoch": 2, "iter": 6300, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.41629, "loss_bbox": 3.64, "loss": 4.05628, "grad_norm": 5.76713, "time": 0.92146}
{"mode": "train", "epoch": 2, "iter": 6350, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.42067, "loss_bbox": 3.60627, "loss": 4.02694, "grad_norm": 5.44358, "time": 0.93079}
{"mode": "train", "epoch": 2, "iter": 6400, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.38478, "loss_bbox": 3.59772, "loss": 3.9825, "grad_norm": 4.34973, "time": 0.94126}
{"mode": "train", "epoch": 3, "iter": 50, "lr": 0.0025, "memory": 3468, "data_time": 0.44375, "loss_cls": 0.35436, "loss_bbox": 3.63103, "loss": 3.98539, "grad_norm": 4.52801, "time": 1.38384}
{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.0025, "memory": 3468, "data_time": 0.00625, "loss_cls": 0.29897, "loss_bbox": 3.56829, "loss": 3.86726, "grad_norm": 3.89027, "time": 0.91187}
{"mode": "train", "epoch": 3, "iter": 150, "lr": 0.0025, "memory": 3468, "data_time": 0.00621, "loss_cls": 0.40117, "loss_bbox": 3.59914, "loss": 4.00032, "grad_norm": 5.82292, "time": 0.88249}
{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.0025, "memory": 3468, "data_time": 0.00627, "loss_cls": 0.35847, "loss_bbox": 3.58011, "loss": 3.93858, "grad_norm": 4.61765, "time": 0.89706}
{"mode": "train", "epoch": 3, "iter": 250, "lr": 0.0025, "memory": 3468, "data_time": 0.00631, "loss_cls": 0.30147, "loss_bbox": 3.60776, "loss": 3.90923, "grad_norm": 4.32386, "time": 0.8996}
{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.0025, "memory": 3468, "data_time": 0.00634, "loss_cls": 0.32753, "loss_bbox": 3.61087, "loss": 3.93841, "grad_norm": 4.73913, "time": 0.87476}
{"mode": "train", "epoch": 3, "iter": 350, "lr": 0.0025, "memory": 3468, "data_time": 0.0063, "loss_cls": 0.29758, "loss_bbox": 3.55361, "loss": 3.8512, "grad_norm": 4.18585, "time": 0.88738}
{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.30005, "loss_bbox": 3.55506, "loss": 3.85511, "grad_norm": 4.20151, "time": 0.90022}
{"mode": "train", "epoch": 3, "iter": 450, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.37011, "loss_bbox": 3.6071, "loss": 3.97722, "grad_norm": 6.15296, "time": 0.90741}
{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.34009, "loss_bbox": 3.60595, "loss": 3.94604, "grad_norm": 4.39925, "time": 0.95153}
{"mode": "train", "epoch": 3, "iter": 550, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.40046, "loss_bbox": 3.65885, "loss": 4.05931, "grad_norm": 5.40551, "time": 0.94733}
{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.35955, "loss_bbox": 3.62222, "loss": 3.98177, "grad_norm": 5.63747, "time": 0.91797}
{"mode": "train", "epoch": 3, "iter": 650, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.34469, "loss_bbox": 3.58472, "loss": 3.92941, "grad_norm": 4.44486, "time": 0.92213}
{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.3626, "loss_bbox": 3.57829, "loss": 3.94088, "grad_norm": 4.73688, "time": 0.92581}
{"mode": "train", "epoch": 3, "iter": 750, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.30687, "loss_bbox": 3.55576, "loss": 3.86264, "grad_norm": 4.13752, "time": 0.913}
{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.31006, "loss_bbox": 3.57678, "loss": 3.88684, "grad_norm": 4.45972, "time": 0.94736}
{"mode": "train", "epoch": 3, "iter": 850, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.32582, "loss_bbox": 3.61142, "loss": 3.93724, "grad_norm": 5.30753, "time": 0.88662}
{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.2616, "loss_bbox": 3.58538, "loss": 3.84698, "grad_norm": 4.75969, "time": 0.86839}
{"mode": "train", "epoch": 3, "iter": 950, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.29322, "loss_bbox": 3.57555, "loss": 3.86878, "grad_norm": 4.52783, "time": 0.92949}
{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.32779, "loss_bbox": 3.57667, "loss": 3.90446, "grad_norm": 4.68366, "time": 0.93743}
{"mode": "train", "epoch": 3, "iter": 1050, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.3477, "loss_bbox": 3.61584, "loss": 3.96354, "grad_norm": 5.21802, "time": 0.91556}
{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.34565, "loss_bbox": 3.55973, "loss": 3.90537, "grad_norm": 4.86585, "time": 0.90315}
{"mode": "train", "epoch": 3, "iter": 1150, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.36095, "loss_bbox": 3.5769, "loss": 3.93785, "grad_norm": 5.10943, "time": 0.94735}
{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.25235, "loss_bbox": 3.58157, "loss": 3.83392, "grad_norm": 4.31298, "time": 0.91278}
{"mode": "train", "epoch": 3, "iter": 1250, "lr": 0.0025, "memory": 3468, "data_time": 0.0064, "loss_cls": 0.29638, "loss_bbox": 3.55716, "loss": 3.85354, "grad_norm": 4.38402, "time": 0.91779}
{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.25932, "loss_bbox": 3.55313, "loss": 3.81245, "grad_norm": 4.26156, "time": 0.93337}
{"mode": "train", "epoch": 3, "iter": 1350, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.35217, "loss_bbox": 3.62783, "loss": 3.98, "grad_norm": 5.68135, "time": 0.88604}
{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.33158, "loss_bbox": 3.58489, "loss": 3.91647, "grad_norm": 4.69833, "time": 0.91637}
{"mode": "train", "epoch": 3, "iter": 1450, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.41425, "loss_bbox": 3.60994, "loss": 4.02419, "grad_norm": 4.78415, "time": 0.92608}
{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.29586, "loss_bbox": 3.5706, "loss": 3.86646, "grad_norm": 4.45181, "time": 0.95191}
{"mode": "train", "epoch": 3, "iter": 1550, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.31027, "loss_bbox": 3.54078, "loss": 3.85105, "grad_norm": 4.49029, "time": 0.89462}
{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.33514, "loss_bbox": 3.56696, "loss": 3.9021, "grad_norm": 4.81207, "time": 0.90301}
{"mode": "train", "epoch": 3, "iter": 1650, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.29662, "loss_bbox": 3.57481, "loss": 3.87143, "grad_norm": 4.6616, "time": 0.9119}
{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.44204, "loss_bbox": 3.56817, "loss": 4.01021, "grad_norm": 5.3515, "time": 0.90203}
{"mode": "train", "epoch": 3, "iter": 1750, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.39647, "loss_bbox": 3.61448, "loss": 4.01095, "grad_norm": 5.04032, "time": 0.91642}
{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.35775, "loss_bbox": 3.60859, "loss": 3.96634, "grad_norm": 5.11729, "time": 0.93005}
{"mode": "train", "epoch": 3, "iter": 1850, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.40697, "loss_bbox": 3.58559, "loss": 3.99256, "grad_norm": 5.31193, "time": 0.91643}
{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.39222, "loss_bbox": 3.60188, "loss": 3.9941, "grad_norm": 5.24373, "time": 0.93553}
{"mode": "train", "epoch": 3, "iter": 1950, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.36237, "loss_bbox": 3.60131, "loss": 3.96368, "grad_norm": 5.55936, "time": 0.90093}
{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.29778, "loss_bbox": 3.57089, "loss": 3.86867, "grad_norm": 4.28491, "time": 0.94954}
{"mode": "train", "epoch": 3, "iter": 2050, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.29907, "loss_bbox": 3.59389, "loss": 3.89295, "grad_norm": 4.61458, "time": 0.91907}
{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.0025, "memory": 3468, "data_time": 0.00625, "loss_cls": 0.34205, "loss_bbox": 3.58628, "loss": 3.92833, "grad_norm": 5.27428, "time": 0.90052}
{"mode": "train", "epoch": 3, "iter": 2150, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.33595, "loss_bbox": 3.61254, "loss": 3.94849, "grad_norm": 4.53772, "time": 0.91949}
{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.35946, "loss_bbox": 3.58898, "loss": 3.94844, "grad_norm": 5.58079, "time": 0.88362}
{"mode": "train", "epoch": 3, "iter": 2250, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.36392, "loss_bbox": 3.58512, "loss": 3.94904, "grad_norm": 4.85933, "time": 0.91016}
{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.32101, "loss_bbox": 3.60563, "loss": 3.92664, "grad_norm": 4.51309, "time": 0.9059}
{"mode": "train", "epoch": 3, "iter": 2350, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.29502, "loss_bbox": 3.55218, "loss": 3.84719, "grad_norm": 4.55848, "time": 0.90239}
{"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.29183, "loss_bbox": 3.57346, "loss": 3.86529, "grad_norm": 4.58627, "time": 0.90403}
{"mode": "train", "epoch": 3, "iter": 2450, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.3052, "loss_bbox": 3.60708, "loss": 3.91229, "grad_norm": 4.64667, "time": 0.90936}
{"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.40033, "loss_bbox": 3.64303, "loss": 4.04336, "grad_norm": 5.54343, "time": 0.9136}
{"mode": "train", "epoch": 3, "iter": 2550, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.29927, "loss_bbox": 3.60132, "loss": 3.90059, "grad_norm": 4.17679, "time": 0.91843}
{"mode": "train", "epoch": 3, "iter": 2600, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.323, "loss_bbox": 3.57413, "loss": 3.89714, "grad_norm": 5.40007, "time": 0.91974}
{"mode": "train", "epoch": 3, "iter": 2650, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.32497, "loss_bbox": 3.56282, "loss": 3.88779, "grad_norm": 4.90019, "time": 0.88623}
{"mode": "train", "epoch": 3, "iter": 2700, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.30195, "loss_bbox": 3.5739, "loss": 3.87586, "grad_norm": 4.6499, "time": 0.93432}
{"mode": "train", "epoch": 3, "iter": 2750, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.33045, "loss_bbox": 3.58153, "loss": 3.91199, "grad_norm": 4.1874, "time": 0.90331}
{"mode": "train", "epoch": 3, "iter": 2800, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.30332, "loss_bbox": 3.58823, "loss": 3.89155, "grad_norm": 4.72316, "time": 0.88078}
{"mode": "train", "epoch": 3, "iter": 2850, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.40795, "loss_bbox": 3.57842, "loss": 3.98637, "grad_norm": 6.02, "time": 0.89958}
{"mode": "train", "epoch": 3, "iter": 2900, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.36361, "loss_bbox": 3.61737, "loss": 3.98099, "grad_norm": 4.95812, "time": 0.90663}
{"mode": "train", "epoch": 3, "iter": 2950, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.37754, "loss_bbox": 3.64148, "loss": 4.01903, "grad_norm": 6.07778, "time": 0.87567}
{"mode": "train", "epoch": 3, "iter": 3000, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.34981, "loss_bbox": 3.6322, "loss": 3.98201, "grad_norm": 5.35217, "time": 0.89774}
{"mode": "train", "epoch": 3, "iter": 3050, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.27969, "loss_bbox": 3.56082, "loss": 3.84051, "grad_norm": 4.22881, "time": 0.89532}
{"mode": "train", "epoch": 3, "iter": 3100, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.28474, "loss_bbox": 3.56253, "loss": 3.84726, "grad_norm": 4.4127, "time": 0.89134}
{"mode": "train", "epoch": 3, "iter": 3150, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.29005, "loss_bbox": 3.55963, "loss": 3.84968, "grad_norm": 4.43347, "time": 0.92175}
{"mode": "train", "epoch": 3, "iter": 3200, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.32835, "loss_bbox": 3.58699, "loss": 3.91534, "grad_norm": 4.74666, "time": 0.90033}
{"mode": "train", "epoch": 3, "iter": 3250, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.29943, "loss_bbox": 3.58494, "loss": 3.88436, "grad_norm": 4.45646, "time": 0.87202}
{"mode": "train", "epoch": 3, "iter": 3300, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.30039, "loss_bbox": 3.57477, "loss": 3.87516, "grad_norm": 4.6206, "time": 0.91013}
{"mode": "train", "epoch": 3, "iter": 3350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.42716, "loss_bbox": 3.64477, "loss": 4.07193, "grad_norm": 6.91409, "time": 0.89115}
{"mode": "train", "epoch": 3, "iter": 3400, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.35139, "loss_bbox": 3.56741, "loss": 3.91881, "grad_norm": 5.45431, "time": 0.89821}
{"mode": "train", "epoch": 3, "iter": 3450, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.45292, "loss_bbox": 3.57902, "loss": 4.03194, "grad_norm": 7.72515, "time": 0.88751}
{"mode": "train", "epoch": 3, "iter": 3500, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.35188, "loss_bbox": 3.57089, "loss": 3.92277, "grad_norm": 4.8933, "time": 0.89401}
{"mode": "train", "epoch": 3, "iter": 3550, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.41902, "loss_bbox": 3.64074, "loss": 4.05976, "grad_norm": 5.66153, "time": 0.89814}
{"mode": "train", "epoch": 3, "iter": 3600, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.34182, "loss_bbox": 3.56422, "loss": 3.90604, "grad_norm": 4.61136, "time": 0.88676}
{"mode": "train", "epoch": 3, "iter": 3650, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.30497, "loss_bbox": 3.60124, "loss": 3.90621, "grad_norm": 4.33822, "time": 0.8923}
{"mode": "train", "epoch": 3, "iter": 3700, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.29461, "loss_bbox": 3.56388, "loss": 3.85849, "grad_norm": 4.71777, "time": 0.91598}
{"mode": "train", "epoch": 3, "iter": 3750, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.31666, "loss_bbox": 3.56253, "loss": 3.87918, "grad_norm": 4.85819, "time": 0.88391}
{"mode": "train", "epoch": 3, "iter": 3800, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.28009, "loss_bbox": 3.57761, "loss": 3.8577, "grad_norm": 4.46311, "time": 0.88405}
{"mode": "train", "epoch": 3, "iter": 3850, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.2461, "loss_bbox": 3.57297, "loss": 3.81906, "grad_norm": 4.22113, "time": 0.91015}
{"mode": "train", "epoch": 3, "iter": 3900, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.28595, "loss_bbox": 3.5778, "loss": 3.86376, "grad_norm": 4.62781, "time": 0.88097}
{"mode": "train", "epoch": 3, "iter": 3950, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.30287, "loss_bbox": 3.60061, "loss": 3.90348, "grad_norm": 4.95687, "time": 0.88365}
{"mode": "train", "epoch": 3, "iter": 4000, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.30212, "loss_bbox": 3.5491, "loss": 3.85121, "grad_norm": 4.726, "time": 0.9101}
{"mode": "train", "epoch": 3, "iter": 4050, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.31683, "loss_bbox": 3.59165, "loss": 3.90848, "grad_norm": 4.79624, "time": 0.90726}
{"mode": "train", "epoch": 3, "iter": 4100, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.27215, "loss_bbox": 3.5321, "loss": 3.80425, "grad_norm": 4.41103, "time": 0.85878}
{"mode": "train", "epoch": 3, "iter": 4150, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.31985, "loss_bbox": 3.60948, "loss": 3.92933, "grad_norm": 5.37663, "time": 0.86307}
{"mode": "train", "epoch": 3, "iter": 4200, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.30391, "loss_bbox": 3.5505, "loss": 3.85441, "grad_norm": 4.95256, "time": 0.93356}
{"mode": "train", "epoch": 3, "iter": 4250, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.34977, "loss_bbox": 3.55407, "loss": 3.90384, "grad_norm": 5.43353, "time": 0.88241}
{"mode": "train", "epoch": 3, "iter": 4300, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.28565, "loss_bbox": 3.55224, "loss": 3.83789, "grad_norm": 3.96826, "time": 0.92059}
{"mode": "train", "epoch": 3, "iter": 4350, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.31373, "loss_bbox": 3.56832, "loss": 3.88205, "grad_norm": 5.43698, "time": 0.92429}
{"mode": "train", "epoch": 3, "iter": 4400, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.3391, "loss_bbox": 3.5763, "loss": 3.9154, "grad_norm": 5.00667, "time": 0.87412}
{"mode": "train", "epoch": 3, "iter": 4450, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.32628, "loss_bbox": 3.5926, "loss": 3.91887, "grad_norm": 6.36046, "time": 0.87115}
{"mode": "train", "epoch": 3, "iter": 4500, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.38485, "loss_bbox": 3.55503, "loss": 3.93989, "grad_norm": 5.07806, "time": 0.909}
{"mode": "train", "epoch": 3, "iter": 4550, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.35208, "loss_bbox": 3.56485, "loss": 3.91694, "grad_norm": 4.36428, "time": 0.90063}
{"mode": "train", "epoch": 3, "iter": 4600, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.31957, "loss_bbox": 3.54245, "loss": 3.86202, "grad_norm": 4.50953, "time": 0.88936}
{"mode": "train", "epoch": 3, "iter": 4650, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.28149, "loss_bbox": 3.57547, "loss": 3.85696, "grad_norm": 4.5083, "time": 0.91443}
{"mode": "train", "epoch": 3, "iter": 4700, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.30813, "loss_bbox": 3.54766, "loss": 3.85578, "grad_norm": 5.02272, "time": 0.90036}
{"mode": "train", "epoch": 3, "iter": 4750, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.2846, "loss_bbox": 3.56665, "loss": 3.85125, "grad_norm": 4.40989, "time": 0.90566}
{"mode": "train", "epoch": 3, "iter": 4800, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.30517, "loss_bbox": 3.60297, "loss": 3.90814, "grad_norm": 4.59613, "time": 0.91744}
{"mode": "train", "epoch": 3, "iter": 4850, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.284, "loss_bbox": 3.54491, "loss": 3.82891, "grad_norm": 4.24438, "time": 0.90061}
{"mode": "train", "epoch": 3, "iter": 4900, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.30759, "loss_bbox": 3.59884, "loss": 3.90643, "grad_norm": 4.78722, "time": 0.86349}
{"mode": "train", "epoch": 3, "iter": 4950, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.30315, "loss_bbox": 3.56198, "loss": 3.86513, "grad_norm": 4.66851, "time": 0.90324}
{"mode": "train", "epoch": 3, "iter": 5000, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.27915, "loss_bbox": 3.55999, "loss": 3.83914, "grad_norm": 4.25456, "time": 0.87514}
{"mode": "train", "epoch": 3, "iter": 5050, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.2675, "loss_bbox": 3.5445, "loss": 3.812, "grad_norm": 4.55035, "time": 0.90922}
{"mode": "train", "epoch": 3, "iter": 5100, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.26369, "loss_bbox": 3.54173, "loss": 3.80542, "grad_norm": 4.38307, "time": 0.87725}
{"mode": "train", "epoch": 3, "iter": 5150, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.28882, "loss_bbox": 3.54973, "loss": 3.83855, "grad_norm": 4.71739, "time": 0.90466}
{"mode": "train", "epoch": 3, "iter": 5200, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.30396, "loss_bbox": 3.59002, "loss": 3.89398, "grad_norm": 4.86023, "time": 0.87708}
{"mode": "train", "epoch": 3, "iter": 5250, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.29338, "loss_bbox": 3.56544, "loss": 3.85881, "grad_norm": 4.6001, "time": 0.86247}
{"mode": "train", "epoch": 3, "iter": 5300, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.28467, "loss_bbox": 3.56228, "loss": 3.84694, "grad_norm": 4.04674, "time": 0.9121}
{"mode": "train", "epoch": 3, "iter": 5350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.26058, "loss_bbox": 3.54338, "loss": 3.80396, "grad_norm": 3.93798, "time": 0.91728}
{"mode": "train", "epoch": 3, "iter": 5400, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.29876, "loss_bbox": 3.55626, "loss": 3.85502, "grad_norm": 4.91484, "time": 0.92867}
{"mode": "train", "epoch": 3, "iter": 5450, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.30268, "loss_bbox": 3.55788, "loss": 3.86056, "grad_norm": 4.28171, "time": 0.90307}
{"mode": "train", "epoch": 3, "iter": 5500, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.34044, "loss_bbox": 3.57894, "loss": 3.91938, "grad_norm": 5.17083, "time": 0.8835}
{"mode": "train", "epoch": 3, "iter": 5550, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.34145, "loss_bbox": 3.54603, "loss": 3.88749, "grad_norm": 6.11976, "time": 0.87237}
{"mode": "train", "epoch": 3, "iter": 5600, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.32917, "loss_bbox": 3.59543, "loss": 3.9246, "grad_norm": 4.8541, "time": 0.91995}
{"mode": "train", "epoch": 3, "iter": 5650, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.27828, "loss_bbox": 3.57085, "loss": 3.84913, "grad_norm": 4.15213, "time": 0.88122}
{"mode": "train", "epoch": 3, "iter": 5700, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.2984, "loss_bbox": 3.58211, "loss": 3.88051, "grad_norm": 4.46322, "time": 0.89833}
{"mode": "train", "epoch": 3, "iter": 5750, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.2725, "loss_bbox": 3.57752, "loss": 3.85002, "grad_norm": 4.69151, "time": 0.92223}
{"mode": "train", "epoch": 3, "iter": 5800, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.29777, "loss_bbox": 3.60067, "loss": 3.89844, "grad_norm": 4.7845, "time": 0.92234}
{"mode": "train", "epoch": 3, "iter": 5850, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.28669, "loss_bbox": 3.5931, "loss": 3.8798, "grad_norm": 4.23152, "time": 0.90237}
{"mode": "train", "epoch": 3, "iter": 5900, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.27818, "loss_bbox": 3.56004, "loss": 3.83822, "grad_norm": 4.45436, "time": 0.90806}
{"mode": "train", "epoch": 3, "iter": 5950, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.29171, "loss_bbox": 3.57354, "loss": 3.86525, "grad_norm": 4.76424, "time": 0.88944}
{"mode": "train", "epoch": 3, "iter": 6000, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.30295, "loss_bbox": 3.56178, "loss": 3.86474, "grad_norm": 4.28368, "time": 0.91561}
{"mode": "train", "epoch": 3, "iter": 6050, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.30467, "loss_bbox": 3.56016, "loss": 3.86483, "grad_norm": 4.83082, "time": 0.88851}
{"mode": "train", "epoch": 3, "iter": 6100, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.31174, "loss_bbox": 3.56144, "loss": 3.87318, "grad_norm": 4.18228, "time": 0.90884}
{"mode": "train", "epoch": 3, "iter": 6150, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.24836, "loss_bbox": 3.53017, "loss": 3.77853, "grad_norm": 4.15006, "time": 0.88807}
{"mode": "train", "epoch": 3, "iter": 6200, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.31617, "loss_bbox": 3.56356, "loss": 3.87973, "grad_norm": 4.77753, "time": 0.91062}
{"mode": "train", "epoch": 3, "iter": 6250, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.28776, "loss_bbox": 3.5817, "loss": 3.86945, "grad_norm": 4.3037, "time": 0.90702}
{"mode": "train", "epoch": 3, "iter": 6300, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.282, "loss_bbox": 3.56068, "loss": 3.84268, "grad_norm": 4.31688, "time": 0.91078}
{"mode": "train", "epoch": 3, "iter": 6350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23703, "loss_bbox": 3.52803, "loss": 3.76506, "grad_norm": 3.91775, "time": 0.87714}
{"mode": "train", "epoch": 3, "iter": 6400, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.27549, "loss_bbox": 3.58271, "loss": 3.8582, "grad_norm": 4.5393, "time": 0.89484}
{"mode": "train", "epoch": 4, "iter": 50, "lr": 0.0025, "memory": 3468, "data_time": 0.45337, "loss_cls": 0.26771, "loss_bbox": 3.55679, "loss": 3.8245, "grad_norm": 4.39888, "time": 1.31215}
{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.30957, "loss_bbox": 3.56822, "loss": 3.87779, "grad_norm": 4.96782, "time": 0.88319}
{"mode": "train", "epoch": 4, "iter": 150, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.27315, "loss_bbox": 3.54207, "loss": 3.81522, "grad_norm": 4.45135, "time": 0.93099}
{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.30527, "loss_bbox": 3.56178, "loss": 3.86704, "grad_norm": 5.27735, "time": 0.88888}
{"mode": "train", "epoch": 4, "iter": 250, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.2644, "loss_bbox": 3.54932, "loss": 3.81371, "grad_norm": 4.44014, "time": 0.92186}
{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.2654, "loss_bbox": 3.56309, "loss": 3.82848, "grad_norm": 4.23599, "time": 0.89231}
{"mode": "train", "epoch": 4, "iter": 350, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.28388, "loss_bbox": 3.54021, "loss": 3.82409, "grad_norm": 4.64008, "time": 0.90906}
{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.29059, "loss_bbox": 3.56876, "loss": 3.85935, "grad_norm": 4.6421, "time": 0.90562}
{"mode": "train", "epoch": 4, "iter": 450, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.26475, "loss_bbox": 3.56453, "loss": 3.82928, "grad_norm": 4.37491, "time": 0.8842}
{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.29382, "loss_bbox": 3.55252, "loss": 3.84634, "grad_norm": 4.56413, "time": 0.87997}
{"mode": "train", "epoch": 4, "iter": 550, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.31657, "loss_bbox": 3.56066, "loss": 3.87723, "grad_norm": 4.57345, "time": 0.88765}
{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.4353, "loss_bbox": 3.61229, "loss": 4.04758, "grad_norm": 6.88116, "time": 0.86793}
{"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.25595, "loss_bbox": 3.50491, "loss": 3.76086, "grad_norm": 3.52475, "time": 0.89096}
{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.24576, "loss_bbox": 3.53195, "loss": 3.77771, "grad_norm": 3.66265, "time": 0.93061}
{"mode": "train", "epoch": 4, "iter": 750, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.27261, "loss_bbox": 3.56394, "loss": 3.83654, "grad_norm": 4.65583, "time": 0.88713}
{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.28141, "loss_bbox": 3.54364, "loss": 3.82505, "grad_norm": 4.725, "time": 0.89758}
{"mode": "train", "epoch": 4, "iter": 850, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.2333, "loss_bbox": 3.50088, "loss": 3.73417, "grad_norm": 4.45077, "time": 0.90452}
{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.43611, "loss_bbox": 3.60072, "loss": 4.03683, "grad_norm": 6.36268, "time": 0.87059}
{"mode": "train", "epoch": 4, "iter": 950, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.34832, "loss_bbox": 3.56804, "loss": 3.91636, "grad_norm": 4.60139, "time": 0.86731}
{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.28713, "loss_bbox": 3.54146, "loss": 3.82859, "grad_norm": 4.45145, "time": 0.91041}
{"mode": "train", "epoch": 4, "iter": 1050, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.33014, "loss_bbox": 3.56072, "loss": 3.89086, "grad_norm": 4.37905, "time": 0.90527}
{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.26892, "loss_bbox": 3.53858, "loss": 3.8075, "grad_norm": 4.89484, "time": 0.83961}
{"mode": "train", "epoch": 4, "iter": 1150, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.28501, "loss_bbox": 3.56777, "loss": 3.85279, "grad_norm": 4.46933, "time": 0.89725}
{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.25167, "loss_bbox": 3.53868, "loss": 3.79035, "grad_norm": 4.21604, "time": 0.90813}
{"mode": "train", "epoch": 4, "iter": 1250, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.28107, "loss_bbox": 3.5565, "loss": 3.83757, "grad_norm": 4.25169, "time": 0.90157}
{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.23263, "loss_bbox": 3.53918, "loss": 3.77181, "grad_norm": 4.19192, "time": 0.88569}
{"mode": "train", "epoch": 4, "iter": 1350, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.26345, "loss_bbox": 3.53532, "loss": 3.79877, "grad_norm": 4.21586, "time": 0.89015}
{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.24957, "loss_bbox": 3.53462, "loss": 3.78419, "grad_norm": 4.07968, "time": 0.89833}
{"mode": "train", "epoch": 4, "iter": 1450, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.27496, "loss_bbox": 3.53833, "loss": 3.81329, "grad_norm": 4.7623, "time": 0.88555}
{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.25311, "loss_bbox": 3.51021, "loss": 3.76332, "grad_norm": 4.22345, "time": 0.91197}
{"mode": "train", "epoch": 4, "iter": 1550, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.27217, "loss_bbox": 3.53382, "loss": 3.80599, "grad_norm": 4.3317, "time": 0.89543}
{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.25859, "loss_bbox": 3.53238, "loss": 3.79097, "grad_norm": 4.12852, "time": 0.92354}
{"mode": "train", "epoch": 4, "iter": 1650, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.28128, "loss_bbox": 3.56476, "loss": 3.84604, "grad_norm": 4.65078, "time": 0.90833}
{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.28911, "loss_bbox": 3.55379, "loss": 3.8429, "grad_norm": 5.03314, "time": 0.89877}
{"mode": "train", "epoch": 4, "iter": 1750, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.28593, "loss_bbox": 3.56234, "loss": 3.84827, "grad_norm": 3.89537, "time": 0.92237}
{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.28785, "loss_bbox": 3.54204, "loss": 3.82989, "grad_norm": 4.53063, "time": 0.91201}
{"mode": "train", "epoch": 4, "iter": 1850, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.24463, "loss_bbox": 3.55179, "loss": 3.79642, "grad_norm": 4.57089, "time": 0.89184}
{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.34442, "loss_bbox": 3.6248, "loss": 3.96922, "grad_norm": 5.68673, "time": 0.90391}
{"mode": "train", "epoch": 4, "iter": 1950, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.27185, "loss_bbox": 3.55956, "loss": 3.8314, "grad_norm": 4.13769, "time": 0.8591}
{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.21742, "loss_bbox": 3.51416, "loss": 3.73158, "grad_norm": 3.28885, "time": 0.92426}
{"mode": "train", "epoch": 4, "iter": 2050, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.35825, "loss_bbox": 3.53771, "loss": 3.89596, "grad_norm": 5.14169, "time": 0.91559}
{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.31986, "loss_bbox": 3.5427, "loss": 3.86256, "grad_norm": 4.37305, "time": 0.91565}
{"mode": "train", "epoch": 4, "iter": 2150, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.3137, "loss_bbox": 3.53998, "loss": 3.85368, "grad_norm": 5.02584, "time": 0.83457}
{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.25892, "loss_bbox": 3.52382, "loss": 3.78274, "grad_norm": 4.5483, "time": 0.89063}
{"mode": "train", "epoch": 4, "iter": 2250, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.31324, "loss_bbox": 3.59789, "loss": 3.91114, "grad_norm": 5.01006, "time": 0.86741}
{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.31378, "loss_bbox": 3.57307, "loss": 3.88685, "grad_norm": 4.66383, "time": 0.90238}
{"mode": "train", "epoch": 4, "iter": 2350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.26286, "loss_bbox": 3.55016, "loss": 3.81302, "grad_norm": 4.18643, "time": 0.88714}
{"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.23914, "loss_bbox": 3.5238, "loss": 3.76294, "grad_norm": 4.26099, "time": 0.86218}
{"mode": "train", "epoch": 4, "iter": 2450, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.26086, "loss_bbox": 3.54164, "loss": 3.8025, "grad_norm": 5.34764, "time": 0.86177}
{"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.21883, "loss_bbox": 3.55778, "loss": 3.77661, "grad_norm": 4.15019, "time": 0.91778}
{"mode": "train", "epoch": 4, "iter": 2550, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.28886, "loss_bbox": 3.60673, "loss": 3.89558, "grad_norm": 5.25184, "time": 0.92587}
{"mode": "train", "epoch": 4, "iter": 2600, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.2498, "loss_bbox": 3.60406, "loss": 3.85386, "grad_norm": 4.05979, "time": 0.89331}
{"mode": "train", "epoch": 4, "iter": 2650, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.25768, "loss_bbox": 3.54293, "loss": 3.80061, "grad_norm": 4.31124, "time": 0.90611}
{"mode": "train", "epoch": 4, "iter": 2700, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23516, "loss_bbox": 3.53141, "loss": 3.76658, "grad_norm": 4.24432, "time": 0.889}
{"mode": "train", "epoch": 4, "iter": 2750, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.23655, "loss_bbox": 3.52121, "loss": 3.75776, "grad_norm": 3.99929, "time": 0.87345}
{"mode": "train", "epoch": 4, "iter": 2800, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.2921, "loss_bbox": 3.54401, "loss": 3.83611, "grad_norm": 4.77824, "time": 0.88905}
{"mode": "train", "epoch": 4, "iter": 2850, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.35782, "loss_bbox": 3.58105, "loss": 3.93887, "grad_norm": 5.65307, "time": 0.89068}
{"mode": "train", "epoch": 4, "iter": 2900, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.31833, "loss_bbox": 3.56123, "loss": 3.87955, "grad_norm": 4.81553, "time": 0.89914}
{"mode": "train", "epoch": 4, "iter": 2950, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.31438, "loss_bbox": 3.54552, "loss": 3.8599, "grad_norm": 4.75056, "time": 0.90107}
{"mode": "train", "epoch": 4, "iter": 3000, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.29036, "loss_bbox": 3.5676, "loss": 3.85796, "grad_norm": 4.60161, "time": 0.8852}
{"mode": "train", "epoch": 4, "iter": 3050, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.29598, "loss_bbox": 3.54397, "loss": 3.83994, "grad_norm": 4.41784, "time": 0.89468}
{"mode": "train", "epoch": 4, "iter": 3100, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.30262, "loss_bbox": 3.53731, "loss": 3.83993, "grad_norm": 4.67001, "time": 0.88471}
{"mode": "train", "epoch": 4, "iter": 3150, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.32364, "loss_bbox": 3.59081, "loss": 3.91446, "grad_norm": 5.50528, "time": 0.89222}
{"mode": "train", "epoch": 4, "iter": 3200, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.31051, "loss_bbox": 3.52642, "loss": 3.83694, "grad_norm": 4.27839, "time": 0.90267}
{"mode": "train", "epoch": 4, "iter": 3250, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.27895, "loss_bbox": 3.53146, "loss": 3.81041, "grad_norm": 3.93731, "time": 0.89233}
{"mode": "train", "epoch": 4, "iter": 3300, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.31895, "loss_bbox": 3.56562, "loss": 3.88456, "grad_norm": 4.54109, "time": 0.89377}
{"mode": "train", "epoch": 4, "iter": 3350, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.23851, "loss_bbox": 3.53085, "loss": 3.76936, "grad_norm": 4.01411, "time": 0.89872}
{"mode": "train", "epoch": 4, "iter": 3400, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.27334, "loss_bbox": 3.55253, "loss": 3.82588, "grad_norm": 4.16503, "time": 0.86006}
{"mode": "train", "epoch": 4, "iter": 3450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.24992, "loss_bbox": 3.515, "loss": 3.76491, "grad_norm": 4.14846, "time": 0.88212}
{"mode": "train", "epoch": 4, "iter": 3500, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.24147, "loss_bbox": 3.53764, "loss": 3.77911, "grad_norm": 3.95776, "time": 0.8992}
{"mode": "train", "epoch": 4, "iter": 3550, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.26138, "loss_bbox": 3.54656, "loss": 3.80794, "grad_norm": 4.54677, "time": 0.91757}
{"mode": "train", "epoch": 4, "iter": 3600, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.22589, "loss_bbox": 3.54438, "loss": 3.77028, "grad_norm": 3.88794, "time": 0.92916}
{"mode": "train", "epoch": 4, "iter": 3650, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.2501, "loss_bbox": 3.54442, "loss": 3.79452, "grad_norm": 3.96163, "time": 0.91674}
{"mode": "train", "epoch": 4, "iter": 3700, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.19974, "loss_bbox": 3.51435, "loss": 3.7141, "grad_norm": 3.95036, "time": 0.8619}
{"mode": "train", "epoch": 4, "iter": 3750, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.22293, "loss_bbox": 3.53292, "loss": 3.75585, "grad_norm": 3.92434, "time": 0.91263}
{"mode": "train", "epoch": 4, "iter": 3800, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.25493, "loss_bbox": 3.58449, "loss": 3.83942, "grad_norm": 4.70597, "time": 0.86875}
{"mode": "train", "epoch": 4, "iter": 3850, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.30184, "loss_bbox": 3.57099, "loss": 3.87283, "grad_norm": 5.40535, "time": 0.89619}
{"mode": "train", "epoch": 4, "iter": 3900, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.26118, "loss_bbox": 3.55453, "loss": 3.81571, "grad_norm": 4.3548, "time": 0.90717}
{"mode": "train", "epoch": 4, "iter": 3950, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.25515, "loss_bbox": 3.53843, "loss": 3.79359, "grad_norm": 4.27611, "time": 0.90518}
{"mode": "train", "epoch": 4, "iter": 4000, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.28711, "loss_bbox": 3.56442, "loss": 3.85153, "grad_norm": 5.08963, "time": 0.89652}
{"mode": "train", "epoch": 4, "iter": 4050, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.28656, "loss_bbox": 3.51788, "loss": 3.80444, "grad_norm": 4.60957, "time": 0.88203}
{"mode": "train", "epoch": 4, "iter": 4100, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.27019, "loss_bbox": 3.56669, "loss": 3.83688, "grad_norm": 4.77596, "time": 0.90876}
{"mode": "train", "epoch": 4, "iter": 4150, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.27775, "loss_bbox": 3.59458, "loss": 3.87233, "grad_norm": 4.68348, "time": 0.87763}
{"mode": "train", "epoch": 4, "iter": 4200, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.28044, "loss_bbox": 3.54716, "loss": 3.8276, "grad_norm": 4.4228, "time": 0.89669}
{"mode": "train", "epoch": 4, "iter": 4250, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.28655, "loss_bbox": 3.5686, "loss": 3.85515, "grad_norm": 4.97225, "time": 0.90554}
{"mode": "train", "epoch": 4, "iter": 4300, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.26631, "loss_bbox": 3.53814, "loss": 3.80445, "grad_norm": 4.31847, "time": 0.87824}
{"mode": "train", "epoch": 4, "iter": 4350, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.26651, "loss_bbox": 3.53295, "loss": 3.79946, "grad_norm": 3.98109, "time": 0.91779}
{"mode": "train", "epoch": 4, "iter": 4400, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.32289, "loss_bbox": 3.55678, "loss": 3.87968, "grad_norm": 4.72752, "time": 0.87926}
{"mode": "train", "epoch": 4, "iter": 4450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.24229, "loss_bbox": 3.53761, "loss": 3.7799, "grad_norm": 3.83817, "time": 0.9014}
{"mode": "train", "epoch": 4, "iter": 4500, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.31047, "loss_bbox": 3.57442, "loss": 3.88489, "grad_norm": 5.31961, "time": 0.93009}
{"mode": "train", "epoch": 4, "iter": 4550, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23933, "loss_bbox": 3.52612, "loss": 3.76545, "grad_norm": 3.44045, "time": 0.92449}
{"mode": "train", "epoch": 4, "iter": 4600, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.24014, "loss_bbox": 3.53538, "loss": 3.77552, "grad_norm": 3.53544, "time": 0.92225}
{"mode": "train", "epoch": 4, "iter": 4650, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.24475, "loss_bbox": 3.54103, "loss": 3.78578, "grad_norm": 3.90832, "time": 0.88974}
{"mode": "train", "epoch": 4, "iter": 4700, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.24736, "loss_bbox": 3.51555, "loss": 3.76291, "grad_norm": 3.91944, "time": 0.88457}
{"mode": "train", "epoch": 4, "iter": 4750, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.27953, "loss_bbox": 3.54229, "loss": 3.82182, "grad_norm": 4.30638, "time": 0.91996}
{"mode": "train", "epoch": 4, "iter": 4800, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.34267, "loss_bbox": 3.52075, "loss": 3.86343, "grad_norm": 4.37524, "time": 0.9131}
{"mode": "train", "epoch": 4, "iter": 4850, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.31372, "loss_bbox": 3.53923, "loss": 3.85295, "grad_norm": 3.88189, "time": 0.89905}
{"mode": "train", "epoch": 4, "iter": 4900, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.28248, "loss_bbox": 3.55766, "loss": 3.84014, "grad_norm": 4.58576, "time": 0.91662}
{"mode": "train", "epoch": 4, "iter": 4950, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.2407, "loss_bbox": 3.53813, "loss": 3.77882, "grad_norm": 3.84962, "time": 0.9066}
{"mode": "train", "epoch": 4, "iter": 5000, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23006, "loss_bbox": 3.56048, "loss": 3.79055, "grad_norm": 4.16658, "time": 0.91018}
{"mode": "train", "epoch": 4, "iter": 5050, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.26699, "loss_bbox": 3.54631, "loss": 3.8133, "grad_norm": 4.37935, "time": 0.91522}
{"mode": "train", "epoch": 4, "iter": 5100, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.25053, "loss_bbox": 3.5445, "loss": 3.79503, "grad_norm": 4.18575, "time": 0.88162}
{"mode": "train", "epoch": 4, "iter": 5150, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.24657, "loss_bbox": 3.57569, "loss": 3.82225, "grad_norm": 4.05576, "time": 0.90645}
{"mode": "train", "epoch": 4, "iter": 5200, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21952, "loss_bbox": 3.53178, "loss": 3.7513, "grad_norm": 3.94216, "time": 0.90987}
{"mode": "train", "epoch": 4, "iter": 5250, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.25821, "loss_bbox": 3.53939, "loss": 3.7976, "grad_norm": 4.36345, "time": 0.91893}
{"mode": "train", "epoch": 4, "iter": 5300, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.28203, "loss_bbox": 3.58626, "loss": 3.86829, "grad_norm": 5.05512, "time": 0.92456}
{"mode": "train", "epoch": 4, "iter": 5350, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.25097, "loss_bbox": 3.51779, "loss": 3.76876, "grad_norm": 4.63043, "time": 0.89287}
{"mode": "train", "epoch": 4, "iter": 5400, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.24299, "loss_bbox": 3.5296, "loss": 3.7726, "grad_norm": 4.18788, "time": 0.8923}
{"mode": "train", "epoch": 4, "iter": 5450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23663, "loss_bbox": 3.51826, "loss": 3.75489, "grad_norm": 3.8, "time": 0.89846}
{"mode": "train", "epoch": 4, "iter": 5500, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.28367, "loss_bbox": 3.53869, "loss": 3.82236, "grad_norm": 4.43219, "time": 0.90139}
{"mode": "train", "epoch": 4, "iter": 5550, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.26552, "loss_bbox": 3.54542, "loss": 3.81094, "grad_norm": 4.0413, "time": 0.89844}
{"mode": "train", "epoch": 4, "iter": 5600, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22135, "loss_bbox": 3.5183, "loss": 3.73965, "grad_norm": 3.95151, "time": 0.90504}
{"mode": "train", "epoch": 4, "iter": 5650, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.24667, "loss_bbox": 3.52879, "loss": 3.77546, "grad_norm": 3.68493, "time": 0.92068}
{"mode": "train", "epoch": 4, "iter": 5700, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.20905, "loss_bbox": 3.50179, "loss": 3.71083, "grad_norm": 3.64138, "time": 0.88886}
{"mode": "train", "epoch": 4, "iter": 5750, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.25488, "loss_bbox": 3.55145, "loss": 3.80633, "grad_norm": 4.09151, "time": 0.90778}
{"mode": "train", "epoch": 4, "iter": 5800, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.25778, "loss_bbox": 3.53628, "loss": 3.79406, "grad_norm": 4.3401, "time": 0.90636}
{"mode": "train", "epoch": 4, "iter": 5850, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.3093, "loss_bbox": 3.57863, "loss": 3.88793, "grad_norm": 4.79134, "time": 0.90754}
{"mode": "train", "epoch": 4, "iter": 5900, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.37329, "loss_bbox": 3.54486, "loss": 3.91815, "grad_norm": 6.25022, "time": 0.88448}
{"mode": "train", "epoch": 4, "iter": 5950, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.38943, "loss_bbox": 3.56956, "loss": 3.95899, "grad_norm": 4.61845, "time": 0.8955}
{"mode": "train", "epoch": 4, "iter": 6000, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.31966, "loss_bbox": 3.55805, "loss": 3.8777, "grad_norm": 5.13024, "time": 0.87809}
{"mode": "train", "epoch": 4, "iter": 6050, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.28077, "loss_bbox": 3.5609, "loss": 3.84167, "grad_norm": 4.8963, "time": 0.90756}
{"mode": "train", "epoch": 4, "iter": 6100, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.25703, "loss_bbox": 3.54882, "loss": 3.80585, "grad_norm": 4.77372, "time": 0.89782}
{"mode": "train", "epoch": 4, "iter": 6150, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.24252, "loss_bbox": 3.52959, "loss": 3.77211, "grad_norm": 3.80871, "time": 0.91524}
{"mode": "train", "epoch": 4, "iter": 6200, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.23275, "loss_bbox": 3.51669, "loss": 3.74944, "grad_norm": 3.67012, "time": 0.88541}
{"mode": "train", "epoch": 4, "iter": 6250, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23104, "loss_bbox": 3.52343, "loss": 3.75447, "grad_norm": 3.5746, "time": 0.91476}
{"mode": "train", "epoch": 4, "iter": 6300, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.22071, "loss_bbox": 3.50084, "loss": 3.72155, "grad_norm": 3.66616, "time": 0.90751}
{"mode": "train", "epoch": 4, "iter": 6350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.2566, "loss_bbox": 3.5421, "loss": 3.7987, "grad_norm": 4.15306, "time": 0.89731}
{"mode": "train", "epoch": 4, "iter": 6400, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.23322, "loss_bbox": 3.53327, "loss": 3.76649, "grad_norm": 3.75579, "time": 0.89623}
{"mode": "train", "epoch": 5, "iter": 50, "lr": 0.0025, "memory": 3468, "data_time": 0.4448, "loss_cls": 0.25315, "loss_bbox": 3.51562, "loss": 3.76877, "grad_norm": 4.42507, "time": 1.32678}
{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.22877, "loss_bbox": 3.50491, "loss": 3.73368, "grad_norm": 3.81061, "time": 0.89242}
{"mode": "train", "epoch": 5, "iter": 150, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.23874, "loss_bbox": 3.54493, "loss": 3.78367, "grad_norm": 3.98357, "time": 0.9126}
{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.33415, "loss_bbox": 3.53021, "loss": 3.86437, "grad_norm": 5.06249, "time": 0.86274}
{"mode": "train", "epoch": 5, "iter": 250, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.25082, "loss_bbox": 3.5033, "loss": 3.75412, "grad_norm": 3.80943, "time": 0.90574}
{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.25438, "loss_bbox": 3.55214, "loss": 3.80652, "grad_norm": 4.1178, "time": 0.89275}
{"mode": "train", "epoch": 5, "iter": 350, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.28062, "loss_bbox": 3.54035, "loss": 3.82097, "grad_norm": 4.26359, "time": 0.89705}
{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.23961, "loss_bbox": 3.50935, "loss": 3.74897, "grad_norm": 4.20986, "time": 0.89876}
{"mode": "train", "epoch": 5, "iter": 450, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.26933, "loss_bbox": 3.5412, "loss": 3.81053, "grad_norm": 4.56622, "time": 0.89653}
{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.19746, "loss_bbox": 3.50898, "loss": 3.70644, "grad_norm": 3.89824, "time": 0.87848}
{"mode": "train", "epoch": 5, "iter": 550, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.22173, "loss_bbox": 3.54348, "loss": 3.76521, "grad_norm": 4.00838, "time": 0.90479}
{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.25339, "loss_bbox": 3.53245, "loss": 3.78583, "grad_norm": 4.31682, "time": 0.89825}
{"mode": "train", "epoch": 5, "iter": 650, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.23308, "loss_bbox": 3.51145, "loss": 3.74453, "grad_norm": 3.74833, "time": 0.91908}
{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.24083, "loss_bbox": 3.54954, "loss": 3.79036, "grad_norm": 4.60438, "time": 0.89342}
{"mode": "train", "epoch": 5, "iter": 750, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.23167, "loss_bbox": 3.53622, "loss": 3.76788, "grad_norm": 4.50207, "time": 0.89552}
{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.22267, "loss_bbox": 3.52004, "loss": 3.74272, "grad_norm": 3.94662, "time": 0.88579}
{"mode": "train", "epoch": 5, "iter": 850, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.27488, "loss_bbox": 3.53886, "loss": 3.81375, "grad_norm": 4.56739, "time": 0.87295}
{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.25528, "loss_bbox": 3.51264, "loss": 3.76792, "grad_norm": 4.52108, "time": 0.89332}
{"mode": "train", "epoch": 5, "iter": 950, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.20281, "loss_bbox": 3.506, "loss": 3.70881, "grad_norm": 3.75745, "time": 0.90849}
{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.22, "loss_bbox": 3.51466, "loss": 3.73467, "grad_norm": 3.9875, "time": 0.88213}
{"mode": "train", "epoch": 5, "iter": 1050, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.20993, "loss_bbox": 3.49896, "loss": 3.70889, "grad_norm": 3.81498, "time": 0.87678}
{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.20598, "loss_bbox": 3.5098, "loss": 3.71578, "grad_norm": 3.79364, "time": 0.8918}
{"mode": "train", "epoch": 5, "iter": 1150, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.22203, "loss_bbox": 3.50618, "loss": 3.72822, "grad_norm": 3.96777, "time": 0.92581}
{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21885, "loss_bbox": 3.53196, "loss": 3.75081, "grad_norm": 3.87978, "time": 0.88174}
{"mode": "train", "epoch": 5, "iter": 1250, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23964, "loss_bbox": 3.52331, "loss": 3.76295, "grad_norm": 4.38205, "time": 0.89117}
{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.20761, "loss_bbox": 3.54083, "loss": 3.74844, "grad_norm": 3.64427, "time": 0.89599}
{"mode": "train", "epoch": 5, "iter": 1350, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.21795, "loss_bbox": 3.52186, "loss": 3.73981, "grad_norm": 3.69068, "time": 0.90349}
{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.22893, "loss_bbox": 3.55952, "loss": 3.78845, "grad_norm": 4.01952, "time": 0.88646}
{"mode": "train", "epoch": 5, "iter": 1450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.21623, "loss_bbox": 3.5382, "loss": 3.75443, "grad_norm": 4.09644, "time": 0.91536}
{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.24206, "loss_bbox": 3.55366, "loss": 3.79572, "grad_norm": 4.73362, "time": 0.92623}
{"mode": "train", "epoch": 5, "iter": 1550, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.20657, "loss_bbox": 3.5066, "loss": 3.71317, "grad_norm": 3.51493, "time": 0.87276}
{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.22562, "loss_bbox": 3.53031, "loss": 3.75593, "grad_norm": 4.09414, "time": 0.89316}
{"mode": "train", "epoch": 5, "iter": 1650, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21003, "loss_bbox": 3.50333, "loss": 3.71336, "grad_norm": 3.72564, "time": 0.87645}
{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23964, "loss_bbox": 3.52108, "loss": 3.76072, "grad_norm": 4.34833, "time": 0.8744}
{"mode": "train", "epoch": 5, "iter": 1750, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22039, "loss_bbox": 3.53146, "loss": 3.75184, "grad_norm": 3.83247, "time": 0.90059}
{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23999, "loss_bbox": 3.52438, "loss": 3.76437, "grad_norm": 3.98736, "time": 0.90475}
{"mode": "train", "epoch": 5, "iter": 1850, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.21635, "loss_bbox": 3.53212, "loss": 3.74847, "grad_norm": 3.72321, "time": 0.91379}
{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.25646, "loss_bbox": 3.52192, "loss": 3.77838, "grad_norm": 4.47282, "time": 0.87462}
{"mode": "train", "epoch": 5, "iter": 1950, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.21498, "loss_bbox": 3.50522, "loss": 3.7202, "grad_norm": 3.92176, "time": 0.9075}
{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.20906, "loss_bbox": 3.51421, "loss": 3.72327, "grad_norm": 3.79572, "time": 0.92034}
{"mode": "train", "epoch": 5, "iter": 2050, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.2781, "loss_bbox": 3.55013, "loss": 3.82823, "grad_norm": 4.91222, "time": 0.88159}
{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.24244, "loss_bbox": 3.51848, "loss": 3.76093, "grad_norm": 3.97232, "time": 0.90944}
{"mode": "train", "epoch": 5, "iter": 2150, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23264, "loss_bbox": 3.5317, "loss": 3.76435, "grad_norm": 3.8199, "time": 0.92324}
{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.32758, "loss_bbox": 3.54982, "loss": 3.87739, "grad_norm": 5.755, "time": 0.90332}
{"mode": "train", "epoch": 5, "iter": 2250, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.29038, "loss_bbox": 3.55577, "loss": 3.84615, "grad_norm": 5.27737, "time": 0.90066}
{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.2423, "loss_bbox": 3.52769, "loss": 3.76999, "grad_norm": 4.02998, "time": 0.91179}
{"mode": "train", "epoch": 5, "iter": 2350, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.25975, "loss_bbox": 3.56591, "loss": 3.82566, "grad_norm": 4.44205, "time": 0.90612}
{"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.27317, "loss_bbox": 3.51596, "loss": 3.78914, "grad_norm": 4.37585, "time": 0.90302}
{"mode": "train", "epoch": 5, "iter": 2450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.25631, "loss_bbox": 3.52771, "loss": 3.78401, "grad_norm": 4.1897, "time": 0.91726}
{"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.24311, "loss_bbox": 3.52173, "loss": 3.76484, "grad_norm": 4.50002, "time": 0.88324}
{"mode": "train", "epoch": 5, "iter": 2550, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.24928, "loss_bbox": 3.52313, "loss": 3.77241, "grad_norm": 4.35876, "time": 0.89897}
{"mode": "train", "epoch": 5, "iter": 2600, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.23245, "loss_bbox": 3.53824, "loss": 3.77069, "grad_norm": 4.19462, "time": 0.87237}
{"mode": "train", "epoch": 5, "iter": 2650, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.20996, "loss_bbox": 3.51587, "loss": 3.72583, "grad_norm": 3.59707, "time": 0.91609}
{"mode": "train", "epoch": 5, "iter": 2700, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.30978, "loss_bbox": 3.5407, "loss": 3.85048, "grad_norm": 5.09558, "time": 0.89566}
{"mode": "train", "epoch": 5, "iter": 2750, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.33318, "loss_bbox": 3.52032, "loss": 3.8535, "grad_norm": 6.67107, "time": 0.85125}
{"mode": "train", "epoch": 5, "iter": 2800, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.30531, "loss_bbox": 3.55111, "loss": 3.85642, "grad_norm": 4.91915, "time": 0.88882}
{"mode": "train", "epoch": 5, "iter": 2850, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.27735, "loss_bbox": 3.55721, "loss": 3.83456, "grad_norm": 4.00629, "time": 0.93972}
{"mode": "train", "epoch": 5, "iter": 2900, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.21962, "loss_bbox": 3.52838, "loss": 3.748, "grad_norm": 3.95829, "time": 0.89553}
{"mode": "train", "epoch": 5, "iter": 2950, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.22147, "loss_bbox": 3.51608, "loss": 3.73755, "grad_norm": 3.26305, "time": 0.94036}
{"mode": "train", "epoch": 5, "iter": 3000, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22029, "loss_bbox": 3.51771, "loss": 3.738, "grad_norm": 3.96989, "time": 0.87882}
{"mode": "train", "epoch": 5, "iter": 3050, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.24367, "loss_bbox": 3.53203, "loss": 3.7757, "grad_norm": 4.08987, "time": 0.91051}
{"mode": "train", "epoch": 5, "iter": 3100, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.23671, "loss_bbox": 3.52025, "loss": 3.75695, "grad_norm": 4.13494, "time": 0.87759}
{"mode": "train", "epoch": 5, "iter": 3150, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23927, "loss_bbox": 3.52773, "loss": 3.767, "grad_norm": 3.96692, "time": 0.90804}
{"mode": "train", "epoch": 5, "iter": 3200, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22878, "loss_bbox": 3.52722, "loss": 3.756, "grad_norm": 3.80026, "time": 0.90774}
{"mode": "train", "epoch": 5, "iter": 3250, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.25332, "loss_bbox": 3.52364, "loss": 3.77696, "grad_norm": 4.5641, "time": 0.86035}
{"mode": "train", "epoch": 5, "iter": 3300, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.24443, "loss_bbox": 3.51569, "loss": 3.76012, "grad_norm": 4.25588, "time": 0.8965}
{"mode": "train", "epoch": 5, "iter": 3350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.25071, "loss_bbox": 3.56992, "loss": 3.82064, "grad_norm": 4.12408, "time": 0.94364}
{"mode": "train", "epoch": 5, "iter": 3400, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.2101, "loss_bbox": 3.49371, "loss": 3.70381, "grad_norm": 4.08387, "time": 0.83535}
{"mode": "train", "epoch": 5, "iter": 3450, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.20884, "loss_bbox": 3.50127, "loss": 3.71011, "grad_norm": 3.64417, "time": 0.89753}
{"mode": "train", "epoch": 5, "iter": 3500, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.25928, "loss_bbox": 3.51323, "loss": 3.7725, "grad_norm": 4.26266, "time": 0.83342}
{"mode": "train", "epoch": 5, "iter": 3550, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.29533, "loss_bbox": 3.54344, "loss": 3.83877, "grad_norm": 4.41051, "time": 0.90676}
{"mode": "train", "epoch": 5, "iter": 3600, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.22671, "loss_bbox": 3.50899, "loss": 3.7357, "grad_norm": 3.81922, "time": 0.90264}
{"mode": "train", "epoch": 5, "iter": 3650, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.258, "loss_bbox": 3.5625, "loss": 3.82049, "grad_norm": 4.72612, "time": 0.91685}
{"mode": "train", "epoch": 5, "iter": 3700, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.26168, "loss_bbox": 3.51972, "loss": 3.7814, "grad_norm": 4.46466, "time": 0.85623}
{"mode": "train", "epoch": 5, "iter": 3750, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.19222, "loss_bbox": 3.49853, "loss": 3.69075, "grad_norm": 3.08871, "time": 0.88747}
{"mode": "train", "epoch": 5, "iter": 3800, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.24051, "loss_bbox": 3.53359, "loss": 3.7741, "grad_norm": 4.44535, "time": 0.91064}
{"mode": "train", "epoch": 5, "iter": 3850, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.26758, "loss_bbox": 3.59662, "loss": 3.8642, "grad_norm": 4.65179, "time": 0.87813}
{"mode": "train", "epoch": 5, "iter": 3900, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.21181, "loss_bbox": 3.51719, "loss": 3.729, "grad_norm": 4.2841, "time": 0.91106}
{"mode": "train", "epoch": 5, "iter": 3950, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.30394, "loss_bbox": 3.55141, "loss": 3.85536, "grad_norm": 4.63801, "time": 0.90624}
{"mode": "train", "epoch": 5, "iter": 4000, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.26807, "loss_bbox": 3.50706, "loss": 3.77513, "grad_norm": 3.58096, "time": 0.89163}
{"mode": "train", "epoch": 5, "iter": 4050, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.26515, "loss_bbox": 3.52065, "loss": 3.78579, "grad_norm": 4.55662, "time": 0.91171}
{"mode": "train", "epoch": 5, "iter": 4100, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.27704, "loss_bbox": 3.54478, "loss": 3.82181, "grad_norm": 4.43075, "time": 0.90879}
{"mode": "train", "epoch": 5, "iter": 4150, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.20915, "loss_bbox": 3.51404, "loss": 3.72318, "grad_norm": 3.71558, "time": 0.90732}
{"mode": "train", "epoch": 5, "iter": 4200, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.26358, "loss_bbox": 3.5497, "loss": 3.81329, "grad_norm": 4.45578, "time": 0.89167}
{"mode": "train", "epoch": 5, "iter": 4250, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.25584, "loss_bbox": 3.53765, "loss": 3.79349, "grad_norm": 4.12597, "time": 0.9231}
{"mode": "train", "epoch": 5, "iter": 4300, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.25475, "loss_bbox": 3.52384, "loss": 3.77859, "grad_norm": 3.98111, "time": 0.91227}
{"mode": "train", "epoch": 5, "iter": 4350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.271, "loss_bbox": 3.5259, "loss": 3.7969, "grad_norm": 4.85445, "time": 0.90545}
{"mode": "train", "epoch": 5, "iter": 4400, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.30966, "loss_bbox": 3.49563, "loss": 3.8053, "grad_norm": 3.86602, "time": 0.90568}
{"mode": "train", "epoch": 5, "iter": 4450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.26349, "loss_bbox": 3.55725, "loss": 3.82073, "grad_norm": 4.45906, "time": 0.8958}
{"mode": "train", "epoch": 5, "iter": 4500, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.2447, "loss_bbox": 3.55846, "loss": 3.80316, "grad_norm": 4.1396, "time": 0.91551}
{"mode": "train", "epoch": 5, "iter": 4550, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.2324, "loss_bbox": 3.53697, "loss": 3.76937, "grad_norm": 3.81131, "time": 0.89772}
{"mode": "train", "epoch": 5, "iter": 4600, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.19904, "loss_bbox": 3.49277, "loss": 3.69181, "grad_norm": 3.59573, "time": 0.90175}
{"mode": "train", "epoch": 5, "iter": 4650, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.17663, "loss_bbox": 3.47906, "loss": 3.65569, "grad_norm": 3.17444, "time": 0.91735}
{"mode": "train", "epoch": 5, "iter": 4700, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.28825, "loss_bbox": 3.54885, "loss": 3.8371, "grad_norm": 4.9968, "time": 0.89002}
{"mode": "train", "epoch": 5, "iter": 4750, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.24456, "loss_bbox": 3.51563, "loss": 3.7602, "grad_norm": 3.79529, "time": 0.90184}
{"mode": "train", "epoch": 5, "iter": 4800, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.28237, "loss_bbox": 3.52342, "loss": 3.80579, "grad_norm": 4.51266, "time": 0.89221}
{"mode": "train", "epoch": 5, "iter": 4850, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.24343, "loss_bbox": 3.53466, "loss": 3.77809, "grad_norm": 4.27024, "time": 0.89618}
{"mode": "train", "epoch": 5, "iter": 4900, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.20967, "loss_bbox": 3.50908, "loss": 3.71875, "grad_norm": 3.77136, "time": 0.91969}
{"mode": "train", "epoch": 5, "iter": 4950, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.2318, "loss_bbox": 3.51945, "loss": 3.75124, "grad_norm": 4.56207, "time": 0.8614}
{"mode": "train", "epoch": 5, "iter": 5000, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.2144, "loss_bbox": 3.48961, "loss": 3.70402, "grad_norm": 3.60861, "time": 0.92323}
{"mode": "train", "epoch": 5, "iter": 5050, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22886, "loss_bbox": 3.51307, "loss": 3.74193, "grad_norm": 4.21963, "time": 0.9079}
{"mode": "train", "epoch": 5, "iter": 5100, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.2702, "loss_bbox": 3.51618, "loss": 3.78638, "grad_norm": 4.0778, "time": 0.90607}
{"mode": "train", "epoch": 5, "iter": 5150, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.22606, "loss_bbox": 3.49374, "loss": 3.71979, "grad_norm": 3.33858, "time": 0.90983}
{"mode": "train", "epoch": 5, "iter": 5200, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.24745, "loss_bbox": 3.53171, "loss": 3.77916, "grad_norm": 4.05166, "time": 0.90134}
{"mode": "train", "epoch": 5, "iter": 5250, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.25391, "loss_bbox": 3.52139, "loss": 3.7753, "grad_norm": 4.64831, "time": 0.87981}
{"mode": "train", "epoch": 5, "iter": 5300, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.2428, "loss_bbox": 3.51213, "loss": 3.75493, "grad_norm": 3.86766, "time": 0.90565}
{"mode": "train", "epoch": 5, "iter": 5350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.22112, "loss_bbox": 3.51848, "loss": 3.7396, "grad_norm": 3.69872, "time": 0.91763}
{"mode": "train", "epoch": 5, "iter": 5400, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23628, "loss_bbox": 3.52658, "loss": 3.76286, "grad_norm": 4.37713, "time": 0.88434}
{"mode": "train", "epoch": 5, "iter": 5450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.21364, "loss_bbox": 3.51859, "loss": 3.73223, "grad_norm": 4.0601, "time": 0.9295}
{"mode": "train", "epoch": 5, "iter": 5500, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.22072, "loss_bbox": 3.50676, "loss": 3.72748, "grad_norm": 3.81733, "time": 0.91029}
{"mode": "train", "epoch": 5, "iter": 5550, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.24831, "loss_bbox": 3.55755, "loss": 3.80586, "grad_norm": 4.14907, "time": 0.92872}
{"mode": "train", "epoch": 5, "iter": 5600, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.24807, "loss_bbox": 3.54668, "loss": 3.79475, "grad_norm": 4.35545, "time": 0.90728}
{"mode": "train", "epoch": 5, "iter": 5650, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.23467, "loss_bbox": 3.53028, "loss": 3.76495, "grad_norm": 4.22995, "time": 0.90227}
{"mode": "train", "epoch": 5, "iter": 5700, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.23924, "loss_bbox": 3.53853, "loss": 3.77777, "grad_norm": 4.51645, "time": 0.88383}
{"mode": "train", "epoch": 5, "iter": 5750, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.22564, "loss_bbox": 3.53549, "loss": 3.76113, "grad_norm": 3.65063, "time": 0.94888}
{"mode": "train", "epoch": 5, "iter": 5800, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.24686, "loss_bbox": 3.50804, "loss": 3.7549, "grad_norm": 4.13366, "time": 0.91888}
{"mode": "train", "epoch": 5, "iter": 5850, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.21691, "loss_bbox": 3.49604, "loss": 3.71295, "grad_norm": 3.99919, "time": 0.88437}
{"mode": "train", "epoch": 5, "iter": 5900, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.25695, "loss_bbox": 3.55234, "loss": 3.80929, "grad_norm": 4.27359, "time": 0.88761}
{"mode": "train", "epoch": 5, "iter": 5950, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.24243, "loss_bbox": 3.54229, "loss": 3.78472, "grad_norm": 4.38984, "time": 0.89965}
{"mode": "train", "epoch": 5, "iter": 6000, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.2432, "loss_bbox": 3.52186, "loss": 3.76506, "grad_norm": 4.29427, "time": 0.9048}
{"mode": "train", "epoch": 5, "iter": 6050, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.23896, "loss_bbox": 3.53561, "loss": 3.77457, "grad_norm": 4.6047, "time": 0.88527}
{"mode": "train", "epoch": 5, "iter": 6100, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.24383, "loss_bbox": 3.53922, "loss": 3.78305, "grad_norm": 4.19061, "time": 0.88721}
{"mode": "train", "epoch": 5, "iter": 6150, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.236, "loss_bbox": 3.54217, "loss": 3.77817, "grad_norm": 4.1542, "time": 0.94148}
{"mode": "train", "epoch": 5, "iter": 6200, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.40492, "loss_bbox": 3.54594, "loss": 3.95087, "grad_norm": 5.2206, "time": 0.90127}
{"mode": "train", "epoch": 5, "iter": 6250, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.2773, "loss_bbox": 3.53462, "loss": 3.81192, "grad_norm": 4.48616, "time": 0.91976}
{"mode": "train", "epoch": 5, "iter": 6300, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.22505, "loss_bbox": 3.5174, "loss": 3.74245, "grad_norm": 3.90535, "time": 0.89979}
{"mode": "train", "epoch": 5, "iter": 6350, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.17877, "loss_bbox": 3.51722, "loss": 3.69599, "grad_norm": 3.11697, "time": 0.94046}
{"mode": "train", "epoch": 5, "iter": 6400, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.22989, "loss_bbox": 3.51221, "loss": 3.7421, "grad_norm": 4.16082, "time": 0.90532}
{"mode": "train", "epoch": 6, "iter": 50, "lr": 0.0025, "memory": 3468, "data_time": 0.44626, "loss_cls": 0.19572, "loss_bbox": 3.50182, "loss": 3.69754, "grad_norm": 3.55495, "time": 1.34735}
{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.17953, "loss_bbox": 3.51382, "loss": 3.69335, "grad_norm": 3.39577, "time": 0.87849}
{"mode": "train", "epoch": 6, "iter": 150, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.22556, "loss_bbox": 3.50402, "loss": 3.72958, "grad_norm": 4.19966, "time": 0.88481}
{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.25015, "loss_bbox": 3.52541, "loss": 3.77556, "grad_norm": 4.62743, "time": 0.90369}
{"mode": "train", "epoch": 6, "iter": 250, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.22693, "loss_bbox": 3.50785, "loss": 3.73478, "grad_norm": 4.44194, "time": 0.86425}
{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.29474, "loss_bbox": 3.52165, "loss": 3.81639, "grad_norm": 4.77508, "time": 0.93326}
{"mode": "train", "epoch": 6, "iter": 350, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.25608, "loss_bbox": 3.53614, "loss": 3.79222, "grad_norm": 4.37406, "time": 0.91059}
{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.25474, "loss_bbox": 3.52109, "loss": 3.77584, "grad_norm": 3.87975, "time": 0.92686}
{"mode": "train", "epoch": 6, "iter": 450, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.23145, "loss_bbox": 3.50092, "loss": 3.73237, "grad_norm": 4.55235, "time": 0.87935}
{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.1998, "loss_bbox": 3.48103, "loss": 3.68083, "grad_norm": 3.83751, "time": 0.8905}
{"mode": "train", "epoch": 6, "iter": 550, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.22486, "loss_bbox": 3.50404, "loss": 3.72889, "grad_norm": 4.04846, "time": 0.88334}
{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.24462, "loss_bbox": 3.50317, "loss": 3.74779, "grad_norm": 4.69898, "time": 0.91136}
{"mode": "train", "epoch": 6, "iter": 650, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.20614, "loss_bbox": 3.51695, "loss": 3.72309, "grad_norm": 3.81935, "time": 0.89803}
{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.23494, "loss_bbox": 3.52709, "loss": 3.76203, "grad_norm": 4.82281, "time": 0.89642}
{"mode": "train", "epoch": 6, "iter": 750, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23537, "loss_bbox": 3.49504, "loss": 3.73041, "grad_norm": 4.18781, "time": 0.8742}
{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.2506, "loss_bbox": 3.53852, "loss": 3.78912, "grad_norm": 4.00213, "time": 0.90344}
{"mode": "train", "epoch": 6, "iter": 850, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.20248, "loss_bbox": 3.4972, "loss": 3.69967, "grad_norm": 3.82238, "time": 0.90376}
{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.2274, "loss_bbox": 3.49962, "loss": 3.72702, "grad_norm": 4.282, "time": 0.8603}
{"mode": "train", "epoch": 6, "iter": 950, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.29524, "loss_bbox": 3.51515, "loss": 3.81038, "grad_norm": 4.40404, "time": 0.91131}
{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.22755, "loss_bbox": 3.5145, "loss": 3.74205, "grad_norm": 4.43299, "time": 0.89054}
{"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.27923, "loss_bbox": 3.51586, "loss": 3.79509, "grad_norm": 4.61453, "time": 0.92451}
{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.22763, "loss_bbox": 3.49426, "loss": 3.72189, "grad_norm": 4.00032, "time": 0.86542}
{"mode": "train", "epoch": 6, "iter": 1150, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.25059, "loss_bbox": 3.53892, "loss": 3.78951, "grad_norm": 3.81763, "time": 0.88558}
{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.1826, "loss_bbox": 3.50411, "loss": 3.68671, "grad_norm": 3.31015, "time": 0.89926}
{"mode": "train", "epoch": 6, "iter": 1250, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.19209, "loss_bbox": 3.49863, "loss": 3.69072, "grad_norm": 3.27589, "time": 0.91278}
{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.22922, "loss_bbox": 3.53207, "loss": 3.7613, "grad_norm": 4.52486, "time": 0.89666}
{"mode": "train", "epoch": 6, "iter": 1350, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.25194, "loss_bbox": 3.53429, "loss": 3.78623, "grad_norm": 4.31713, "time": 0.90903}
{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.19474, "loss_bbox": 3.50871, "loss": 3.70345, "grad_norm": 4.11139, "time": 0.9177}
{"mode": "train", "epoch": 6, "iter": 1450, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.2444, "loss_bbox": 3.5362, "loss": 3.7806, "grad_norm": 4.65185, "time": 0.91617}
{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.26095, "loss_bbox": 3.5325, "loss": 3.79345, "grad_norm": 4.35834, "time": 0.90222}
{"mode": "train", "epoch": 6, "iter": 1550, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.23847, "loss_bbox": 3.5262, "loss": 3.76467, "grad_norm": 4.44471, "time": 0.87669}
{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.2232, "loss_bbox": 3.53323, "loss": 3.75644, "grad_norm": 4.49403, "time": 0.90145}
{"mode": "train", "epoch": 6, "iter": 1650, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.25165, "loss_bbox": 3.51119, "loss": 3.76283, "grad_norm": 4.45613, "time": 0.88424}
{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.19886, "loss_bbox": 3.51137, "loss": 3.71023, "grad_norm": 3.47452, "time": 0.92704}
{"mode": "train", "epoch": 6, "iter": 1750, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.21385, "loss_bbox": 3.53239, "loss": 3.74624, "grad_norm": 4.05871, "time": 0.91782}
{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.19371, "loss_bbox": 3.51824, "loss": 3.71195, "grad_norm": 3.66839, "time": 0.90099}
{"mode": "train", "epoch": 6, "iter": 1850, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.21114, "loss_bbox": 3.5214, "loss": 3.73254, "grad_norm": 3.90182, "time": 0.91148}
{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.23337, "loss_bbox": 3.52442, "loss": 3.75779, "grad_norm": 4.87802, "time": 0.92929}
{"mode": "train", "epoch": 6, "iter": 1950, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.2427, "loss_bbox": 3.54395, "loss": 3.78665, "grad_norm": 4.34392, "time": 0.91302}
{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.32268, "loss_bbox": 3.49985, "loss": 3.82253, "grad_norm": 4.47368, "time": 0.90632}
{"mode": "train", "epoch": 6, "iter": 2050, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.24, "loss_bbox": 3.5151, "loss": 3.7551, "grad_norm": 3.86706, "time": 0.91656}
{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.21412, "loss_bbox": 3.48568, "loss": 3.6998, "grad_norm": 3.75112, "time": 0.91424}
{"mode": "train", "epoch": 6, "iter": 2150, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.32287, "loss_bbox": 3.53087, "loss": 3.85375, "grad_norm": 5.83011, "time": 0.90978}
{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.41227, "loss_bbox": 3.53713, "loss": 3.9494, "grad_norm": 5.98488, "time": 0.89649}
{"mode": "train", "epoch": 6, "iter": 2250, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.24281, "loss_bbox": 3.49129, "loss": 3.7341, "grad_norm": 3.79369, "time": 0.90266}
{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.21067, "loss_bbox": 3.50593, "loss": 3.7166, "grad_norm": 3.3735, "time": 0.89217}
{"mode": "train", "epoch": 6, "iter": 2350, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.20881, "loss_bbox": 3.50267, "loss": 3.71148, "grad_norm": 4.00052, "time": 0.8876}
{"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23247, "loss_bbox": 3.50506, "loss": 3.73753, "grad_norm": 3.7484, "time": 0.89063}
{"mode": "train", "epoch": 6, "iter": 2450, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.21803, "loss_bbox": 3.51884, "loss": 3.73688, "grad_norm": 3.67187, "time": 0.91244}
{"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.21997, "loss_bbox": 3.56757, "loss": 3.78754, "grad_norm": 4.53517, "time": 0.92382}
{"mode": "train", "epoch": 6, "iter": 2550, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.20672, "loss_bbox": 3.50134, "loss": 3.70806, "grad_norm": 3.85144, "time": 0.91022}
{"mode": "train", "epoch": 6, "iter": 2600, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.1936, "loss_bbox": 3.50127, "loss": 3.69487, "grad_norm": 3.40299, "time": 0.91822}
{"mode": "train", "epoch": 6, "iter": 2650, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.19222, "loss_bbox": 3.51431, "loss": 3.70653, "grad_norm": 3.61898, "time": 0.92962}
{"mode": "train", "epoch": 6, "iter": 2700, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.18392, "loss_bbox": 3.50555, "loss": 3.68948, "grad_norm": 3.60029, "time": 0.93274}
{"mode": "train", "epoch": 6, "iter": 2750, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.21336, "loss_bbox": 3.50913, "loss": 3.72249, "grad_norm": 3.81653, "time": 0.9002}
{"mode": "train", "epoch": 6, "iter": 2800, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.21249, "loss_bbox": 3.51808, "loss": 3.73058, "grad_norm": 4.06848, "time": 0.89279}
{"mode": "train", "epoch": 6, "iter": 2850, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.21434, "loss_bbox": 3.51297, "loss": 3.72731, "grad_norm": 4.50153, "time": 0.93542}
{"mode": "train", "epoch": 6, "iter": 2900, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.19923, "loss_bbox": 3.49852, "loss": 3.69775, "grad_norm": 4.09346, "time": 0.89991}
{"mode": "train", "epoch": 6, "iter": 2950, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21795, "loss_bbox": 3.5159, "loss": 3.73386, "grad_norm": 3.84309, "time": 0.86404}
{"mode": "train", "epoch": 6, "iter": 3000, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.22686, "loss_bbox": 3.52568, "loss": 3.75254, "grad_norm": 4.94161, "time": 0.8769}
{"mode": "train", "epoch": 6, "iter": 3050, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.23961, "loss_bbox": 3.5138, "loss": 3.75341, "grad_norm": 4.51576, "time": 0.88985}
{"mode": "train", "epoch": 6, "iter": 3100, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.22216, "loss_bbox": 3.48209, "loss": 3.70425, "grad_norm": 4.07641, "time": 0.90429}
{"mode": "train", "epoch": 6, "iter": 3150, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.21345, "loss_bbox": 3.50243, "loss": 3.71587, "grad_norm": 3.72464, "time": 0.88998}
{"mode": "train", "epoch": 6, "iter": 3200, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.21083, "loss_bbox": 3.51095, "loss": 3.72178, "grad_norm": 3.98094, "time": 0.90524}
{"mode": "train", "epoch": 6, "iter": 3250, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.21921, "loss_bbox": 3.51067, "loss": 3.72988, "grad_norm": 4.02636, "time": 0.93079}
{"mode": "train", "epoch": 6, "iter": 3300, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.20046, "loss_bbox": 3.51975, "loss": 3.72021, "grad_norm": 3.30637, "time": 0.93139}
{"mode": "train", "epoch": 6, "iter": 3350, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.18844, "loss_bbox": 3.47854, "loss": 3.66698, "grad_norm": 3.67173, "time": 0.88685}
{"mode": "train", "epoch": 6, "iter": 3400, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.20342, "loss_bbox": 3.50331, "loss": 3.70673, "grad_norm": 3.71297, "time": 0.90696}
{"mode": "train", "epoch": 6, "iter": 3450, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.20284, "loss_bbox": 3.51953, "loss": 3.72237, "grad_norm": 4.36336, "time": 0.87019}
{"mode": "train", "epoch": 6, "iter": 3500, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22933, "loss_bbox": 3.54516, "loss": 3.77449, "grad_norm": 4.41168, "time": 0.90483}
{"mode": "train", "epoch": 6, "iter": 3550, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.16931, "loss_bbox": 3.49103, "loss": 3.66034, "grad_norm": 2.92588, "time": 0.92516}
{"mode": "train", "epoch": 6, "iter": 3600, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.22662, "loss_bbox": 3.51733, "loss": 3.74394, "grad_norm": 4.11122, "time": 0.88318}
{"mode": "train", "epoch": 6, "iter": 3650, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.2091, "loss_bbox": 3.52431, "loss": 3.73341, "grad_norm": 3.87185, "time": 0.91486}
{"mode": "train", "epoch": 6, "iter": 3700, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22725, "loss_bbox": 3.54502, "loss": 3.77227, "grad_norm": 4.26004, "time": 0.9196}
{"mode": "train", "epoch": 6, "iter": 3750, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.23481, "loss_bbox": 3.53905, "loss": 3.77385, "grad_norm": 4.48751, "time": 0.90049}
{"mode": "train", "epoch": 6, "iter": 3800, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22396, "loss_bbox": 3.51325, "loss": 3.73721, "grad_norm": 4.73563, "time": 0.89523}
{"mode": "train", "epoch": 6, "iter": 3850, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.22533, "loss_bbox": 3.50482, "loss": 3.73016, "grad_norm": 3.71079, "time": 0.90081}
{"mode": "train", "epoch": 6, "iter": 3900, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.30918, "loss_bbox": 3.51288, "loss": 3.82206, "grad_norm": 4.49424, "time": 0.92187}
{"mode": "train", "epoch": 6, "iter": 3950, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.27752, "loss_bbox": 3.52754, "loss": 3.80506, "grad_norm": 4.36445, "time": 0.92054}
{"mode": "train", "epoch": 6, "iter": 4000, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.27254, "loss_bbox": 3.53292, "loss": 3.80546, "grad_norm": 4.53127, "time": 0.86418}
{"mode": "train", "epoch": 6, "iter": 4050, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.28821, "loss_bbox": 3.53701, "loss": 3.82522, "grad_norm": 4.82345, "time": 0.89505}
{"mode": "train", "epoch": 6, "iter": 4100, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.26548, "loss_bbox": 3.533, "loss": 3.79848, "grad_norm": 4.1749, "time": 0.89282}
{"mode": "train", "epoch": 6, "iter": 4150, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.24353, "loss_bbox": 3.50608, "loss": 3.74962, "grad_norm": 3.95544, "time": 0.90469}
{"mode": "train", "epoch": 6, "iter": 4200, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.21218, "loss_bbox": 3.52081, "loss": 3.73299, "grad_norm": 4.10413, "time": 0.89959}
{"mode": "train", "epoch": 6, "iter": 4250, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.19509, "loss_bbox": 3.51238, "loss": 3.70747, "grad_norm": 3.7418, "time": 0.87847}
{"mode": "train", "epoch": 6, "iter": 4300, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.30508, "loss_bbox": 3.54499, "loss": 3.85007, "grad_norm": 6.10446, "time": 0.90581}
{"mode": "train", "epoch": 6, "iter": 4350, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.26502, "loss_bbox": 3.55609, "loss": 3.82111, "grad_norm": 4.54094, "time": 0.9245}
{"mode": "train", "epoch": 6, "iter": 4400, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23293, "loss_bbox": 3.55618, "loss": 3.78911, "grad_norm": 4.31583, "time": 0.88381}
{"mode": "train", "epoch": 6, "iter": 4450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.22813, "loss_bbox": 3.50073, "loss": 3.72885, "grad_norm": 4.11686, "time": 0.8954}
{"mode": "train", "epoch": 6, "iter": 4500, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22702, "loss_bbox": 3.54159, "loss": 3.76862, "grad_norm": 4.32524, "time": 0.93071}
{"mode": "train", "epoch": 6, "iter": 4550, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21261, "loss_bbox": 3.52607, "loss": 3.73868, "grad_norm": 3.96959, "time": 0.90698}
{"mode": "train", "epoch": 6, "iter": 4600, "lr": 0.0025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.23273, "loss_bbox": 3.53, "loss": 3.76273, "grad_norm": 4.34235, "time": 0.90514}
{"mode": "train", "epoch": 6, "iter": 4650, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21536, "loss_bbox": 3.51397, "loss": 3.72934, "grad_norm": 3.97331, "time": 0.90588}
{"mode": "train", "epoch": 6, "iter": 4700, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.19713, "loss_bbox": 3.49892, "loss": 3.69605, "grad_norm": 3.43597, "time": 0.89965}
{"mode": "train", "epoch": 6, "iter": 4750, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.19297, "loss_bbox": 3.51505, "loss": 3.70802, "grad_norm": 3.69914, "time": 0.89395}
{"mode": "train", "epoch": 6, "iter": 4800, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.20427, "loss_bbox": 3.50947, "loss": 3.71373, "grad_norm": 3.60235, "time": 0.90058}
{"mode": "train", "epoch": 6, "iter": 4850, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.24547, "loss_bbox": 3.49739, "loss": 3.74286, "grad_norm": 4.18767, "time": 0.9154}
{"mode": "train", "epoch": 6, "iter": 4900, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22228, "loss_bbox": 3.53066, "loss": 3.75294, "grad_norm": 4.21016, "time": 0.87538}
{"mode": "train", "epoch": 6, "iter": 4950, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.17321, "loss_bbox": 3.51081, "loss": 3.68402, "grad_norm": 3.3193, "time": 0.91861}
{"mode": "train", "epoch": 6, "iter": 5000, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23188, "loss_bbox": 3.54707, "loss": 3.77895, "grad_norm": 4.21035, "time": 0.88832}
{"mode": "train", "epoch": 6, "iter": 5050, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.20005, "loss_bbox": 3.51215, "loss": 3.71219, "grad_norm": 3.7291, "time": 0.91346}
{"mode": "train", "epoch": 6, "iter": 5100, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.19211, "loss_bbox": 3.48194, "loss": 3.67405, "grad_norm": 3.77235, "time": 0.89246}
{"mode": "train", "epoch": 6, "iter": 5150, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.22655, "loss_bbox": 3.51264, "loss": 3.73919, "grad_norm": 3.74549, "time": 0.90665}
{"mode": "train", "epoch": 6, "iter": 5200, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.18867, "loss_bbox": 3.46983, "loss": 3.6585, "grad_norm": 3.36557, "time": 0.90413}
{"mode": "train", "epoch": 6, "iter": 5250, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.17042, "loss_bbox": 3.4679, "loss": 3.63831, "grad_norm": 2.90481, "time": 0.89154}
{"mode": "train", "epoch": 6, "iter": 5300, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.1938, "loss_bbox": 3.49548, "loss": 3.68928, "grad_norm": 3.88489, "time": 0.90526}
{"mode": "train", "epoch": 6, "iter": 5350, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.18061, "loss_bbox": 3.50987, "loss": 3.69048, "grad_norm": 3.78082, "time": 0.90742}
{"mode": "train", "epoch": 6, "iter": 5400, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.19741, "loss_bbox": 3.50534, "loss": 3.70274, "grad_norm": 3.94045, "time": 0.88832}
{"mode": "train", "epoch": 6, "iter": 5450, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.22456, "loss_bbox": 3.51443, "loss": 3.73899, "grad_norm": 4.19246, "time": 0.87364}
{"mode": "train", "epoch": 6, "iter": 5500, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.23877, "loss_bbox": 3.50692, "loss": 3.74568, "grad_norm": 4.62283, "time": 0.9298}
{"mode": "train", "epoch": 6, "iter": 5550, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.2085, "loss_bbox": 3.48831, "loss": 3.6968, "grad_norm": 4.03665, "time": 0.89569}
{"mode": "train", "epoch": 6, "iter": 5600, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.224, "loss_bbox": 3.50127, "loss": 3.72527, "grad_norm": 3.58377, "time": 0.89442}
{"mode": "train", "epoch": 6, "iter": 5650, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.20824, "loss_bbox": 3.50264, "loss": 3.71087, "grad_norm": 3.71199, "time": 0.90548}
{"mode": "train", "epoch": 6, "iter": 5700, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.22414, "loss_bbox": 3.53012, "loss": 3.75426, "grad_norm": 4.08215, "time": 0.87064}
{"mode": "train", "epoch": 6, "iter": 5750, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.19325, "loss_bbox": 3.53654, "loss": 3.72979, "grad_norm": 3.5748, "time": 0.88275}
{"mode": "train", "epoch": 6, "iter": 5800, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21779, "loss_bbox": 3.51328, "loss": 3.73107, "grad_norm": 4.22278, "time": 0.90139}
{"mode": "train", "epoch": 6, "iter": 5850, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.22421, "loss_bbox": 3.49846, "loss": 3.72267, "grad_norm": 4.43349, "time": 0.90541}
{"mode": "train", "epoch": 6, "iter": 5900, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.19813, "loss_bbox": 3.50811, "loss": 3.70624, "grad_norm": 3.69032, "time": 0.9268}
{"mode": "train", "epoch": 6, "iter": 5950, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.20108, "loss_bbox": 3.50734, "loss": 3.70842, "grad_norm": 3.66395, "time": 0.92821}
{"mode": "train", "epoch": 6, "iter": 6000, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.20607, "loss_bbox": 3.49464, "loss": 3.7007, "grad_norm": 4.38071, "time": 0.8794}
{"mode": "train", "epoch": 6, "iter": 6050, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.22984, "loss_bbox": 3.51468, "loss": 3.74452, "grad_norm": 3.96251, "time": 0.90831}
{"mode": "train", "epoch": 6, "iter": 6100, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.25098, "loss_bbox": 3.53213, "loss": 3.78311, "grad_norm": 3.88212, "time": 0.89388}
{"mode": "train", "epoch": 6, "iter": 6150, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21681, "loss_bbox": 3.52368, "loss": 3.74049, "grad_norm": 4.06013, "time": 0.89197}
{"mode": "train", "epoch": 6, "iter": 6200, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.23955, "loss_bbox": 3.5034, "loss": 3.74296, "grad_norm": 4.21924, "time": 0.8748}
{"mode": "train", "epoch": 6, "iter": 6250, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.20236, "loss_bbox": 3.49099, "loss": 3.69335, "grad_norm": 3.28651, "time": 0.87025}
{"mode": "train", "epoch": 6, "iter": 6300, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.18677, "loss_bbox": 3.50057, "loss": 3.68733, "grad_norm": 3.65771, "time": 0.91192}
{"mode": "train", "epoch": 6, "iter": 6350, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.19246, "loss_bbox": 3.4908, "loss": 3.68326, "grad_norm": 3.27192, "time": 0.90296}
{"mode": "train", "epoch": 6, "iter": 6400, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.2041, "loss_bbox": 3.49228, "loss": 3.69638, "grad_norm": 3.66497, "time": 0.92389}
{"mode": "train", "epoch": 7, "iter": 50, "lr": 0.0025, "memory": 3468, "data_time": 0.4517, "loss_cls": 0.21273, "loss_bbox": 3.53118, "loss": 3.74391, "grad_norm": 4.01063, "time": 1.36947}
{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.19627, "loss_bbox": 3.49772, "loss": 3.69399, "grad_norm": 3.45773, "time": 0.87956}
{"mode": "train", "epoch": 7, "iter": 150, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.19039, "loss_bbox": 3.50877, "loss": 3.69915, "grad_norm": 3.68613, "time": 0.90988}
{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.17356, "loss_bbox": 3.48477, "loss": 3.65833, "grad_norm": 3.27196, "time": 0.90841}
{"mode": "train", "epoch": 7, "iter": 250, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.18257, "loss_bbox": 3.47685, "loss": 3.65942, "grad_norm": 3.5443, "time": 0.87814}
{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.26925, "loss_bbox": 3.50333, "loss": 3.77258, "grad_norm": 4.37788, "time": 0.91063}
{"mode": "train", "epoch": 7, "iter": 350, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.19768, "loss_bbox": 3.49988, "loss": 3.69755, "grad_norm": 3.63393, "time": 0.92954}
{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.19434, "loss_bbox": 3.50929, "loss": 3.70363, "grad_norm": 3.46027, "time": 0.91143}
{"mode": "train", "epoch": 7, "iter": 450, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.1789, "loss_bbox": 3.49164, "loss": 3.67054, "grad_norm": 3.47662, "time": 0.90591}
{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.19311, "loss_bbox": 3.49299, "loss": 3.6861, "grad_norm": 3.73, "time": 0.88911}
{"mode": "train", "epoch": 7, "iter": 550, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.21599, "loss_bbox": 3.51598, "loss": 3.73196, "grad_norm": 4.10957, "time": 0.91226}
{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.20668, "loss_bbox": 3.51717, "loss": 3.72385, "grad_norm": 3.86147, "time": 0.84511}
{"mode": "train", "epoch": 7, "iter": 650, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.19979, "loss_bbox": 3.52154, "loss": 3.72133, "grad_norm": 3.52677, "time": 0.89502}
{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.20262, "loss_bbox": 3.49765, "loss": 3.70027, "grad_norm": 4.24403, "time": 0.88377}
{"mode": "train", "epoch": 7, "iter": 750, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.23148, "loss_bbox": 3.54147, "loss": 3.77294, "grad_norm": 4.46009, "time": 0.89727}
{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.0025, "memory": 3468, "data_time": 0.00641, "loss_cls": 0.20886, "loss_bbox": 3.49476, "loss": 3.70362, "grad_norm": 4.20889, "time": 0.8714}
{"mode": "train", "epoch": 7, "iter": 850, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.19486, "loss_bbox": 3.51489, "loss": 3.70975, "grad_norm": 3.48974, "time": 0.87645}
{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.19887, "loss_bbox": 3.50097, "loss": 3.69984, "grad_norm": 3.97274, "time": 0.90394}
{"mode": "train", "epoch": 7, "iter": 950, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.18395, "loss_bbox": 3.47726, "loss": 3.6612, "grad_norm": 3.70398, "time": 0.89385}
{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.21186, "loss_bbox": 3.50197, "loss": 3.71383, "grad_norm": 4.41341, "time": 0.91909}
{"mode": "train", "epoch": 7, "iter": 1050, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.20409, "loss_bbox": 3.50509, "loss": 3.70918, "grad_norm": 3.82234, "time": 0.8744}
{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.18527, "loss_bbox": 3.49653, "loss": 3.68179, "grad_norm": 3.44656, "time": 0.91868}
{"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.23209, "loss_bbox": 3.52414, "loss": 3.75623, "grad_norm": 4.18898, "time": 0.87433}
{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.24314, "loss_bbox": 3.526, "loss": 3.76915, "grad_norm": 4.54914, "time": 0.88556}
{"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.22176, "loss_bbox": 3.51529, "loss": 3.73705, "grad_norm": 4.30273, "time": 0.85773}
{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.2161, "loss_bbox": 3.50828, "loss": 3.72439, "grad_norm": 3.51653, "time": 0.91965}
{"mode": "train", "epoch": 7, "iter": 1350, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.16715, "loss_bbox": 3.48329, "loss": 3.65044, "grad_norm": 2.93352, "time": 0.89018}
{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.16585, "loss_bbox": 3.48677, "loss": 3.65263, "grad_norm": 3.1671, "time": 0.88298}
{"mode": "train", "epoch": 7, "iter": 1450, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.27619, "loss_bbox": 3.52244, "loss": 3.79863, "grad_norm": 5.12418, "time": 0.90325}
{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.28224, "loss_bbox": 3.49347, "loss": 3.77571, "grad_norm": 4.08968, "time": 0.89339}
{"mode": "train", "epoch": 7, "iter": 1550, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.22694, "loss_bbox": 3.52541, "loss": 3.75235, "grad_norm": 4.15236, "time": 0.89731}
{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.17956, "loss_bbox": 3.48774, "loss": 3.6673, "grad_norm": 3.7342, "time": 0.8868}
{"mode": "train", "epoch": 7, "iter": 1650, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.21003, "loss_bbox": 3.50959, "loss": 3.71962, "grad_norm": 3.93091, "time": 0.89344}
{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.18633, "loss_bbox": 3.52493, "loss": 3.71126, "grad_norm": 3.85989, "time": 0.9175}
{"mode": "train", "epoch": 7, "iter": 1750, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.17678, "loss_bbox": 3.48108, "loss": 3.65787, "grad_norm": 3.47761, "time": 0.86791}
{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.206, "loss_bbox": 3.48635, "loss": 3.69235, "grad_norm": 3.31971, "time": 0.94301}
{"mode": "train", "epoch": 7, "iter": 1850, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.2268, "loss_bbox": 3.51319, "loss": 3.73999, "grad_norm": 4.23961, "time": 0.88563}
{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.1794, "loss_bbox": 3.48277, "loss": 3.66218, "grad_norm": 3.6001, "time": 0.91833}
{"mode": "train", "epoch": 7, "iter": 1950, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.18322, "loss_bbox": 3.47691, "loss": 3.66013, "grad_norm": 3.52063, "time": 0.8669}
{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.19542, "loss_bbox": 3.49153, "loss": 3.68695, "grad_norm": 3.75709, "time": 0.88304}
{"mode": "train", "epoch": 7, "iter": 2050, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.30206, "loss_bbox": 3.5031, "loss": 3.80516, "grad_norm": 5.57005, "time": 0.89443}
{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.21106, "loss_bbox": 3.4815, "loss": 3.69256, "grad_norm": 3.97938, "time": 0.86229}
{"mode": "train", "epoch": 7, "iter": 2150, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.19276, "loss_bbox": 3.5004, "loss": 3.69317, "grad_norm": 3.41591, "time": 0.90555}
{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.24892, "loss_bbox": 3.50671, "loss": 3.75564, "grad_norm": 5.03153, "time": 0.86215}
{"mode": "train", "epoch": 7, "iter": 2250, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.27981, "loss_bbox": 3.51778, "loss": 3.79759, "grad_norm": 4.42367, "time": 0.88341}
{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.25736, "loss_bbox": 3.50984, "loss": 3.76719, "grad_norm": 4.16563, "time": 0.88198}
{"mode": "train", "epoch": 7, "iter": 2350, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.19903, "loss_bbox": 3.48904, "loss": 3.68807, "grad_norm": 3.84668, "time": 0.89053}
{"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.21836, "loss_bbox": 3.4827, "loss": 3.70106, "grad_norm": 4.38154, "time": 0.86252}
{"mode": "train", "epoch": 7, "iter": 2450, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.22244, "loss_bbox": 3.47939, "loss": 3.70183, "grad_norm": 3.63071, "time": 0.892}
{"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.20662, "loss_bbox": 3.48799, "loss": 3.69461, "grad_norm": 3.6201, "time": 0.89562}
{"mode": "train", "epoch": 7, "iter": 2550, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.26093, "loss_bbox": 3.5042, "loss": 3.76513, "grad_norm": 4.26978, "time": 0.91743}
{"mode": "train", "epoch": 7, "iter": 2600, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.21132, "loss_bbox": 3.493, "loss": 3.70432, "grad_norm": 3.70742, "time": 0.89252}
{"mode": "train", "epoch": 7, "iter": 2650, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.19018, "loss_bbox": 3.48754, "loss": 3.67772, "grad_norm": 3.64586, "time": 0.89333}
{"mode": "train", "epoch": 7, "iter": 2700, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.21755, "loss_bbox": 3.52256, "loss": 3.74011, "grad_norm": 4.07531, "time": 0.89675}
{"mode": "train", "epoch": 7, "iter": 2750, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.32507, "loss_bbox": 3.50465, "loss": 3.82972, "grad_norm": 5.13306, "time": 0.90988}
{"mode": "train", "epoch": 7, "iter": 2800, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.2578, "loss_bbox": 3.51272, "loss": 3.77052, "grad_norm": 3.85077, "time": 0.90684}
{"mode": "train", "epoch": 7, "iter": 2850, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.19293, "loss_bbox": 3.48448, "loss": 3.67742, "grad_norm": 3.7479, "time": 0.88487}
{"mode": "train", "epoch": 7, "iter": 2900, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.22913, "loss_bbox": 3.50176, "loss": 3.73089, "grad_norm": 3.96877, "time": 0.88804}
{"mode": "train", "epoch": 7, "iter": 2950, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.19915, "loss_bbox": 3.50023, "loss": 3.69938, "grad_norm": 3.69294, "time": 0.89574}
{"mode": "train", "epoch": 7, "iter": 3000, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.23554, "loss_bbox": 3.51079, "loss": 3.74634, "grad_norm": 4.2186, "time": 0.86663}
{"mode": "train", "epoch": 7, "iter": 3050, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.21739, "loss_bbox": 3.50552, "loss": 3.7229, "grad_norm": 3.9749, "time": 0.90192}
{"mode": "train", "epoch": 7, "iter": 3100, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.19388, "loss_bbox": 3.4957, "loss": 3.68959, "grad_norm": 3.57567, "time": 0.91634}
{"mode": "train", "epoch": 7, "iter": 3150, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.1871, "loss_bbox": 3.49255, "loss": 3.67965, "grad_norm": 3.68031, "time": 0.89734}
{"mode": "train", "epoch": 7, "iter": 3200, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.16992, "loss_bbox": 3.48816, "loss": 3.65808, "grad_norm": 3.44457, "time": 0.88114}
{"mode": "train", "epoch": 7, "iter": 3250, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.1859, "loss_bbox": 3.50112, "loss": 3.68702, "grad_norm": 3.79856, "time": 0.91852}
{"mode": "train", "epoch": 7, "iter": 3300, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.1862, "loss_bbox": 3.49769, "loss": 3.68389, "grad_norm": 3.74306, "time": 0.92228}
{"mode": "train", "epoch": 7, "iter": 3350, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.15607, "loss_bbox": 3.48926, "loss": 3.64533, "grad_norm": 3.21065, "time": 0.90085}
{"mode": "train", "epoch": 7, "iter": 3400, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.20827, "loss_bbox": 3.5107, "loss": 3.71898, "grad_norm": 3.93803, "time": 0.88883}
{"mode": "train", "epoch": 7, "iter": 3450, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.20993, "loss_bbox": 3.49559, "loss": 3.70552, "grad_norm": 4.0036, "time": 0.8709}
{"mode": "train", "epoch": 7, "iter": 3500, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.23625, "loss_bbox": 3.51133, "loss": 3.74758, "grad_norm": 3.98081, "time": 0.90554}
{"mode": "train", "epoch": 7, "iter": 3550, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21839, "loss_bbox": 3.48567, "loss": 3.70405, "grad_norm": 3.53339, "time": 0.89944}
{"mode": "train", "epoch": 7, "iter": 3600, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.17574, "loss_bbox": 3.48687, "loss": 3.66262, "grad_norm": 3.08209, "time": 0.92737}
{"mode": "train", "epoch": 7, "iter": 3650, "lr": 0.0025, "memory": 3468, "data_time": 0.00677, "loss_cls": 0.18144, "loss_bbox": 3.47741, "loss": 3.65885, "grad_norm": 3.30244, "time": 0.89729}
{"mode": "train", "epoch": 7, "iter": 3700, "lr": 0.0025, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.17654, "loss_bbox": 3.50164, "loss": 3.67818, "grad_norm": 3.28064, "time": 0.93776}
{"mode": "train", "epoch": 7, "iter": 3750, "lr": 0.0025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.26619, "loss_bbox": 3.50928, "loss": 3.77548, "grad_norm": 4.30834, "time": 0.88091}
{"mode": "train", "epoch": 7, "iter": 3800, "lr": 0.0025, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.23619, "loss_bbox": 3.49308, "loss": 3.72928, "grad_norm": 4.0798, "time": 0.89655}
{"mode": "train", "epoch": 7, "iter": 3850, "lr": 0.0025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.22501, "loss_bbox": 3.5053, "loss": 3.73031, "grad_norm": 4.70249, "time": 0.89149}
{"mode": "train", "epoch": 7, "iter": 3900, "lr": 0.0025, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.23142, "loss_bbox": 3.53004, "loss": 3.76146, "grad_norm": 4.13466, "time": 0.89821}
{"mode": "train", "epoch": 7, "iter": 3950, "lr": 0.0025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.19732, "loss_bbox": 3.49054, "loss": 3.68786, "grad_norm": 3.67002, "time": 0.93342}
{"mode": "train", "epoch": 7, "iter": 4000, "lr": 0.0025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.18149, "loss_bbox": 3.48475, "loss": 3.66624, "grad_norm": 3.28151, "time": 0.89643}
{"mode": "train", "epoch": 7, "iter": 4050, "lr": 0.0025, "memory": 3468, "data_time": 0.0068, "loss_cls": 0.23489, "loss_bbox": 3.48711, "loss": 3.722, "grad_norm": 3.73683, "time": 0.91873}
{"mode": "train", "epoch": 7, "iter": 4100, "lr": 0.0025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.21967, "loss_bbox": 3.49884, "loss": 3.71851, "grad_norm": 3.76023, "time": 0.90572}
{"mode": "train", "epoch": 7, "iter": 4150, "lr": 0.0025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.21097, "loss_bbox": 3.49706, "loss": 3.70803, "grad_norm": 4.37444, "time": 0.8797}
{"mode": "train", "epoch": 7, "iter": 4200, "lr": 0.0025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.19766, "loss_bbox": 3.48779, "loss": 3.68545, "grad_norm": 3.84896, "time": 0.88965}
{"mode": "train", "epoch": 7, "iter": 4250, "lr": 0.0025, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.16351, "loss_bbox": 3.48931, "loss": 3.65282, "grad_norm": 3.21462, "time": 0.8927}
{"mode": "train", "epoch": 7, "iter": 4300, "lr": 0.0025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.17517, "loss_bbox": 3.49247, "loss": 3.66765, "grad_norm": 3.65299, "time": 0.92227}
{"mode": "train", "epoch": 7, "iter": 4350, "lr": 0.0025, "memory": 3468, "data_time": 0.00675, "loss_cls": 0.19608, "loss_bbox": 3.49318, "loss": 3.68926, "grad_norm": 3.73642, "time": 0.89561}
{"mode": "train", "epoch": 7, "iter": 4400, "lr": 0.0025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.17121, "loss_bbox": 3.49103, "loss": 3.66224, "grad_norm": 3.62077, "time": 0.88933}
{"mode": "train", "epoch": 7, "iter": 4450, "lr": 0.0025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.1874, "loss_bbox": 3.52165, "loss": 3.70905, "grad_norm": 3.79199, "time": 0.92569}
{"mode": "train", "epoch": 7, "iter": 4500, "lr": 0.0025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.16408, "loss_bbox": 3.48226, "loss": 3.64634, "grad_norm": 3.04392, "time": 0.91625}
{"mode": "train", "epoch": 7, "iter": 4550, "lr": 0.0025, "memory": 3468, "data_time": 0.00677, "loss_cls": 0.20793, "loss_bbox": 3.49059, "loss": 3.69852, "grad_norm": 4.29754, "time": 0.89963}
{"mode": "train", "epoch": 7, "iter": 4600, "lr": 0.0025, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.19204, "loss_bbox": 3.49289, "loss": 3.68494, "grad_norm": 3.90186, "time": 0.91697}
{"mode": "train", "epoch": 7, "iter": 4650, "lr": 0.0025, "memory": 3468, "data_time": 0.00678, "loss_cls": 0.22686, "loss_bbox": 3.54389, "loss": 3.77075, "grad_norm": 4.45136, "time": 0.91438}
{"mode": "train", "epoch": 7, "iter": 4700, "lr": 0.0025, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.18801, "loss_bbox": 3.48263, "loss": 3.67064, "grad_norm": 3.51818, "time": 0.90574}
{"mode": "train", "epoch": 7, "iter": 4750, "lr": 0.0025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.20092, "loss_bbox": 3.50305, "loss": 3.70398, "grad_norm": 4.47686, "time": 0.8931}
{"mode": "train", "epoch": 7, "iter": 4800, "lr": 0.0025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.19853, "loss_bbox": 3.51643, "loss": 3.71496, "grad_norm": 3.7765, "time": 0.93239}
{"mode": "train", "epoch": 7, "iter": 4850, "lr": 0.0025, "memory": 3468, "data_time": 0.00679, "loss_cls": 0.21568, "loss_bbox": 3.49223, "loss": 3.70792, "grad_norm": 3.91001, "time": 0.87367}
{"mode": "train", "epoch": 7, "iter": 4900, "lr": 0.0025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.24617, "loss_bbox": 3.49962, "loss": 3.74579, "grad_norm": 4.2341, "time": 0.95239}
{"mode": "train", "epoch": 7, "iter": 4950, "lr": 0.0025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.17187, "loss_bbox": 3.4667, "loss": 3.63856, "grad_norm": 3.11695, "time": 0.93999}
{"mode": "train", "epoch": 7, "iter": 5000, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.19263, "loss_bbox": 3.52177, "loss": 3.7144, "grad_norm": 4.3414, "time": 0.90673}
{"mode": "train", "epoch": 7, "iter": 5050, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.21104, "loss_bbox": 3.53167, "loss": 3.74271, "grad_norm": 3.95522, "time": 0.93852}
{"mode": "train", "epoch": 7, "iter": 5100, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.20125, "loss_bbox": 3.48209, "loss": 3.68334, "grad_norm": 4.24974, "time": 0.92403}
{"mode": "train", "epoch": 7, "iter": 5150, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.22428, "loss_bbox": 3.51374, "loss": 3.73802, "grad_norm": 4.28977, "time": 0.94227}
{"mode": "train", "epoch": 7, "iter": 5200, "lr": 0.0025, "memory": 3468, "data_time": 0.00633, "loss_cls": 0.30809, "loss_bbox": 3.51807, "loss": 3.82615, "grad_norm": 5.21197, "time": 0.92418}
{"mode": "train", "epoch": 7, "iter": 5250, "lr": 0.0025, "memory": 3468, "data_time": 0.00638, "loss_cls": 0.2389, "loss_bbox": 3.50975, "loss": 3.74865, "grad_norm": 3.80333, "time": 0.90032}
{"mode": "train", "epoch": 7, "iter": 5300, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.25698, "loss_bbox": 3.54848, "loss": 3.80546, "grad_norm": 4.32221, "time": 0.95017}
{"mode": "train", "epoch": 7, "iter": 5350, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.19288, "loss_bbox": 3.5058, "loss": 3.69869, "grad_norm": 3.63326, "time": 0.93214}
{"mode": "train", "epoch": 7, "iter": 5400, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.20415, "loss_bbox": 3.48995, "loss": 3.6941, "grad_norm": 3.96115, "time": 0.91909}
{"mode": "train", "epoch": 7, "iter": 5450, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.22805, "loss_bbox": 3.5099, "loss": 3.73795, "grad_norm": 4.48203, "time": 0.96111}
{"mode": "train", "epoch": 7, "iter": 5500, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.23986, "loss_bbox": 3.51212, "loss": 3.75198, "grad_norm": 4.29653, "time": 0.92469}
{"mode": "train", "epoch": 7, "iter": 5550, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.22134, "loss_bbox": 3.54381, "loss": 3.76515, "grad_norm": 4.98537, "time": 0.89003}
{"mode": "train", "epoch": 7, "iter": 5600, "lr": 0.0025, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.16975, "loss_bbox": 3.48457, "loss": 3.65432, "grad_norm": 3.07341, "time": 0.9369}
{"mode": "train", "epoch": 7, "iter": 5650, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.21961, "loss_bbox": 3.52811, "loss": 3.74772, "grad_norm": 4.13488, "time": 0.94657}
{"mode": "train", "epoch": 7, "iter": 5700, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.19767, "loss_bbox": 3.51682, "loss": 3.71449, "grad_norm": 3.52801, "time": 0.94271}
{"mode": "train", "epoch": 7, "iter": 5750, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.21687, "loss_bbox": 3.53937, "loss": 3.75624, "grad_norm": 4.19412, "time": 0.95186}
{"mode": "train", "epoch": 7, "iter": 5800, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.20346, "loss_bbox": 3.49871, "loss": 3.70217, "grad_norm": 4.07856, "time": 0.90084}
{"mode": "train", "epoch": 7, "iter": 5850, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.21618, "loss_bbox": 3.50084, "loss": 3.71702, "grad_norm": 3.75845, "time": 0.93812}
{"mode": "train", "epoch": 7, "iter": 5900, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.20564, "loss_bbox": 3.47465, "loss": 3.68029, "grad_norm": 4.08157, "time": 0.91061}
{"mode": "train", "epoch": 7, "iter": 5950, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.20478, "loss_bbox": 3.51373, "loss": 3.71851, "grad_norm": 4.14144, "time": 0.96571}
{"mode": "train", "epoch": 7, "iter": 6000, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.20399, "loss_bbox": 3.49126, "loss": 3.69525, "grad_norm": 4.04882, "time": 0.9457}
{"mode": "train", "epoch": 7, "iter": 6050, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.18456, "loss_bbox": 3.49256, "loss": 3.67712, "grad_norm": 3.67897, "time": 0.9445}
{"mode": "train", "epoch": 7, "iter": 6100, "lr": 0.0025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.22238, "loss_bbox": 3.5018, "loss": 3.72418, "grad_norm": 4.42877, "time": 0.93259}
{"mode": "train", "epoch": 7, "iter": 6150, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.17937, "loss_bbox": 3.48642, "loss": 3.66579, "grad_norm": 3.39476, "time": 0.95182}
{"mode": "train", "epoch": 7, "iter": 6200, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.2076, "loss_bbox": 3.49825, "loss": 3.70586, "grad_norm": 4.01871, "time": 0.92522}
{"mode": "train", "epoch": 7, "iter": 6250, "lr": 0.0025, "memory": 3468, "data_time": 0.00642, "loss_cls": 0.18332, "loss_bbox": 3.49802, "loss": 3.68134, "grad_norm": 3.43151, "time": 0.9237}
{"mode": "train", "epoch": 7, "iter": 6300, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.21329, "loss_bbox": 3.49841, "loss": 3.7117, "grad_norm": 3.75792, "time": 0.9279}
{"mode": "train", "epoch": 7, "iter": 6350, "lr": 0.0025, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.16587, "loss_bbox": 3.48039, "loss": 3.64626, "grad_norm": 3.14996, "time": 0.97862}
{"mode": "train", "epoch": 7, "iter": 6400, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.18577, "loss_bbox": 3.48762, "loss": 3.67339, "grad_norm": 3.42311, "time": 0.93771}
{"mode": "train", "epoch": 8, "iter": 50, "lr": 0.0025, "memory": 3468, "data_time": 0.42344, "loss_cls": 0.17603, "loss_bbox": 3.49509, "loss": 3.67112, "grad_norm": 3.86623, "time": 1.34669}
{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.0025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.17758, "loss_bbox": 3.51017, "loss": 3.68775, "grad_norm": 3.68665, "time": 0.92413}
{"mode": "train", "epoch": 8, "iter": 150, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.19484, "loss_bbox": 3.50415, "loss": 3.69898, "grad_norm": 4.21804, "time": 0.93274}
{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.0025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.27162, "loss_bbox": 3.50079, "loss": 3.77241, "grad_norm": 4.79415, "time": 0.95261}
{"mode": "train", "epoch": 8, "iter": 250, "lr": 0.0025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.19611, "loss_bbox": 3.48168, "loss": 3.67779, "grad_norm": 3.53108, "time": 0.92745}
{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.0025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.19086, "loss_bbox": 3.48065, "loss": 3.67152, "grad_norm": 3.39577, "time": 0.92796}
{"mode": "train", "epoch": 8, "iter": 350, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.20683, "loss_bbox": 3.53002, "loss": 3.73685, "grad_norm": 3.84564, "time": 0.93885}
{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.0025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.18584, "loss_bbox": 3.49985, "loss": 3.68569, "grad_norm": 3.51978, "time": 0.93661}
{"mode": "train", "epoch": 8, "iter": 450, "lr": 0.0025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.20775, "loss_bbox": 3.48363, "loss": 3.69137, "grad_norm": 4.15803, "time": 0.94474}
{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.0025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.18492, "loss_bbox": 3.48286, "loss": 3.66778, "grad_norm": 3.26944, "time": 0.9604}
{"mode": "train", "epoch": 8, "iter": 550, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.1919, "loss_bbox": 3.47955, "loss": 3.67145, "grad_norm": 3.86576, "time": 0.93582}
{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.0025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.19694, "loss_bbox": 3.4883, "loss": 3.68524, "grad_norm": 3.83188, "time": 0.90055}
{"mode": "train", "epoch": 8, "iter": 650, "lr": 0.0025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.21662, "loss_bbox": 3.52152, "loss": 3.73814, "grad_norm": 3.96607, "time": 0.93549}
{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.0025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.22342, "loss_bbox": 3.50805, "loss": 3.73147, "grad_norm": 3.89764, "time": 0.96766}
{"mode": "train", "epoch": 8, "iter": 750, "lr": 0.0025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.22522, "loss_bbox": 3.51016, "loss": 3.73538, "grad_norm": 3.75312, "time": 0.96621}
{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.2235, "loss_bbox": 3.50319, "loss": 3.72669, "grad_norm": 3.4704, "time": 0.92317}
{"mode": "train", "epoch": 8, "iter": 850, "lr": 0.0025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.16498, "loss_bbox": 3.47347, "loss": 3.63844, "grad_norm": 3.28412, "time": 0.95113}
{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.20405, "loss_bbox": 3.48469, "loss": 3.68874, "grad_norm": 4.124, "time": 0.91634}
{"mode": "train", "epoch": 8, "iter": 950, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.1859, "loss_bbox": 3.48794, "loss": 3.67384, "grad_norm": 4.31579, "time": 0.92428}
{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.0025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.20882, "loss_bbox": 3.51487, "loss": 3.72369, "grad_norm": 3.86206, "time": 0.91895}
{"mode": "train", "epoch": 8, "iter": 1050, "lr": 0.0025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.16217, "loss_bbox": 3.49013, "loss": 3.6523, "grad_norm": 3.17655, "time": 0.95422}
{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.0025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.16483, "loss_bbox": 3.4846, "loss": 3.64943, "grad_norm": 3.2661, "time": 0.96917}
{"mode": "train", "epoch": 8, "iter": 1150, "lr": 0.0025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.1656, "loss_bbox": 3.47584, "loss": 3.64143, "grad_norm": 3.34843, "time": 0.94608}
{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.0025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.15725, "loss_bbox": 3.47659, "loss": 3.63384, "grad_norm": 3.27105, "time": 0.98534}
{"mode": "train", "epoch": 8, "iter": 1250, "lr": 0.0025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.19491, "loss_bbox": 3.51201, "loss": 3.70691, "grad_norm": 3.88681, "time": 0.9288}
{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.0025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.15706, "loss_bbox": 3.48254, "loss": 3.6396, "grad_norm": 3.58253, "time": 0.94649}
{"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.0025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.20497, "loss_bbox": 3.51494, "loss": 3.71991, "grad_norm": 3.98328, "time": 0.94038}
{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.0025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.16692, "loss_bbox": 3.47632, "loss": 3.64324, "grad_norm": 3.15817, "time": 0.94122}
{"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.0025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.26663, "loss_bbox": 3.49263, "loss": 3.75926, "grad_norm": 4.11524, "time": 0.95581}
{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.0025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.23165, "loss_bbox": 3.50854, "loss": 3.74019, "grad_norm": 4.86308, "time": 0.92434}
{"mode": "train", "epoch": 8, "iter": 1550, "lr": 0.0025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.26508, "loss_bbox": 3.49759, "loss": 3.76267, "grad_norm": 4.26814, "time": 0.94561}
{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.0025, "memory": 3468, "data_time": 0.0068, "loss_cls": 0.19408, "loss_bbox": 3.50292, "loss": 3.697, "grad_norm": 3.72462, "time": 0.95193}
{"mode": "train", "epoch": 8, "iter": 1650, "lr": 0.0025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.19213, "loss_bbox": 3.49324, "loss": 3.68537, "grad_norm": 4.06286, "time": 0.94287}
{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.0025, "memory": 3468, "data_time": 0.00684, "loss_cls": 0.18094, "loss_bbox": 3.48899, "loss": 3.66993, "grad_norm": 3.51746, "time": 0.96299}
{"mode": "train", "epoch": 8, "iter": 1750, "lr": 0.0025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.17395, "loss_bbox": 3.48143, "loss": 3.65538, "grad_norm": 3.92828, "time": 0.90721}
{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.0025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.20632, "loss_bbox": 3.50902, "loss": 3.71534, "grad_norm": 3.63609, "time": 0.97721}
{"mode": "train", "epoch": 8, "iter": 1850, "lr": 0.0025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.21328, "loss_bbox": 3.50429, "loss": 3.71757, "grad_norm": 4.0941, "time": 0.94698}
{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.0025, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.18047, "loss_bbox": 3.47263, "loss": 3.65311, "grad_norm": 3.7607, "time": 0.91229}
{"mode": "train", "epoch": 8, "iter": 1950, "lr": 0.0025, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.18221, "loss_bbox": 3.48715, "loss": 3.66936, "grad_norm": 3.62291, "time": 0.93097}
{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.0025, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.18524, "loss_bbox": 3.50468, "loss": 3.68992, "grad_norm": 3.33678, "time": 0.95435}
{"mode": "train", "epoch": 8, "iter": 2050, "lr": 0.0025, "memory": 3468, "data_time": 0.00683, "loss_cls": 0.20178, "loss_bbox": 3.49934, "loss": 3.70112, "grad_norm": 4.24371, "time": 0.90289}
{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.0025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.23573, "loss_bbox": 3.52384, "loss": 3.75957, "grad_norm": 5.10686, "time": 0.91611}
{"mode": "train", "epoch": 8, "iter": 2150, "lr": 0.0025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.24823, "loss_bbox": 3.5032, "loss": 3.75143, "grad_norm": 5.05646, "time": 0.93148}
{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.0025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.19655, "loss_bbox": 3.47168, "loss": 3.66823, "grad_norm": 3.67375, "time": 0.94973}
{"mode": "train", "epoch": 8, "iter": 2250, "lr": 0.0025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.26304, "loss_bbox": 3.49763, "loss": 3.76067, "grad_norm": 4.42979, "time": 0.92662}
{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.0025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.20286, "loss_bbox": 3.51105, "loss": 3.71391, "grad_norm": 3.38074, "time": 0.94888}
{"mode": "train", "epoch": 8, "iter": 2350, "lr": 0.0025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.18441, "loss_bbox": 3.48379, "loss": 3.6682, "grad_norm": 3.71602, "time": 0.93696}
{"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.0025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.21974, "loss_bbox": 3.52789, "loss": 3.74763, "grad_norm": 4.05056, "time": 0.90621}
{"mode": "train", "epoch": 8, "iter": 2450, "lr": 0.0025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.17651, "loss_bbox": 3.47794, "loss": 3.65445, "grad_norm": 3.42832, "time": 0.94676}
{"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.0025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.18978, "loss_bbox": 3.47514, "loss": 3.66492, "grad_norm": 4.16378, "time": 0.92258}
{"mode": "train", "epoch": 8, "iter": 2550, "lr": 0.0025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.20377, "loss_bbox": 3.48995, "loss": 3.69372, "grad_norm": 3.68251, "time": 0.93792}
{"mode": "train", "epoch": 8, "iter": 2600, "lr": 0.0025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.17666, "loss_bbox": 3.48832, "loss": 3.66498, "grad_norm": 3.51844, "time": 0.93354}
{"mode": "train", "epoch": 8, "iter": 2650, "lr": 0.0025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.19998, "loss_bbox": 3.52349, "loss": 3.72347, "grad_norm": 3.72614, "time": 0.90392}
{"mode": "train", "epoch": 8, "iter": 2700, "lr": 0.0025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.20053, "loss_bbox": 3.46773, "loss": 3.66826, "grad_norm": 3.99555, "time": 0.90846}
{"mode": "train", "epoch": 8, "iter": 2750, "lr": 0.0025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.18575, "loss_bbox": 3.48633, "loss": 3.67209, "grad_norm": 3.42635, "time": 0.89782}
{"mode": "train", "epoch": 8, "iter": 2800, "lr": 0.0025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.19322, "loss_bbox": 3.4862, "loss": 3.67942, "grad_norm": 3.88806, "time": 0.92019}
{"mode": "train", "epoch": 8, "iter": 2850, "lr": 0.0025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.27612, "loss_bbox": 3.46057, "loss": 3.73669, "grad_norm": 5.20974, "time": 0.94454}
{"mode": "train", "epoch": 8, "iter": 2900, "lr": 0.0025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.24111, "loss_bbox": 3.50199, "loss": 3.7431, "grad_norm": 3.46994, "time": 0.94616}
{"mode": "train", "epoch": 8, "iter": 2950, "lr": 0.0025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.21438, "loss_bbox": 3.50696, "loss": 3.72133, "grad_norm": 3.27732, "time": 0.9459}
{"mode": "train", "epoch": 8, "iter": 3000, "lr": 0.0025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.20335, "loss_bbox": 3.5056, "loss": 3.70896, "grad_norm": 4.07053, "time": 0.91568}
{"mode": "train", "epoch": 8, "iter": 3050, "lr": 0.0025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.23284, "loss_bbox": 3.51667, "loss": 3.74951, "grad_norm": 3.83809, "time": 0.94068}
{"mode": "train", "epoch": 8, "iter": 3100, "lr": 0.0025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.18929, "loss_bbox": 3.49414, "loss": 3.68344, "grad_norm": 4.17897, "time": 0.87346}
{"mode": "train", "epoch": 8, "iter": 3150, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.17105, "loss_bbox": 3.48549, "loss": 3.65654, "grad_norm": 3.33108, "time": 0.94906}
{"mode": "train", "epoch": 8, "iter": 3200, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.19142, "loss_bbox": 3.49675, "loss": 3.68817, "grad_norm": 3.83995, "time": 0.9207}
{"mode": "train", "epoch": 8, "iter": 3250, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.18422, "loss_bbox": 3.50872, "loss": 3.69294, "grad_norm": 3.57905, "time": 0.93725}
{"mode": "train", "epoch": 8, "iter": 3300, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.18722, "loss_bbox": 3.49739, "loss": 3.68461, "grad_norm": 4.47007, "time": 0.90767}
{"mode": "train", "epoch": 8, "iter": 3350, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.21523, "loss_bbox": 3.51137, "loss": 3.7266, "grad_norm": 3.99435, "time": 0.95781}
{"mode": "train", "epoch": 8, "iter": 3400, "lr": 0.0025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.15642, "loss_bbox": 3.48397, "loss": 3.64039, "grad_norm": 3.1548, "time": 0.93617}
{"mode": "train", "epoch": 8, "iter": 3450, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.16757, "loss_bbox": 3.49104, "loss": 3.65861, "grad_norm": 3.17152, "time": 0.95273}
{"mode": "train", "epoch": 8, "iter": 3500, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.1543, "loss_bbox": 3.47782, "loss": 3.63212, "grad_norm": 2.87572, "time": 0.95312}
{"mode": "train", "epoch": 8, "iter": 3550, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.2049, "loss_bbox": 3.49408, "loss": 3.69898, "grad_norm": 3.96097, "time": 0.91536}
{"mode": "train", "epoch": 8, "iter": 3600, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.24863, "loss_bbox": 3.50656, "loss": 3.75518, "grad_norm": 4.70803, "time": 0.94508}
{"mode": "train", "epoch": 8, "iter": 3650, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.22124, "loss_bbox": 3.49644, "loss": 3.71768, "grad_norm": 4.35055, "time": 0.94205}
{"mode": "train", "epoch": 8, "iter": 3700, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.21662, "loss_bbox": 3.47635, "loss": 3.69296, "grad_norm": 3.6399, "time": 0.94292}
{"mode": "train", "epoch": 8, "iter": 3750, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.19924, "loss_bbox": 3.4886, "loss": 3.68784, "grad_norm": 4.00206, "time": 0.92635}
{"mode": "train", "epoch": 8, "iter": 3800, "lr": 0.0025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.22457, "loss_bbox": 3.49435, "loss": 3.71892, "grad_norm": 3.92809, "time": 0.90422}
{"mode": "train", "epoch": 8, "iter": 3850, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.21483, "loss_bbox": 3.47906, "loss": 3.69389, "grad_norm": 3.16907, "time": 0.93546}
{"mode": "train", "epoch": 8, "iter": 3900, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.21362, "loss_bbox": 3.51593, "loss": 3.72956, "grad_norm": 3.83729, "time": 0.9491}
{"mode": "train", "epoch": 8, "iter": 3950, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.15884, "loss_bbox": 3.4751, "loss": 3.63394, "grad_norm": 3.27258, "time": 0.94044}
{"mode": "train", "epoch": 8, "iter": 4000, "lr": 0.0025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.1738, "loss_bbox": 3.49468, "loss": 3.66849, "grad_norm": 3.50236, "time": 0.91745}
{"mode": "train", "epoch": 8, "iter": 4050, "lr": 0.0025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.16605, "loss_bbox": 3.49899, "loss": 3.66505, "grad_norm": 3.44189, "time": 0.94528}
{"mode": "train", "epoch": 8, "iter": 4100, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.15438, "loss_bbox": 3.46386, "loss": 3.61824, "grad_norm": 3.19144, "time": 0.94367}
{"mode": "train", "epoch": 8, "iter": 4150, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.20964, "loss_bbox": 3.49161, "loss": 3.70125, "grad_norm": 3.86901, "time": 0.94729}
{"mode": "train", "epoch": 8, "iter": 4200, "lr": 0.0025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.2056, "loss_bbox": 3.50291, "loss": 3.70851, "grad_norm": 4.26539, "time": 0.95303}
{"mode": "train", "epoch": 8, "iter": 4250, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.24448, "loss_bbox": 3.5095, "loss": 3.75398, "grad_norm": 4.9206, "time": 0.89924}
{"mode": "train", "epoch": 8, "iter": 4300, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.20074, "loss_bbox": 3.51961, "loss": 3.72035, "grad_norm": 4.00052, "time": 0.96006}
{"mode": "train", "epoch": 8, "iter": 4350, "lr": 0.0025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.25452, "loss_bbox": 3.49148, "loss": 3.746, "grad_norm": 4.31562, "time": 0.93645}
{"mode": "train", "epoch": 8, "iter": 4400, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.27161, "loss_bbox": 3.50117, "loss": 3.77279, "grad_norm": 5.66223, "time": 0.88625}
{"mode": "train", "epoch": 8, "iter": 4450, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.1818, "loss_bbox": 3.48328, "loss": 3.66508, "grad_norm": 3.04943, "time": 0.95493}
{"mode": "train", "epoch": 8, "iter": 4500, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.19391, "loss_bbox": 3.5219, "loss": 3.71581, "grad_norm": 4.31629, "time": 0.93524}
{"mode": "train", "epoch": 8, "iter": 4550, "lr": 0.0025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.22012, "loss_bbox": 3.51091, "loss": 3.73102, "grad_norm": 3.9303, "time": 0.93125}
{"mode": "train", "epoch": 8, "iter": 4600, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.19862, "loss_bbox": 3.50971, "loss": 3.70833, "grad_norm": 3.49944, "time": 0.93588}
{"mode": "train", "epoch": 8, "iter": 4650, "lr": 0.0025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.18665, "loss_bbox": 3.47489, "loss": 3.66153, "grad_norm": 3.3948, "time": 0.86585}
{"mode": "train", "epoch": 8, "iter": 4700, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.21053, "loss_bbox": 3.48326, "loss": 3.69379, "grad_norm": 3.51581, "time": 0.89158}
{"mode": "train", "epoch": 8, "iter": 4750, "lr": 0.0025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.18869, "loss_bbox": 3.4909, "loss": 3.67959, "grad_norm": 3.45047, "time": 0.94413}
{"mode": "train", "epoch": 8, "iter": 4800, "lr": 0.0025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.19456, "loss_bbox": 3.48759, "loss": 3.68214, "grad_norm": 3.65574, "time": 0.97301}
{"mode": "train", "epoch": 8, "iter": 4850, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.18527, "loss_bbox": 3.50065, "loss": 3.68592, "grad_norm": 3.75631, "time": 0.93811}
{"mode": "train", "epoch": 8, "iter": 4900, "lr": 0.0025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.18524, "loss_bbox": 3.49644, "loss": 3.68167, "grad_norm": 3.75136, "time": 0.91658}
{"mode": "train", "epoch": 8, "iter": 4950, "lr": 0.0025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.20033, "loss_bbox": 3.50908, "loss": 3.70941, "grad_norm": 4.19327, "time": 0.96424}
{"mode": "train", "epoch": 8, "iter": 5000, "lr": 0.0025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.23606, "loss_bbox": 3.49803, "loss": 3.73409, "grad_norm": 4.84199, "time": 0.89983}
{"mode": "train", "epoch": 8, "iter": 5050, "lr": 0.0025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.23144, "loss_bbox": 3.5213, "loss": 3.75273, "grad_norm": 4.15327, "time": 0.92988}
{"mode": "train", "epoch": 8, "iter": 5100, "lr": 0.0025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.23878, "loss_bbox": 3.51505, "loss": 3.75383, "grad_norm": 4.42272, "time": 0.94545}
{"mode": "train", "epoch": 8, "iter": 5150, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.20048, "loss_bbox": 3.51383, "loss": 3.71431, "grad_norm": 4.02457, "time": 0.94993}
{"mode": "train", "epoch": 8, "iter": 5200, "lr": 0.0025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.18751, "loss_bbox": 3.47447, "loss": 3.66199, "grad_norm": 3.67752, "time": 0.91943}
{"mode": "train", "epoch": 8, "iter": 5250, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.18104, "loss_bbox": 3.50365, "loss": 3.6847, "grad_norm": 3.56109, "time": 0.96777}
{"mode": "train", "epoch": 8, "iter": 5300, "lr": 0.0025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.1918, "loss_bbox": 3.46123, "loss": 3.65303, "grad_norm": 3.7617, "time": 0.9392}
{"mode": "train", "epoch": 8, "iter": 5350, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.14859, "loss_bbox": 3.46865, "loss": 3.61724, "grad_norm": 2.75776, "time": 0.97016}
{"mode": "train", "epoch": 8, "iter": 5400, "lr": 0.0025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.16661, "loss_bbox": 3.49712, "loss": 3.66373, "grad_norm": 3.31185, "time": 0.96329}
{"mode": "train", "epoch": 8, "iter": 5450, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.16069, "loss_bbox": 3.48457, "loss": 3.64526, "grad_norm": 3.5096, "time": 0.95326}
{"mode": "train", "epoch": 8, "iter": 5500, "lr": 0.0025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.19134, "loss_bbox": 3.49689, "loss": 3.68823, "grad_norm": 4.16926, "time": 0.9226}
{"mode": "train", "epoch": 8, "iter": 5550, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.16907, "loss_bbox": 3.49891, "loss": 3.66797, "grad_norm": 3.2579, "time": 0.94108}
{"mode": "train", "epoch": 8, "iter": 5600, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.19976, "loss_bbox": 3.49047, "loss": 3.69023, "grad_norm": 3.50757, "time": 0.94829}
{"mode": "train", "epoch": 8, "iter": 5650, "lr": 0.0025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.14263, "loss_bbox": 3.47021, "loss": 3.61284, "grad_norm": 3.02395, "time": 0.93678}
{"mode": "train", "epoch": 8, "iter": 5700, "lr": 0.0025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.24008, "loss_bbox": 3.50708, "loss": 3.74716, "grad_norm": 4.85287, "time": 0.91646}
{"mode": "train", "epoch": 8, "iter": 5750, "lr": 0.0025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.23275, "loss_bbox": 3.5005, "loss": 3.73325, "grad_norm": 4.40067, "time": 0.92622}
{"mode": "train", "epoch": 8, "iter": 5800, "lr": 0.0025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.19564, "loss_bbox": 3.49234, "loss": 3.68798, "grad_norm": 3.93337, "time": 0.94721}
{"mode": "train", "epoch": 8, "iter": 5850, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.18939, "loss_bbox": 3.4945, "loss": 3.68389, "grad_norm": 4.11715, "time": 0.92617}
{"mode": "train", "epoch": 8, "iter": 5900, "lr": 0.0025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.20841, "loss_bbox": 3.48566, "loss": 3.69407, "grad_norm": 3.87314, "time": 0.90721}
{"mode": "train", "epoch": 8, "iter": 5950, "lr": 0.0025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.18847, "loss_bbox": 3.47574, "loss": 3.66421, "grad_norm": 3.26374, "time": 0.9537}
{"mode": "train", "epoch": 8, "iter": 6000, "lr": 0.0025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.16809, "loss_bbox": 3.47726, "loss": 3.64535, "grad_norm": 3.2133, "time": 0.91895}
{"mode": "train", "epoch": 8, "iter": 6050, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.17854, "loss_bbox": 3.47479, "loss": 3.65333, "grad_norm": 3.18455, "time": 0.93334}
{"mode": "train", "epoch": 8, "iter": 6100, "lr": 0.0025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.16092, "loss_bbox": 3.48469, "loss": 3.64561, "grad_norm": 3.0643, "time": 0.9293}
{"mode": "train", "epoch": 8, "iter": 6150, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.17383, "loss_bbox": 3.48173, "loss": 3.65556, "grad_norm": 3.26612, "time": 0.88548}
{"mode": "train", "epoch": 8, "iter": 6200, "lr": 0.0025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.17649, "loss_bbox": 3.48708, "loss": 3.66357, "grad_norm": 3.37949, "time": 0.95046}
{"mode": "train", "epoch": 8, "iter": 6250, "lr": 0.0025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.1844, "loss_bbox": 3.49424, "loss": 3.67864, "grad_norm": 3.99077, "time": 0.92692}
{"mode": "train", "epoch": 8, "iter": 6300, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.27681, "loss_bbox": 3.55812, "loss": 3.83493, "grad_norm": 5.64637, "time": 0.9258}
{"mode": "train", "epoch": 8, "iter": 6350, "lr": 0.0025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.19402, "loss_bbox": 3.519, "loss": 3.71301, "grad_norm": 3.63647, "time": 0.92691}
{"mode": "train", "epoch": 8, "iter": 6400, "lr": 0.0025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.18842, "loss_bbox": 3.51879, "loss": 3.70721, "grad_norm": 4.06626, "time": 0.88859}
{"mode": "train", "epoch": 9, "iter": 50, "lr": 0.00025, "memory": 3468, "data_time": 0.43791, "loss_cls": 0.17317, "loss_bbox": 3.51154, "loss": 3.68471, "grad_norm": 3.74641, "time": 1.37002}
{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.00025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.17265, "loss_bbox": 3.47783, "loss": 3.65048, "grad_norm": 3.44854, "time": 0.92196}
{"mode": "train", "epoch": 9, "iter": 150, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.15559, "loss_bbox": 3.48545, "loss": 3.64104, "grad_norm": 3.53384, "time": 0.92315}
{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.1629, "loss_bbox": 3.48527, "loss": 3.64817, "grad_norm": 3.61587, "time": 0.92895}
{"mode": "train", "epoch": 9, "iter": 250, "lr": 0.00025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.16806, "loss_bbox": 3.46938, "loss": 3.63743, "grad_norm": 3.44723, "time": 0.92124}
{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.15115, "loss_bbox": 3.4724, "loss": 3.62355, "grad_norm": 2.98678, "time": 0.94149}
{"mode": "train", "epoch": 9, "iter": 350, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.15267, "loss_bbox": 3.47037, "loss": 3.62304, "grad_norm": 3.06783, "time": 0.94031}
{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.16088, "loss_bbox": 3.46855, "loss": 3.62943, "grad_norm": 2.90631, "time": 0.91472}
{"mode": "train", "epoch": 9, "iter": 450, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.15415, "loss_bbox": 3.47844, "loss": 3.6326, "grad_norm": 3.44842, "time": 0.96399}
{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.14597, "loss_bbox": 3.47134, "loss": 3.61731, "grad_norm": 2.899, "time": 0.94763}
{"mode": "train", "epoch": 9, "iter": 550, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.15016, "loss_bbox": 3.46138, "loss": 3.61154, "grad_norm": 3.36233, "time": 0.93703}
{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.12645, "loss_bbox": 3.45781, "loss": 3.58427, "grad_norm": 2.66303, "time": 0.9144}
{"mode": "train", "epoch": 9, "iter": 650, "lr": 0.00025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.16451, "loss_bbox": 3.47096, "loss": 3.63547, "grad_norm": 2.93576, "time": 0.93996}
{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.15185, "loss_bbox": 3.47838, "loss": 3.63024, "grad_norm": 3.00991, "time": 0.93979}
{"mode": "train", "epoch": 9, "iter": 750, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.15847, "loss_bbox": 3.46076, "loss": 3.61923, "grad_norm": 3.24542, "time": 0.91322}
{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.1614, "loss_bbox": 3.48433, "loss": 3.64573, "grad_norm": 3.24061, "time": 0.96695}
{"mode": "train", "epoch": 9, "iter": 850, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.14767, "loss_bbox": 3.45602, "loss": 3.60369, "grad_norm": 2.88508, "time": 0.90346}
{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.18144, "loss_bbox": 3.4774, "loss": 3.65883, "grad_norm": 3.69709, "time": 0.89774}
{"mode": "train", "epoch": 9, "iter": 950, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.17928, "loss_bbox": 3.46563, "loss": 3.64491, "grad_norm": 3.44517, "time": 0.91736}
{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.16001, "loss_bbox": 3.48874, "loss": 3.64875, "grad_norm": 3.1193, "time": 0.94071}
{"mode": "train", "epoch": 9, "iter": 1050, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.14056, "loss_bbox": 3.46914, "loss": 3.60969, "grad_norm": 3.05234, "time": 0.89583}
{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.15596, "loss_bbox": 3.45875, "loss": 3.61471, "grad_norm": 2.9098, "time": 0.93244}
{"mode": "train", "epoch": 9, "iter": 1150, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.14214, "loss_bbox": 3.46173, "loss": 3.60387, "grad_norm": 2.93807, "time": 0.9476}
{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.16088, "loss_bbox": 3.48869, "loss": 3.64956, "grad_norm": 3.13868, "time": 0.94339}
{"mode": "train", "epoch": 9, "iter": 1250, "lr": 0.00025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.13886, "loss_bbox": 3.45715, "loss": 3.59601, "grad_norm": 2.74982, "time": 0.95678}
{"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.12906, "loss_bbox": 3.457, "loss": 3.58606, "grad_norm": 2.58094, "time": 0.94835}
{"mode": "train", "epoch": 9, "iter": 1350, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.14306, "loss_bbox": 3.44273, "loss": 3.58579, "grad_norm": 3.09762, "time": 0.93091}
{"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.15632, "loss_bbox": 3.46305, "loss": 3.61936, "grad_norm": 2.90259, "time": 0.93475}
{"mode": "train", "epoch": 9, "iter": 1450, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.17283, "loss_bbox": 3.46343, "loss": 3.63626, "grad_norm": 3.3158, "time": 0.91656}
{"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.12376, "loss_bbox": 3.44394, "loss": 3.5677, "grad_norm": 2.61602, "time": 0.89761}
{"mode": "train", "epoch": 9, "iter": 1550, "lr": 0.00025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.15497, "loss_bbox": 3.45714, "loss": 3.61211, "grad_norm": 3.41811, "time": 0.90447}
{"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.00025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.13178, "loss_bbox": 3.45711, "loss": 3.58889, "grad_norm": 2.66294, "time": 0.95551}
{"mode": "train", "epoch": 9, "iter": 1650, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.12173, "loss_bbox": 3.46198, "loss": 3.58371, "grad_norm": 2.64702, "time": 0.95219}
{"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.15893, "loss_bbox": 3.46134, "loss": 3.62027, "grad_norm": 3.22731, "time": 0.966}
{"mode": "train", "epoch": 9, "iter": 1750, "lr": 0.00025, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.14982, "loss_bbox": 3.46276, "loss": 3.61258, "grad_norm": 3.21285, "time": 0.94787}
{"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.15231, "loss_bbox": 3.45759, "loss": 3.60989, "grad_norm": 2.77703, "time": 0.95016}
{"mode": "train", "epoch": 9, "iter": 1850, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.16223, "loss_bbox": 3.49652, "loss": 3.65875, "grad_norm": 3.45629, "time": 0.89676}
{"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.13045, "loss_bbox": 3.46324, "loss": 3.59369, "grad_norm": 2.64363, "time": 0.94873}
{"mode": "train", "epoch": 9, "iter": 1950, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.14089, "loss_bbox": 3.45157, "loss": 3.59246, "grad_norm": 2.97802, "time": 0.92779}
{"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.00025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.17278, "loss_bbox": 3.47678, "loss": 3.64956, "grad_norm": 3.30478, "time": 0.92063}
{"mode": "train", "epoch": 9, "iter": 2050, "lr": 0.00025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.14069, "loss_bbox": 3.44914, "loss": 3.58984, "grad_norm": 2.74946, "time": 0.91107}
{"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.00025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.14682, "loss_bbox": 3.45637, "loss": 3.60319, "grad_norm": 2.87336, "time": 0.91569}
{"mode": "train", "epoch": 9, "iter": 2150, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.14039, "loss_bbox": 3.4688, "loss": 3.6092, "grad_norm": 2.66884, "time": 0.96731}
{"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.14212, "loss_bbox": 3.45886, "loss": 3.60097, "grad_norm": 2.77858, "time": 0.94127}
{"mode": "train", "epoch": 9, "iter": 2250, "lr": 0.00025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.14429, "loss_bbox": 3.45396, "loss": 3.59825, "grad_norm": 2.7736, "time": 0.95501}
{"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.16067, "loss_bbox": 3.46387, "loss": 3.62454, "grad_norm": 3.33117, "time": 0.95945}
{"mode": "train", "epoch": 9, "iter": 2350, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.1421, "loss_bbox": 3.45877, "loss": 3.60087, "grad_norm": 2.8347, "time": 0.92407}
{"mode": "train", "epoch": 9, "iter": 2400, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.14295, "loss_bbox": 3.46086, "loss": 3.60381, "grad_norm": 2.98795, "time": 0.92218}
{"mode": "train", "epoch": 9, "iter": 2450, "lr": 0.00025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.14795, "loss_bbox": 3.47185, "loss": 3.6198, "grad_norm": 2.96878, "time": 0.97217}
{"mode": "train", "epoch": 9, "iter": 2500, "lr": 0.00025, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.15661, "loss_bbox": 3.47933, "loss": 3.63594, "grad_norm": 3.11715, "time": 0.94818}
{"mode": "train", "epoch": 9, "iter": 2550, "lr": 0.00025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.16979, "loss_bbox": 3.46827, "loss": 3.63805, "grad_norm": 3.77909, "time": 0.92268}
{"mode": "train", "epoch": 9, "iter": 2600, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.15886, "loss_bbox": 3.47547, "loss": 3.63432, "grad_norm": 3.17366, "time": 0.9355}
{"mode": "train", "epoch": 9, "iter": 2650, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.13926, "loss_bbox": 3.47208, "loss": 3.61134, "grad_norm": 2.49919, "time": 0.93379}
{"mode": "train", "epoch": 9, "iter": 2700, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.15655, "loss_bbox": 3.47017, "loss": 3.62672, "grad_norm": 2.9004, "time": 0.93003}
{"mode": "train", "epoch": 9, "iter": 2750, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.14535, "loss_bbox": 3.46063, "loss": 3.60598, "grad_norm": 3.21476, "time": 0.87565}
{"mode": "train", "epoch": 9, "iter": 2800, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.15232, "loss_bbox": 3.48005, "loss": 3.63238, "grad_norm": 2.97195, "time": 0.93148}
{"mode": "train", "epoch": 9, "iter": 2850, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.13539, "loss_bbox": 3.46017, "loss": 3.59556, "grad_norm": 2.81331, "time": 0.95433}
{"mode": "train", "epoch": 9, "iter": 2900, "lr": 0.00025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.12978, "loss_bbox": 3.44281, "loss": 3.57259, "grad_norm": 2.73069, "time": 0.93581}
{"mode": "train", "epoch": 9, "iter": 2950, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.16344, "loss_bbox": 3.47944, "loss": 3.64288, "grad_norm": 3.2082, "time": 0.9475}
{"mode": "train", "epoch": 9, "iter": 3000, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.14911, "loss_bbox": 3.44297, "loss": 3.59208, "grad_norm": 2.84529, "time": 0.93648}
{"mode": "train", "epoch": 9, "iter": 3050, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.13886, "loss_bbox": 3.47312, "loss": 3.61198, "grad_norm": 2.92439, "time": 0.95644}
{"mode": "train", "epoch": 9, "iter": 3100, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.15661, "loss_bbox": 3.46621, "loss": 3.62282, "grad_norm": 3.36618, "time": 0.9155}
{"mode": "train", "epoch": 9, "iter": 3150, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.13904, "loss_bbox": 3.45873, "loss": 3.59777, "grad_norm": 2.9318, "time": 0.92324}
{"mode": "train", "epoch": 9, "iter": 3200, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.14654, "loss_bbox": 3.45443, "loss": 3.60097, "grad_norm": 2.86669, "time": 0.95199}
{"mode": "train", "epoch": 9, "iter": 3250, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.15181, "loss_bbox": 3.46268, "loss": 3.61449, "grad_norm": 2.94872, "time": 0.96063}
{"mode": "train", "epoch": 9, "iter": 3300, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.18515, "loss_bbox": 3.4989, "loss": 3.68406, "grad_norm": 3.44646, "time": 0.89208}
{"mode": "train", "epoch": 9, "iter": 3350, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.12784, "loss_bbox": 3.45442, "loss": 3.58226, "grad_norm": 3.07876, "time": 0.91412}
{"mode": "train", "epoch": 9, "iter": 3400, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.1306, "loss_bbox": 3.45724, "loss": 3.58784, "grad_norm": 2.61723, "time": 0.93039}
{"mode": "train", "epoch": 9, "iter": 3450, "lr": 0.00025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.12986, "loss_bbox": 3.452, "loss": 3.58187, "grad_norm": 2.64705, "time": 0.94611}
{"mode": "train", "epoch": 9, "iter": 3500, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.14949, "loss_bbox": 3.45729, "loss": 3.60678, "grad_norm": 3.09612, "time": 0.91035}
{"mode": "train", "epoch": 9, "iter": 3550, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.17, "loss_bbox": 3.45928, "loss": 3.62928, "grad_norm": 3.23265, "time": 0.94961}
{"mode": "train", "epoch": 9, "iter": 3600, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.16341, "loss_bbox": 3.46142, "loss": 3.62483, "grad_norm": 3.17421, "time": 0.95207}
{"mode": "train", "epoch": 9, "iter": 3650, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.14872, "loss_bbox": 3.47434, "loss": 3.62306, "grad_norm": 2.95615, "time": 0.92789}
{"mode": "train", "epoch": 9, "iter": 3700, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.1502, "loss_bbox": 3.45988, "loss": 3.61008, "grad_norm": 2.98102, "time": 0.93483}
{"mode": "train", "epoch": 9, "iter": 3750, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.14707, "loss_bbox": 3.45693, "loss": 3.604, "grad_norm": 2.79442, "time": 0.96235}
{"mode": "train", "epoch": 9, "iter": 3800, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.1331, "loss_bbox": 3.46708, "loss": 3.60018, "grad_norm": 2.85961, "time": 0.95685}
{"mode": "train", "epoch": 9, "iter": 3850, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.13426, "loss_bbox": 3.44013, "loss": 3.5744, "grad_norm": 2.60869, "time": 0.92441}
{"mode": "train", "epoch": 9, "iter": 3900, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.13875, "loss_bbox": 3.46811, "loss": 3.60686, "grad_norm": 2.69664, "time": 0.9268}
{"mode": "train", "epoch": 9, "iter": 3950, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.15389, "loss_bbox": 3.45845, "loss": 3.61233, "grad_norm": 3.05079, "time": 0.91559}
{"mode": "train", "epoch": 9, "iter": 4000, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.15411, "loss_bbox": 3.47075, "loss": 3.62486, "grad_norm": 3.20904, "time": 0.93832}
{"mode": "train", "epoch": 9, "iter": 4050, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.14239, "loss_bbox": 3.44834, "loss": 3.59073, "grad_norm": 2.75175, "time": 0.95566}
{"mode": "train", "epoch": 9, "iter": 4100, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.1425, "loss_bbox": 3.46449, "loss": 3.60699, "grad_norm": 2.71456, "time": 0.93015}
{"mode": "train", "epoch": 9, "iter": 4150, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.14761, "loss_bbox": 3.45835, "loss": 3.60596, "grad_norm": 2.76186, "time": 0.93644}
{"mode": "train", "epoch": 9, "iter": 4200, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.13952, "loss_bbox": 3.45879, "loss": 3.59831, "grad_norm": 3.02374, "time": 0.93199}
{"mode": "train", "epoch": 9, "iter": 4250, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.12375, "loss_bbox": 3.44192, "loss": 3.56567, "grad_norm": 2.59153, "time": 0.93494}
{"mode": "train", "epoch": 9, "iter": 4300, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.14688, "loss_bbox": 3.46896, "loss": 3.61584, "grad_norm": 2.83655, "time": 0.93749}
{"mode": "train", "epoch": 9, "iter": 4350, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.13531, "loss_bbox": 3.45914, "loss": 3.59445, "grad_norm": 2.77578, "time": 0.93843}
{"mode": "train", "epoch": 9, "iter": 4400, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.1356, "loss_bbox": 3.44615, "loss": 3.58176, "grad_norm": 2.44054, "time": 0.93053}
{"mode": "train", "epoch": 9, "iter": 4450, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.14155, "loss_bbox": 3.47094, "loss": 3.61248, "grad_norm": 3.19031, "time": 0.94725}
{"mode": "train", "epoch": 9, "iter": 4500, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.14877, "loss_bbox": 3.45512, "loss": 3.60388, "grad_norm": 2.98761, "time": 0.94344}
{"mode": "train", "epoch": 9, "iter": 4550, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.13691, "loss_bbox": 3.46311, "loss": 3.60002, "grad_norm": 3.05266, "time": 0.92233}
{"mode": "train", "epoch": 9, "iter": 4600, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.15485, "loss_bbox": 3.45959, "loss": 3.61444, "grad_norm": 2.8618, "time": 0.91507}
{"mode": "train", "epoch": 9, "iter": 4650, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.1506, "loss_bbox": 3.46597, "loss": 3.61657, "grad_norm": 3.00768, "time": 0.9277}
{"mode": "train", "epoch": 9, "iter": 4700, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.12767, "loss_bbox": 3.44808, "loss": 3.57575, "grad_norm": 2.66987, "time": 0.95212}
{"mode": "train", "epoch": 9, "iter": 4750, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.14968, "loss_bbox": 3.45311, "loss": 3.60279, "grad_norm": 2.78413, "time": 0.9515}
{"mode": "train", "epoch": 9, "iter": 4800, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.14484, "loss_bbox": 3.47745, "loss": 3.6223, "grad_norm": 2.96067, "time": 0.94884}
{"mode": "train", "epoch": 9, "iter": 4850, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.1579, "loss_bbox": 3.47475, "loss": 3.63265, "grad_norm": 3.6843, "time": 0.94839}
{"mode": "train", "epoch": 9, "iter": 4900, "lr": 0.00025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.13822, "loss_bbox": 3.45743, "loss": 3.59566, "grad_norm": 2.8333, "time": 0.95756}
{"mode": "train", "epoch": 9, "iter": 4950, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.13795, "loss_bbox": 3.44744, "loss": 3.58539, "grad_norm": 2.69836, "time": 0.96875}
{"mode": "train", "epoch": 9, "iter": 5000, "lr": 0.00025, "memory": 3468, "data_time": 0.00645, "loss_cls": 0.16391, "loss_bbox": 3.47037, "loss": 3.63428, "grad_norm": 3.44551, "time": 0.94134}
{"mode": "train", "epoch": 9, "iter": 5050, "lr": 0.00025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.14079, "loss_bbox": 3.45479, "loss": 3.59558, "grad_norm": 2.87697, "time": 0.94451}
{"mode": "train", "epoch": 9, "iter": 5100, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.14083, "loss_bbox": 3.47259, "loss": 3.61342, "grad_norm": 2.67514, "time": 0.95193}
{"mode": "train", "epoch": 9, "iter": 5150, "lr": 0.00025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.14324, "loss_bbox": 3.44614, "loss": 3.58938, "grad_norm": 2.78731, "time": 0.93588}
{"mode": "train", "epoch": 9, "iter": 5200, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.12702, "loss_bbox": 3.44576, "loss": 3.57278, "grad_norm": 2.87966, "time": 0.88883}
{"mode": "train", "epoch": 9, "iter": 5250, "lr": 0.00025, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.12186, "loss_bbox": 3.43873, "loss": 3.5606, "grad_norm": 2.13847, "time": 0.95314}
{"mode": "train", "epoch": 9, "iter": 5300, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.13046, "loss_bbox": 3.44684, "loss": 3.5773, "grad_norm": 2.73135, "time": 0.93022}
{"mode": "train", "epoch": 9, "iter": 5350, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.11877, "loss_bbox": 3.45995, "loss": 3.57872, "grad_norm": 2.45548, "time": 0.90851}
{"mode": "train", "epoch": 9, "iter": 5400, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.10819, "loss_bbox": 3.43165, "loss": 3.53984, "grad_norm": 2.28765, "time": 0.97768}
{"mode": "train", "epoch": 9, "iter": 5450, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.1313, "loss_bbox": 3.4471, "loss": 3.57839, "grad_norm": 2.62002, "time": 0.89972}
{"mode": "train", "epoch": 9, "iter": 5500, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.14453, "loss_bbox": 3.46318, "loss": 3.60771, "grad_norm": 2.90419, "time": 0.94477}
{"mode": "train", "epoch": 9, "iter": 5550, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12356, "loss_bbox": 3.44287, "loss": 3.56643, "grad_norm": 2.56975, "time": 0.92504}
{"mode": "train", "epoch": 9, "iter": 5600, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.15442, "loss_bbox": 3.46371, "loss": 3.61813, "grad_norm": 3.06403, "time": 0.93011}
{"mode": "train", "epoch": 9, "iter": 5650, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.13708, "loss_bbox": 3.46163, "loss": 3.5987, "grad_norm": 2.7591, "time": 0.9379}
{"mode": "train", "epoch": 9, "iter": 5700, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.13618, "loss_bbox": 3.46881, "loss": 3.60499, "grad_norm": 2.84503, "time": 0.93039}
{"mode": "train", "epoch": 9, "iter": 5750, "lr": 0.00025, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.16016, "loss_bbox": 3.46684, "loss": 3.627, "grad_norm": 3.7532, "time": 0.9458}
{"mode": "train", "epoch": 9, "iter": 5800, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.13838, "loss_bbox": 3.46568, "loss": 3.60405, "grad_norm": 3.22533, "time": 0.94515}
{"mode": "train", "epoch": 9, "iter": 5850, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.13693, "loss_bbox": 3.44896, "loss": 3.58588, "grad_norm": 3.05071, "time": 0.95137}
{"mode": "train", "epoch": 9, "iter": 5900, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.14314, "loss_bbox": 3.46342, "loss": 3.60656, "grad_norm": 2.71152, "time": 0.9628}
{"mode": "train", "epoch": 9, "iter": 5950, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.15591, "loss_bbox": 3.45568, "loss": 3.61159, "grad_norm": 3.42555, "time": 0.92436}
{"mode": "train", "epoch": 9, "iter": 6000, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.13, "loss_bbox": 3.46616, "loss": 3.59616, "grad_norm": 2.55463, "time": 0.95526}
{"mode": "train", "epoch": 9, "iter": 6050, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.15087, "loss_bbox": 3.47581, "loss": 3.62669, "grad_norm": 3.50452, "time": 0.9143}
{"mode": "train", "epoch": 9, "iter": 6100, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.1312, "loss_bbox": 3.46587, "loss": 3.59706, "grad_norm": 2.53541, "time": 0.95149}
{"mode": "train", "epoch": 9, "iter": 6150, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.13947, "loss_bbox": 3.45076, "loss": 3.59024, "grad_norm": 2.8989, "time": 0.9399}
{"mode": "train", "epoch": 9, "iter": 6200, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.13389, "loss_bbox": 3.45368, "loss": 3.58757, "grad_norm": 2.8732, "time": 0.9362}
{"mode": "train", "epoch": 9, "iter": 6250, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.13234, "loss_bbox": 3.46527, "loss": 3.59761, "grad_norm": 2.81313, "time": 0.94238}
{"mode": "train", "epoch": 9, "iter": 6300, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.12618, "loss_bbox": 3.44149, "loss": 3.56767, "grad_norm": 2.74322, "time": 0.90844}
{"mode": "train", "epoch": 9, "iter": 6350, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.12604, "loss_bbox": 3.44839, "loss": 3.57442, "grad_norm": 2.6508, "time": 0.92185}
{"mode": "train", "epoch": 9, "iter": 6400, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.15447, "loss_bbox": 3.45835, "loss": 3.61282, "grad_norm": 3.33998, "time": 0.9245}
{"mode": "train", "epoch": 10, "iter": 50, "lr": 0.00025, "memory": 3468, "data_time": 0.4455, "loss_cls": 0.1479, "loss_bbox": 3.45884, "loss": 3.60674, "grad_norm": 3.02379, "time": 1.38289}
{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.14255, "loss_bbox": 3.46961, "loss": 3.61216, "grad_norm": 2.81566, "time": 0.95684}
{"mode": "train", "epoch": 10, "iter": 150, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.1373, "loss_bbox": 3.47657, "loss": 3.61387, "grad_norm": 2.98562, "time": 0.92566}
{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.11614, "loss_bbox": 3.43917, "loss": 3.55531, "grad_norm": 2.71533, "time": 0.93665}
{"mode": "train", "epoch": 10, "iter": 250, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.12964, "loss_bbox": 3.44431, "loss": 3.57395, "grad_norm": 2.84712, "time": 0.93355}
{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.14643, "loss_bbox": 3.45218, "loss": 3.59861, "grad_norm": 2.97424, "time": 0.91311}
{"mode": "train", "epoch": 10, "iter": 350, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.1538, "loss_bbox": 3.45918, "loss": 3.61298, "grad_norm": 2.92795, "time": 0.9317}
{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.13687, "loss_bbox": 3.45669, "loss": 3.59356, "grad_norm": 3.32878, "time": 0.95038}
{"mode": "train", "epoch": 10, "iter": 450, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.1336, "loss_bbox": 3.44445, "loss": 3.57805, "grad_norm": 2.71088, "time": 0.94338}
{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.14597, "loss_bbox": 3.45315, "loss": 3.59912, "grad_norm": 3.4985, "time": 0.92648}
{"mode": "train", "epoch": 10, "iter": 550, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.13667, "loss_bbox": 3.43555, "loss": 3.57222, "grad_norm": 3.03862, "time": 0.93395}
{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.13175, "loss_bbox": 3.47033, "loss": 3.60207, "grad_norm": 2.82301, "time": 0.96209}
{"mode": "train", "epoch": 10, "iter": 650, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.17508, "loss_bbox": 3.47154, "loss": 3.64662, "grad_norm": 3.37899, "time": 0.93382}
{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.14236, "loss_bbox": 3.4772, "loss": 3.61956, "grad_norm": 2.93044, "time": 0.97411}
{"mode": "train", "epoch": 10, "iter": 750, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.136, "loss_bbox": 3.44763, "loss": 3.58363, "grad_norm": 2.94674, "time": 0.90355}
{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.13724, "loss_bbox": 3.44886, "loss": 3.5861, "grad_norm": 2.9558, "time": 0.92925}
{"mode": "train", "epoch": 10, "iter": 850, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.1439, "loss_bbox": 3.449, "loss": 3.5929, "grad_norm": 2.52277, "time": 0.94382}
{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.12463, "loss_bbox": 3.44277, "loss": 3.5674, "grad_norm": 2.45818, "time": 0.9493}
{"mode": "train", "epoch": 10, "iter": 950, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.11737, "loss_bbox": 3.44231, "loss": 3.55968, "grad_norm": 2.58736, "time": 0.9497}
{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.13524, "loss_bbox": 3.44187, "loss": 3.57711, "grad_norm": 3.12253, "time": 0.91266}
{"mode": "train", "epoch": 10, "iter": 1050, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.12957, "loss_bbox": 3.45621, "loss": 3.58578, "grad_norm": 3.11688, "time": 0.91798}
{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.14647, "loss_bbox": 3.46091, "loss": 3.60738, "grad_norm": 2.71375, "time": 0.95082}
{"mode": "train", "epoch": 10, "iter": 1150, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.14086, "loss_bbox": 3.46243, "loss": 3.6033, "grad_norm": 2.84424, "time": 0.92885}
{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.13154, "loss_bbox": 3.45187, "loss": 3.58341, "grad_norm": 2.49154, "time": 0.93761}
{"mode": "train", "epoch": 10, "iter": 1250, "lr": 0.00025, "memory": 3468, "data_time": 0.00675, "loss_cls": 0.13384, "loss_bbox": 3.45665, "loss": 3.5905, "grad_norm": 2.79225, "time": 0.94657}
{"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.1318, "loss_bbox": 3.46031, "loss": 3.59211, "grad_norm": 2.83441, "time": 0.93631}
{"mode": "train", "epoch": 10, "iter": 1350, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.12483, "loss_bbox": 3.44083, "loss": 3.56566, "grad_norm": 2.59728, "time": 0.92823}
{"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.15361, "loss_bbox": 3.44745, "loss": 3.60106, "grad_norm": 3.15563, "time": 0.93536}
{"mode": "train", "epoch": 10, "iter": 1450, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12369, "loss_bbox": 3.44149, "loss": 3.56519, "grad_norm": 2.69573, "time": 0.95004}
{"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.1253, "loss_bbox": 3.45529, "loss": 3.58058, "grad_norm": 2.84906, "time": 0.93584}
{"mode": "train", "epoch": 10, "iter": 1550, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.14953, "loss_bbox": 3.46065, "loss": 3.61018, "grad_norm": 3.04116, "time": 0.94336}
{"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.15256, "loss_bbox": 3.45705, "loss": 3.60961, "grad_norm": 3.26836, "time": 0.92313}
{"mode": "train", "epoch": 10, "iter": 1650, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.12579, "loss_bbox": 3.43939, "loss": 3.56518, "grad_norm": 2.8181, "time": 0.9313}
{"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.12128, "loss_bbox": 3.46046, "loss": 3.58174, "grad_norm": 2.87864, "time": 0.94096}
{"mode": "train", "epoch": 10, "iter": 1750, "lr": 0.00025, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.1193, "loss_bbox": 3.44645, "loss": 3.56574, "grad_norm": 2.65656, "time": 0.94791}
{"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.17639, "loss_bbox": 3.48604, "loss": 3.66242, "grad_norm": 4.11221, "time": 0.91167}
{"mode": "train", "epoch": 10, "iter": 1850, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.13172, "loss_bbox": 3.44652, "loss": 3.57824, "grad_norm": 2.79542, "time": 0.94468}
{"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.00025, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.16807, "loss_bbox": 3.46572, "loss": 3.63379, "grad_norm": 3.15054, "time": 0.94027}
{"mode": "train", "epoch": 10, "iter": 1950, "lr": 0.00025, "memory": 3468, "data_time": 0.00675, "loss_cls": 0.14033, "loss_bbox": 3.44819, "loss": 3.58851, "grad_norm": 2.87705, "time": 0.94575}
{"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.00025, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.13329, "loss_bbox": 3.4504, "loss": 3.58368, "grad_norm": 2.7174, "time": 0.9259}
{"mode": "train", "epoch": 10, "iter": 2050, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.13832, "loss_bbox": 3.46355, "loss": 3.60187, "grad_norm": 3.04164, "time": 0.93466}
{"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.13122, "loss_bbox": 3.45684, "loss": 3.58807, "grad_norm": 2.8349, "time": 0.94978}
{"mode": "train", "epoch": 10, "iter": 2150, "lr": 0.00025, "memory": 3468, "data_time": 0.00678, "loss_cls": 0.13479, "loss_bbox": 3.46815, "loss": 3.60294, "grad_norm": 3.33341, "time": 0.92589}
{"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.13268, "loss_bbox": 3.44264, "loss": 3.57532, "grad_norm": 2.99335, "time": 0.913}
{"mode": "train", "epoch": 10, "iter": 2250, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.14488, "loss_bbox": 3.46481, "loss": 3.60969, "grad_norm": 2.83865, "time": 0.93405}
{"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.14821, "loss_bbox": 3.4455, "loss": 3.59371, "grad_norm": 3.31265, "time": 0.94296}
{"mode": "train", "epoch": 10, "iter": 2350, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.13103, "loss_bbox": 3.43925, "loss": 3.57029, "grad_norm": 2.64056, "time": 0.90718}
{"mode": "train", "epoch": 10, "iter": 2400, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.13064, "loss_bbox": 3.44648, "loss": 3.57712, "grad_norm": 2.65937, "time": 0.96192}
{"mode": "train", "epoch": 10, "iter": 2450, "lr": 0.00025, "memory": 3468, "data_time": 0.0068, "loss_cls": 0.12994, "loss_bbox": 3.44101, "loss": 3.57095, "grad_norm": 2.71874, "time": 0.93854}
{"mode": "train", "epoch": 10, "iter": 2500, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.11294, "loss_bbox": 3.44393, "loss": 3.55687, "grad_norm": 2.66346, "time": 0.92406}
{"mode": "train", "epoch": 10, "iter": 2550, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.13523, "loss_bbox": 3.46378, "loss": 3.59902, "grad_norm": 2.68628, "time": 0.96815}
{"mode": "train", "epoch": 10, "iter": 2600, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.1441, "loss_bbox": 3.45308, "loss": 3.59718, "grad_norm": 2.82559, "time": 0.95133}
{"mode": "train", "epoch": 10, "iter": 2650, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.13539, "loss_bbox": 3.4574, "loss": 3.59279, "grad_norm": 2.6701, "time": 0.9445}
{"mode": "train", "epoch": 10, "iter": 2700, "lr": 0.00025, "memory": 3468, "data_time": 0.00678, "loss_cls": 0.12423, "loss_bbox": 3.46224, "loss": 3.58646, "grad_norm": 2.6523, "time": 0.94267}
{"mode": "train", "epoch": 10, "iter": 2750, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12139, "loss_bbox": 3.45518, "loss": 3.57657, "grad_norm": 2.48763, "time": 0.9622}
{"mode": "train", "epoch": 10, "iter": 2800, "lr": 0.00025, "memory": 3468, "data_time": 0.00683, "loss_cls": 0.13134, "loss_bbox": 3.46468, "loss": 3.59602, "grad_norm": 2.9015, "time": 0.94477}
{"mode": "train", "epoch": 10, "iter": 2850, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.13619, "loss_bbox": 3.46233, "loss": 3.59852, "grad_norm": 2.94982, "time": 0.95663}
{"mode": "train", "epoch": 10, "iter": 2900, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.14492, "loss_bbox": 3.45779, "loss": 3.60272, "grad_norm": 2.88785, "time": 0.95258}
{"mode": "train", "epoch": 10, "iter": 2950, "lr": 0.00025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.13701, "loss_bbox": 3.46309, "loss": 3.6001, "grad_norm": 3.10442, "time": 0.95484}
{"mode": "train", "epoch": 10, "iter": 3000, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.15664, "loss_bbox": 3.45962, "loss": 3.61626, "grad_norm": 3.54094, "time": 0.91366}
{"mode": "train", "epoch": 10, "iter": 3050, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.13664, "loss_bbox": 3.44504, "loss": 3.58168, "grad_norm": 3.10485, "time": 0.93366}
{"mode": "train", "epoch": 10, "iter": 3100, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.13691, "loss_bbox": 3.42816, "loss": 3.56507, "grad_norm": 3.06025, "time": 0.92264}
{"mode": "train", "epoch": 10, "iter": 3150, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.1518, "loss_bbox": 3.44482, "loss": 3.59662, "grad_norm": 3.14615, "time": 0.95815}
{"mode": "train", "epoch": 10, "iter": 3200, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.13988, "loss_bbox": 3.46592, "loss": 3.6058, "grad_norm": 2.94618, "time": 0.94912}
{"mode": "train", "epoch": 10, "iter": 3250, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.13431, "loss_bbox": 3.44931, "loss": 3.58362, "grad_norm": 2.81732, "time": 0.95033}
{"mode": "train", "epoch": 10, "iter": 3300, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.15969, "loss_bbox": 3.46538, "loss": 3.62507, "grad_norm": 3.38521, "time": 0.94694}
{"mode": "train", "epoch": 10, "iter": 3350, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.12176, "loss_bbox": 3.44652, "loss": 3.56829, "grad_norm": 2.63397, "time": 0.96042}
{"mode": "train", "epoch": 10, "iter": 3400, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.15188, "loss_bbox": 3.47884, "loss": 3.63072, "grad_norm": 3.08795, "time": 0.92669}
{"mode": "train", "epoch": 10, "iter": 3450, "lr": 0.00025, "memory": 3468, "data_time": 0.00678, "loss_cls": 0.11185, "loss_bbox": 3.44261, "loss": 3.55446, "grad_norm": 2.43881, "time": 0.94525}
{"mode": "train", "epoch": 10, "iter": 3500, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.1359, "loss_bbox": 3.44903, "loss": 3.58494, "grad_norm": 2.81067, "time": 0.93904}
{"mode": "train", "epoch": 10, "iter": 3550, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.17076, "loss_bbox": 3.46202, "loss": 3.63277, "grad_norm": 3.97498, "time": 0.92179}
{"mode": "train", "epoch": 10, "iter": 3600, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.11741, "loss_bbox": 3.43375, "loss": 3.55116, "grad_norm": 2.58676, "time": 0.90571}
{"mode": "train", "epoch": 10, "iter": 3650, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.14228, "loss_bbox": 3.45739, "loss": 3.59967, "grad_norm": 3.36086, "time": 0.87839}
{"mode": "train", "epoch": 10, "iter": 3700, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.1572, "loss_bbox": 3.46011, "loss": 3.6173, "grad_norm": 3.31049, "time": 0.92674}
{"mode": "train", "epoch": 10, "iter": 3750, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.12756, "loss_bbox": 3.44694, "loss": 3.57449, "grad_norm": 3.08104, "time": 0.90216}
{"mode": "train", "epoch": 10, "iter": 3800, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.1342, "loss_bbox": 3.44934, "loss": 3.58354, "grad_norm": 3.00494, "time": 0.89218}
{"mode": "train", "epoch": 10, "iter": 3850, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.13892, "loss_bbox": 3.44862, "loss": 3.58754, "grad_norm": 2.75012, "time": 0.95025}
{"mode": "train", "epoch": 10, "iter": 3900, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.13259, "loss_bbox": 3.46024, "loss": 3.59283, "grad_norm": 2.87359, "time": 0.92747}
{"mode": "train", "epoch": 10, "iter": 3950, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.13157, "loss_bbox": 3.44121, "loss": 3.57278, "grad_norm": 3.56218, "time": 0.90013}
{"mode": "train", "epoch": 10, "iter": 4000, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.14584, "loss_bbox": 3.47266, "loss": 3.6185, "grad_norm": 2.93266, "time": 0.94621}
{"mode": "train", "epoch": 10, "iter": 4050, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.1279, "loss_bbox": 3.44223, "loss": 3.57013, "grad_norm": 2.84761, "time": 0.94838}
{"mode": "train", "epoch": 10, "iter": 4100, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.11422, "loss_bbox": 3.43515, "loss": 3.54937, "grad_norm": 2.50167, "time": 0.94745}
{"mode": "train", "epoch": 10, "iter": 4150, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.15287, "loss_bbox": 3.45871, "loss": 3.61159, "grad_norm": 3.25522, "time": 0.94568}
{"mode": "train", "epoch": 10, "iter": 4200, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.14915, "loss_bbox": 3.47948, "loss": 3.62863, "grad_norm": 2.89565, "time": 0.91489}
{"mode": "train", "epoch": 10, "iter": 4250, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.11863, "loss_bbox": 3.43858, "loss": 3.55721, "grad_norm": 2.33579, "time": 0.93751}
{"mode": "train", "epoch": 10, "iter": 4300, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.12479, "loss_bbox": 3.44425, "loss": 3.56904, "grad_norm": 2.55336, "time": 0.94174}
{"mode": "train", "epoch": 10, "iter": 4350, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.12906, "loss_bbox": 3.44589, "loss": 3.57495, "grad_norm": 2.53522, "time": 0.96872}
{"mode": "train", "epoch": 10, "iter": 4400, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.13344, "loss_bbox": 3.46021, "loss": 3.59365, "grad_norm": 2.64791, "time": 0.94011}
{"mode": "train", "epoch": 10, "iter": 4450, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.1328, "loss_bbox": 3.45911, "loss": 3.59191, "grad_norm": 2.6944, "time": 0.92988}
{"mode": "train", "epoch": 10, "iter": 4500, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.13456, "loss_bbox": 3.44411, "loss": 3.57867, "grad_norm": 2.86588, "time": 0.93394}
{"mode": "train", "epoch": 10, "iter": 4550, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.12492, "loss_bbox": 3.45014, "loss": 3.57506, "grad_norm": 2.83008, "time": 0.91234}
{"mode": "train", "epoch": 10, "iter": 4600, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.13119, "loss_bbox": 3.44607, "loss": 3.57725, "grad_norm": 3.18184, "time": 0.95413}
{"mode": "train", "epoch": 10, "iter": 4650, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.11736, "loss_bbox": 3.438, "loss": 3.55536, "grad_norm": 2.82836, "time": 0.92479}
{"mode": "train", "epoch": 10, "iter": 4700, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.1247, "loss_bbox": 3.44708, "loss": 3.57178, "grad_norm": 3.11204, "time": 0.95861}
{"mode": "train", "epoch": 10, "iter": 4750, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.13427, "loss_bbox": 3.45422, "loss": 3.58849, "grad_norm": 2.744, "time": 0.92364}
{"mode": "train", "epoch": 10, "iter": 4800, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.12725, "loss_bbox": 3.45251, "loss": 3.57976, "grad_norm": 2.86036, "time": 0.92852}
{"mode": "train", "epoch": 10, "iter": 4850, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.13615, "loss_bbox": 3.45538, "loss": 3.59153, "grad_norm": 2.82262, "time": 0.91857}
{"mode": "train", "epoch": 10, "iter": 4900, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.12693, "loss_bbox": 3.44926, "loss": 3.57619, "grad_norm": 2.79811, "time": 0.93496}
{"mode": "train", "epoch": 10, "iter": 4950, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.14955, "loss_bbox": 3.47615, "loss": 3.6257, "grad_norm": 3.64386, "time": 0.91883}
{"mode": "train", "epoch": 10, "iter": 5000, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.12889, "loss_bbox": 3.45244, "loss": 3.58133, "grad_norm": 2.7562, "time": 0.97688}
{"mode": "train", "epoch": 10, "iter": 5050, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.17447, "loss_bbox": 3.49784, "loss": 3.67231, "grad_norm": 3.68805, "time": 0.93589}
{"mode": "train", "epoch": 10, "iter": 5100, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.10853, "loss_bbox": 3.43547, "loss": 3.544, "grad_norm": 2.45142, "time": 0.93322}
{"mode": "train", "epoch": 10, "iter": 5150, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.14425, "loss_bbox": 3.46012, "loss": 3.60437, "grad_norm": 3.04477, "time": 0.91306}
{"mode": "train", "epoch": 10, "iter": 5200, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.11358, "loss_bbox": 3.44986, "loss": 3.56344, "grad_norm": 2.52216, "time": 0.92549}
{"mode": "train", "epoch": 10, "iter": 5250, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.15439, "loss_bbox": 3.47255, "loss": 3.62694, "grad_norm": 3.17343, "time": 0.90211}
{"mode": "train", "epoch": 10, "iter": 5300, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.12637, "loss_bbox": 3.4484, "loss": 3.57477, "grad_norm": 2.65243, "time": 0.92402}
{"mode": "train", "epoch": 10, "iter": 5350, "lr": 0.00025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.12919, "loss_bbox": 3.44591, "loss": 3.5751, "grad_norm": 2.90002, "time": 0.91401}
{"mode": "train", "epoch": 10, "iter": 5400, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.11683, "loss_bbox": 3.44759, "loss": 3.56442, "grad_norm": 2.75146, "time": 0.92431}
{"mode": "train", "epoch": 10, "iter": 5450, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.14887, "loss_bbox": 3.46103, "loss": 3.60989, "grad_norm": 2.91433, "time": 0.97751}
{"mode": "train", "epoch": 10, "iter": 5500, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.13051, "loss_bbox": 3.46482, "loss": 3.59533, "grad_norm": 3.16467, "time": 0.94224}
{"mode": "train", "epoch": 10, "iter": 5550, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.12979, "loss_bbox": 3.44468, "loss": 3.57446, "grad_norm": 2.72904, "time": 0.9248}
{"mode": "train", "epoch": 10, "iter": 5600, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.14958, "loss_bbox": 3.46085, "loss": 3.61043, "grad_norm": 3.06489, "time": 0.93095}
{"mode": "train", "epoch": 10, "iter": 5650, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.15401, "loss_bbox": 3.46395, "loss": 3.61797, "grad_norm": 3.33725, "time": 0.92139}
{"mode": "train", "epoch": 10, "iter": 5700, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.13967, "loss_bbox": 3.45469, "loss": 3.59437, "grad_norm": 2.97057, "time": 0.91218}
{"mode": "train", "epoch": 10, "iter": 5750, "lr": 0.00025, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.14259, "loss_bbox": 3.45827, "loss": 3.60086, "grad_norm": 3.16758, "time": 0.89963}
{"mode": "train", "epoch": 10, "iter": 5800, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.12342, "loss_bbox": 3.45677, "loss": 3.58019, "grad_norm": 2.65038, "time": 0.94097}
{"mode": "train", "epoch": 10, "iter": 5850, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.13452, "loss_bbox": 3.46239, "loss": 3.59692, "grad_norm": 3.17138, "time": 0.92548}
{"mode": "train", "epoch": 10, "iter": 5900, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.14098, "loss_bbox": 3.45567, "loss": 3.59665, "grad_norm": 2.92095, "time": 0.94376}
{"mode": "train", "epoch": 10, "iter": 5950, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.11803, "loss_bbox": 3.44687, "loss": 3.5649, "grad_norm": 2.68632, "time": 0.9371}
{"mode": "train", "epoch": 10, "iter": 6000, "lr": 0.00025, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.1259, "loss_bbox": 3.46322, "loss": 3.58912, "grad_norm": 2.72429, "time": 0.95271}
{"mode": "train", "epoch": 10, "iter": 6050, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.19345, "loss_bbox": 3.4611, "loss": 3.65456, "grad_norm": 4.03088, "time": 0.92709}
{"mode": "train", "epoch": 10, "iter": 6100, "lr": 0.00025, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.14637, "loss_bbox": 3.45404, "loss": 3.60041, "grad_norm": 3.17334, "time": 0.95249}
{"mode": "train", "epoch": 10, "iter": 6150, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.11592, "loss_bbox": 3.44178, "loss": 3.5577, "grad_norm": 2.41331, "time": 0.88395}
{"mode": "train", "epoch": 10, "iter": 6200, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.10457, "loss_bbox": 3.44651, "loss": 3.55108, "grad_norm": 2.28315, "time": 0.92726}
{"mode": "train", "epoch": 10, "iter": 6250, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.13352, "loss_bbox": 3.4555, "loss": 3.58902, "grad_norm": 3.01759, "time": 0.93005}
{"mode": "train", "epoch": 10, "iter": 6300, "lr": 0.00025, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.11673, "loss_bbox": 3.44702, "loss": 3.56375, "grad_norm": 2.65401, "time": 0.95064}
{"mode": "train", "epoch": 10, "iter": 6350, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.12663, "loss_bbox": 3.45101, "loss": 3.57764, "grad_norm": 2.76575, "time": 0.92595}
{"mode": "train", "epoch": 10, "iter": 6400, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.12826, "loss_bbox": 3.44292, "loss": 3.57118, "grad_norm": 2.89666, "time": 0.90779}
{"mode": "train", "epoch": 11, "iter": 50, "lr": 0.00025, "memory": 3468, "data_time": 0.44445, "loss_cls": 0.14761, "loss_bbox": 3.48276, "loss": 3.63037, "grad_norm": 3.48055, "time": 1.36814}
{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.13219, "loss_bbox": 3.44978, "loss": 3.58197, "grad_norm": 2.69915, "time": 0.90759}
{"mode": "train", "epoch": 11, "iter": 150, "lr": 0.00025, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.11374, "loss_bbox": 3.43432, "loss": 3.54807, "grad_norm": 2.69993, "time": 0.92308}
{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.12785, "loss_bbox": 3.45565, "loss": 3.58351, "grad_norm": 2.94105, "time": 0.95115}
{"mode": "train", "epoch": 11, "iter": 250, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.12574, "loss_bbox": 3.45602, "loss": 3.58176, "grad_norm": 2.99178, "time": 0.93635}
{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.12376, "loss_bbox": 3.46331, "loss": 3.58708, "grad_norm": 2.50683, "time": 0.96085}
{"mode": "train", "epoch": 11, "iter": 350, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.14009, "loss_bbox": 3.45727, "loss": 3.59736, "grad_norm": 2.88759, "time": 0.92746}
{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.11577, "loss_bbox": 3.43862, "loss": 3.55439, "grad_norm": 2.45782, "time": 0.93073}
{"mode": "train", "epoch": 11, "iter": 450, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.11857, "loss_bbox": 3.44581, "loss": 3.56438, "grad_norm": 2.51358, "time": 0.9436}
{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.1283, "loss_bbox": 3.45407, "loss": 3.58236, "grad_norm": 2.58436, "time": 0.94915}
{"mode": "train", "epoch": 11, "iter": 550, "lr": 0.00025, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.12956, "loss_bbox": 3.46612, "loss": 3.59568, "grad_norm": 2.64196, "time": 0.93161}
{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.15065, "loss_bbox": 3.46004, "loss": 3.61069, "grad_norm": 2.94104, "time": 0.95001}
{"mode": "train", "epoch": 11, "iter": 650, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.13995, "loss_bbox": 3.43953, "loss": 3.57949, "grad_norm": 3.24427, "time": 0.8886}
{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.12667, "loss_bbox": 3.46692, "loss": 3.59359, "grad_norm": 2.88624, "time": 0.95064}
{"mode": "train", "epoch": 11, "iter": 750, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.14403, "loss_bbox": 3.45688, "loss": 3.60091, "grad_norm": 2.81966, "time": 0.95779}
{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.13575, "loss_bbox": 3.44708, "loss": 3.58283, "grad_norm": 3.19327, "time": 0.9295}
{"mode": "train", "epoch": 11, "iter": 850, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.11956, "loss_bbox": 3.45068, "loss": 3.57024, "grad_norm": 2.88796, "time": 0.92477}
{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.15457, "loss_bbox": 3.46666, "loss": 3.62123, "grad_norm": 3.31116, "time": 0.96052}
{"mode": "train", "epoch": 11, "iter": 950, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.12974, "loss_bbox": 3.46824, "loss": 3.59798, "grad_norm": 2.5329, "time": 0.9582}
{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.14335, "loss_bbox": 3.45914, "loss": 3.60249, "grad_norm": 2.89595, "time": 0.95396}
{"mode": "train", "epoch": 11, "iter": 1050, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.13103, "loss_bbox": 3.45922, "loss": 3.59025, "grad_norm": 3.06785, "time": 0.92817}
{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.14983, "loss_bbox": 3.46254, "loss": 3.61237, "grad_norm": 3.25294, "time": 0.95004}
{"mode": "train", "epoch": 11, "iter": 1150, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.12716, "loss_bbox": 3.44883, "loss": 3.57599, "grad_norm": 2.89732, "time": 0.9501}
{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.14826, "loss_bbox": 3.46252, "loss": 3.61078, "grad_norm": 2.92437, "time": 0.92146}
{"mode": "train", "epoch": 11, "iter": 1250, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.15481, "loss_bbox": 3.44662, "loss": 3.60142, "grad_norm": 3.70959, "time": 0.9074}
{"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.13034, "loss_bbox": 3.44468, "loss": 3.57502, "grad_norm": 3.11428, "time": 0.9304}
{"mode": "train", "epoch": 11, "iter": 1350, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.14806, "loss_bbox": 3.46686, "loss": 3.61492, "grad_norm": 3.49213, "time": 0.95694}
{"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.10958, "loss_bbox": 3.44889, "loss": 3.55846, "grad_norm": 2.4947, "time": 0.91212}
{"mode": "train", "epoch": 11, "iter": 1450, "lr": 0.00025, "memory": 3468, "data_time": 0.00675, "loss_cls": 0.11872, "loss_bbox": 3.43432, "loss": 3.55304, "grad_norm": 2.51561, "time": 0.93933}
{"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.14453, "loss_bbox": 3.4598, "loss": 3.60433, "grad_norm": 2.98261, "time": 0.95004}
{"mode": "train", "epoch": 11, "iter": 1550, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.14277, "loss_bbox": 3.46171, "loss": 3.60449, "grad_norm": 2.67149, "time": 0.94741}
{"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.00025, "memory": 3468, "data_time": 0.00678, "loss_cls": 0.12148, "loss_bbox": 3.45361, "loss": 3.57509, "grad_norm": 2.82236, "time": 0.92613}
{"mode": "train", "epoch": 11, "iter": 1650, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.14325, "loss_bbox": 3.45125, "loss": 3.59451, "grad_norm": 3.20439, "time": 0.91538}
{"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.13993, "loss_bbox": 3.47618, "loss": 3.61611, "grad_norm": 3.01473, "time": 0.92512}
{"mode": "train", "epoch": 11, "iter": 1750, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.12346, "loss_bbox": 3.44862, "loss": 3.57208, "grad_norm": 2.56619, "time": 0.94516}
{"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.1312, "loss_bbox": 3.45081, "loss": 3.58201, "grad_norm": 2.91694, "time": 0.92268}
{"mode": "train", "epoch": 11, "iter": 1850, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.12616, "loss_bbox": 3.44578, "loss": 3.57194, "grad_norm": 2.78989, "time": 0.9328}
{"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.13115, "loss_bbox": 3.46282, "loss": 3.59397, "grad_norm": 3.198, "time": 0.95211}
{"mode": "train", "epoch": 11, "iter": 1950, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.12137, "loss_bbox": 3.44471, "loss": 3.56608, "grad_norm": 3.10723, "time": 0.91344}
{"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.00025, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.15954, "loss_bbox": 3.45926, "loss": 3.61879, "grad_norm": 3.72966, "time": 0.94234}
{"mode": "train", "epoch": 11, "iter": 2050, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.12471, "loss_bbox": 3.46281, "loss": 3.58752, "grad_norm": 2.47869, "time": 0.98502}
{"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.1243, "loss_bbox": 3.43008, "loss": 3.55438, "grad_norm": 2.77981, "time": 0.90348}
{"mode": "train", "epoch": 11, "iter": 2150, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.13844, "loss_bbox": 3.44697, "loss": 3.58541, "grad_norm": 3.01501, "time": 0.97285}
{"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.11739, "loss_bbox": 3.45411, "loss": 3.5715, "grad_norm": 2.70441, "time": 0.92426}
{"mode": "train", "epoch": 11, "iter": 2250, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.13088, "loss_bbox": 3.44476, "loss": 3.57564, "grad_norm": 2.63426, "time": 0.92815}
{"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.13155, "loss_bbox": 3.45276, "loss": 3.58431, "grad_norm": 2.56034, "time": 0.95141}
{"mode": "train", "epoch": 11, "iter": 2350, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.11635, "loss_bbox": 3.44899, "loss": 3.56533, "grad_norm": 2.5177, "time": 0.92915}
{"mode": "train", "epoch": 11, "iter": 2400, "lr": 0.00025, "memory": 3468, "data_time": 0.00679, "loss_cls": 0.12354, "loss_bbox": 3.44537, "loss": 3.56892, "grad_norm": 2.71812, "time": 0.92455}
{"mode": "train", "epoch": 11, "iter": 2450, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.14026, "loss_bbox": 3.4365, "loss": 3.57676, "grad_norm": 2.7241, "time": 0.9458}
{"mode": "train", "epoch": 11, "iter": 2500, "lr": 0.00025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.16609, "loss_bbox": 3.45744, "loss": 3.62353, "grad_norm": 3.5517, "time": 0.91417}
{"mode": "train", "epoch": 11, "iter": 2550, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.14724, "loss_bbox": 3.44803, "loss": 3.59527, "grad_norm": 3.15369, "time": 0.9193}
{"mode": "train", "epoch": 11, "iter": 2600, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.16531, "loss_bbox": 3.47125, "loss": 3.63656, "grad_norm": 3.34847, "time": 0.95278}
{"mode": "train", "epoch": 11, "iter": 2650, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.17475, "loss_bbox": 3.44972, "loss": 3.62447, "grad_norm": 3.72598, "time": 0.95896}
{"mode": "train", "epoch": 11, "iter": 2700, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.16494, "loss_bbox": 3.47345, "loss": 3.63839, "grad_norm": 3.34732, "time": 0.92758}
{"mode": "train", "epoch": 11, "iter": 2750, "lr": 0.00025, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.12897, "loss_bbox": 3.43639, "loss": 3.56536, "grad_norm": 2.98066, "time": 0.91679}
{"mode": "train", "epoch": 11, "iter": 2800, "lr": 0.00025, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.13818, "loss_bbox": 3.46311, "loss": 3.60128, "grad_norm": 2.88291, "time": 0.91931}
{"mode": "train", "epoch": 11, "iter": 2850, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.11307, "loss_bbox": 3.43853, "loss": 3.5516, "grad_norm": 2.73534, "time": 0.93026}
{"mode": "train", "epoch": 11, "iter": 2900, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.13675, "loss_bbox": 3.4762, "loss": 3.61294, "grad_norm": 2.96089, "time": 0.93934}
{"mode": "train", "epoch": 11, "iter": 2950, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.12468, "loss_bbox": 3.44613, "loss": 3.57081, "grad_norm": 2.78666, "time": 0.93728}
{"mode": "train", "epoch": 11, "iter": 3000, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.12239, "loss_bbox": 3.43697, "loss": 3.55936, "grad_norm": 3.0004, "time": 0.95373}
{"mode": "train", "epoch": 11, "iter": 3050, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.1314, "loss_bbox": 3.44927, "loss": 3.58067, "grad_norm": 2.83662, "time": 0.93174}
{"mode": "train", "epoch": 11, "iter": 3100, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12769, "loss_bbox": 3.43873, "loss": 3.56642, "grad_norm": 3.04831, "time": 0.91802}
{"mode": "train", "epoch": 11, "iter": 3150, "lr": 0.00025, "memory": 3468, "data_time": 0.00679, "loss_cls": 0.10935, "loss_bbox": 3.44492, "loss": 3.55427, "grad_norm": 2.7559, "time": 0.93184}
{"mode": "train", "epoch": 11, "iter": 3200, "lr": 0.00025, "memory": 3468, "data_time": 0.00677, "loss_cls": 0.11661, "loss_bbox": 3.45795, "loss": 3.57456, "grad_norm": 2.56777, "time": 0.95546}
{"mode": "train", "epoch": 11, "iter": 3250, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.12641, "loss_bbox": 3.4429, "loss": 3.56931, "grad_norm": 3.05602, "time": 0.89055}
{"mode": "train", "epoch": 11, "iter": 3300, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.11856, "loss_bbox": 3.44388, "loss": 3.56244, "grad_norm": 2.68515, "time": 0.96453}
{"mode": "train", "epoch": 11, "iter": 3350, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.12342, "loss_bbox": 3.44277, "loss": 3.5662, "grad_norm": 2.83196, "time": 0.9413}
{"mode": "train", "epoch": 11, "iter": 3400, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.11563, "loss_bbox": 3.44288, "loss": 3.55851, "grad_norm": 2.4067, "time": 0.91566}
{"mode": "train", "epoch": 11, "iter": 3450, "lr": 0.00025, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.13127, "loss_bbox": 3.45528, "loss": 3.58656, "grad_norm": 2.85281, "time": 0.95503}
{"mode": "train", "epoch": 11, "iter": 3500, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.1272, "loss_bbox": 3.44458, "loss": 3.57178, "grad_norm": 2.68534, "time": 0.95241}
{"mode": "train", "epoch": 11, "iter": 3550, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.12235, "loss_bbox": 3.45239, "loss": 3.57474, "grad_norm": 2.95266, "time": 0.91433}
{"mode": "train", "epoch": 11, "iter": 3600, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.12264, "loss_bbox": 3.45994, "loss": 3.58258, "grad_norm": 3.21837, "time": 0.92837}
{"mode": "train", "epoch": 11, "iter": 3650, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.12159, "loss_bbox": 3.44413, "loss": 3.56572, "grad_norm": 2.65396, "time": 0.9173}
{"mode": "train", "epoch": 11, "iter": 3700, "lr": 0.00025, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.11943, "loss_bbox": 3.43904, "loss": 3.55847, "grad_norm": 3.0195, "time": 0.92632}
{"mode": "train", "epoch": 11, "iter": 3750, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.13954, "loss_bbox": 3.44995, "loss": 3.5895, "grad_norm": 3.03089, "time": 0.94369}
{"mode": "train", "epoch": 11, "iter": 3800, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.14208, "loss_bbox": 3.45705, "loss": 3.59913, "grad_norm": 3.47537, "time": 0.93667}
{"mode": "train", "epoch": 11, "iter": 3850, "lr": 0.00025, "memory": 3468, "data_time": 0.00679, "loss_cls": 0.15676, "loss_bbox": 3.4656, "loss": 3.62235, "grad_norm": 3.25514, "time": 0.96518}
{"mode": "train", "epoch": 11, "iter": 3900, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.14435, "loss_bbox": 3.44368, "loss": 3.58803, "grad_norm": 2.99579, "time": 0.93656}
{"mode": "train", "epoch": 11, "iter": 3950, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.13539, "loss_bbox": 3.45789, "loss": 3.59328, "grad_norm": 3.49329, "time": 0.91717}
{"mode": "train", "epoch": 11, "iter": 4000, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.11538, "loss_bbox": 3.43547, "loss": 3.55085, "grad_norm": 2.6319, "time": 0.93531}
{"mode": "train", "epoch": 11, "iter": 4050, "lr": 0.00025, "memory": 3468, "data_time": 0.00675, "loss_cls": 0.13504, "loss_bbox": 3.47156, "loss": 3.6066, "grad_norm": 3.30007, "time": 0.92806}
{"mode": "train", "epoch": 11, "iter": 4100, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.13461, "loss_bbox": 3.46088, "loss": 3.59549, "grad_norm": 2.93135, "time": 0.93668}
{"mode": "train", "epoch": 11, "iter": 4150, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.10548, "loss_bbox": 3.42632, "loss": 3.5318, "grad_norm": 2.55269, "time": 0.94023}
{"mode": "train", "epoch": 11, "iter": 4200, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.10897, "loss_bbox": 3.44726, "loss": 3.55623, "grad_norm": 2.39803, "time": 0.92538}
{"mode": "train", "epoch": 11, "iter": 4250, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.15336, "loss_bbox": 3.45635, "loss": 3.60971, "grad_norm": 3.27953, "time": 0.93379}
{"mode": "train", "epoch": 11, "iter": 4300, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.16209, "loss_bbox": 3.46024, "loss": 3.62234, "grad_norm": 3.69466, "time": 0.94823}
{"mode": "train", "epoch": 11, "iter": 4350, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.14282, "loss_bbox": 3.45232, "loss": 3.59514, "grad_norm": 3.26089, "time": 0.89976}
{"mode": "train", "epoch": 11, "iter": 4400, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.13541, "loss_bbox": 3.44353, "loss": 3.57894, "grad_norm": 2.75986, "time": 0.93947}
{"mode": "train", "epoch": 11, "iter": 4450, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.11291, "loss_bbox": 3.44518, "loss": 3.55809, "grad_norm": 2.9018, "time": 0.94704}
{"mode": "train", "epoch": 11, "iter": 4500, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.13863, "loss_bbox": 3.4436, "loss": 3.58224, "grad_norm": 3.13058, "time": 0.91793}
{"mode": "train", "epoch": 11, "iter": 4550, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.12474, "loss_bbox": 3.45092, "loss": 3.57566, "grad_norm": 3.26378, "time": 0.91797}
{"mode": "train", "epoch": 11, "iter": 4600, "lr": 0.00025, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.15574, "loss_bbox": 3.45819, "loss": 3.61394, "grad_norm": 3.62755, "time": 0.9219}
{"mode": "train", "epoch": 11, "iter": 4650, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.14244, "loss_bbox": 3.4633, "loss": 3.60574, "grad_norm": 3.48576, "time": 0.92076}
{"mode": "train", "epoch": 11, "iter": 4700, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.13362, "loss_bbox": 3.45576, "loss": 3.58938, "grad_norm": 2.86433, "time": 0.93802}
{"mode": "train", "epoch": 11, "iter": 4750, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.13916, "loss_bbox": 3.43941, "loss": 3.57857, "grad_norm": 3.2871, "time": 0.90676}
{"mode": "train", "epoch": 11, "iter": 4800, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.13646, "loss_bbox": 3.45552, "loss": 3.59198, "grad_norm": 3.21789, "time": 0.92398}
{"mode": "train", "epoch": 11, "iter": 4850, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.14397, "loss_bbox": 3.4679, "loss": 3.61187, "grad_norm": 3.03059, "time": 0.96214}
{"mode": "train", "epoch": 11, "iter": 4900, "lr": 0.00025, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.14372, "loss_bbox": 3.46094, "loss": 3.60467, "grad_norm": 3.36115, "time": 0.91231}
{"mode": "train", "epoch": 11, "iter": 4950, "lr": 0.00025, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.14134, "loss_bbox": 3.4442, "loss": 3.58555, "grad_norm": 2.79657, "time": 0.95714}
{"mode": "train", "epoch": 11, "iter": 5000, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.13985, "loss_bbox": 3.46033, "loss": 3.60018, "grad_norm": 2.81842, "time": 0.9383}
{"mode": "train", "epoch": 11, "iter": 5050, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.11111, "loss_bbox": 3.44568, "loss": 3.5568, "grad_norm": 2.81783, "time": 0.89966}
{"mode": "train", "epoch": 11, "iter": 5100, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.12552, "loss_bbox": 3.43586, "loss": 3.56138, "grad_norm": 3.03315, "time": 0.92227}
{"mode": "train", "epoch": 11, "iter": 5150, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.15224, "loss_bbox": 3.46678, "loss": 3.61902, "grad_norm": 3.43989, "time": 0.96468}
{"mode": "train", "epoch": 11, "iter": 5200, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.13714, "loss_bbox": 3.47141, "loss": 3.60856, "grad_norm": 2.86014, "time": 0.93897}
{"mode": "train", "epoch": 11, "iter": 5250, "lr": 0.00025, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.15268, "loss_bbox": 3.45293, "loss": 3.60561, "grad_norm": 3.38381, "time": 0.90194}
{"mode": "train", "epoch": 11, "iter": 5300, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.13157, "loss_bbox": 3.43864, "loss": 3.57021, "grad_norm": 3.19776, "time": 0.90235}
{"mode": "train", "epoch": 11, "iter": 5350, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.11441, "loss_bbox": 3.43762, "loss": 3.55203, "grad_norm": 2.56091, "time": 0.9566}
{"mode": "train", "epoch": 11, "iter": 5400, "lr": 0.00025, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.12405, "loss_bbox": 3.43623, "loss": 3.56028, "grad_norm": 3.03378, "time": 0.92704}
{"mode": "train", "epoch": 11, "iter": 5450, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.13258, "loss_bbox": 3.46604, "loss": 3.59862, "grad_norm": 3.38562, "time": 0.92039}
{"mode": "train", "epoch": 11, "iter": 5500, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.14761, "loss_bbox": 3.47111, "loss": 3.61873, "grad_norm": 3.65428, "time": 0.91072}
{"mode": "train", "epoch": 11, "iter": 5550, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.12973, "loss_bbox": 3.43581, "loss": 3.56554, "grad_norm": 2.83344, "time": 0.94032}
{"mode": "train", "epoch": 11, "iter": 5600, "lr": 0.00025, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.12792, "loss_bbox": 3.44692, "loss": 3.57484, "grad_norm": 2.52546, "time": 0.95926}
{"mode": "train", "epoch": 11, "iter": 5650, "lr": 0.00025, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.12216, "loss_bbox": 3.44358, "loss": 3.56574, "grad_norm": 2.8388, "time": 0.94067}
{"mode": "train", "epoch": 11, "iter": 5700, "lr": 0.00025, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.14639, "loss_bbox": 3.44873, "loss": 3.59512, "grad_norm": 2.84376, "time": 0.94904}
{"mode": "train", "epoch": 11, "iter": 5750, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.14715, "loss_bbox": 3.45508, "loss": 3.60224, "grad_norm": 3.18837, "time": 0.9355}
{"mode": "train", "epoch": 11, "iter": 5800, "lr": 0.00025, "memory": 3468, "data_time": 0.00665, "loss_cls": 0.10838, "loss_bbox": 3.45339, "loss": 3.56177, "grad_norm": 2.62199, "time": 0.95126}
{"mode": "train", "epoch": 11, "iter": 5850, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.12759, "loss_bbox": 3.4483, "loss": 3.5759, "grad_norm": 2.82469, "time": 0.92891}
{"mode": "train", "epoch": 11, "iter": 5900, "lr": 0.00025, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.13876, "loss_bbox": 3.44163, "loss": 3.58039, "grad_norm": 3.30689, "time": 0.92016}
{"mode": "train", "epoch": 11, "iter": 5950, "lr": 0.00025, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.17031, "loss_bbox": 3.45878, "loss": 3.62909, "grad_norm": 3.36279, "time": 0.95212}
{"mode": "train", "epoch": 11, "iter": 6000, "lr": 0.00025, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.12354, "loss_bbox": 3.44642, "loss": 3.56995, "grad_norm": 2.95676, "time": 0.8951}
{"mode": "train", "epoch": 11, "iter": 6050, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.11321, "loss_bbox": 3.44204, "loss": 3.55524, "grad_norm": 2.88166, "time": 0.85898}
{"mode": "train", "epoch": 11, "iter": 6100, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.13012, "loss_bbox": 3.44891, "loss": 3.57903, "grad_norm": 2.99857, "time": 0.91972}
{"mode": "train", "epoch": 11, "iter": 6150, "lr": 0.00025, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.12412, "loss_bbox": 3.45781, "loss": 3.58193, "grad_norm": 2.72755, "time": 0.95838}
{"mode": "train", "epoch": 11, "iter": 6200, "lr": 0.00025, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.13285, "loss_bbox": 3.45372, "loss": 3.58657, "grad_norm": 3.31468, "time": 0.91905}
{"mode": "train", "epoch": 11, "iter": 6250, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.1377, "loss_bbox": 3.45443, "loss": 3.59213, "grad_norm": 3.08135, "time": 0.94422}
{"mode": "train", "epoch": 11, "iter": 6300, "lr": 0.00025, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.12825, "loss_bbox": 3.44982, "loss": 3.57807, "grad_norm": 3.00323, "time": 0.94776}
{"mode": "train", "epoch": 11, "iter": 6350, "lr": 0.00025, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.1248, "loss_bbox": 3.44825, "loss": 3.57305, "grad_norm": 2.84501, "time": 0.9462}
{"mode": "train", "epoch": 11, "iter": 6400, "lr": 0.00025, "memory": 3468, "data_time": 0.00664, "loss_cls": 0.11523, "loss_bbox": 3.4344, "loss": 3.54963, "grad_norm": 2.51719, "time": 0.94224}
{"mode": "train", "epoch": 12, "iter": 50, "lr": 3e-05, "memory": 3468, "data_time": 0.44763, "loss_cls": 0.1247, "loss_bbox": 3.43756, "loss": 3.56226, "grad_norm": 2.81435, "time": 1.35686}
{"mode": "train", "epoch": 12, "iter": 100, "lr": 3e-05, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.12329, "loss_bbox": 3.43649, "loss": 3.55978, "grad_norm": 2.77558, "time": 0.93385}
{"mode": "train", "epoch": 12, "iter": 150, "lr": 3e-05, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.11105, "loss_bbox": 3.44335, "loss": 3.5544, "grad_norm": 2.29634, "time": 0.94766}
{"mode": "train", "epoch": 12, "iter": 200, "lr": 3e-05, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.14851, "loss_bbox": 3.45535, "loss": 3.60386, "grad_norm": 3.40611, "time": 0.93095}
{"mode": "train", "epoch": 12, "iter": 250, "lr": 3e-05, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.11526, "loss_bbox": 3.4208, "loss": 3.53606, "grad_norm": 2.35941, "time": 0.92915}
{"mode": "train", "epoch": 12, "iter": 300, "lr": 3e-05, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.14191, "loss_bbox": 3.45375, "loss": 3.59566, "grad_norm": 3.21051, "time": 0.94377}
{"mode": "train", "epoch": 12, "iter": 350, "lr": 3e-05, "memory": 3468, "data_time": 0.00644, "loss_cls": 0.14321, "loss_bbox": 3.45701, "loss": 3.60022, "grad_norm": 3.22419, "time": 0.93497}
{"mode": "train", "epoch": 12, "iter": 400, "lr": 3e-05, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.12897, "loss_bbox": 3.45018, "loss": 3.57915, "grad_norm": 2.84811, "time": 0.95741}
{"mode": "train", "epoch": 12, "iter": 450, "lr": 3e-05, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.14512, "loss_bbox": 3.44819, "loss": 3.59332, "grad_norm": 3.40951, "time": 0.93547}
{"mode": "train", "epoch": 12, "iter": 500, "lr": 3e-05, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.13091, "loss_bbox": 3.45218, "loss": 3.58309, "grad_norm": 2.83555, "time": 0.94088}
{"mode": "train", "epoch": 12, "iter": 550, "lr": 3e-05, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.12909, "loss_bbox": 3.43944, "loss": 3.56852, "grad_norm": 3.05933, "time": 0.91976}
{"mode": "train", "epoch": 12, "iter": 600, "lr": 3e-05, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.11765, "loss_bbox": 3.4524, "loss": 3.57005, "grad_norm": 2.66503, "time": 0.91242}
{"mode": "train", "epoch": 12, "iter": 650, "lr": 3e-05, "memory": 3468, "data_time": 0.00649, "loss_cls": 0.12172, "loss_bbox": 3.44364, "loss": 3.56536, "grad_norm": 2.59083, "time": 0.94884}
{"mode": "train", "epoch": 12, "iter": 700, "lr": 3e-05, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.11528, "loss_bbox": 3.43726, "loss": 3.55255, "grad_norm": 2.86393, "time": 0.94181}
{"mode": "train", "epoch": 12, "iter": 750, "lr": 3e-05, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.1249, "loss_bbox": 3.4517, "loss": 3.5766, "grad_norm": 2.63477, "time": 0.95332}
{"mode": "train", "epoch": 12, "iter": 800, "lr": 3e-05, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.14008, "loss_bbox": 3.45099, "loss": 3.59107, "grad_norm": 2.99202, "time": 0.93708}
{"mode": "train", "epoch": 12, "iter": 850, "lr": 3e-05, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.13963, "loss_bbox": 3.45378, "loss": 3.59341, "grad_norm": 2.78971, "time": 0.91985}
{"mode": "train", "epoch": 12, "iter": 900, "lr": 3e-05, "memory": 3468, "data_time": 0.00643, "loss_cls": 0.13105, "loss_bbox": 3.45032, "loss": 3.58137, "grad_norm": 2.90353, "time": 0.91402}
{"mode": "train", "epoch": 12, "iter": 950, "lr": 3e-05, "memory": 3468, "data_time": 0.00647, "loss_cls": 0.13117, "loss_bbox": 3.43913, "loss": 3.5703, "grad_norm": 2.75008, "time": 0.88388}
{"mode": "train", "epoch": 12, "iter": 1000, "lr": 3e-05, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.13291, "loss_bbox": 3.44458, "loss": 3.57749, "grad_norm": 2.81126, "time": 0.9014}
{"mode": "train", "epoch": 12, "iter": 1050, "lr": 3e-05, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.1148, "loss_bbox": 3.43695, "loss": 3.55176, "grad_norm": 2.83206, "time": 0.91367}
{"mode": "train", "epoch": 12, "iter": 1100, "lr": 3e-05, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.11949, "loss_bbox": 3.44969, "loss": 3.56918, "grad_norm": 2.65643, "time": 0.94737}
{"mode": "train", "epoch": 12, "iter": 1150, "lr": 3e-05, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.12693, "loss_bbox": 3.44232, "loss": 3.56925, "grad_norm": 2.81757, "time": 0.94556}
{"mode": "train", "epoch": 12, "iter": 1200, "lr": 3e-05, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.12569, "loss_bbox": 3.44737, "loss": 3.57306, "grad_norm": 2.98485, "time": 0.95225}
{"mode": "train", "epoch": 12, "iter": 1250, "lr": 3e-05, "memory": 3468, "data_time": 0.00651, "loss_cls": 0.1298, "loss_bbox": 3.43204, "loss": 3.56184, "grad_norm": 2.96837, "time": 0.93317}
{"mode": "train", "epoch": 12, "iter": 1300, "lr": 3e-05, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.10782, "loss_bbox": 3.43596, "loss": 3.54378, "grad_norm": 2.41304, "time": 0.92878}
{"mode": "train", "epoch": 12, "iter": 1350, "lr": 3e-05, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.13978, "loss_bbox": 3.47909, "loss": 3.61887, "grad_norm": 3.11519, "time": 0.95872}
{"mode": "train", "epoch": 12, "iter": 1400, "lr": 3e-05, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.1278, "loss_bbox": 3.44437, "loss": 3.57217, "grad_norm": 2.89117, "time": 0.94737}
{"mode": "train", "epoch": 12, "iter": 1450, "lr": 3e-05, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.11904, "loss_bbox": 3.44295, "loss": 3.56198, "grad_norm": 2.6889, "time": 0.93446}
{"mode": "train", "epoch": 12, "iter": 1500, "lr": 3e-05, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.12956, "loss_bbox": 3.43898, "loss": 3.56854, "grad_norm": 2.65014, "time": 0.94676}
{"mode": "train", "epoch": 12, "iter": 1550, "lr": 3e-05, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.1114, "loss_bbox": 3.42902, "loss": 3.54042, "grad_norm": 2.54614, "time": 0.90206}
{"mode": "train", "epoch": 12, "iter": 1600, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.1191, "loss_bbox": 3.44155, "loss": 3.56066, "grad_norm": 2.36538, "time": 0.96865}
{"mode": "train", "epoch": 12, "iter": 1650, "lr": 3e-05, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.1304, "loss_bbox": 3.44606, "loss": 3.57647, "grad_norm": 2.90005, "time": 0.95411}
{"mode": "train", "epoch": 12, "iter": 1700, "lr": 3e-05, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.11436, "loss_bbox": 3.44548, "loss": 3.55984, "grad_norm": 2.55024, "time": 0.92549}
{"mode": "train", "epoch": 12, "iter": 1750, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.11195, "loss_bbox": 3.44341, "loss": 3.55536, "grad_norm": 2.51857, "time": 0.93463}
{"mode": "train", "epoch": 12, "iter": 1800, "lr": 3e-05, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.12503, "loss_bbox": 3.44762, "loss": 3.57265, "grad_norm": 2.7704, "time": 0.95435}
{"mode": "train", "epoch": 12, "iter": 1850, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12159, "loss_bbox": 3.438, "loss": 3.55959, "grad_norm": 2.55844, "time": 0.94608}
{"mode": "train", "epoch": 12, "iter": 1900, "lr": 3e-05, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.11494, "loss_bbox": 3.4366, "loss": 3.55154, "grad_norm": 2.49244, "time": 0.97365}
{"mode": "train", "epoch": 12, "iter": 1950, "lr": 3e-05, "memory": 3468, "data_time": 0.00679, "loss_cls": 0.11974, "loss_bbox": 3.44214, "loss": 3.56188, "grad_norm": 2.83221, "time": 0.94891}
{"mode": "train", "epoch": 12, "iter": 2000, "lr": 3e-05, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.10852, "loss_bbox": 3.44407, "loss": 3.55259, "grad_norm": 2.47806, "time": 0.95359}
{"mode": "train", "epoch": 12, "iter": 2050, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.11763, "loss_bbox": 3.44033, "loss": 3.55796, "grad_norm": 2.93339, "time": 0.95039}
{"mode": "train", "epoch": 12, "iter": 2100, "lr": 3e-05, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.1181, "loss_bbox": 3.45861, "loss": 3.57672, "grad_norm": 2.96118, "time": 0.97485}
{"mode": "train", "epoch": 12, "iter": 2150, "lr": 3e-05, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.1162, "loss_bbox": 3.44394, "loss": 3.56014, "grad_norm": 2.89881, "time": 0.9324}
{"mode": "train", "epoch": 12, "iter": 2200, "lr": 3e-05, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.14174, "loss_bbox": 3.46603, "loss": 3.60776, "grad_norm": 3.24494, "time": 0.92997}
{"mode": "train", "epoch": 12, "iter": 2250, "lr": 3e-05, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.12084, "loss_bbox": 3.4447, "loss": 3.56554, "grad_norm": 2.57567, "time": 0.97732}
{"mode": "train", "epoch": 12, "iter": 2300, "lr": 3e-05, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.12789, "loss_bbox": 3.45318, "loss": 3.58107, "grad_norm": 2.94367, "time": 0.91863}
{"mode": "train", "epoch": 12, "iter": 2350, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.10559, "loss_bbox": 3.44656, "loss": 3.55215, "grad_norm": 2.31251, "time": 0.93439}
{"mode": "train", "epoch": 12, "iter": 2400, "lr": 3e-05, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.12433, "loss_bbox": 3.44222, "loss": 3.56655, "grad_norm": 2.77056, "time": 0.91776}
{"mode": "train", "epoch": 12, "iter": 2450, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.15856, "loss_bbox": 3.46506, "loss": 3.62362, "grad_norm": 3.37182, "time": 0.97477}
{"mode": "train", "epoch": 12, "iter": 2500, "lr": 3e-05, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.12466, "loss_bbox": 3.44057, "loss": 3.56523, "grad_norm": 2.84189, "time": 0.92417}
{"mode": "train", "epoch": 12, "iter": 2550, "lr": 3e-05, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.12613, "loss_bbox": 3.4444, "loss": 3.57053, "grad_norm": 2.34479, "time": 0.93884}
{"mode": "train", "epoch": 12, "iter": 2600, "lr": 3e-05, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.14247, "loss_bbox": 3.43947, "loss": 3.58194, "grad_norm": 3.54243, "time": 0.91345}
{"mode": "train", "epoch": 12, "iter": 2650, "lr": 3e-05, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.14483, "loss_bbox": 3.43715, "loss": 3.58197, "grad_norm": 3.0639, "time": 0.93097}
{"mode": "train", "epoch": 12, "iter": 2700, "lr": 3e-05, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.13534, "loss_bbox": 3.45578, "loss": 3.59112, "grad_norm": 3.09586, "time": 0.94448}
{"mode": "train", "epoch": 12, "iter": 2750, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.11551, "loss_bbox": 3.43434, "loss": 3.54984, "grad_norm": 2.43052, "time": 0.91337}
{"mode": "train", "epoch": 12, "iter": 2800, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12327, "loss_bbox": 3.44617, "loss": 3.56944, "grad_norm": 2.83304, "time": 0.94047}
{"mode": "train", "epoch": 12, "iter": 2850, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.11232, "loss_bbox": 3.42773, "loss": 3.54006, "grad_norm": 2.6476, "time": 0.93228}
{"mode": "train", "epoch": 12, "iter": 2900, "lr": 3e-05, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.12672, "loss_bbox": 3.45081, "loss": 3.57753, "grad_norm": 3.13962, "time": 0.95754}
{"mode": "train", "epoch": 12, "iter": 2950, "lr": 3e-05, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.12598, "loss_bbox": 3.448, "loss": 3.57398, "grad_norm": 3.24095, "time": 0.92692}
{"mode": "train", "epoch": 12, "iter": 3000, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12645, "loss_bbox": 3.45384, "loss": 3.58029, "grad_norm": 2.68538, "time": 0.90828}
{"mode": "train", "epoch": 12, "iter": 3050, "lr": 3e-05, "memory": 3468, "data_time": 0.00679, "loss_cls": 0.10814, "loss_bbox": 3.43795, "loss": 3.54608, "grad_norm": 2.49153, "time": 0.9347}
{"mode": "train", "epoch": 12, "iter": 3100, "lr": 3e-05, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.10706, "loss_bbox": 3.43797, "loss": 3.54502, "grad_norm": 2.53549, "time": 0.92265}
{"mode": "train", "epoch": 12, "iter": 3150, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.11955, "loss_bbox": 3.43996, "loss": 3.55951, "grad_norm": 2.69364, "time": 0.93025}
{"mode": "train", "epoch": 12, "iter": 3200, "lr": 3e-05, "memory": 3468, "data_time": 0.00678, "loss_cls": 0.11787, "loss_bbox": 3.44913, "loss": 3.567, "grad_norm": 2.85719, "time": 0.91103}
{"mode": "train", "epoch": 12, "iter": 3250, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.12793, "loss_bbox": 3.44805, "loss": 3.57598, "grad_norm": 2.95812, "time": 0.88898}
{"mode": "train", "epoch": 12, "iter": 3300, "lr": 3e-05, "memory": 3468, "data_time": 0.00672, "loss_cls": 0.11427, "loss_bbox": 3.4414, "loss": 3.55567, "grad_norm": 2.77864, "time": 0.91879}
{"mode": "train", "epoch": 12, "iter": 3350, "lr": 3e-05, "memory": 3468, "data_time": 0.00675, "loss_cls": 0.12372, "loss_bbox": 3.45105, "loss": 3.57477, "grad_norm": 2.88416, "time": 0.93404}
{"mode": "train", "epoch": 12, "iter": 3400, "lr": 3e-05, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.13159, "loss_bbox": 3.44922, "loss": 3.58082, "grad_norm": 3.07714, "time": 0.92188}
{"mode": "train", "epoch": 12, "iter": 3450, "lr": 3e-05, "memory": 3468, "data_time": 0.00679, "loss_cls": 0.12105, "loss_bbox": 3.43932, "loss": 3.56037, "grad_norm": 3.05671, "time": 0.91138}
{"mode": "train", "epoch": 12, "iter": 3500, "lr": 3e-05, "memory": 3468, "data_time": 0.0068, "loss_cls": 0.13096, "loss_bbox": 3.44713, "loss": 3.57809, "grad_norm": 2.95907, "time": 0.95408}
{"mode": "train", "epoch": 12, "iter": 3550, "lr": 3e-05, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.15947, "loss_bbox": 3.46081, "loss": 3.62027, "grad_norm": 3.95847, "time": 0.93539}
{"mode": "train", "epoch": 12, "iter": 3600, "lr": 3e-05, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.14063, "loss_bbox": 3.45777, "loss": 3.5984, "grad_norm": 3.04772, "time": 0.96037}
{"mode": "train", "epoch": 12, "iter": 3650, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.1391, "loss_bbox": 3.45576, "loss": 3.59485, "grad_norm": 3.30271, "time": 0.87369}
{"mode": "train", "epoch": 12, "iter": 3700, "lr": 3e-05, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.10789, "loss_bbox": 3.44235, "loss": 3.55024, "grad_norm": 2.78299, "time": 0.9115}
{"mode": "train", "epoch": 12, "iter": 3750, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.12133, "loss_bbox": 3.43595, "loss": 3.55728, "grad_norm": 2.93427, "time": 0.9297}
{"mode": "train", "epoch": 12, "iter": 3800, "lr": 3e-05, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.12387, "loss_bbox": 3.45711, "loss": 3.58098, "grad_norm": 2.67164, "time": 0.95008}
{"mode": "train", "epoch": 12, "iter": 3850, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12077, "loss_bbox": 3.44495, "loss": 3.56572, "grad_norm": 2.72513, "time": 0.9379}
{"mode": "train", "epoch": 12, "iter": 3900, "lr": 3e-05, "memory": 3468, "data_time": 0.00675, "loss_cls": 0.1347, "loss_bbox": 3.46147, "loss": 3.59617, "grad_norm": 3.12828, "time": 0.95959}
{"mode": "train", "epoch": 12, "iter": 3950, "lr": 3e-05, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.13645, "loss_bbox": 3.45741, "loss": 3.59386, "grad_norm": 2.87453, "time": 0.94407}
{"mode": "train", "epoch": 12, "iter": 4000, "lr": 3e-05, "memory": 3468, "data_time": 0.00676, "loss_cls": 0.1443, "loss_bbox": 3.44297, "loss": 3.58726, "grad_norm": 3.11114, "time": 0.92159}
{"mode": "train", "epoch": 12, "iter": 4050, "lr": 3e-05, "memory": 3468, "data_time": 0.00669, "loss_cls": 0.11827, "loss_bbox": 3.44079, "loss": 3.55906, "grad_norm": 2.69613, "time": 0.95189}
{"mode": "train", "epoch": 12, "iter": 4100, "lr": 3e-05, "memory": 3468, "data_time": 0.0068, "loss_cls": 0.12909, "loss_bbox": 3.43924, "loss": 3.56833, "grad_norm": 2.71641, "time": 0.94921}
{"mode": "train", "epoch": 12, "iter": 4150, "lr": 3e-05, "memory": 3468, "data_time": 0.00667, "loss_cls": 0.11649, "loss_bbox": 3.43945, "loss": 3.55594, "grad_norm": 2.85105, "time": 0.93806}
{"mode": "train", "epoch": 12, "iter": 4200, "lr": 3e-05, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.13238, "loss_bbox": 3.45116, "loss": 3.58354, "grad_norm": 2.83564, "time": 0.9487}
{"mode": "train", "epoch": 12, "iter": 4250, "lr": 3e-05, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.12296, "loss_bbox": 3.43868, "loss": 3.56165, "grad_norm": 2.61074, "time": 0.94287}
{"mode": "train", "epoch": 12, "iter": 4300, "lr": 3e-05, "memory": 3468, "data_time": 0.00673, "loss_cls": 0.13722, "loss_bbox": 3.44871, "loss": 3.58593, "grad_norm": 2.82831, "time": 0.97995}
{"mode": "train", "epoch": 12, "iter": 4350, "lr": 3e-05, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.12535, "loss_bbox": 3.44587, "loss": 3.57122, "grad_norm": 3.11103, "time": 0.93488}
{"mode": "train", "epoch": 12, "iter": 4400, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.13962, "loss_bbox": 3.4645, "loss": 3.60412, "grad_norm": 3.10229, "time": 0.94319}
{"mode": "train", "epoch": 12, "iter": 4450, "lr": 3e-05, "memory": 3468, "data_time": 0.00675, "loss_cls": 0.11976, "loss_bbox": 3.4406, "loss": 3.56037, "grad_norm": 2.43942, "time": 0.94127}
{"mode": "train", "epoch": 12, "iter": 4500, "lr": 3e-05, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.11846, "loss_bbox": 3.4502, "loss": 3.56866, "grad_norm": 2.86886, "time": 0.9443}
{"mode": "train", "epoch": 12, "iter": 4550, "lr": 3e-05, "memory": 3468, "data_time": 0.00661, "loss_cls": 0.13504, "loss_bbox": 3.47395, "loss": 3.60899, "grad_norm": 3.19587, "time": 0.93124}
{"mode": "train", "epoch": 12, "iter": 4600, "lr": 3e-05, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.13302, "loss_bbox": 3.45555, "loss": 3.58858, "grad_norm": 3.2866, "time": 0.89698}
{"mode": "train", "epoch": 12, "iter": 4650, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.13815, "loss_bbox": 3.45269, "loss": 3.59084, "grad_norm": 3.07063, "time": 0.93124}
{"mode": "train", "epoch": 12, "iter": 4700, "lr": 3e-05, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.14556, "loss_bbox": 3.45445, "loss": 3.60001, "grad_norm": 3.17068, "time": 0.9618}
{"mode": "train", "epoch": 12, "iter": 4750, "lr": 3e-05, "memory": 3468, "data_time": 0.00671, "loss_cls": 0.12436, "loss_bbox": 3.44462, "loss": 3.56898, "grad_norm": 2.71434, "time": 0.94808}
{"mode": "train", "epoch": 12, "iter": 4800, "lr": 3e-05, "memory": 3468, "data_time": 0.00668, "loss_cls": 0.12481, "loss_bbox": 3.45997, "loss": 3.58478, "grad_norm": 2.65316, "time": 0.94103}
{"mode": "train", "epoch": 12, "iter": 4850, "lr": 3e-05, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.12099, "loss_bbox": 3.43575, "loss": 3.55673, "grad_norm": 2.68627, "time": 0.92419}
{"mode": "train", "epoch": 12, "iter": 4900, "lr": 3e-05, "memory": 3468, "data_time": 0.0067, "loss_cls": 0.12936, "loss_bbox": 3.45151, "loss": 3.58087, "grad_norm": 3.01603, "time": 0.94451}
{"mode": "train", "epoch": 12, "iter": 4950, "lr": 3e-05, "memory": 3468, "data_time": 0.00674, "loss_cls": 0.12538, "loss_bbox": 3.44868, "loss": 3.57406, "grad_norm": 2.89666, "time": 0.91313}
{"mode": "train", "epoch": 12, "iter": 5000, "lr": 3e-05, "memory": 3468, "data_time": 0.00646, "loss_cls": 0.11731, "loss_bbox": 3.46456, "loss": 3.58187, "grad_norm": 2.83558, "time": 0.92669}
{"mode": "train", "epoch": 12, "iter": 5050, "lr": 3e-05, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.11568, "loss_bbox": 3.44272, "loss": 3.5584, "grad_norm": 2.71229, "time": 0.95767}
{"mode": "train", "epoch": 12, "iter": 5100, "lr": 3e-05, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.12938, "loss_bbox": 3.45807, "loss": 3.58745, "grad_norm": 3.02166, "time": 0.93636}
{"mode": "train", "epoch": 12, "iter": 5150, "lr": 3e-05, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.1152, "loss_bbox": 3.44326, "loss": 3.55846, "grad_norm": 3.12992, "time": 0.94303}
{"mode": "train", "epoch": 12, "iter": 5200, "lr": 3e-05, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.14395, "loss_bbox": 3.46619, "loss": 3.61014, "grad_norm": 3.14138, "time": 0.91845}
{"mode": "train", "epoch": 12, "iter": 5250, "lr": 3e-05, "memory": 3468, "data_time": 0.00654, "loss_cls": 0.13312, "loss_bbox": 3.45197, "loss": 3.58509, "grad_norm": 2.83506, "time": 0.92276}
{"mode": "train", "epoch": 12, "iter": 5300, "lr": 3e-05, "memory": 3468, "data_time": 0.00663, "loss_cls": 0.13379, "loss_bbox": 3.46489, "loss": 3.59868, "grad_norm": 3.23846, "time": 0.94318}
{"mode": "train", "epoch": 12, "iter": 5350, "lr": 3e-05, "memory": 3468, "data_time": 0.00662, "loss_cls": 0.13994, "loss_bbox": 3.46877, "loss": 3.60871, "grad_norm": 2.99848, "time": 0.94223}
{"mode": "train", "epoch": 12, "iter": 5400, "lr": 3e-05, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.14603, "loss_bbox": 3.45127, "loss": 3.59731, "grad_norm": 3.354, "time": 0.94517}
{"mode": "train", "epoch": 12, "iter": 5450, "lr": 3e-05, "memory": 3468, "data_time": 0.0066, "loss_cls": 0.12593, "loss_bbox": 3.44445, "loss": 3.57038, "grad_norm": 3.12337, "time": 0.91285}
{"mode": "train", "epoch": 12, "iter": 5500, "lr": 3e-05, "memory": 3468, "data_time": 0.00648, "loss_cls": 0.14116, "loss_bbox": 3.46369, "loss": 3.60485, "grad_norm": 3.33473, "time": 0.9156}
{"mode": "train", "epoch": 12, "iter": 5550, "lr": 3e-05, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.12094, "loss_bbox": 3.45302, "loss": 3.57396, "grad_norm": 2.72225, "time": 0.93535}
{"mode": "train", "epoch": 12, "iter": 5600, "lr": 3e-05, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.12729, "loss_bbox": 3.47918, "loss": 3.60647, "grad_norm": 2.93711, "time": 0.92908}
{"mode": "train", "epoch": 12, "iter": 5650, "lr": 3e-05, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.13992, "loss_bbox": 3.45772, "loss": 3.59764, "grad_norm": 2.89324, "time": 0.94754}
{"mode": "train", "epoch": 12, "iter": 5700, "lr": 3e-05, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.13123, "loss_bbox": 3.46297, "loss": 3.5942, "grad_norm": 3.15955, "time": 0.94685}
{"mode": "train", "epoch": 12, "iter": 5750, "lr": 3e-05, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.11337, "loss_bbox": 3.43702, "loss": 3.55039, "grad_norm": 3.27764, "time": 0.9561}
{"mode": "train", "epoch": 12, "iter": 5800, "lr": 3e-05, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.13035, "loss_bbox": 3.45537, "loss": 3.58572, "grad_norm": 3.30588, "time": 0.92004}
{"mode": "train", "epoch": 12, "iter": 5850, "lr": 3e-05, "memory": 3468, "data_time": 0.00659, "loss_cls": 0.13253, "loss_bbox": 3.4448, "loss": 3.57733, "grad_norm": 2.76691, "time": 0.93902}
{"mode": "train", "epoch": 12, "iter": 5900, "lr": 3e-05, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.13204, "loss_bbox": 3.45752, "loss": 3.58956, "grad_norm": 3.02186, "time": 0.90532}
{"mode": "train", "epoch": 12, "iter": 5950, "lr": 3e-05, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.11478, "loss_bbox": 3.44304, "loss": 3.55782, "grad_norm": 2.56154, "time": 0.92144}
{"mode": "train", "epoch": 12, "iter": 6000, "lr": 3e-05, "memory": 3468, "data_time": 0.00656, "loss_cls": 0.14269, "loss_bbox": 3.45948, "loss": 3.60217, "grad_norm": 2.90447, "time": 0.93185}
{"mode": "train", "epoch": 12, "iter": 6050, "lr": 3e-05, "memory": 3468, "data_time": 0.00657, "loss_cls": 0.12119, "loss_bbox": 3.43737, "loss": 3.55855, "grad_norm": 2.80424, "time": 0.92282}
{"mode": "train", "epoch": 12, "iter": 6100, "lr": 3e-05, "memory": 3468, "data_time": 0.00652, "loss_cls": 0.11539, "loss_bbox": 3.4498, "loss": 3.5652, "grad_norm": 2.633, "time": 0.96453}
{"mode": "train", "epoch": 12, "iter": 6150, "lr": 3e-05, "memory": 3468, "data_time": 0.00658, "loss_cls": 0.12663, "loss_bbox": 3.44392, "loss": 3.57055, "grad_norm": 2.4105, "time": 0.94616}
{"mode": "train", "epoch": 12, "iter": 6200, "lr": 3e-05, "memory": 3468, "data_time": 0.00666, "loss_cls": 0.12388, "loss_bbox": 3.47444, "loss": 3.59832, "grad_norm": 2.93836, "time": 0.91149}
{"mode": "train", "epoch": 12, "iter": 6250, "lr": 3e-05, "memory": 3468, "data_time": 0.0065, "loss_cls": 0.10993, "loss_bbox": 3.44501, "loss": 3.55494, "grad_norm": 2.61509, "time": 0.92058}
{"mode": "train", "epoch": 12, "iter": 6300, "lr": 3e-05, "memory": 3468, "data_time": 0.00653, "loss_cls": 0.11326, "loss_bbox": 3.44963, "loss": 3.56288, "grad_norm": 2.96516, "time": 0.93135}
{"mode": "train", "epoch": 12, "iter": 6350, "lr": 3e-05, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.11213, "loss_bbox": 3.43041, "loss": 3.54254, "grad_norm": 2.52821, "time": 0.96233}
{"mode": "train", "epoch": 12, "iter": 6400, "lr": 3e-05, "memory": 3468, "data_time": 0.00655, "loss_cls": 0.11592, "loss_bbox": 3.43667, "loss": 3.55259, "grad_norm": 2.93598, "time": 0.91874}
{"mode": "val", "epoch": 12, "iter": 12800, "lr": 3e-05, "mAP": 0.82204}