{"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: Tesla PG503-216\nCUDA_HOME: /usr/local/cuda\nNVCC: Build cuda_11.2.r11.2/compiler.29618528_0\nGCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-44)\nPyTorch: 1.8.0\nPyTorch compiling details: PyTorch built with:\n  - GCC 7.3\n  - C++ Version: 201402\n  - Intel(R) Math Kernel Library Version 2020.0.2 Product Build 20200624 for Intel(R) 64 architecture applications\n  - Intel(R) MKL-DNN v1.7.0 (Git Hash 7aed236906b1f7a05c0917e5257a1af05e9ff683)\n  - OpenMP 201511 (a.k.a. OpenMP 4.5)\n  - NNPACK is enabled\n  - CPU capability usage: AVX2\n  - CUDA Runtime 11.1\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_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37\n  - CuDNN 8.0.5\n  - Magma 2.5.2\n  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.8.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.9.0\nOpenCV: 4.5.5\nMMCV: 1.4.5\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.1\nMMRotate: 0.1.0+", "config": "dataset_type = 'DOTADataset'\ndata_root = '/mnt/lustre/zhouyue.vendor/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='le90'),\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        '/mnt/lustre/zhouyue.vendor/split_1024_dota1_0/trainval/annfiles/',\n        img_prefix=\n        '/mnt/lustre/zhouyue.vendor/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='le90'),\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='le90'),\n    val=dict(\n        type='DOTADataset',\n        ann_file=\n        '/mnt/lustre/zhouyue.vendor/split_1024_dota1_0/trainval/annfiles/',\n        img_prefix=\n        '/mnt/lustre/zhouyue.vendor/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='le90'),\n    test=dict(\n        type='DOTADataset',\n        ann_file='/mnt/lustre/zhouyue.vendor/split_1024_dota1_0/test/images/',\n        img_prefix='/mnt/lustre/zhouyue.vendor/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='le90'))\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 = 'le90'\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='RotatedRetinaHead',\n        num_classes=15,\n        in_channels=256,\n        stacked_convs=4,\n        feat_channels=256,\n        assign_by_circumhbbox=None,\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='le90',\n            norm_factor=None,\n            edge_swap=True,\n            proj_xy=True,\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='L1Loss', loss_weight=1.0)),\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))\nfp16 = dict(loss_scale='dynamic')\nwork_dir = 'work_dirs/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90'\nauto_resume = False\ngpu_ids = range(0, 1)\n", "seed": 1785989336, "exp_name": "rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90.py"}
{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.001, "memory": 2202, "data_time": 3.55542, "loss_cls": 1.17321, "loss_bbox": 1.0557, "loss": 2.22892, "grad_norm": 0.97338, "time": 3.76731}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.00116, "memory": 2202, "data_time": 0.04223, "loss_cls": 1.20114, "loss_bbox": 1.05057, "loss": 2.25171, "grad_norm": 1.30966, "time": 0.22886}
{"mode": "train", "epoch": 1, "iter": 150, "lr": 0.00133, "memory": 2202, "data_time": 0.02706, "loss_cls": 1.21328, "loss_bbox": 1.03281, "loss": 2.24609, "grad_norm": 1.65569, "time": 0.20136}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0015, "memory": 2202, "data_time": 0.02731, "loss_cls": 1.15896, "loss_bbox": 1.04325, "loss": 2.20222, "grad_norm": 2.31457, "time": 0.19816}
{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.00166, "memory": 2202, "data_time": 0.01663, "loss_cls": 1.14293, "loss_bbox": 1.08461, "loss": 2.22754, "grad_norm": Infinity, "time": 0.18959}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.00183, "memory": 2202, "data_time": 0.01744, "loss_cls": 1.18432, "loss_bbox": 1.13258, "loss": 2.31691, "grad_norm": Infinity, "time": 0.19908}
{"mode": "train", "epoch": 1, "iter": 350, "lr": 0.002, "memory": 2202, "data_time": 0.01566, "loss_cls": 1.18361, "loss_bbox": 1.05805, "loss": 2.24166, "grad_norm": 5.7157, "time": 0.1648}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.00216, "memory": 2202, "data_time": 0.01516, "loss_cls": 1.20217, "loss_bbox": 1.00737, "loss": 2.20954, "grad_norm": 2.75163, "time": 0.1547}
{"mode": "train", "epoch": 1, "iter": 450, "lr": 0.00233, "memory": 2202, "data_time": 0.01515, "loss_cls": 1.17724, "loss_bbox": 0.98548, "loss": 2.16272, "grad_norm": 2.04059, "time": 0.17477}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0025, "memory": 2202, "data_time": 0.01208, "loss_cls": 1.15925, "loss_bbox": 1.05551, "loss": 2.21477, "grad_norm": 3.61797, "time": 0.15298}
{"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0025, "memory": 2202, "data_time": 0.0157, "loss_cls": 1.20664, "loss_bbox": 1.03291, "loss": 2.23955, "grad_norm": 2.18895, "time": 0.16049}
{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0025, "memory": 2202, "data_time": 0.01533, "loss_cls": 1.20531, "loss_bbox": 0.99568, "loss": 2.20098, "grad_norm": 4.02186, "time": 0.16785}
{"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0025, "memory": 2287, "data_time": 0.01737, "loss_cls": 1.18981, "loss_bbox": 1.16089, "loss": 2.3507, "grad_norm": 1.96379, "time": 0.16153}
{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0025, "memory": 2287, "data_time": 0.01776, "loss_cls": 1.21965, "loss_bbox": 1.1003, "loss": 2.31995, "grad_norm": 2.08139, "time": 0.15349}
{"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0025, "memory": 2287, "data_time": 0.01185, "loss_cls": 1.17165, "loss_bbox": 1.03231, "loss": 2.20396, "grad_norm": 0.89748, "time": 0.16044}
{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0025, "memory": 2287, "data_time": 0.01189, "loss_cls": 1.13779, "loss_bbox": 1.04071, "loss": 2.1785, "grad_norm": 2.31487, "time": 0.14771}
{"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0025, "memory": 2287, "data_time": 0.01411, "loss_cls": 1.10262, "loss_bbox": 1.03378, "loss": 2.13641, "grad_norm": 3.15207, "time": 0.16784}
{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0025, "memory": 2287, "data_time": 0.01338, "loss_cls": 1.20085, "loss_bbox": 1.09879, "loss": 2.29964, "grad_norm": 3.31144, "time": 0.14866}
{"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0025, "memory": 2287, "data_time": 0.03552, "loss_cls": 1.17856, "loss_bbox": 1.02748, "loss": 2.20604, "grad_norm": 1.96977, "time": 0.17432}
{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0025, "memory": 2287, "data_time": 0.01329, "loss_cls": 1.16224, "loss_bbox": 1.07033, "loss": 2.23257, "grad_norm": 1.32888, "time": 0.16214}
{"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0025, "memory": 2287, "data_time": 0.01296, "loss_cls": 1.14147, "loss_bbox": 0.96609, "loss": 2.10757, "grad_norm": Infinity, "time": 0.16861}
{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0025, "memory": 2287, "data_time": 0.00998, "loss_cls": 1.15544, "loss_bbox": 1.07075, "loss": 2.2262, "grad_norm": 2.079, "time": 0.16989}
{"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0025, "memory": 2287, "data_time": 0.01119, "loss_cls": 1.19298, "loss_bbox": 1.0095, "loss": 2.20249, "grad_norm": 1.48514, "time": 0.14922}
{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0025, "memory": 2287, "data_time": 0.0249, "loss_cls": 1.1712, "loss_bbox": 1.08165, "loss": 2.25285, "grad_norm": 4.16819, "time": 0.16333}
{"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0025, "memory": 2287, "data_time": 0.01079, "loss_cls": 1.14582, "loss_bbox": 1.04141, "loss": 2.18723, "grad_norm": 2.05031, "time": 0.15111}
{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0025, "memory": 2287, "data_time": 0.01262, "loss_cls": 1.13222, "loss_bbox": 1.05922, "loss": 2.19143, "grad_norm": 3.56948, "time": 0.15848}
{"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0025, "memory": 2287, "data_time": 0.02397, "loss_cls": 1.25712, "loss_bbox": 1.12821, "loss": 2.38534, "grad_norm": 1.66055, "time": 0.1654}
{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0025, "memory": 2302, "data_time": 0.00875, "loss_cls": 1.2195, "loss_bbox": 1.09912, "loss": 2.31862, "grad_norm": 1.32374, "time": 0.14792}
{"mode": "train", "epoch": 1, "iter": 1450, "lr": 0.0025, "memory": 2302, "data_time": 0.02355, "loss_cls": 1.13181, "loss_bbox": 1.0608, "loss": 2.19261, "grad_norm": 1.29064, "time": 0.16827}
{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.0025, "memory": 2302, "data_time": 0.02897, "loss_cls": 1.14778, "loss_bbox": 1.07143, "loss": 2.21921, "grad_norm": 1.60928, "time": 0.18161}
{"mode": "train", "epoch": 1, "iter": 1550, "lr": 0.0025, "memory": 2302, "data_time": 0.01024, "loss_cls": 1.15427, "loss_bbox": 1.09224, "loss": 2.2465, "grad_norm": 1.14513, "time": 0.14947}
{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.0025, "memory": 2302, "data_time": 0.00974, "loss_cls": 1.17298, "loss_bbox": 1.02496, "loss": 2.19794, "grad_norm": 1.32423, "time": 0.15395}
{"mode": "train", "epoch": 1, "iter": 1650, "lr": 0.0025, "memory": 2302, "data_time": 0.01077, "loss_cls": 1.16096, "loss_bbox": 1.07738, "loss": 2.23834, "grad_norm": 1.49867, "time": 0.15034}
{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.0025, "memory": 2302, "data_time": 0.0104, "loss_cls": 1.15813, "loss_bbox": 1.03041, "loss": 2.18854, "grad_norm": 1.77388, "time": 0.17126}
{"mode": "train", "epoch": 1, "iter": 1750, "lr": 0.0025, "memory": 2302, "data_time": 0.02104, "loss_cls": 1.14148, "loss_bbox": 1.09828, "loss": 2.23976, "grad_norm": 0.92467, "time": 0.16163}
{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.0025, "memory": 2302, "data_time": 0.02912, "loss_cls": 1.19673, "loss_bbox": 1.0431, "loss": 2.23984, "grad_norm": 1.13376, "time": 0.18905}
{"mode": "train", "epoch": 1, "iter": 1850, "lr": 0.0025, "memory": 2302, "data_time": 0.02365, "loss_cls": 1.09076, "loss_bbox": 1.06535, "loss": 2.15612, "grad_norm": 1.8541, "time": 0.16996}
{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.0025, "memory": 2302, "data_time": 0.01274, "loss_cls": 1.14217, "loss_bbox": 1.1136, "loss": 2.25577, "grad_norm": 3.0916, "time": 0.16981}
{"mode": "train", "epoch": 1, "iter": 1950, "lr": 0.0025, "memory": 2302, "data_time": 0.01539, "loss_cls": 1.11032, "loss_bbox": 1.0213, "loss": 2.13162, "grad_norm": 3.19526, "time": 0.15738}
{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.0025, "memory": 2302, "data_time": 0.01373, "loss_cls": 1.13802, "loss_bbox": 1.10813, "loss": 2.24615, "grad_norm": 1.51093, "time": 0.16917}
{"mode": "train", "epoch": 1, "iter": 2050, "lr": 0.0025, "memory": 2302, "data_time": 0.00987, "loss_cls": 1.12759, "loss_bbox": 1.01328, "loss": 2.14087, "grad_norm": 1.40574, "time": 0.15621}
{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.0025, "memory": 2302, "data_time": 0.02919, "loss_cls": 1.09672, "loss_bbox": 1.00161, "loss": 2.09833, "grad_norm": 1.7901, "time": 0.18269}
{"mode": "train", "epoch": 1, "iter": 2150, "lr": 0.0025, "memory": 2302, "data_time": 0.01375, "loss_cls": 1.18204, "loss_bbox": 1.13666, "loss": 2.3187, "grad_norm": 1.39949, "time": 0.16018}
{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.0025, "memory": 2302, "data_time": 0.01068, "loss_cls": 1.12823, "loss_bbox": 0.99308, "loss": 2.12132, "grad_norm": 1.11717, "time": 0.16268}
{"mode": "train", "epoch": 1, "iter": 2250, "lr": 0.0025, "memory": 2302, "data_time": 0.00942, "loss_cls": 1.12813, "loss_bbox": 1.01592, "loss": 2.14404, "grad_norm": 1.48767, "time": 0.15666}
{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.0025, "memory": 2410, "data_time": 0.01718, "loss_cls": 1.11535, "loss_bbox": 1.02286, "loss": 2.1382, "grad_norm": 1.87208, "time": 0.16674}
{"mode": "train", "epoch": 1, "iter": 2350, "lr": 0.0025, "memory": 2410, "data_time": 0.01215, "loss_cls": 1.11063, "loss_bbox": 0.97148, "loss": 2.08211, "grad_norm": 1.38359, "time": 0.15935}
{"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.0025, "memory": 2410, "data_time": 0.02258, "loss_cls": 1.09024, "loss_bbox": 1.06651, "loss": 2.15674, "grad_norm": 1.77574, "time": 0.17183}
{"mode": "train", "epoch": 1, "iter": 2450, "lr": 0.0025, "memory": 2410, "data_time": 0.01683, "loss_cls": 1.10018, "loss_bbox": 1.06109, "loss": 2.16127, "grad_norm": 1.62176, "time": 0.16052}
{"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.0025, "memory": 2410, "data_time": 0.02284, "loss_cls": 1.09769, "loss_bbox": 1.00836, "loss": 2.10605, "grad_norm": 1.95238, "time": 0.17324}
{"mode": "train", "epoch": 1, "iter": 2550, "lr": 0.0025, "memory": 2410, "data_time": 0.01034, "loss_cls": 1.07248, "loss_bbox": 1.07672, "loss": 2.1492, "grad_norm": 2.58582, "time": 0.15721}
{"mode": "train", "epoch": 1, "iter": 2600, "lr": 0.0025, "memory": 2410, "data_time": 0.01309, "loss_cls": 1.14231, "loss_bbox": 1.04125, "loss": 2.18356, "grad_norm": 1.89882, "time": 0.16128}
{"mode": "train", "epoch": 1, "iter": 2650, "lr": 0.0025, "memory": 2410, "data_time": 0.00934, "loss_cls": 1.08286, "loss_bbox": 1.03338, "loss": 2.11624, "grad_norm": 2.78948, "time": 0.15907}
{"mode": "train", "epoch": 1, "iter": 2700, "lr": 0.0025, "memory": 2410, "data_time": 0.01065, "loss_cls": 1.11114, "loss_bbox": 1.05607, "loss": 2.16721, "grad_norm": 1.33009, "time": 0.15086}
{"mode": "train", "epoch": 1, "iter": 2750, "lr": 0.0025, "memory": 2410, "data_time": 0.01762, "loss_cls": 1.10868, "loss_bbox": 1.05925, "loss": 2.16793, "grad_norm": 1.79583, "time": 0.15729}
{"mode": "train", "epoch": 1, "iter": 2800, "lr": 0.0025, "memory": 2410, "data_time": 0.02162, "loss_cls": 1.10165, "loss_bbox": 1.00756, "loss": 2.1092, "grad_norm": 1.39087, "time": 0.18116}
{"mode": "train", "epoch": 1, "iter": 2850, "lr": 0.0025, "memory": 2410, "data_time": 0.02132, "loss_cls": 1.10729, "loss_bbox": 1.07373, "loss": 2.18102, "grad_norm": 1.68858, "time": 0.16841}
{"mode": "train", "epoch": 1, "iter": 2900, "lr": 0.0025, "memory": 2410, "data_time": 0.02061, "loss_cls": 1.20115, "loss_bbox": 1.05182, "loss": 2.25298, "grad_norm": 1.19403, "time": 0.16096}
{"mode": "train", "epoch": 1, "iter": 2950, "lr": 0.0025, "memory": 2410, "data_time": 0.03196, "loss_cls": 1.10164, "loss_bbox": 1.0008, "loss": 2.10244, "grad_norm": 1.45904, "time": 0.17813}
{"mode": "train", "epoch": 1, "iter": 3000, "lr": 0.0025, "memory": 2410, "data_time": 0.03276, "loss_cls": 1.08716, "loss_bbox": 1.03027, "loss": 2.11742, "grad_norm": 2.60526, "time": 0.1796}
{"mode": "train", "epoch": 1, "iter": 3050, "lr": 0.0025, "memory": 2410, "data_time": 0.02322, "loss_cls": 1.06875, "loss_bbox": 1.01735, "loss": 2.0861, "grad_norm": 2.78452, "time": 0.16199}
{"mode": "train", "epoch": 1, "iter": 3100, "lr": 0.0025, "memory": 2410, "data_time": 0.01589, "loss_cls": 1.12116, "loss_bbox": 0.97584, "loss": 2.097, "grad_norm": 1.22477, "time": 0.15803}
{"mode": "train", "epoch": 1, "iter": 3150, "lr": 0.0025, "memory": 2410, "data_time": 0.00997, "loss_cls": 1.11637, "loss_bbox": 1.08326, "loss": 2.19963, "grad_norm": 1.84239, "time": 0.16327}
{"mode": "train", "epoch": 1, "iter": 3200, "lr": 0.0025, "memory": 2410, "data_time": 0.01433, "loss_cls": 1.18696, "loss_bbox": 1.09214, "loss": 2.27911, "grad_norm": 3.11121, "time": 0.15665}
{"mode": "train", "epoch": 1, "iter": 3250, "lr": 0.0025, "memory": 2410, "data_time": 0.02258, "loss_cls": 1.15172, "loss_bbox": 1.05186, "loss": 2.20358, "grad_norm": 1.48612, "time": 0.16681}
{"mode": "train", "epoch": 1, "iter": 3300, "lr": 0.0025, "memory": 2410, "data_time": 0.03265, "loss_cls": 1.11512, "loss_bbox": 1.00495, "loss": 2.12007, "grad_norm": 1.56925, "time": 0.17786}
{"mode": "train", "epoch": 1, "iter": 3350, "lr": 0.0025, "memory": 2410, "data_time": 0.02521, "loss_cls": 1.19591, "loss_bbox": 1.0964, "loss": 2.29231, "grad_norm": 1.73419, "time": 0.17178}
{"mode": "train", "epoch": 1, "iter": 3400, "lr": 0.0025, "memory": 2410, "data_time": 0.01443, "loss_cls": 1.14276, "loss_bbox": 1.08798, "loss": 2.23074, "grad_norm": 2.28032, "time": 0.15299}
{"mode": "train", "epoch": 1, "iter": 3450, "lr": 0.0025, "memory": 2410, "data_time": 0.00811, "loss_cls": 1.0712, "loss_bbox": 1.04364, "loss": 2.11483, "grad_norm": 1.99801, "time": 0.15076}
{"mode": "train", "epoch": 1, "iter": 3500, "lr": 0.0025, "memory": 2410, "data_time": 0.0122, "loss_cls": 1.11294, "loss_bbox": 1.08006, "loss": 2.193, "grad_norm": 2.36157, "time": 0.16065}
{"mode": "train", "epoch": 1, "iter": 3550, "lr": 0.0025, "memory": 2410, "data_time": 0.01212, "loss_cls": 1.13797, "loss_bbox": 1.05447, "loss": 2.19244, "grad_norm": Infinity, "time": 0.156}
{"mode": "train", "epoch": 1, "iter": 3600, "lr": 0.0025, "memory": 2410, "data_time": 0.02867, "loss_cls": 1.12267, "loss_bbox": 1.07425, "loss": 2.19692, "grad_norm": 1.32596, "time": 0.16736}
{"mode": "train", "epoch": 1, "iter": 3650, "lr": 0.0025, "memory": 2410, "data_time": 0.02715, "loss_cls": 1.10625, "loss_bbox": 1.06078, "loss": 2.16703, "grad_norm": 1.17022, "time": 0.16357}
{"mode": "train", "epoch": 1, "iter": 3700, "lr": 0.0025, "memory": 2410, "data_time": 0.02151, "loss_cls": 1.09296, "loss_bbox": 1.06035, "loss": 2.15331, "grad_norm": 1.57592, "time": 0.15724}
{"mode": "train", "epoch": 1, "iter": 3750, "lr": 0.0025, "memory": 2410, "data_time": 0.0083, "loss_cls": 1.13431, "loss_bbox": 1.01854, "loss": 2.15285, "grad_norm": 2.42295, "time": 0.15583}
{"mode": "train", "epoch": 1, "iter": 3800, "lr": 0.0025, "memory": 2410, "data_time": 0.01794, "loss_cls": 1.06247, "loss_bbox": 1.03184, "loss": 2.0943, "grad_norm": 2.38347, "time": 0.15514}
{"mode": "train", "epoch": 1, "iter": 3850, "lr": 0.0025, "memory": 2410, "data_time": 0.01571, "loss_cls": 1.06433, "loss_bbox": 1.02745, "loss": 2.09178, "grad_norm": 1.70095, "time": 0.15456}
{"mode": "train", "epoch": 1, "iter": 3900, "lr": 0.0025, "memory": 2410, "data_time": 0.0123, "loss_cls": 1.00805, "loss_bbox": 1.1648, "loss": 2.17285, "grad_norm": 2.2404, "time": 0.16947}
{"mode": "train", "epoch": 1, "iter": 3950, "lr": 0.0025, "memory": 2410, "data_time": 0.01396, "loss_cls": 1.04233, "loss_bbox": 1.02463, "loss": 2.06696, "grad_norm": 3.65525, "time": 0.15217}
{"mode": "train", "epoch": 1, "iter": 4000, "lr": 0.0025, "memory": 2410, "data_time": 0.02902, "loss_cls": 1.02371, "loss_bbox": 1.08676, "loss": 2.11047, "grad_norm": 3.25083, "time": 0.17805}
{"mode": "train", "epoch": 1, "iter": 4050, "lr": 0.0025, "memory": 2410, "data_time": 0.0196, "loss_cls": 1.02468, "loss_bbox": 1.01403, "loss": 2.03871, "grad_norm": 7.95371, "time": 0.16176}
{"mode": "train", "epoch": 1, "iter": 4100, "lr": 0.0025, "memory": 2410, "data_time": 0.0169, "loss_cls": 1.10807, "loss_bbox": 1.00973, "loss": 2.1178, "grad_norm": 3.71113, "time": 0.16971}
{"mode": "train", "epoch": 1, "iter": 4150, "lr": 0.0025, "memory": 2410, "data_time": 0.01236, "loss_cls": 1.06081, "loss_bbox": 1.05032, "loss": 2.11113, "grad_norm": 1.9806, "time": 0.14778}
{"mode": "train", "epoch": 1, "iter": 4200, "lr": 0.0025, "memory": 2410, "data_time": 0.00779, "loss_cls": 1.0481, "loss_bbox": 0.98235, "loss": 2.03045, "grad_norm": 1.77938, "time": 0.14791}
{"mode": "train", "epoch": 1, "iter": 4250, "lr": 0.0025, "memory": 2410, "data_time": 0.00995, "loss_cls": 1.00873, "loss_bbox": 1.0005, "loss": 2.00923, "grad_norm": 2.21625, "time": 0.15378}
{"mode": "train", "epoch": 1, "iter": 4300, "lr": 0.0025, "memory": 2410, "data_time": 0.00962, "loss_cls": 0.96581, "loss_bbox": 1.00191, "loss": 1.96772, "grad_norm": 3.16863, "time": 0.14762}
{"mode": "train", "epoch": 1, "iter": 4350, "lr": 0.0025, "memory": 2410, "data_time": 0.02169, "loss_cls": 1.03197, "loss_bbox": 1.04285, "loss": 2.07482, "grad_norm": 3.50469, "time": 0.16094}
{"mode": "train", "epoch": 1, "iter": 4400, "lr": 0.0025, "memory": 2410, "data_time": 0.01791, "loss_cls": 0.99461, "loss_bbox": 0.99645, "loss": 1.99106, "grad_norm": 2.97056, "time": 0.1661}
{"mode": "train", "epoch": 1, "iter": 4450, "lr": 0.0025, "memory": 2410, "data_time": 0.00948, "loss_cls": 0.97558, "loss_bbox": 1.05318, "loss": 2.02876, "grad_norm": 3.08646, "time": 0.14958}
{"mode": "train", "epoch": 1, "iter": 4500, "lr": 0.0025, "memory": 2410, "data_time": 0.02735, "loss_cls": 1.04152, "loss_bbox": 0.92599, "loss": 1.96751, "grad_norm": 4.00868, "time": 0.17908}
{"mode": "train", "epoch": 1, "iter": 4550, "lr": 0.0025, "memory": 2410, "data_time": 0.01405, "loss_cls": 1.01173, "loss_bbox": 1.02009, "loss": 2.03182, "grad_norm": 3.67436, "time": 0.15751}
{"mode": "train", "epoch": 1, "iter": 4600, "lr": 0.0025, "memory": 2410, "data_time": 0.00808, "loss_cls": 0.93109, "loss_bbox": 1.06342, "loss": 1.99451, "grad_norm": 2.89358, "time": 0.14999}
{"mode": "train", "epoch": 1, "iter": 4650, "lr": 0.0025, "memory": 2410, "data_time": 0.01692, "loss_cls": 0.9202, "loss_bbox": 1.0455, "loss": 1.96571, "grad_norm": 4.94036, "time": 0.16565}
{"mode": "train", "epoch": 1, "iter": 4700, "lr": 0.0025, "memory": 2410, "data_time": 0.01183, "loss_cls": 0.93035, "loss_bbox": 0.98904, "loss": 1.91939, "grad_norm": 4.29256, "time": 0.15674}
{"mode": "train", "epoch": 1, "iter": 4750, "lr": 0.0025, "memory": 2410, "data_time": 0.01874, "loss_cls": 0.85174, "loss_bbox": 0.93879, "loss": 1.79053, "grad_norm": 4.1289, "time": 0.16673}
{"mode": "train", "epoch": 1, "iter": 4800, "lr": 0.0025, "memory": 2410, "data_time": 0.01382, "loss_cls": 0.95654, "loss_bbox": 0.9066, "loss": 1.86314, "grad_norm": 4.74939, "time": 0.15397}
{"mode": "train", "epoch": 1, "iter": 4850, "lr": 0.0025, "memory": 2410, "data_time": 0.0099, "loss_cls": 0.82812, "loss_bbox": 0.87775, "loss": 1.70588, "grad_norm": 3.7283, "time": 0.15661}
{"mode": "train", "epoch": 1, "iter": 4900, "lr": 0.0025, "memory": 2410, "data_time": 0.02259, "loss_cls": 0.99559, "loss_bbox": 1.00294, "loss": 1.99854, "grad_norm": 4.66355, "time": 0.16293}
{"mode": "train", "epoch": 1, "iter": 4950, "lr": 0.0025, "memory": 2410, "data_time": 0.01535, "loss_cls": 0.87183, "loss_bbox": 0.91939, "loss": 1.79122, "grad_norm": 3.72879, "time": 0.15522}
{"mode": "train", "epoch": 1, "iter": 5000, "lr": 0.0025, "memory": 2410, "data_time": 0.0136, "loss_cls": 0.82397, "loss_bbox": 0.93965, "loss": 1.76362, "grad_norm": 4.96937, "time": 0.17094}
{"mode": "train", "epoch": 1, "iter": 5050, "lr": 0.0025, "memory": 2410, "data_time": 0.0149, "loss_cls": 0.81195, "loss_bbox": 0.93928, "loss": 1.75123, "grad_norm": 4.3773, "time": 0.16452}
{"mode": "train", "epoch": 1, "iter": 5100, "lr": 0.0025, "memory": 2410, "data_time": 0.02868, "loss_cls": 0.77572, "loss_bbox": 0.89146, "loss": 1.66718, "grad_norm": 4.74005, "time": 0.16952}
{"mode": "train", "epoch": 1, "iter": 5150, "lr": 0.0025, "memory": 2410, "data_time": 0.01515, "loss_cls": 0.94161, "loss_bbox": 0.90651, "loss": 1.84812, "grad_norm": 6.07044, "time": 0.15804}
{"mode": "train", "epoch": 1, "iter": 5200, "lr": 0.0025, "memory": 2410, "data_time": 0.01824, "loss_cls": 0.93632, "loss_bbox": 0.98182, "loss": 1.91814, "grad_norm": 5.19961, "time": 0.15713}
{"mode": "train", "epoch": 1, "iter": 5250, "lr": 0.0025, "memory": 2410, "data_time": 0.01877, "loss_cls": 0.82897, "loss_bbox": 0.92514, "loss": 1.75411, "grad_norm": 3.81208, "time": 0.16534}
{"mode": "train", "epoch": 1, "iter": 5300, "lr": 0.0025, "memory": 2410, "data_time": 0.01559, "loss_cls": 0.85219, "loss_bbox": 0.92236, "loss": 1.77455, "grad_norm": 5.03992, "time": 0.15695}
{"mode": "train", "epoch": 1, "iter": 5350, "lr": 0.0025, "memory": 2410, "data_time": 0.01166, "loss_cls": 0.78795, "loss_bbox": 0.91676, "loss": 1.7047, "grad_norm": 4.2559, "time": 0.14852}
{"mode": "train", "epoch": 1, "iter": 5400, "lr": 0.0025, "memory": 2410, "data_time": 0.017, "loss_cls": 0.90603, "loss_bbox": 0.98335, "loss": 1.88939, "grad_norm": 5.76719, "time": 0.16554}
{"mode": "train", "epoch": 1, "iter": 5450, "lr": 0.0025, "memory": 2410, "data_time": 0.01771, "loss_cls": 0.82904, "loss_bbox": 0.99578, "loss": 1.82482, "grad_norm": 4.07575, "time": 0.15626}
{"mode": "train", "epoch": 1, "iter": 5500, "lr": 0.0025, "memory": 2410, "data_time": 0.03692, "loss_cls": 0.85788, "loss_bbox": 0.8997, "loss": 1.75757, "grad_norm": 5.54817, "time": 0.17683}
{"mode": "train", "epoch": 1, "iter": 5550, "lr": 0.0025, "memory": 2410, "data_time": 0.02247, "loss_cls": 0.84742, "loss_bbox": 0.90769, "loss": 1.7551, "grad_norm": 4.91302, "time": 0.16752}
{"mode": "train", "epoch": 1, "iter": 5600, "lr": 0.0025, "memory": 2410, "data_time": 0.01213, "loss_cls": 0.81948, "loss_bbox": 0.86149, "loss": 1.68098, "grad_norm": 4.29751, "time": 0.17045}
{"mode": "train", "epoch": 1, "iter": 5650, "lr": 0.0025, "memory": 2410, "data_time": 0.01596, "loss_cls": 0.74763, "loss_bbox": 0.85856, "loss": 1.60619, "grad_norm": 4.50421, "time": 0.15516}
{"mode": "train", "epoch": 1, "iter": 5700, "lr": 0.0025, "memory": 2410, "data_time": 0.02221, "loss_cls": 0.9177, "loss_bbox": 0.82786, "loss": 1.74556, "grad_norm": 4.54436, "time": 0.16422}
{"mode": "train", "epoch": 1, "iter": 5750, "lr": 0.0025, "memory": 2410, "data_time": 0.01286, "loss_cls": 0.83775, "loss_bbox": 0.88429, "loss": 1.72204, "grad_norm": 4.19215, "time": 0.15964}
{"mode": "train", "epoch": 1, "iter": 5800, "lr": 0.0025, "memory": 2410, "data_time": 0.01891, "loss_cls": 0.79521, "loss_bbox": 0.81588, "loss": 1.61109, "grad_norm": Infinity, "time": 0.15238}
{"mode": "train", "epoch": 1, "iter": 5850, "lr": 0.0025, "memory": 2410, "data_time": 0.02051, "loss_cls": 0.76292, "loss_bbox": 0.86472, "loss": 1.62764, "grad_norm": 4.39112, "time": 0.14331}
{"mode": "train", "epoch": 1, "iter": 5900, "lr": 0.0025, "memory": 2410, "data_time": 0.0075, "loss_cls": 0.74736, "loss_bbox": 0.86303, "loss": 1.61039, "grad_norm": 4.56812, "time": 0.13826}
{"mode": "train", "epoch": 1, "iter": 5950, "lr": 0.0025, "memory": 2410, "data_time": 0.00683, "loss_cls": 0.72089, "loss_bbox": 0.83933, "loss": 1.56022, "grad_norm": 5.39394, "time": 0.13493}
{"mode": "train", "epoch": 1, "iter": 6000, "lr": 0.0025, "memory": 2410, "data_time": 0.00705, "loss_cls": 0.82319, "loss_bbox": 0.86653, "loss": 1.68972, "grad_norm": 5.81465, "time": 0.13488}
{"mode": "train", "epoch": 1, "iter": 6050, "lr": 0.0025, "memory": 2410, "data_time": 0.01102, "loss_cls": 0.74202, "loss_bbox": 0.91006, "loss": 1.65207, "grad_norm": 3.94396, "time": 0.14221}
{"mode": "train", "epoch": 1, "iter": 6100, "lr": 0.0025, "memory": 2410, "data_time": 0.0146, "loss_cls": 0.859, "loss_bbox": 0.9172, "loss": 1.7762, "grad_norm": 6.27356, "time": 0.13809}
{"mode": "train", "epoch": 1, "iter": 6150, "lr": 0.0025, "memory": 2410, "data_time": 0.00713, "loss_cls": 0.76504, "loss_bbox": 0.92808, "loss": 1.69312, "grad_norm": 5.48269, "time": 0.14474}
{"mode": "train", "epoch": 1, "iter": 6200, "lr": 0.0025, "memory": 2410, "data_time": 0.02431, "loss_cls": 0.67028, "loss_bbox": 0.81897, "loss": 1.48925, "grad_norm": 4.40699, "time": 0.15016}
{"mode": "train", "epoch": 1, "iter": 6250, "lr": 0.0025, "memory": 2410, "data_time": 0.02652, "loss_cls": 0.71056, "loss_bbox": 0.90492, "loss": 1.61548, "grad_norm": 4.88747, "time": 0.15019}
{"mode": "train", "epoch": 1, "iter": 6300, "lr": 0.0025, "memory": 2410, "data_time": 0.01494, "loss_cls": 0.75823, "loss_bbox": 0.88581, "loss": 1.64404, "grad_norm": 5.1592, "time": 0.14535}
{"mode": "train", "epoch": 1, "iter": 6350, "lr": 0.0025, "memory": 2410, "data_time": 0.00969, "loss_cls": 0.73618, "loss_bbox": 0.84488, "loss": 1.58106, "grad_norm": 5.18378, "time": 0.13012}
{"mode": "train", "epoch": 1, "iter": 6400, "lr": 0.0025, "memory": 2410, "data_time": 0.00658, "loss_cls": 0.76328, "loss_bbox": 0.85452, "loss": 1.61779, "grad_norm": 5.07955, "time": 0.12911}
{"mode": "train", "epoch": 2, "iter": 50, "lr": 0.0025, "memory": 2410, "data_time": 1.81568, "loss_cls": 0.72644, "loss_bbox": 0.75923, "loss": 1.48567, "grad_norm": 4.76327, "time": 1.94629}
{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.0025, "memory": 2410, "data_time": 0.00962, "loss_cls": 0.74607, "loss_bbox": 0.85707, "loss": 1.60314, "grad_norm": 5.26416, "time": 0.14419}
{"mode": "train", "epoch": 2, "iter": 150, "lr": 0.0025, "memory": 2410, "data_time": 0.04266, "loss_cls": 0.64757, "loss_bbox": 0.78247, "loss": 1.43004, "grad_norm": 4.55877, "time": 0.17088}
{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.0025, "memory": 2410, "data_time": 0.00662, "loss_cls": 0.80265, "loss_bbox": 0.88334, "loss": 1.686, "grad_norm": 5.80734, "time": 0.13352}
{"mode": "train", "epoch": 2, "iter": 250, "lr": 0.0025, "memory": 2410, "data_time": 0.02062, "loss_cls": 0.67432, "loss_bbox": 0.78372, "loss": 1.45804, "grad_norm": 4.05541, "time": 0.15206}
{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.0025, "memory": 2410, "data_time": 0.02652, "loss_cls": 0.68413, "loss_bbox": 0.79939, "loss": 1.48351, "grad_norm": 4.66984, "time": 0.15484}
{"mode": "train", "epoch": 2, "iter": 350, "lr": 0.0025, "memory": 2410, "data_time": 0.01691, "loss_cls": 0.72823, "loss_bbox": 0.89682, "loss": 1.62505, "grad_norm": 4.88638, "time": 0.14316}
{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.0025, "memory": 2410, "data_time": 0.00824, "loss_cls": 0.66519, "loss_bbox": 0.86121, "loss": 1.52639, "grad_norm": 5.27551, "time": 0.13544}
{"mode": "train", "epoch": 2, "iter": 450, "lr": 0.0025, "memory": 2410, "data_time": 0.01261, "loss_cls": 0.6088, "loss_bbox": 0.77561, "loss": 1.3844, "grad_norm": 5.12231, "time": 0.15088}
{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.0025, "memory": 2410, "data_time": 0.03131, "loss_cls": 0.68934, "loss_bbox": 0.84525, "loss": 1.53459, "grad_norm": 5.50372, "time": 0.15444}
{"mode": "train", "epoch": 2, "iter": 550, "lr": 0.0025, "memory": 2410, "data_time": 0.0215, "loss_cls": 0.71762, "loss_bbox": 0.72472, "loss": 1.44234, "grad_norm": 6.27781, "time": 0.14293}
{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.0025, "memory": 2410, "data_time": 0.00714, "loss_cls": 0.74632, "loss_bbox": 0.76369, "loss": 1.51001, "grad_norm": 5.11452, "time": 0.14174}
{"mode": "train", "epoch": 2, "iter": 650, "lr": 0.0025, "memory": 2410, "data_time": 0.00577, "loss_cls": 0.64893, "loss_bbox": 0.80164, "loss": 1.45057, "grad_norm": 4.71938, "time": 0.12845}
{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.0025, "memory": 2410, "data_time": 0.00772, "loss_cls": 0.60502, "loss_bbox": 0.83557, "loss": 1.44059, "grad_norm": 5.52144, "time": 0.12976}
{"mode": "train", "epoch": 2, "iter": 750, "lr": 0.0025, "memory": 2410, "data_time": 0.00637, "loss_cls": 0.79415, "loss_bbox": 0.84327, "loss": 1.63742, "grad_norm": 6.74264, "time": 0.14224}
{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.0025, "memory": 2410, "data_time": 0.00597, "loss_cls": 0.67137, "loss_bbox": 0.72462, "loss": 1.39599, "grad_norm": 4.81992, "time": 0.13713}
{"mode": "train", "epoch": 2, "iter": 850, "lr": 0.0025, "memory": 2410, "data_time": 0.01083, "loss_cls": 0.73059, "loss_bbox": 0.72431, "loss": 1.45491, "grad_norm": 5.32097, "time": 0.15024}
{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.0025, "memory": 2410, "data_time": 0.02215, "loss_cls": 0.73152, "loss_bbox": 0.84616, "loss": 1.57768, "grad_norm": 5.41298, "time": 0.15107}
{"mode": "train", "epoch": 2, "iter": 950, "lr": 0.0025, "memory": 2410, "data_time": 0.03664, "loss_cls": 0.58016, "loss_bbox": 0.82396, "loss": 1.40411, "grad_norm": 5.10218, "time": 0.16579}
{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.0025, "memory": 2410, "data_time": 0.01015, "loss_cls": 0.67493, "loss_bbox": 0.78824, "loss": 1.46317, "grad_norm": 5.44175, "time": 0.1339}
{"mode": "train", "epoch": 2, "iter": 1050, "lr": 0.0025, "memory": 2410, "data_time": 0.01729, "loss_cls": 0.60516, "loss_bbox": 0.73202, "loss": 1.33719, "grad_norm": 5.07982, "time": 0.14065}
{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.0025, "memory": 2410, "data_time": 0.00651, "loss_cls": 0.56887, "loss_bbox": 0.77835, "loss": 1.34722, "grad_norm": 5.79095, "time": 0.13352}
{"mode": "train", "epoch": 2, "iter": 1150, "lr": 0.0025, "memory": 2410, "data_time": 0.02682, "loss_cls": 0.80127, "loss_bbox": 0.78765, "loss": 1.58892, "grad_norm": 6.52911, "time": 0.15198}
{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.0025, "memory": 2410, "data_time": 0.03421, "loss_cls": 0.66892, "loss_bbox": 0.74596, "loss": 1.41488, "grad_norm": 4.99587, "time": 0.16524}
{"mode": "train", "epoch": 2, "iter": 1250, "lr": 0.0025, "memory": 2410, "data_time": 0.00599, "loss_cls": 0.65575, "loss_bbox": 0.7832, "loss": 1.43895, "grad_norm": 5.39284, "time": 0.12688}
{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.0025, "memory": 2410, "data_time": 0.00688, "loss_cls": 0.69796, "loss_bbox": 0.91054, "loss": 1.6085, "grad_norm": 5.96126, "time": 0.13848}
{"mode": "train", "epoch": 2, "iter": 1350, "lr": 0.0025, "memory": 2410, "data_time": 0.00616, "loss_cls": 0.70654, "loss_bbox": 0.83738, "loss": 1.54391, "grad_norm": 6.08712, "time": 0.13837}
{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.0025, "memory": 2410, "data_time": 0.00646, "loss_cls": 0.62598, "loss_bbox": 0.69799, "loss": 1.32397, "grad_norm": 4.95736, "time": 0.12728}
{"mode": "train", "epoch": 2, "iter": 1450, "lr": 0.0025, "memory": 2410, "data_time": 0.00648, "loss_cls": 0.57615, "loss_bbox": 0.67976, "loss": 1.2559, "grad_norm": 4.81705, "time": 0.1371}
{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.0025, "memory": 2410, "data_time": 0.00693, "loss_cls": 0.66445, "loss_bbox": 0.84509, "loss": 1.50954, "grad_norm": 5.64385, "time": 0.12715}
{"mode": "train", "epoch": 2, "iter": 1550, "lr": 0.0025, "memory": 2410, "data_time": 0.02019, "loss_cls": 0.73641, "loss_bbox": 0.73476, "loss": 1.47117, "grad_norm": 6.21207, "time": 0.14181}
{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.0025, "memory": 2410, "data_time": 0.03103, "loss_cls": 0.63045, "loss_bbox": 0.76401, "loss": 1.39446, "grad_norm": 4.78946, "time": 0.16214}
{"mode": "train", "epoch": 2, "iter": 1650, "lr": 0.0025, "memory": 2410, "data_time": 0.0083, "loss_cls": 0.72609, "loss_bbox": 0.80174, "loss": 1.52783, "grad_norm": 7.12649, "time": 0.12895}
{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.0025, "memory": 2410, "data_time": 0.01019, "loss_cls": 0.6677, "loss_bbox": 0.83096, "loss": 1.49866, "grad_norm": 5.20026, "time": 0.14594}
{"mode": "train", "epoch": 2, "iter": 1750, "lr": 0.0025, "memory": 2410, "data_time": 0.01921, "loss_cls": 0.60736, "loss_bbox": 0.75923, "loss": 1.36659, "grad_norm": 5.3966, "time": 0.13671}
{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.0025, "memory": 2410, "data_time": 0.01694, "loss_cls": 0.572, "loss_bbox": 0.76338, "loss": 1.33538, "grad_norm": 5.13987, "time": 0.14452}
{"mode": "train", "epoch": 2, "iter": 1850, "lr": 0.0025, "memory": 2410, "data_time": 0.0211, "loss_cls": 0.79653, "loss_bbox": 0.76928, "loss": 1.56581, "grad_norm": 6.33687, "time": 0.14898}
{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.0025, "memory": 2410, "data_time": 0.01168, "loss_cls": 0.69039, "loss_bbox": 0.8065, "loss": 1.49688, "grad_norm": 5.36699, "time": 0.13854}
{"mode": "train", "epoch": 2, "iter": 1950, "lr": 0.0025, "memory": 2410, "data_time": 0.00716, "loss_cls": 0.54968, "loss_bbox": 0.7475, "loss": 1.29717, "grad_norm": 4.94982, "time": 0.12787}
{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.0025, "memory": 2410, "data_time": 0.00648, "loss_cls": 0.62477, "loss_bbox": 0.8388, "loss": 1.46357, "grad_norm": 6.2668, "time": 0.14267}
{"mode": "train", "epoch": 2, "iter": 2050, "lr": 0.0025, "memory": 2410, "data_time": 0.01147, "loss_cls": 0.57755, "loss_bbox": 0.68538, "loss": 1.26293, "grad_norm": 4.07891, "time": 0.13559}
{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.0025, "memory": 2410, "data_time": 0.02788, "loss_cls": 0.62923, "loss_bbox": 0.75696, "loss": 1.38619, "grad_norm": 5.45377, "time": 0.15144}
{"mode": "train", "epoch": 2, "iter": 2150, "lr": 0.0025, "memory": 2410, "data_time": 0.01497, "loss_cls": 0.62354, "loss_bbox": 0.76026, "loss": 1.38381, "grad_norm": 5.57717, "time": 0.14492}
{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.0025, "memory": 2410, "data_time": 0.04256, "loss_cls": 0.65074, "loss_bbox": 0.7197, "loss": 1.37044, "grad_norm": 5.43547, "time": 0.16375}
{"mode": "train", "epoch": 2, "iter": 2250, "lr": 0.0025, "memory": 2410, "data_time": 0.0064, "loss_cls": 0.51559, "loss_bbox": 0.69285, "loss": 1.20845, "grad_norm": 5.19811, "time": 0.12698}
{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.0025, "memory": 2410, "data_time": 0.00662, "loss_cls": 0.59488, "loss_bbox": 0.7257, "loss": 1.32057, "grad_norm": 5.62278, "time": 0.13605}
{"mode": "train", "epoch": 2, "iter": 2350, "lr": 0.0025, "memory": 2410, "data_time": 0.00628, "loss_cls": 0.52726, "loss_bbox": 0.6904, "loss": 1.21767, "grad_norm": 4.74992, "time": 0.12864}
{"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.0025, "memory": 2410, "data_time": 0.00592, "loss_cls": 0.63629, "loss_bbox": 0.75538, "loss": 1.39167, "grad_norm": Infinity, "time": 0.12961}
{"mode": "train", "epoch": 2, "iter": 2450, "lr": 0.0025, "memory": 2410, "data_time": 0.00625, "loss_cls": 0.5132, "loss_bbox": 0.68952, "loss": 1.20273, "grad_norm": 4.83902, "time": 0.13942}
{"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.0025, "memory": 2410, "data_time": 0.02355, "loss_cls": 0.60152, "loss_bbox": 0.73391, "loss": 1.33543, "grad_norm": 6.25536, "time": 0.15235}
{"mode": "train", "epoch": 2, "iter": 2550, "lr": 0.0025, "memory": 2410, "data_time": 0.05063, "loss_cls": 0.50739, "loss_bbox": 0.70658, "loss": 1.21398, "grad_norm": 5.02847, "time": 0.17713}
{"mode": "train", "epoch": 2, "iter": 2600, "lr": 0.0025, "memory": 2410, "data_time": 0.04761, "loss_cls": 0.57448, "loss_bbox": 0.72649, "loss": 1.30097, "grad_norm": 5.68154, "time": 0.1687}
{"mode": "train", "epoch": 2, "iter": 2650, "lr": 0.0025, "memory": 2410, "data_time": 0.03691, "loss_cls": 0.51291, "loss_bbox": 0.7446, "loss": 1.25752, "grad_norm": 5.15613, "time": 0.15979}
{"mode": "train", "epoch": 2, "iter": 2700, "lr": 0.0025, "memory": 2410, "data_time": 0.00822, "loss_cls": 0.65588, "loss_bbox": 0.7638, "loss": 1.41968, "grad_norm": 6.21885, "time": 0.13397}
{"mode": "train", "epoch": 2, "iter": 2750, "lr": 0.0025, "memory": 2410, "data_time": 0.02257, "loss_cls": 0.70077, "loss_bbox": 0.69597, "loss": 1.39674, "grad_norm": 6.38824, "time": 0.14634}
{"mode": "train", "epoch": 2, "iter": 2800, "lr": 0.0025, "memory": 2410, "data_time": 0.01415, "loss_cls": 0.49896, "loss_bbox": 0.69756, "loss": 1.19652, "grad_norm": 4.56929, "time": 0.13482}
{"mode": "train", "epoch": 2, "iter": 2850, "lr": 0.0025, "memory": 2410, "data_time": 0.01256, "loss_cls": 0.49964, "loss_bbox": 0.67072, "loss": 1.17035, "grad_norm": 4.90021, "time": 0.14523}
{"mode": "train", "epoch": 2, "iter": 2900, "lr": 0.0025, "memory": 2410, "data_time": 0.01418, "loss_cls": 0.53598, "loss_bbox": 0.65505, "loss": 1.19104, "grad_norm": 6.17023, "time": 0.13405}
{"mode": "train", "epoch": 2, "iter": 2950, "lr": 0.0025, "memory": 2410, "data_time": 0.01174, "loss_cls": 0.5652, "loss_bbox": 0.72176, "loss": 1.28696, "grad_norm": 5.67401, "time": 0.13927}
{"mode": "train", "epoch": 2, "iter": 3000, "lr": 0.0025, "memory": 2410, "data_time": 0.00584, "loss_cls": 0.57827, "loss_bbox": 0.744, "loss": 1.32227, "grad_norm": 5.51026, "time": 0.12705}
{"mode": "train", "epoch": 2, "iter": 3050, "lr": 0.0025, "memory": 2410, "data_time": 0.00597, "loss_cls": 0.59461, "loss_bbox": 0.72801, "loss": 1.32263, "grad_norm": 5.13918, "time": 0.13005}
{"mode": "train", "epoch": 2, "iter": 3100, "lr": 0.0025, "memory": 2410, "data_time": 0.00609, "loss_cls": 0.65283, "loss_bbox": 0.75718, "loss": 1.41, "grad_norm": 5.6303, "time": 0.12715}
{"mode": "train", "epoch": 2, "iter": 3150, "lr": 0.0025, "memory": 2410, "data_time": 0.00738, "loss_cls": 0.53692, "loss_bbox": 0.69491, "loss": 1.23183, "grad_norm": 5.60061, "time": 0.13807}
{"mode": "train", "epoch": 2, "iter": 3200, "lr": 0.0025, "memory": 2410, "data_time": 0.03337, "loss_cls": 0.57891, "loss_bbox": 0.68715, "loss": 1.26605, "grad_norm": 6.16932, "time": 0.15888}
{"mode": "train", "epoch": 2, "iter": 3250, "lr": 0.0025, "memory": 2410, "data_time": 0.02565, "loss_cls": 0.55697, "loss_bbox": 0.65426, "loss": 1.21124, "grad_norm": 6.40338, "time": 0.15195}
{"mode": "train", "epoch": 2, "iter": 3300, "lr": 0.0025, "memory": 2410, "data_time": 0.01158, "loss_cls": 0.67823, "loss_bbox": 0.72925, "loss": 1.40749, "grad_norm": 5.63046, "time": 0.13915}
{"mode": "train", "epoch": 2, "iter": 3350, "lr": 0.0025, "memory": 2410, "data_time": 0.00609, "loss_cls": 0.54562, "loss_bbox": 0.62281, "loss": 1.16843, "grad_norm": 4.54813, "time": 0.1267}
{"mode": "train", "epoch": 2, "iter": 3400, "lr": 0.0025, "memory": 2410, "data_time": 0.00796, "loss_cls": 0.50001, "loss_bbox": 0.66525, "loss": 1.16526, "grad_norm": 4.58376, "time": 0.1367}
{"mode": "train", "epoch": 2, "iter": 3450, "lr": 0.0025, "memory": 2410, "data_time": 0.02508, "loss_cls": 0.53951, "loss_bbox": 0.65293, "loss": 1.19244, "grad_norm": 5.03394, "time": 0.14764}
{"mode": "train", "epoch": 2, "iter": 3500, "lr": 0.0025, "memory": 2410, "data_time": 0.01548, "loss_cls": 0.54576, "loss_bbox": 0.61345, "loss": 1.15921, "grad_norm": 5.93489, "time": 0.14092}
{"mode": "train", "epoch": 2, "iter": 3550, "lr": 0.0025, "memory": 2410, "data_time": 0.02621, "loss_cls": 0.59208, "loss_bbox": 0.65687, "loss": 1.24895, "grad_norm": 5.13661, "time": 0.14841}
{"mode": "train", "epoch": 2, "iter": 3600, "lr": 0.0025, "memory": 2410, "data_time": 0.02009, "loss_cls": 0.63193, "loss_bbox": 0.7282, "loss": 1.36013, "grad_norm": 5.35463, "time": 0.1482}
{"mode": "train", "epoch": 2, "iter": 3650, "lr": 0.0025, "memory": 2410, "data_time": 0.00642, "loss_cls": 0.51752, "loss_bbox": 0.63037, "loss": 1.14789, "grad_norm": 5.29601, "time": 0.12672}
{"mode": "train", "epoch": 2, "iter": 3700, "lr": 0.0025, "memory": 2410, "data_time": 0.00913, "loss_cls": 0.56601, "loss_bbox": 0.67133, "loss": 1.23734, "grad_norm": 5.39141, "time": 0.13019}
{"mode": "train", "epoch": 2, "iter": 3750, "lr": 0.0025, "memory": 2410, "data_time": 0.00708, "loss_cls": 0.51469, "loss_bbox": 0.64522, "loss": 1.15991, "grad_norm": 5.00521, "time": 0.14117}
{"mode": "train", "epoch": 2, "iter": 3800, "lr": 0.0025, "memory": 2410, "data_time": 0.00592, "loss_cls": 0.57275, "loss_bbox": 0.74313, "loss": 1.31589, "grad_norm": 5.49491, "time": 0.12876}
{"mode": "train", "epoch": 2, "iter": 3850, "lr": 0.0025, "memory": 2410, "data_time": 0.01601, "loss_cls": 0.50042, "loss_bbox": 0.70166, "loss": 1.20208, "grad_norm": 5.11269, "time": 0.14095}
{"mode": "train", "epoch": 2, "iter": 3900, "lr": 0.0025, "memory": 2410, "data_time": 0.01003, "loss_cls": 0.59915, "loss_bbox": 0.70787, "loss": 1.30702, "grad_norm": 6.06863, "time": 0.13584}
{"mode": "train", "epoch": 2, "iter": 3950, "lr": 0.0025, "memory": 2410, "data_time": 0.04981, "loss_cls": 0.59661, "loss_bbox": 0.64537, "loss": 1.24198, "grad_norm": 5.87232, "time": 0.18026}
{"mode": "train", "epoch": 2, "iter": 4000, "lr": 0.0025, "memory": 2410, "data_time": 0.01884, "loss_cls": 0.54004, "loss_bbox": 0.71214, "loss": 1.25217, "grad_norm": 5.91724, "time": 0.14462}
{"mode": "train", "epoch": 2, "iter": 4050, "lr": 0.0025, "memory": 2410, "data_time": 0.01229, "loss_cls": 0.57644, "loss_bbox": 0.6791, "loss": 1.25554, "grad_norm": 5.97105, "time": 0.1431}
{"mode": "train", "epoch": 2, "iter": 4100, "lr": 0.0025, "memory": 2410, "data_time": 0.008, "loss_cls": 0.52157, "loss_bbox": 0.60957, "loss": 1.13113, "grad_norm": 5.02312, "time": 0.13521}
{"mode": "train", "epoch": 2, "iter": 4150, "lr": 0.0025, "memory": 2410, "data_time": 0.01402, "loss_cls": 0.73381, "loss_bbox": 0.7103, "loss": 1.44411, "grad_norm": 6.65145, "time": 0.13742}
{"mode": "train", "epoch": 2, "iter": 4200, "lr": 0.0025, "memory": 2410, "data_time": 0.01404, "loss_cls": 0.50479, "loss_bbox": 0.63985, "loss": 1.14465, "grad_norm": 4.71437, "time": 0.14059}
{"mode": "train", "epoch": 2, "iter": 4250, "lr": 0.0025, "memory": 2410, "data_time": 0.00869, "loss_cls": 0.56052, "loss_bbox": 0.65983, "loss": 1.22035, "grad_norm": 6.60692, "time": 0.14355}
{"mode": "train", "epoch": 2, "iter": 4300, "lr": 0.0025, "memory": 2410, "data_time": 0.00886, "loss_cls": 0.51002, "loss_bbox": 0.65824, "loss": 1.16826, "grad_norm": 4.58892, "time": 0.13207}
{"mode": "train", "epoch": 2, "iter": 4350, "lr": 0.0025, "memory": 2410, "data_time": 0.00565, "loss_cls": 0.44683, "loss_bbox": 0.63919, "loss": 1.08602, "grad_norm": 4.2322, "time": 0.12734}
{"mode": "train", "epoch": 2, "iter": 4400, "lr": 0.0025, "memory": 2410, "data_time": 0.00853, "loss_cls": 0.42776, "loss_bbox": 0.59144, "loss": 1.0192, "grad_norm": 4.56137, "time": 0.13691}
{"mode": "train", "epoch": 2, "iter": 4450, "lr": 0.0025, "memory": 2410, "data_time": 0.00783, "loss_cls": 0.51493, "loss_bbox": 0.60562, "loss": 1.12055, "grad_norm": 5.83943, "time": 0.12878}
{"mode": "train", "epoch": 2, "iter": 4500, "lr": 0.0025, "memory": 2410, "data_time": 0.00585, "loss_cls": 0.492, "loss_bbox": 0.60145, "loss": 1.09345, "grad_norm": 5.44235, "time": 0.12804}
{"mode": "train", "epoch": 2, "iter": 4550, "lr": 0.0025, "memory": 2410, "data_time": 0.00689, "loss_cls": 0.50509, "loss_bbox": 0.66681, "loss": 1.17189, "grad_norm": 5.80683, "time": 0.13322}
{"mode": "train", "epoch": 2, "iter": 4600, "lr": 0.0025, "memory": 2410, "data_time": 0.01813, "loss_cls": 0.46841, "loss_bbox": 0.63756, "loss": 1.10596, "grad_norm": 5.11474, "time": 0.14108}
{"mode": "train", "epoch": 2, "iter": 4650, "lr": 0.0025, "memory": 2410, "data_time": 0.0309, "loss_cls": 0.50558, "loss_bbox": 0.67574, "loss": 1.18132, "grad_norm": 6.15022, "time": 0.1652}
{"mode": "train", "epoch": 2, "iter": 4700, "lr": 0.0025, "memory": 2410, "data_time": 0.01421, "loss_cls": 0.53381, "loss_bbox": 0.7038, "loss": 1.23761, "grad_norm": 6.17338, "time": 0.138}
{"mode": "train", "epoch": 2, "iter": 4750, "lr": 0.0025, "memory": 2410, "data_time": 0.02342, "loss_cls": 0.62248, "loss_bbox": 0.63803, "loss": 1.26051, "grad_norm": 5.54551, "time": 0.14947}
{"mode": "train", "epoch": 2, "iter": 4800, "lr": 0.0025, "memory": 2410, "data_time": 0.00535, "loss_cls": 0.52437, "loss_bbox": 0.57336, "loss": 1.09773, "grad_norm": 4.80948, "time": 0.12769}
{"mode": "train", "epoch": 2, "iter": 4850, "lr": 0.0025, "memory": 2410, "data_time": 0.01581, "loss_cls": 0.54091, "loss_bbox": 0.65042, "loss": 1.19133, "grad_norm": 5.65998, "time": 0.13629}
{"mode": "train", "epoch": 2, "iter": 4900, "lr": 0.0025, "memory": 2410, "data_time": 0.00545, "loss_cls": 0.65483, "loss_bbox": 0.64495, "loss": 1.29978, "grad_norm": 6.67987, "time": 0.13722}
{"mode": "train", "epoch": 2, "iter": 4950, "lr": 0.0025, "memory": 2410, "data_time": 0.01247, "loss_cls": 0.53974, "loss_bbox": 0.61534, "loss": 1.15508, "grad_norm": 4.81197, "time": 0.13338}
{"mode": "train", "epoch": 2, "iter": 5000, "lr": 0.0025, "memory": 2410, "data_time": 0.00595, "loss_cls": 0.47284, "loss_bbox": 0.58482, "loss": 1.05766, "grad_norm": 4.28608, "time": 0.13021}
{"mode": "train", "epoch": 2, "iter": 5050, "lr": 0.0025, "memory": 2410, "data_time": 0.01022, "loss_cls": 0.46812, "loss_bbox": 0.54212, "loss": 1.01024, "grad_norm": 4.98264, "time": 0.13447}
{"mode": "train", "epoch": 2, "iter": 5100, "lr": 0.0025, "memory": 2410, "data_time": 0.00868, "loss_cls": 0.46538, "loss_bbox": 0.60992, "loss": 1.07531, "grad_norm": 4.96139, "time": 0.12817}
{"mode": "train", "epoch": 2, "iter": 5150, "lr": 0.0025, "memory": 2410, "data_time": 0.00822, "loss_cls": 0.57295, "loss_bbox": 0.63695, "loss": 1.20991, "grad_norm": 6.85743, "time": 0.13798}
{"mode": "train", "epoch": 2, "iter": 5200, "lr": 0.0025, "memory": 2410, "data_time": 0.01996, "loss_cls": 0.64423, "loss_bbox": 0.66804, "loss": 1.31227, "grad_norm": 5.88005, "time": 0.13991}
{"mode": "train", "epoch": 2, "iter": 5250, "lr": 0.0025, "memory": 2410, "data_time": 0.00559, "loss_cls": 0.4909, "loss_bbox": 0.62229, "loss": 1.1132, "grad_norm": 4.96995, "time": 0.12856}
{"mode": "train", "epoch": 2, "iter": 5300, "lr": 0.0025, "memory": 2410, "data_time": 0.01192, "loss_cls": 0.50619, "loss_bbox": 0.56776, "loss": 1.07395, "grad_norm": 4.77431, "time": 0.1346}
{"mode": "train", "epoch": 2, "iter": 5350, "lr": 0.0025, "memory": 2410, "data_time": 0.04682, "loss_cls": 0.49544, "loss_bbox": 0.60374, "loss": 1.09918, "grad_norm": 6.33161, "time": 0.17056}
{"mode": "train", "epoch": 2, "iter": 5400, "lr": 0.0025, "memory": 2410, "data_time": 0.00991, "loss_cls": 0.57729, "loss_bbox": 0.69687, "loss": 1.27417, "grad_norm": 6.55279, "time": 0.13507}
{"mode": "train", "epoch": 2, "iter": 5450, "lr": 0.0025, "memory": 2410, "data_time": 0.01214, "loss_cls": 0.48355, "loss_bbox": 0.65017, "loss": 1.13372, "grad_norm": 5.5407, "time": 0.13615}
{"mode": "train", "epoch": 2, "iter": 5500, "lr": 0.0025, "memory": 2410, "data_time": 0.0087, "loss_cls": 0.41923, "loss_bbox": 0.5605, "loss": 0.97973, "grad_norm": 4.35802, "time": 0.13138}
{"mode": "train", "epoch": 2, "iter": 5550, "lr": 0.0025, "memory": 2410, "data_time": 0.01255, "loss_cls": 0.45813, "loss_bbox": 0.59049, "loss": 1.04861, "grad_norm": 4.92851, "time": 0.14463}
{"mode": "train", "epoch": 2, "iter": 5600, "lr": 0.0025, "memory": 2410, "data_time": 0.01004, "loss_cls": 0.54223, "loss_bbox": 0.63517, "loss": 1.1774, "grad_norm": 5.98106, "time": 0.1316}
{"mode": "train", "epoch": 2, "iter": 5650, "lr": 0.0025, "memory": 2410, "data_time": 0.00768, "loss_cls": 0.48986, "loss_bbox": 0.63055, "loss": 1.12041, "grad_norm": 5.27181, "time": 0.14255}
{"mode": "train", "epoch": 2, "iter": 5700, "lr": 0.0025, "memory": 2410, "data_time": 0.00562, "loss_cls": 0.40672, "loss_bbox": 0.55315, "loss": 0.95987, "grad_norm": 4.75734, "time": 0.13517}
{"mode": "train", "epoch": 2, "iter": 5750, "lr": 0.0025, "memory": 2410, "data_time": 0.01032, "loss_cls": 0.51416, "loss_bbox": 0.59654, "loss": 1.11069, "grad_norm": 5.92391, "time": 0.12956}
{"mode": "train", "epoch": 2, "iter": 5800, "lr": 0.0025, "memory": 2410, "data_time": 0.00942, "loss_cls": 0.51069, "loss_bbox": 0.62942, "loss": 1.14011, "grad_norm": 5.50751, "time": 0.13748}
{"mode": "train", "epoch": 2, "iter": 5850, "lr": 0.0025, "memory": 2410, "data_time": 0.01032, "loss_cls": 0.5511, "loss_bbox": 0.67683, "loss": 1.22793, "grad_norm": 5.81056, "time": 0.14003}
{"mode": "train", "epoch": 2, "iter": 5900, "lr": 0.0025, "memory": 2410, "data_time": 0.00808, "loss_cls": 0.45643, "loss_bbox": 0.62227, "loss": 1.0787, "grad_norm": 5.48036, "time": 0.12926}
{"mode": "train", "epoch": 2, "iter": 5950, "lr": 0.0025, "memory": 2410, "data_time": 0.03766, "loss_cls": 0.47954, "loss_bbox": 0.58619, "loss": 1.06573, "grad_norm": 5.49588, "time": 0.16145}
{"mode": "train", "epoch": 2, "iter": 6000, "lr": 0.0025, "memory": 2410, "data_time": 0.02689, "loss_cls": 0.55111, "loss_bbox": 0.59684, "loss": 1.14795, "grad_norm": 5.87673, "time": 0.1553}
{"mode": "train", "epoch": 2, "iter": 6050, "lr": 0.0025, "memory": 2410, "data_time": 0.02923, "loss_cls": 0.60253, "loss_bbox": 0.60066, "loss": 1.20319, "grad_norm": 6.09202, "time": 0.16039}
{"mode": "train", "epoch": 2, "iter": 6100, "lr": 0.0025, "memory": 2410, "data_time": 0.00678, "loss_cls": 0.53648, "loss_bbox": 0.513, "loss": 1.04948, "grad_norm": 4.6509, "time": 0.12746}
{"mode": "train", "epoch": 2, "iter": 6150, "lr": 0.0025, "memory": 2410, "data_time": 0.00918, "loss_cls": 0.43426, "loss_bbox": 0.52143, "loss": 0.95569, "grad_norm": 4.52292, "time": 0.13077}
{"mode": "train", "epoch": 2, "iter": 6200, "lr": 0.0025, "memory": 2410, "data_time": 0.01943, "loss_cls": 0.5228, "loss_bbox": 0.55122, "loss": 1.07403, "grad_norm": 5.04413, "time": 0.14519}
{"mode": "train", "epoch": 2, "iter": 6250, "lr": 0.0025, "memory": 2410, "data_time": 0.00786, "loss_cls": 0.43806, "loss_bbox": 0.53519, "loss": 0.97325, "grad_norm": 4.75446, "time": 0.13545}
{"mode": "train", "epoch": 2, "iter": 6300, "lr": 0.0025, "memory": 2410, "data_time": 0.00614, "loss_cls": 0.43015, "loss_bbox": 0.63412, "loss": 1.06427, "grad_norm": 5.93808, "time": 0.1317}
{"mode": "train", "epoch": 2, "iter": 6350, "lr": 0.0025, "memory": 2410, "data_time": 0.00614, "loss_cls": 0.49391, "loss_bbox": 0.56166, "loss": 1.05557, "grad_norm": 4.87005, "time": 0.13949}
{"mode": "train", "epoch": 2, "iter": 6400, "lr": 0.0025, "memory": 2410, "data_time": 0.00589, "loss_cls": 0.41769, "loss_bbox": 0.52447, "loss": 0.94216, "grad_norm": 4.77483, "time": 0.12594}
{"mode": "train", "epoch": 3, "iter": 50, "lr": 0.0025, "memory": 2410, "data_time": 3.07724, "loss_cls": 0.47307, "loss_bbox": 0.54721, "loss": 1.02027, "grad_norm": 5.33809, "time": 3.19974}
{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.0025, "memory": 2410, "data_time": 0.00734, "loss_cls": 0.48692, "loss_bbox": 0.58443, "loss": 1.07136, "grad_norm": 5.77184, "time": 0.12637}
{"mode": "train", "epoch": 3, "iter": 150, "lr": 0.0025, "memory": 2410, "data_time": 0.00703, "loss_cls": 0.43114, "loss_bbox": 0.59409, "loss": 1.02523, "grad_norm": 5.1863, "time": 0.13823}
{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.0025, "memory": 2410, "data_time": 0.01905, "loss_cls": 0.40782, "loss_bbox": 0.55978, "loss": 0.9676, "grad_norm": 4.85522, "time": 0.14869}
{"mode": "train", "epoch": 3, "iter": 250, "lr": 0.0025, "memory": 2410, "data_time": 0.06519, "loss_cls": 0.50868, "loss_bbox": 0.65068, "loss": 1.15937, "grad_norm": 5.82041, "time": 0.19055}
{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.0025, "memory": 2410, "data_time": 0.01293, "loss_cls": 0.41283, "loss_bbox": 0.52677, "loss": 0.9396, "grad_norm": 4.71779, "time": 0.1446}
{"mode": "train", "epoch": 3, "iter": 350, "lr": 0.0025, "memory": 2410, "data_time": 0.02311, "loss_cls": 0.52094, "loss_bbox": 0.55176, "loss": 1.07269, "grad_norm": 6.36477, "time": 0.1475}
{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.0025, "memory": 2410, "data_time": 0.01948, "loss_cls": 0.42157, "loss_bbox": 0.56818, "loss": 0.98975, "grad_norm": 5.35384, "time": 0.1452}
{"mode": "train", "epoch": 3, "iter": 450, "lr": 0.0025, "memory": 2410, "data_time": 0.0074, "loss_cls": 0.35608, "loss_bbox": 0.55923, "loss": 0.91531, "grad_norm": 4.34075, "time": 0.12986}
{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.0025, "memory": 2410, "data_time": 0.01543, "loss_cls": 0.47853, "loss_bbox": 0.646, "loss": 1.12452, "grad_norm": 6.70154, "time": 0.14101}
{"mode": "train", "epoch": 3, "iter": 550, "lr": 0.0025, "memory": 2410, "data_time": 0.01544, "loss_cls": 0.52404, "loss_bbox": 0.65833, "loss": 1.18237, "grad_norm": 5.87504, "time": 0.1425}
{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.0025, "memory": 2412, "data_time": 0.00597, "loss_cls": 0.45428, "loss_bbox": 0.60741, "loss": 1.06169, "grad_norm": 5.12971, "time": 0.13467}
{"mode": "train", "epoch": 3, "iter": 650, "lr": 0.0025, "memory": 2412, "data_time": 0.00738, "loss_cls": 0.50853, "loss_bbox": 0.60375, "loss": 1.11228, "grad_norm": 6.81109, "time": 0.13334}
{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.0025, "memory": 2412, "data_time": 0.00976, "loss_cls": 0.46961, "loss_bbox": 0.54171, "loss": 1.01132, "grad_norm": 4.80611, "time": 0.13587}
{"mode": "train", "epoch": 3, "iter": 750, "lr": 0.0025, "memory": 2412, "data_time": 0.00752, "loss_cls": 0.47706, "loss_bbox": 0.618, "loss": 1.09505, "grad_norm": 5.88599, "time": 0.12944}
{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.0025, "memory": 2412, "data_time": 0.01085, "loss_cls": 0.42536, "loss_bbox": 0.56203, "loss": 0.98739, "grad_norm": 4.83716, "time": 0.13956}
{"mode": "train", "epoch": 3, "iter": 850, "lr": 0.0025, "memory": 2412, "data_time": 0.00678, "loss_cls": 0.45868, "loss_bbox": 0.52461, "loss": 0.9833, "grad_norm": 5.66372, "time": 0.13001}
{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.0025, "memory": 2412, "data_time": 0.03971, "loss_cls": 0.51781, "loss_bbox": 0.58398, "loss": 1.10178, "grad_norm": 5.9403, "time": 0.17092}
{"mode": "train", "epoch": 3, "iter": 950, "lr": 0.0025, "memory": 2412, "data_time": 0.02408, "loss_cls": 0.40995, "loss_bbox": 0.53325, "loss": 0.9432, "grad_norm": 4.71941, "time": 0.1468}
{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.0025, "memory": 2412, "data_time": 0.01544, "loss_cls": 0.43495, "loss_bbox": 0.58465, "loss": 1.0196, "grad_norm": 5.24286, "time": 0.13836}
{"mode": "train", "epoch": 3, "iter": 1050, "lr": 0.0025, "memory": 2412, "data_time": 0.02593, "loss_cls": 0.47098, "loss_bbox": 0.57772, "loss": 1.04871, "grad_norm": 5.679, "time": 0.15226}
{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.0025, "memory": 2412, "data_time": 0.00782, "loss_cls": 0.4506, "loss_bbox": 0.54602, "loss": 0.99662, "grad_norm": 5.8329, "time": 0.13542}
{"mode": "train", "epoch": 3, "iter": 1150, "lr": 0.0025, "memory": 2412, "data_time": 0.01044, "loss_cls": 0.49513, "loss_bbox": 0.65487, "loss": 1.15001, "grad_norm": 4.99651, "time": 0.13958}
{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.0025, "memory": 2412, "data_time": 0.01839, "loss_cls": 0.43144, "loss_bbox": 0.6276, "loss": 1.05904, "grad_norm": 5.56756, "time": 0.14613}
{"mode": "train", "epoch": 3, "iter": 1250, "lr": 0.0025, "memory": 2412, "data_time": 0.01058, "loss_cls": 0.51883, "loss_bbox": 0.57528, "loss": 1.09411, "grad_norm": 5.60364, "time": 0.13731}
{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.0025, "memory": 2412, "data_time": 0.00538, "loss_cls": 0.43134, "loss_bbox": 0.48182, "loss": 0.91316, "grad_norm": 5.31736, "time": 0.13483}
{"mode": "train", "epoch": 3, "iter": 1350, "lr": 0.0025, "memory": 2412, "data_time": 0.02002, "loss_cls": 0.44213, "loss_bbox": 0.55256, "loss": 0.9947, "grad_norm": 5.80581, "time": 0.13982}
{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.0025, "memory": 2412, "data_time": 0.00835, "loss_cls": 0.37877, "loss_bbox": 0.57796, "loss": 0.95673, "grad_norm": 4.89388, "time": 0.13924}
{"mode": "train", "epoch": 3, "iter": 1450, "lr": 0.0025, "memory": 2412, "data_time": 0.00946, "loss_cls": 0.52655, "loss_bbox": 0.57074, "loss": 1.09729, "grad_norm": 7.56397, "time": 0.13063}
{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.0025, "memory": 2412, "data_time": 0.00584, "loss_cls": 0.46493, "loss_bbox": 0.65908, "loss": 1.12401, "grad_norm": 5.63229, "time": 0.12943}
{"mode": "train", "epoch": 3, "iter": 1550, "lr": 0.0025, "memory": 2412, "data_time": 0.01568, "loss_cls": 0.45045, "loss_bbox": 0.52288, "loss": 0.97334, "grad_norm": 5.45857, "time": 0.14311}
{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.0025, "memory": 2412, "data_time": 0.03415, "loss_cls": 0.48071, "loss_bbox": 0.57859, "loss": 1.0593, "grad_norm": 5.44711, "time": 0.15917}
{"mode": "train", "epoch": 3, "iter": 1650, "lr": 0.0025, "memory": 2412, "data_time": 0.02516, "loss_cls": 0.5302, "loss_bbox": 0.63197, "loss": 1.16216, "grad_norm": 7.23606, "time": 0.15063}
{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.0025, "memory": 2412, "data_time": 0.013, "loss_cls": 0.48618, "loss_bbox": 0.6038, "loss": 1.08997, "grad_norm": 6.66605, "time": 0.14166}
{"mode": "train", "epoch": 3, "iter": 1750, "lr": 0.0025, "memory": 2412, "data_time": 0.01444, "loss_cls": 0.60083, "loss_bbox": 0.58152, "loss": 1.18235, "grad_norm": 7.16782, "time": 0.13622}
{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.0025, "memory": 2412, "data_time": 0.01436, "loss_cls": 0.46843, "loss_bbox": 0.60863, "loss": 1.07706, "grad_norm": 5.77721, "time": 0.14733}
{"mode": "train", "epoch": 3, "iter": 1850, "lr": 0.0025, "memory": 2412, "data_time": 0.00977, "loss_cls": 0.45694, "loss_bbox": 0.57571, "loss": 1.03265, "grad_norm": Infinity, "time": 0.13159}
{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.0025, "memory": 2412, "data_time": 0.00621, "loss_cls": 0.43911, "loss_bbox": 0.54481, "loss": 0.98392, "grad_norm": 4.80155, "time": 0.13123}
{"mode": "train", "epoch": 3, "iter": 1950, "lr": 0.0025, "memory": 2412, "data_time": 0.01926, "loss_cls": 0.51669, "loss_bbox": 0.57146, "loss": 1.08815, "grad_norm": 7.22938, "time": 0.13892}
{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.0025, "memory": 2412, "data_time": 0.02203, "loss_cls": 0.48668, "loss_bbox": 0.54988, "loss": 1.03656, "grad_norm": 5.28728, "time": 0.15346}
{"mode": "train", "epoch": 3, "iter": 2050, "lr": 0.0025, "memory": 2412, "data_time": 0.01394, "loss_cls": 0.48349, "loss_bbox": 0.57832, "loss": 1.06182, "grad_norm": 5.42827, "time": 0.13794}
{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.0025, "memory": 2412, "data_time": 0.02322, "loss_cls": 0.53499, "loss_bbox": 0.63055, "loss": 1.16554, "grad_norm": 6.79864, "time": 0.1505}
{"mode": "train", "epoch": 3, "iter": 2150, "lr": 0.0025, "memory": 2412, "data_time": 0.00642, "loss_cls": 0.50979, "loss_bbox": 0.52773, "loss": 1.03752, "grad_norm": 5.06312, "time": 0.12768}
{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.0025, "memory": 2412, "data_time": 0.02805, "loss_cls": 0.50361, "loss_bbox": 0.55433, "loss": 1.05794, "grad_norm": 6.26543, "time": 0.1535}
{"mode": "train", "epoch": 3, "iter": 2250, "lr": 0.0025, "memory": 2412, "data_time": 0.0395, "loss_cls": 0.45635, "loss_bbox": 0.58523, "loss": 1.04157, "grad_norm": 5.53545, "time": 0.17031}
{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.0025, "memory": 2412, "data_time": 0.01089, "loss_cls": 0.53292, "loss_bbox": 0.62276, "loss": 1.15568, "grad_norm": 7.2448, "time": 0.13718}
{"mode": "train", "epoch": 3, "iter": 2350, "lr": 0.0025, "memory": 2412, "data_time": 0.01593, "loss_cls": 0.45426, "loss_bbox": 0.59508, "loss": 1.04934, "grad_norm": 5.47373, "time": 0.13905}
{"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.0025, "memory": 2412, "data_time": 0.0062, "loss_cls": 0.47637, "loss_bbox": 0.58969, "loss": 1.06606, "grad_norm": 5.55407, "time": 0.13841}
{"mode": "train", "epoch": 3, "iter": 2450, "lr": 0.0025, "memory": 2412, "data_time": 0.02052, "loss_cls": 0.38647, "loss_bbox": 0.55534, "loss": 0.9418, "grad_norm": 5.07356, "time": 0.14583}
{"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.0025, "memory": 2412, "data_time": 0.02209, "loss_cls": 0.38788, "loss_bbox": 0.47239, "loss": 0.86027, "grad_norm": 4.76647, "time": 0.14274}
{"mode": "train", "epoch": 3, "iter": 2550, "lr": 0.0025, "memory": 2412, "data_time": 0.00629, "loss_cls": 0.45959, "loss_bbox": 0.55694, "loss": 1.01653, "grad_norm": 6.05359, "time": 0.13919}
{"mode": "train", "epoch": 3, "iter": 2600, "lr": 0.0025, "memory": 2412, "data_time": 0.00573, "loss_cls": 0.44642, "loss_bbox": 0.53671, "loss": 0.98314, "grad_norm": 6.21791, "time": 0.12769}
{"mode": "train", "epoch": 3, "iter": 2650, "lr": 0.0025, "memory": 2412, "data_time": 0.01022, "loss_cls": 0.45328, "loss_bbox": 0.5461, "loss": 0.99938, "grad_norm": 5.15015, "time": 0.13194}
{"mode": "train", "epoch": 3, "iter": 2700, "lr": 0.0025, "memory": 2412, "data_time": 0.01154, "loss_cls": 0.47575, "loss_bbox": 0.55995, "loss": 1.0357, "grad_norm": 6.28368, "time": 0.1363}
{"mode": "train", "epoch": 3, "iter": 2750, "lr": 0.0025, "memory": 2412, "data_time": 0.0341, "loss_cls": 0.56225, "loss_bbox": 0.55061, "loss": 1.11286, "grad_norm": 6.43268, "time": 0.15532}
{"mode": "train", "epoch": 3, "iter": 2800, "lr": 0.0025, "memory": 2412, "data_time": 0.03349, "loss_cls": 0.49798, "loss_bbox": 0.51075, "loss": 1.00873, "grad_norm": 4.49743, "time": 0.16902}
{"mode": "train", "epoch": 3, "iter": 2850, "lr": 0.0025, "memory": 2412, "data_time": 0.01544, "loss_cls": 0.39025, "loss_bbox": 0.48073, "loss": 0.87098, "grad_norm": 4.62512, "time": 0.13484}
{"mode": "train", "epoch": 3, "iter": 2900, "lr": 0.0025, "memory": 2412, "data_time": 0.05269, "loss_cls": 0.49179, "loss_bbox": 0.6497, "loss": 1.14149, "grad_norm": 7.52636, "time": 0.17637}
{"mode": "train", "epoch": 3, "iter": 2950, "lr": 0.0025, "memory": 2412, "data_time": 0.01096, "loss_cls": 0.51426, "loss_bbox": 0.57679, "loss": 1.09105, "grad_norm": 5.83437, "time": 0.13122}
{"mode": "train", "epoch": 3, "iter": 3000, "lr": 0.0025, "memory": 2412, "data_time": 0.01333, "loss_cls": 0.48055, "loss_bbox": 0.57112, "loss": 1.05167, "grad_norm": 6.01727, "time": 0.14585}
{"mode": "train", "epoch": 3, "iter": 3050, "lr": 0.0025, "memory": 2412, "data_time": 0.00642, "loss_cls": 0.35905, "loss_bbox": 0.48592, "loss": 0.84497, "grad_norm": 4.77247, "time": 0.13059}
{"mode": "train", "epoch": 3, "iter": 3100, "lr": 0.0025, "memory": 2412, "data_time": 0.01441, "loss_cls": 0.47358, "loss_bbox": 0.50567, "loss": 0.97925, "grad_norm": 6.66204, "time": 0.1382}
{"mode": "train", "epoch": 3, "iter": 3150, "lr": 0.0025, "memory": 2412, "data_time": 0.01705, "loss_cls": 0.41998, "loss_bbox": 0.53935, "loss": 0.95933, "grad_norm": 4.83408, "time": 0.14374}
{"mode": "train", "epoch": 3, "iter": 3200, "lr": 0.0025, "memory": 2412, "data_time": 0.01246, "loss_cls": 0.43663, "loss_bbox": 0.54972, "loss": 0.98635, "grad_norm": 5.87902, "time": 0.13446}
{"mode": "train", "epoch": 3, "iter": 3250, "lr": 0.0025, "memory": 2412, "data_time": 0.01214, "loss_cls": 0.38482, "loss_bbox": 0.51346, "loss": 0.89828, "grad_norm": 5.38489, "time": 0.13655}
{"mode": "train", "epoch": 3, "iter": 3300, "lr": 0.0025, "memory": 2412, "data_time": 0.0064, "loss_cls": 0.40746, "loss_bbox": 0.51255, "loss": 0.92, "grad_norm": 5.09802, "time": 0.13575}
{"mode": "train", "epoch": 3, "iter": 3350, "lr": 0.0025, "memory": 2412, "data_time": 0.00622, "loss_cls": 0.39251, "loss_bbox": 0.49823, "loss": 0.89075, "grad_norm": 5.18171, "time": 0.12779}
{"mode": "train", "epoch": 3, "iter": 3400, "lr": 0.0025, "memory": 2412, "data_time": 0.00536, "loss_cls": 0.50911, "loss_bbox": 0.57956, "loss": 1.08867, "grad_norm": 7.20939, "time": 0.12944}
{"mode": "train", "epoch": 3, "iter": 3450, "lr": 0.0025, "memory": 2412, "data_time": 0.02023, "loss_cls": 0.45611, "loss_bbox": 0.51079, "loss": 0.9669, "grad_norm": 5.09265, "time": 0.15245}
{"mode": "train", "epoch": 3, "iter": 3500, "lr": 0.0025, "memory": 2412, "data_time": 0.02531, "loss_cls": 0.39369, "loss_bbox": 0.48204, "loss": 0.87572, "grad_norm": 4.77146, "time": 0.14508}
{"mode": "train", "epoch": 3, "iter": 3550, "lr": 0.0025, "memory": 2412, "data_time": 0.04487, "loss_cls": 0.48646, "loss_bbox": 0.5374, "loss": 1.02386, "grad_norm": 5.65324, "time": 0.17408}
{"mode": "train", "epoch": 3, "iter": 3600, "lr": 0.0025, "memory": 2412, "data_time": 0.02609, "loss_cls": 0.36981, "loss_bbox": 0.47316, "loss": 0.84298, "grad_norm": 4.85652, "time": 0.15581}
{"mode": "train", "epoch": 3, "iter": 3650, "lr": 0.0025, "memory": 2412, "data_time": 0.04003, "loss_cls": 0.46809, "loss_bbox": 0.52616, "loss": 0.99425, "grad_norm": 7.17803, "time": 0.1688}
{"mode": "train", "epoch": 3, "iter": 3700, "lr": 0.0025, "memory": 2412, "data_time": 0.00984, "loss_cls": 0.55824, "loss_bbox": 0.51993, "loss": 1.07818, "grad_norm": 6.11324, "time": 0.13341}
{"mode": "train", "epoch": 3, "iter": 3750, "lr": 0.0025, "memory": 2412, "data_time": 0.01294, "loss_cls": 0.4631, "loss_bbox": 0.52745, "loss": 0.99055, "grad_norm": 5.79913, "time": 0.13909}
{"mode": "train", "epoch": 3, "iter": 3800, "lr": 0.0025, "memory": 2412, "data_time": 0.02797, "loss_cls": 0.53658, "loss_bbox": 0.5673, "loss": 1.10388, "grad_norm": 6.64341, "time": 0.15619}
{"mode": "train", "epoch": 3, "iter": 3850, "lr": 0.0025, "memory": 2412, "data_time": 0.00899, "loss_cls": 0.50656, "loss_bbox": 0.51111, "loss": 1.01767, "grad_norm": 5.71431, "time": 0.1367}
{"mode": "train", "epoch": 3, "iter": 3900, "lr": 0.0025, "memory": 2412, "data_time": 0.02363, "loss_cls": 0.52036, "loss_bbox": 0.59592, "loss": 1.11628, "grad_norm": 6.45675, "time": 0.14882}
{"mode": "train", "epoch": 3, "iter": 3950, "lr": 0.0025, "memory": 2412, "data_time": 0.01306, "loss_cls": 0.46345, "loss_bbox": 0.48345, "loss": 0.9469, "grad_norm": 5.77719, "time": 0.1372}
{"mode": "train", "epoch": 3, "iter": 4000, "lr": 0.0025, "memory": 2412, "data_time": 0.01131, "loss_cls": 0.48818, "loss_bbox": 0.55243, "loss": 1.04061, "grad_norm": 6.88465, "time": 0.13582}
{"mode": "train", "epoch": 3, "iter": 4050, "lr": 0.0025, "memory": 2412, "data_time": 0.01263, "loss_cls": 0.45479, "loss_bbox": 0.54383, "loss": 0.99862, "grad_norm": 5.34894, "time": 0.14232}
{"mode": "train", "epoch": 3, "iter": 4100, "lr": 0.0025, "memory": 2412, "data_time": 0.01018, "loss_cls": 0.42553, "loss_bbox": 0.53866, "loss": 0.96419, "grad_norm": 4.88462, "time": 0.13425}
{"mode": "train", "epoch": 3, "iter": 4150, "lr": 0.0025, "memory": 2412, "data_time": 0.02509, "loss_cls": 0.45838, "loss_bbox": 0.49622, "loss": 0.9546, "grad_norm": 5.43692, "time": 0.1485}
{"mode": "train", "epoch": 3, "iter": 4200, "lr": 0.0025, "memory": 2412, "data_time": 0.03572, "loss_cls": 0.44683, "loss_bbox": 0.55077, "loss": 0.9976, "grad_norm": 5.59403, "time": 0.16372}
{"mode": "train", "epoch": 3, "iter": 4250, "lr": 0.0025, "memory": 2412, "data_time": 0.02318, "loss_cls": 0.37884, "loss_bbox": 0.52444, "loss": 0.90328, "grad_norm": 4.98778, "time": 0.14436}
{"mode": "train", "epoch": 3, "iter": 4300, "lr": 0.0025, "memory": 2412, "data_time": 0.01068, "loss_cls": 0.32683, "loss_bbox": 0.4162, "loss": 0.74303, "grad_norm": 4.38355, "time": 0.13}
{"mode": "train", "epoch": 3, "iter": 4350, "lr": 0.0025, "memory": 2412, "data_time": 0.00568, "loss_cls": 0.32188, "loss_bbox": 0.4537, "loss": 0.77557, "grad_norm": 4.23591, "time": 0.14164}
{"mode": "train", "epoch": 3, "iter": 4400, "lr": 0.0025, "memory": 2412, "data_time": 0.01542, "loss_cls": 0.53986, "loss_bbox": 0.5233, "loss": 1.06315, "grad_norm": Infinity, "time": 0.13532}
{"mode": "train", "epoch": 3, "iter": 4450, "lr": 0.0025, "memory": 2412, "data_time": 0.03282, "loss_cls": 0.41841, "loss_bbox": 0.50591, "loss": 0.92431, "grad_norm": 5.51578, "time": 0.16387}
{"mode": "train", "epoch": 3, "iter": 4500, "lr": 0.0025, "memory": 2412, "data_time": 0.0232, "loss_cls": 0.44746, "loss_bbox": 0.51656, "loss": 0.96401, "grad_norm": 5.88524, "time": 0.14531}
{"mode": "train", "epoch": 3, "iter": 4550, "lr": 0.0025, "memory": 2412, "data_time": 0.01153, "loss_cls": 0.37167, "loss_bbox": 0.48562, "loss": 0.85729, "grad_norm": 6.27282, "time": 0.1409}
{"mode": "train", "epoch": 3, "iter": 4600, "lr": 0.0025, "memory": 2412, "data_time": 0.02473, "loss_cls": 0.57612, "loss_bbox": 0.6177, "loss": 1.19382, "grad_norm": 7.01387, "time": 0.14778}
{"mode": "train", "epoch": 3, "iter": 4650, "lr": 0.0025, "memory": 2412, "data_time": 0.01663, "loss_cls": 0.45377, "loss_bbox": 0.57232, "loss": 1.02609, "grad_norm": 4.64612, "time": 0.14162}
{"mode": "train", "epoch": 3, "iter": 4700, "lr": 0.0025, "memory": 2412, "data_time": 0.01676, "loss_cls": 0.42642, "loss_bbox": 0.56033, "loss": 0.98675, "grad_norm": 6.33279, "time": 0.1461}
{"mode": "train", "epoch": 3, "iter": 4750, "lr": 0.0025, "memory": 2412, "data_time": 0.037, "loss_cls": 0.412, "loss_bbox": 0.53832, "loss": 0.95033, "grad_norm": 5.73236, "time": 0.16669}
{"mode": "train", "epoch": 3, "iter": 4800, "lr": 0.0025, "memory": 2412, "data_time": 0.01298, "loss_cls": 0.3842, "loss_bbox": 0.52454, "loss": 0.90874, "grad_norm": 5.57947, "time": 0.13458}
{"mode": "train", "epoch": 3, "iter": 4850, "lr": 0.0025, "memory": 2412, "data_time": 0.02054, "loss_cls": 0.40296, "loss_bbox": 0.48688, "loss": 0.88984, "grad_norm": 5.33684, "time": 0.14842}
{"mode": "train", "epoch": 3, "iter": 4900, "lr": 0.0025, "memory": 2412, "data_time": 0.01431, "loss_cls": 0.37281, "loss_bbox": 0.50946, "loss": 0.88226, "grad_norm": 5.20577, "time": 0.13509}
{"mode": "train", "epoch": 3, "iter": 4950, "lr": 0.0025, "memory": 2412, "data_time": 0.01382, "loss_cls": 0.37862, "loss_bbox": 0.50069, "loss": 0.87932, "grad_norm": 5.00612, "time": 0.14313}
{"mode": "train", "epoch": 3, "iter": 5000, "lr": 0.0025, "memory": 2412, "data_time": 0.02445, "loss_cls": 0.40774, "loss_bbox": 0.51999, "loss": 0.92773, "grad_norm": 6.51215, "time": 0.15136}
{"mode": "train", "epoch": 3, "iter": 5050, "lr": 0.0025, "memory": 2412, "data_time": 0.00622, "loss_cls": 0.48652, "loss_bbox": 0.5369, "loss": 1.02342, "grad_norm": 6.32086, "time": 0.12761}
{"mode": "train", "epoch": 3, "iter": 5100, "lr": 0.0025, "memory": 2412, "data_time": 0.01708, "loss_cls": 0.36532, "loss_bbox": 0.59599, "loss": 0.9613, "grad_norm": 5.28353, "time": 0.14936}
{"mode": "train", "epoch": 3, "iter": 5150, "lr": 0.0025, "memory": 2412, "data_time": 0.02309, "loss_cls": 0.43084, "loss_bbox": 0.56514, "loss": 0.99598, "grad_norm": 6.11989, "time": 0.14447}
{"mode": "train", "epoch": 3, "iter": 5200, "lr": 0.0025, "memory": 2412, "data_time": 0.00983, "loss_cls": 0.48251, "loss_bbox": 0.52056, "loss": 1.00308, "grad_norm": 7.48487, "time": 0.13938}
{"mode": "train", "epoch": 3, "iter": 5250, "lr": 0.0025, "memory": 2412, "data_time": 0.0369, "loss_cls": 0.44552, "loss_bbox": 0.49552, "loss": 0.94104, "grad_norm": 4.83158, "time": 0.16409}
{"mode": "train", "epoch": 3, "iter": 5300, "lr": 0.0025, "memory": 2412, "data_time": 0.03915, "loss_cls": 0.34476, "loss_bbox": 0.50635, "loss": 0.8511, "grad_norm": 5.37416, "time": 0.16664}
{"mode": "train", "epoch": 3, "iter": 5350, "lr": 0.0025, "memory": 2412, "data_time": 0.00723, "loss_cls": 0.39387, "loss_bbox": 0.50839, "loss": 0.90227, "grad_norm": 5.33464, "time": 0.12926}
{"mode": "train", "epoch": 3, "iter": 5400, "lr": 0.0025, "memory": 2412, "data_time": 0.0161, "loss_cls": 0.30863, "loss_bbox": 0.46193, "loss": 0.77056, "grad_norm": 4.6988, "time": 0.14584}
{"mode": "train", "epoch": 3, "iter": 5450, "lr": 0.0025, "memory": 2412, "data_time": 0.01389, "loss_cls": 0.39682, "loss_bbox": 0.52185, "loss": 0.91867, "grad_norm": 6.14857, "time": 0.14466}
{"mode": "train", "epoch": 3, "iter": 5500, "lr": 0.0025, "memory": 2412, "data_time": 0.01851, "loss_cls": 0.40725, "loss_bbox": 0.52956, "loss": 0.93681, "grad_norm": 5.81465, "time": 0.13793}
{"mode": "train", "epoch": 3, "iter": 5550, "lr": 0.0025, "memory": 2412, "data_time": 0.03624, "loss_cls": 0.53284, "loss_bbox": 0.54193, "loss": 1.07477, "grad_norm": 7.49581, "time": 0.15753}
{"mode": "train", "epoch": 3, "iter": 5600, "lr": 0.0025, "memory": 2412, "data_time": 0.00779, "loss_cls": 0.51721, "loss_bbox": 0.57195, "loss": 1.08916, "grad_norm": 6.11555, "time": 0.13601}
{"mode": "train", "epoch": 3, "iter": 5650, "lr": 0.0025, "memory": 2412, "data_time": 0.00737, "loss_cls": 0.50386, "loss_bbox": 0.53274, "loss": 1.0366, "grad_norm": 5.44545, "time": 0.13048}
{"mode": "train", "epoch": 3, "iter": 5700, "lr": 0.0025, "memory": 2412, "data_time": 0.00705, "loss_cls": 0.36571, "loss_bbox": 0.48295, "loss": 0.84866, "grad_norm": 4.89247, "time": 0.1344}
{"mode": "train", "epoch": 3, "iter": 5750, "lr": 0.0025, "memory": 2412, "data_time": 0.01594, "loss_cls": 0.32558, "loss_bbox": 0.46333, "loss": 0.78891, "grad_norm": 4.10391, "time": 0.1441}
{"mode": "train", "epoch": 3, "iter": 5800, "lr": 0.0025, "memory": 2412, "data_time": 0.01635, "loss_cls": 0.37398, "loss_bbox": 0.52347, "loss": 0.89745, "grad_norm": 5.2947, "time": 0.14524}
{"mode": "train", "epoch": 3, "iter": 5850, "lr": 0.0025, "memory": 2412, "data_time": 0.01306, "loss_cls": 0.43791, "loss_bbox": 0.52854, "loss": 0.96644, "grad_norm": 5.58694, "time": 0.13446}
{"mode": "train", "epoch": 3, "iter": 5900, "lr": 0.0025, "memory": 2412, "data_time": 0.03056, "loss_cls": 0.39711, "loss_bbox": 0.51649, "loss": 0.9136, "grad_norm": 5.16662, "time": 0.15852}
{"mode": "train", "epoch": 3, "iter": 5950, "lr": 0.0025, "memory": 2412, "data_time": 0.00782, "loss_cls": 0.36231, "loss_bbox": 0.48491, "loss": 0.84721, "grad_norm": 4.87705, "time": 0.13434}
{"mode": "train", "epoch": 3, "iter": 6000, "lr": 0.0025, "memory": 2412, "data_time": 0.00627, "loss_cls": 0.43864, "loss_bbox": 0.5564, "loss": 0.99504, "grad_norm": 6.04284, "time": 0.13316}
{"mode": "train", "epoch": 3, "iter": 6050, "lr": 0.0025, "memory": 2412, "data_time": 0.00724, "loss_cls": 0.38396, "loss_bbox": 0.52188, "loss": 0.90584, "grad_norm": 5.29045, "time": 0.13232}
{"mode": "train", "epoch": 3, "iter": 6100, "lr": 0.0025, "memory": 2412, "data_time": 0.04143, "loss_cls": 0.35844, "loss_bbox": 0.50472, "loss": 0.86316, "grad_norm": 4.78059, "time": 0.21755}
{"mode": "train", "epoch": 3, "iter": 6150, "lr": 0.0025, "memory": 2412, "data_time": 0.02642, "loss_cls": 0.35442, "loss_bbox": 0.49723, "loss": 0.85164, "grad_norm": 5.36708, "time": 0.15021}
{"mode": "train", "epoch": 3, "iter": 6200, "lr": 0.0025, "memory": 2412, "data_time": 0.01631, "loss_cls": 0.42359, "loss_bbox": 0.51755, "loss": 0.94114, "grad_norm": 5.43979, "time": 0.14141}
{"mode": "train", "epoch": 3, "iter": 6250, "lr": 0.0025, "memory": 2412, "data_time": 0.01032, "loss_cls": 0.35425, "loss_bbox": 0.47131, "loss": 0.82556, "grad_norm": 4.61986, "time": 0.13449}
{"mode": "train", "epoch": 3, "iter": 6300, "lr": 0.0025, "memory": 2412, "data_time": 0.01033, "loss_cls": 0.40638, "loss_bbox": 0.50266, "loss": 0.90904, "grad_norm": 6.85564, "time": 0.13719}
{"mode": "train", "epoch": 3, "iter": 6350, "lr": 0.0025, "memory": 2412, "data_time": 0.01746, "loss_cls": 0.37774, "loss_bbox": 0.51429, "loss": 0.89203, "grad_norm": 5.44959, "time": 0.14293}
{"mode": "train", "epoch": 3, "iter": 6400, "lr": 0.0025, "memory": 2412, "data_time": 0.00701, "loss_cls": 0.34455, "loss_bbox": 0.47419, "loss": 0.81874, "grad_norm": 4.91063, "time": 0.1274}
{"mode": "train", "epoch": 4, "iter": 50, "lr": 0.0025, "memory": 2412, "data_time": 3.1404, "loss_cls": 0.36467, "loss_bbox": 0.49218, "loss": 0.85685, "grad_norm": 5.64586, "time": 3.2666}
{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.0025, "memory": 2412, "data_time": 0.01, "loss_cls": 0.51251, "loss_bbox": 0.4831, "loss": 0.99561, "grad_norm": 5.65555, "time": 0.14287}
{"mode": "train", "epoch": 4, "iter": 150, "lr": 0.0025, "memory": 2412, "data_time": 0.01911, "loss_cls": 0.39191, "loss_bbox": 0.50009, "loss": 0.892, "grad_norm": 5.08736, "time": 0.13898}
{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.0025, "memory": 2412, "data_time": 0.00696, "loss_cls": 0.38774, "loss_bbox": 0.47989, "loss": 0.86763, "grad_norm": 5.60087, "time": 0.13528}
{"mode": "train", "epoch": 4, "iter": 250, "lr": 0.0025, "memory": 2412, "data_time": 0.01039, "loss_cls": 0.35254, "loss_bbox": 0.47559, "loss": 0.82813, "grad_norm": 4.56658, "time": 0.13515}
{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.0025, "memory": 2412, "data_time": 0.03421, "loss_cls": 0.36905, "loss_bbox": 0.43645, "loss": 0.8055, "grad_norm": 5.49533, "time": 0.16074}
{"mode": "train", "epoch": 4, "iter": 350, "lr": 0.0025, "memory": 2412, "data_time": 0.01465, "loss_cls": 0.36743, "loss_bbox": 0.44958, "loss": 0.81702, "grad_norm": 4.89116, "time": 0.13726}
{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.0025, "memory": 2412, "data_time": 0.01071, "loss_cls": 0.37128, "loss_bbox": 0.50312, "loss": 0.87441, "grad_norm": 5.07191, "time": 0.13904}
{"mode": "train", "epoch": 4, "iter": 450, "lr": 0.0025, "memory": 2412, "data_time": 0.0064, "loss_cls": 0.40759, "loss_bbox": 0.44139, "loss": 0.84898, "grad_norm": 5.08964, "time": 0.13255}
{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.0025, "memory": 2412, "data_time": 0.00865, "loss_cls": 0.40653, "loss_bbox": 0.44621, "loss": 0.85274, "grad_norm": 5.54697, "time": 0.12843}
{"mode": "train", "epoch": 4, "iter": 550, "lr": 0.0025, "memory": 2412, "data_time": 0.00755, "loss_cls": 0.41351, "loss_bbox": 0.49906, "loss": 0.91257, "grad_norm": 5.45172, "time": 0.13446}
{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.0025, "memory": 2412, "data_time": 0.00683, "loss_cls": 0.40911, "loss_bbox": 0.48412, "loss": 0.89323, "grad_norm": 6.67296, "time": 0.12488}
{"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0025, "memory": 2412, "data_time": 0.0065, "loss_cls": 0.5209, "loss_bbox": 0.52328, "loss": 1.04419, "grad_norm": 7.7403, "time": 0.12814}
{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0025, "memory": 2412, "data_time": 0.00679, "loss_cls": 0.49653, "loss_bbox": 0.58354, "loss": 1.08007, "grad_norm": 5.86616, "time": 0.13947}
{"mode": "train", "epoch": 4, "iter": 750, "lr": 0.0025, "memory": 2412, "data_time": 0.03323, "loss_cls": 0.40883, "loss_bbox": 0.49134, "loss": 0.90017, "grad_norm": 5.09167, "time": 0.15672}
{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.0025, "memory": 2412, "data_time": 0.03583, "loss_cls": 0.46398, "loss_bbox": 0.5767, "loss": 1.04068, "grad_norm": 5.06071, "time": 0.16591}
{"mode": "train", "epoch": 4, "iter": 850, "lr": 0.0025, "memory": 2412, "data_time": 0.01317, "loss_cls": 0.35217, "loss_bbox": 0.42537, "loss": 0.77754, "grad_norm": 4.12423, "time": 0.13702}
{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.0025, "memory": 2412, "data_time": 0.01386, "loss_cls": 0.34638, "loss_bbox": 0.44722, "loss": 0.7936, "grad_norm": 4.57879, "time": 0.13342}
{"mode": "train", "epoch": 4, "iter": 950, "lr": 0.0025, "memory": 2412, "data_time": 0.00999, "loss_cls": 0.31783, "loss_bbox": 0.42775, "loss": 0.74557, "grad_norm": 4.30776, "time": 0.13904}
{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.0025, "memory": 2412, "data_time": 0.01626, "loss_cls": 0.48606, "loss_bbox": 0.56195, "loss": 1.048, "grad_norm": 7.70089, "time": 0.13886}
{"mode": "train", "epoch": 4, "iter": 1050, "lr": 0.0025, "memory": 2412, "data_time": 0.01291, "loss_cls": 0.36116, "loss_bbox": 0.42883, "loss": 0.78999, "grad_norm": 4.94167, "time": 0.14366}
{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.0025, "memory": 2412, "data_time": 0.00939, "loss_cls": 0.38737, "loss_bbox": 0.52841, "loss": 0.91578, "grad_norm": 5.27721, "time": 0.13222}
{"mode": "train", "epoch": 4, "iter": 1150, "lr": 0.0025, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.33914, "loss_bbox": 0.4707, "loss": 0.80984, "grad_norm": 4.69499, "time": 0.13408}
{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.0025, "memory": 2412, "data_time": 0.01138, "loss_cls": 0.38133, "loss_bbox": 0.59827, "loss": 0.9796, "grad_norm": 5.63453, "time": 0.1311}
{"mode": "train", "epoch": 4, "iter": 1250, "lr": 0.0025, "memory": 2412, "data_time": 0.00795, "loss_cls": 0.34419, "loss_bbox": 0.47931, "loss": 0.8235, "grad_norm": 4.80296, "time": 0.13796}
{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.0025, "memory": 2412, "data_time": 0.01106, "loss_cls": 0.30674, "loss_bbox": 0.43529, "loss": 0.74203, "grad_norm": 5.56428, "time": 0.13175}
{"mode": "train", "epoch": 4, "iter": 1350, "lr": 0.0025, "memory": 2412, "data_time": 0.0058, "loss_cls": 0.33065, "loss_bbox": 0.41572, "loss": 0.74637, "grad_norm": 4.79859, "time": 0.1325}
{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.0025, "memory": 2412, "data_time": 0.00662, "loss_cls": 0.31736, "loss_bbox": 0.3894, "loss": 0.70676, "grad_norm": 4.22801, "time": 0.13357}
{"mode": "train", "epoch": 4, "iter": 1450, "lr": 0.0025, "memory": 2412, "data_time": 0.01967, "loss_cls": 0.38497, "loss_bbox": 0.45836, "loss": 0.84333, "grad_norm": 5.37246, "time": 0.14492}
{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.0025, "memory": 2412, "data_time": 0.02335, "loss_cls": 0.40401, "loss_bbox": 0.47976, "loss": 0.88376, "grad_norm": 5.26979, "time": 0.15725}
{"mode": "train", "epoch": 4, "iter": 1550, "lr": 0.0025, "memory": 2412, "data_time": 0.00912, "loss_cls": 0.40349, "loss_bbox": 0.44617, "loss": 0.84967, "grad_norm": 4.95557, "time": 0.13749}
{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.0025, "memory": 2412, "data_time": 0.0156, "loss_cls": 0.34363, "loss_bbox": 0.44804, "loss": 0.79167, "grad_norm": 4.70178, "time": 0.13866}
{"mode": "train", "epoch": 4, "iter": 1650, "lr": 0.0025, "memory": 2412, "data_time": 0.00582, "loss_cls": 0.38296, "loss_bbox": 0.46737, "loss": 0.85033, "grad_norm": 5.1894, "time": 0.13628}
{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.0025, "memory": 2412, "data_time": 0.01288, "loss_cls": 0.37703, "loss_bbox": 0.52856, "loss": 0.90559, "grad_norm": 5.95239, "time": 0.13513}
{"mode": "train", "epoch": 4, "iter": 1750, "lr": 0.0025, "memory": 2412, "data_time": 0.01825, "loss_cls": 0.33609, "loss_bbox": 0.52563, "loss": 0.86172, "grad_norm": 5.05977, "time": 0.14825}
{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.0025, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.31097, "loss_bbox": 0.48864, "loss": 0.79961, "grad_norm": 4.4283, "time": 0.12522}
{"mode": "train", "epoch": 4, "iter": 1850, "lr": 0.0025, "memory": 2412, "data_time": 0.00514, "loss_cls": 0.43664, "loss_bbox": 0.60651, "loss": 1.04316, "grad_norm": 7.37327, "time": 0.12816}
{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.0025, "memory": 2412, "data_time": 0.00662, "loss_cls": 0.33957, "loss_bbox": 0.49822, "loss": 0.8378, "grad_norm": 4.8027, "time": 0.12976}
{"mode": "train", "epoch": 4, "iter": 1950, "lr": 0.0025, "memory": 2412, "data_time": 0.009, "loss_cls": 0.34849, "loss_bbox": 0.45822, "loss": 0.80671, "grad_norm": 5.14456, "time": 0.13171}
{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.0025, "memory": 2412, "data_time": 0.00879, "loss_cls": 0.38797, "loss_bbox": 0.5239, "loss": 0.91186, "grad_norm": 5.228, "time": 0.13506}
{"mode": "train", "epoch": 4, "iter": 2050, "lr": 0.0025, "memory": 2412, "data_time": 0.00891, "loss_cls": 0.43821, "loss_bbox": 0.45656, "loss": 0.89477, "grad_norm": Infinity, "time": 0.12959}
{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.0025, "memory": 2412, "data_time": 0.01119, "loss_cls": 0.41717, "loss_bbox": 0.49241, "loss": 0.90959, "grad_norm": 5.65985, "time": 0.14896}
{"mode": "train", "epoch": 4, "iter": 2150, "lr": 0.0025, "memory": 2412, "data_time": 0.03992, "loss_cls": 0.34556, "loss_bbox": 0.49763, "loss": 0.84319, "grad_norm": 4.38715, "time": 0.16922}
{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.0025, "memory": 2412, "data_time": 0.00655, "loss_cls": 0.32935, "loss_bbox": 0.45093, "loss": 0.78029, "grad_norm": 4.96243, "time": 0.1303}
{"mode": "train", "epoch": 4, "iter": 2250, "lr": 0.0025, "memory": 2412, "data_time": 0.01575, "loss_cls": 0.37601, "loss_bbox": 0.4138, "loss": 0.78981, "grad_norm": 5.22359, "time": 0.14069}
{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.0025, "memory": 2412, "data_time": 0.00583, "loss_cls": 0.41058, "loss_bbox": 0.44399, "loss": 0.85457, "grad_norm": 5.28085, "time": 0.13082}
{"mode": "train", "epoch": 4, "iter": 2350, "lr": 0.0025, "memory": 2412, "data_time": 0.0152, "loss_cls": 0.42104, "loss_bbox": 0.54422, "loss": 0.96526, "grad_norm": 6.38324, "time": 0.14033}
{"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.0025, "memory": 2412, "data_time": 0.02026, "loss_cls": 0.29236, "loss_bbox": 0.45845, "loss": 0.75081, "grad_norm": 4.62612, "time": 0.14279}
{"mode": "train", "epoch": 4, "iter": 2450, "lr": 0.0025, "memory": 2412, "data_time": 0.01432, "loss_cls": 0.41356, "loss_bbox": 0.50741, "loss": 0.92098, "grad_norm": 5.75704, "time": 0.14248}
{"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.0025, "memory": 2412, "data_time": 0.00533, "loss_cls": 0.44342, "loss_bbox": 0.47604, "loss": 0.91947, "grad_norm": 6.16435, "time": 0.12676}
{"mode": "train", "epoch": 4, "iter": 2550, "lr": 0.0025, "memory": 2412, "data_time": 0.00594, "loss_cls": 0.45406, "loss_bbox": 0.54331, "loss": 0.99737, "grad_norm": 6.07288, "time": 0.12757}
{"mode": "train", "epoch": 4, "iter": 2600, "lr": 0.0025, "memory": 2412, "data_time": 0.00748, "loss_cls": 0.34991, "loss_bbox": 0.49371, "loss": 0.84362, "grad_norm": 5.05769, "time": 0.14243}
{"mode": "train", "epoch": 4, "iter": 2650, "lr": 0.0025, "memory": 2412, "data_time": 0.0067, "loss_cls": 0.35281, "loss_bbox": 0.49635, "loss": 0.84916, "grad_norm": 5.12615, "time": 0.12874}
{"mode": "train", "epoch": 4, "iter": 2700, "lr": 0.0025, "memory": 2412, "data_time": 0.00836, "loss_cls": 0.35187, "loss_bbox": 0.4786, "loss": 0.83047, "grad_norm": 5.06624, "time": 0.12693}
{"mode": "train", "epoch": 4, "iter": 2750, "lr": 0.0025, "memory": 2412, "data_time": 0.00741, "loss_cls": 0.40552, "loss_bbox": 0.48356, "loss": 0.88909, "grad_norm": 5.68715, "time": 0.13734}
{"mode": "train", "epoch": 4, "iter": 2800, "lr": 0.0025, "memory": 2412, "data_time": 0.03457, "loss_cls": 0.35908, "loss_bbox": 0.50953, "loss": 0.86861, "grad_norm": 5.58223, "time": 0.15785}
{"mode": "train", "epoch": 4, "iter": 2850, "lr": 0.0025, "memory": 2412, "data_time": 0.03063, "loss_cls": 0.32174, "loss_bbox": 0.49791, "loss": 0.81965, "grad_norm": 5.4461, "time": 0.15537}
{"mode": "train", "epoch": 4, "iter": 2900, "lr": 0.0025, "memory": 2412, "data_time": 0.02343, "loss_cls": 0.40692, "loss_bbox": 0.47865, "loss": 0.88556, "grad_norm": 5.23864, "time": 0.15404}
{"mode": "train", "epoch": 4, "iter": 2950, "lr": 0.0025, "memory": 2412, "data_time": 0.01268, "loss_cls": 0.42885, "loss_bbox": 0.54213, "loss": 0.97099, "grad_norm": 5.81102, "time": 0.13847}
{"mode": "train", "epoch": 4, "iter": 3000, "lr": 0.0025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.37463, "loss_bbox": 0.52144, "loss": 0.89607, "grad_norm": 4.92639, "time": 0.13368}
{"mode": "train", "epoch": 4, "iter": 3050, "lr": 0.0025, "memory": 2412, "data_time": 0.00949, "loss_cls": 0.3046, "loss_bbox": 0.43477, "loss": 0.73938, "grad_norm": 4.32371, "time": 0.13423}
{"mode": "train", "epoch": 4, "iter": 3100, "lr": 0.0025, "memory": 2412, "data_time": 0.00851, "loss_cls": 0.38404, "loss_bbox": 0.48693, "loss": 0.87096, "grad_norm": 5.02693, "time": 0.13068}
{"mode": "train", "epoch": 4, "iter": 3150, "lr": 0.0025, "memory": 2412, "data_time": 0.00619, "loss_cls": 0.31732, "loss_bbox": 0.46153, "loss": 0.77885, "grad_norm": 4.31736, "time": 0.13215}
{"mode": "train", "epoch": 4, "iter": 3200, "lr": 0.0025, "memory": 2412, "data_time": 0.00641, "loss_cls": 0.3254, "loss_bbox": 0.43029, "loss": 0.75568, "grad_norm": 4.6751, "time": 0.12562}
{"mode": "train", "epoch": 4, "iter": 3250, "lr": 0.0025, "memory": 2412, "data_time": 0.00682, "loss_cls": 0.34579, "loss_bbox": 0.4806, "loss": 0.82639, "grad_norm": 4.57359, "time": 0.13838}
{"mode": "train", "epoch": 4, "iter": 3300, "lr": 0.0025, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.28638, "loss_bbox": 0.42542, "loss": 0.7118, "grad_norm": 4.67006, "time": 0.12918}
{"mode": "train", "epoch": 4, "iter": 3350, "lr": 0.0025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.34518, "loss_bbox": 0.4753, "loss": 0.82048, "grad_norm": 5.86542, "time": 0.12967}
{"mode": "train", "epoch": 4, "iter": 3400, "lr": 0.0025, "memory": 2412, "data_time": 0.00627, "loss_cls": 0.39583, "loss_bbox": 0.48992, "loss": 0.88575, "grad_norm": 5.94282, "time": 0.13333}
{"mode": "train", "epoch": 4, "iter": 3450, "lr": 0.0025, "memory": 2412, "data_time": 0.03005, "loss_cls": 0.3506, "loss_bbox": 0.47407, "loss": 0.82467, "grad_norm": 5.50144, "time": 0.15542}
{"mode": "train", "epoch": 4, "iter": 3500, "lr": 0.0025, "memory": 2412, "data_time": 0.02259, "loss_cls": 0.35615, "loss_bbox": 0.44781, "loss": 0.80396, "grad_norm": 4.73335, "time": 0.15402}
{"mode": "train", "epoch": 4, "iter": 3550, "lr": 0.0025, "memory": 2412, "data_time": 0.00865, "loss_cls": 0.34629, "loss_bbox": 0.40826, "loss": 0.75455, "grad_norm": 5.23016, "time": 0.13121}
{"mode": "train", "epoch": 4, "iter": 3600, "lr": 0.0025, "memory": 2412, "data_time": 0.00577, "loss_cls": 0.28749, "loss_bbox": 0.46244, "loss": 0.74992, "grad_norm": 4.37775, "time": 0.12977}
{"mode": "train", "epoch": 4, "iter": 3650, "lr": 0.0025, "memory": 2412, "data_time": 0.01246, "loss_cls": 0.2875, "loss_bbox": 0.426, "loss": 0.7135, "grad_norm": 4.48684, "time": 0.13862}
{"mode": "train", "epoch": 4, "iter": 3700, "lr": 0.0025, "memory": 2412, "data_time": 0.02702, "loss_cls": 0.31691, "loss_bbox": 0.45867, "loss": 0.77557, "grad_norm": 4.36749, "time": 0.15069}
{"mode": "train", "epoch": 4, "iter": 3750, "lr": 0.0025, "memory": 2412, "data_time": 0.02892, "loss_cls": 0.27955, "loss_bbox": 0.47791, "loss": 0.75746, "grad_norm": 4.4769, "time": 0.20463}
{"mode": "train", "epoch": 4, "iter": 3800, "lr": 0.0025, "memory": 2412, "data_time": 0.00963, "loss_cls": 0.32511, "loss_bbox": 0.44057, "loss": 0.76568, "grad_norm": 4.90654, "time": 0.13643}
{"mode": "train", "epoch": 4, "iter": 3850, "lr": 0.0025, "memory": 2412, "data_time": 0.00579, "loss_cls": 0.32036, "loss_bbox": 0.47445, "loss": 0.79482, "grad_norm": 4.9318, "time": 0.14017}
{"mode": "train", "epoch": 4, "iter": 3900, "lr": 0.0025, "memory": 2412, "data_time": 0.00622, "loss_cls": 0.32459, "loss_bbox": 0.41694, "loss": 0.74153, "grad_norm": Infinity, "time": 0.13158}
{"mode": "train", "epoch": 4, "iter": 3950, "lr": 0.0025, "memory": 2412, "data_time": 0.00763, "loss_cls": 0.4034, "loss_bbox": 0.45161, "loss": 0.85501, "grad_norm": 6.21535, "time": 0.13705}
{"mode": "train", "epoch": 4, "iter": 4000, "lr": 0.0025, "memory": 2412, "data_time": 0.00939, "loss_cls": 0.39181, "loss_bbox": 0.44851, "loss": 0.84033, "grad_norm": 5.10932, "time": 0.13081}
{"mode": "train", "epoch": 4, "iter": 4050, "lr": 0.0025, "memory": 2412, "data_time": 0.00887, "loss_cls": 0.37138, "loss_bbox": 0.47088, "loss": 0.84225, "grad_norm": 5.79057, "time": 0.1313}
{"mode": "train", "epoch": 4, "iter": 4100, "lr": 0.0025, "memory": 2412, "data_time": 0.01011, "loss_cls": 0.53431, "loss_bbox": 0.50174, "loss": 1.03605, "grad_norm": 9.31928, "time": 0.13979}
{"mode": "train", "epoch": 4, "iter": 4150, "lr": 0.0025, "memory": 2412, "data_time": 0.05196, "loss_cls": 0.43094, "loss_bbox": 0.52888, "loss": 0.95982, "grad_norm": 6.14248, "time": 0.17665}
{"mode": "train", "epoch": 4, "iter": 4200, "lr": 0.0025, "memory": 2412, "data_time": 0.01516, "loss_cls": 0.35571, "loss_bbox": 0.46783, "loss": 0.82354, "grad_norm": 5.17616, "time": 0.15154}
{"mode": "train", "epoch": 4, "iter": 4250, "lr": 0.0025, "memory": 2412, "data_time": 0.01629, "loss_cls": 0.3521, "loss_bbox": 0.46114, "loss": 0.81324, "grad_norm": 5.57373, "time": 0.14233}
{"mode": "train", "epoch": 4, "iter": 4300, "lr": 0.0025, "memory": 2412, "data_time": 0.00667, "loss_cls": 0.34503, "loss_bbox": 0.50744, "loss": 0.85247, "grad_norm": 5.82916, "time": 0.12845}
{"mode": "train", "epoch": 4, "iter": 4350, "lr": 0.0025, "memory": 2412, "data_time": 0.01163, "loss_cls": 0.29762, "loss_bbox": 0.48045, "loss": 0.77807, "grad_norm": 4.36351, "time": 0.14359}
{"mode": "train", "epoch": 4, "iter": 4400, "lr": 0.0025, "memory": 2412, "data_time": 0.01139, "loss_cls": 0.31394, "loss_bbox": 0.44195, "loss": 0.75589, "grad_norm": 4.87204, "time": 0.13301}
{"mode": "train", "epoch": 4, "iter": 4450, "lr": 0.0025, "memory": 2412, "data_time": 0.01089, "loss_cls": 0.32983, "loss_bbox": 0.40953, "loss": 0.73936, "grad_norm": 4.8713, "time": 0.14267}
{"mode": "train", "epoch": 4, "iter": 4500, "lr": 0.0025, "memory": 2412, "data_time": 0.00713, "loss_cls": 0.32607, "loss_bbox": 0.48309, "loss": 0.80917, "grad_norm": 4.90587, "time": 0.13188}
{"mode": "train", "epoch": 4, "iter": 4550, "lr": 0.0025, "memory": 2412, "data_time": 0.0057, "loss_cls": 0.36541, "loss_bbox": 0.48297, "loss": 0.84838, "grad_norm": 5.82421, "time": 0.1275}
{"mode": "train", "epoch": 4, "iter": 4600, "lr": 0.0025, "memory": 2412, "data_time": 0.0229, "loss_cls": 0.33014, "loss_bbox": 0.43205, "loss": 0.76219, "grad_norm": 5.12428, "time": 0.14347}
{"mode": "train", "epoch": 4, "iter": 4650, "lr": 0.0025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.33016, "loss_bbox": 0.49752, "loss": 0.82768, "grad_norm": 5.23254, "time": 0.13717}
{"mode": "train", "epoch": 4, "iter": 4700, "lr": 0.0025, "memory": 2412, "data_time": 0.00623, "loss_cls": 0.3571, "loss_bbox": 0.48018, "loss": 0.83728, "grad_norm": 5.20887, "time": 0.13732}
{"mode": "train", "epoch": 4, "iter": 4750, "lr": 0.0025, "memory": 2412, "data_time": 0.0057, "loss_cls": 0.31948, "loss_bbox": 0.48007, "loss": 0.79955, "grad_norm": 5.00986, "time": 0.13647}
{"mode": "train", "epoch": 4, "iter": 4800, "lr": 0.0025, "memory": 2412, "data_time": 0.01113, "loss_cls": 0.46997, "loss_bbox": 0.49456, "loss": 0.96453, "grad_norm": 7.02861, "time": 0.13461}
{"mode": "train", "epoch": 4, "iter": 4850, "lr": 0.0025, "memory": 2412, "data_time": 0.04311, "loss_cls": 0.34294, "loss_bbox": 0.4756, "loss": 0.81854, "grad_norm": 4.69343, "time": 0.17328}
{"mode": "train", "epoch": 4, "iter": 4900, "lr": 0.0025, "memory": 2412, "data_time": 0.00572, "loss_cls": 0.42891, "loss_bbox": 0.46537, "loss": 0.89428, "grad_norm": 5.92704, "time": 0.12681}
{"mode": "train", "epoch": 4, "iter": 4950, "lr": 0.0025, "memory": 2412, "data_time": 0.01234, "loss_cls": 0.35717, "loss_bbox": 0.45896, "loss": 0.81613, "grad_norm": 4.4711, "time": 0.14399}
{"mode": "train", "epoch": 4, "iter": 5000, "lr": 0.0025, "memory": 2412, "data_time": 0.00605, "loss_cls": 0.38375, "loss_bbox": 0.49809, "loss": 0.88184, "grad_norm": 5.82906, "time": 0.13277}
{"mode": "train", "epoch": 4, "iter": 5050, "lr": 0.0025, "memory": 2412, "data_time": 0.01088, "loss_cls": 0.39231, "loss_bbox": 0.46781, "loss": 0.86011, "grad_norm": 4.71282, "time": 0.13867}
{"mode": "train", "epoch": 4, "iter": 5100, "lr": 0.0025, "memory": 2412, "data_time": 0.01848, "loss_cls": 0.45683, "loss_bbox": 0.40733, "loss": 0.86416, "grad_norm": Infinity, "time": 0.14089}
{"mode": "train", "epoch": 4, "iter": 5150, "lr": 0.0025, "memory": 2412, "data_time": 0.00695, "loss_cls": 0.59093, "loss_bbox": 0.48947, "loss": 1.08041, "grad_norm": 11.12748, "time": 0.14244}
{"mode": "train", "epoch": 4, "iter": 5200, "lr": 0.0025, "memory": 2412, "data_time": 0.00566, "loss_cls": 0.44117, "loss_bbox": 0.48637, "loss": 0.92754, "grad_norm": 5.99879, "time": 0.12514}
{"mode": "train", "epoch": 4, "iter": 5250, "lr": 0.0025, "memory": 2412, "data_time": 0.00804, "loss_cls": 0.33861, "loss_bbox": 0.47065, "loss": 0.80926, "grad_norm": 5.04692, "time": 0.13111}
{"mode": "train", "epoch": 4, "iter": 5300, "lr": 0.0025, "memory": 2412, "data_time": 0.01406, "loss_cls": 0.33814, "loss_bbox": 0.44007, "loss": 0.7782, "grad_norm": 4.67389, "time": 0.14753}
{"mode": "train", "epoch": 4, "iter": 5350, "lr": 0.0025, "memory": 2412, "data_time": 0.00735, "loss_cls": 0.32976, "loss_bbox": 0.47805, "loss": 0.80782, "grad_norm": 5.40347, "time": 0.13035}
{"mode": "train", "epoch": 4, "iter": 5400, "lr": 0.0025, "memory": 2412, "data_time": 0.00723, "loss_cls": 0.31046, "loss_bbox": 0.45055, "loss": 0.761, "grad_norm": 4.84925, "time": 0.13087}
{"mode": "train", "epoch": 4, "iter": 5450, "lr": 0.0025, "memory": 2412, "data_time": 0.02404, "loss_cls": 0.29718, "loss_bbox": 0.45271, "loss": 0.7499, "grad_norm": 4.88165, "time": 0.15109}
{"mode": "train", "epoch": 4, "iter": 5500, "lr": 0.0025, "memory": 2412, "data_time": 0.03716, "loss_cls": 0.30011, "loss_bbox": 0.48947, "loss": 0.78958, "grad_norm": 4.7602, "time": 0.16726}
{"mode": "train", "epoch": 4, "iter": 5550, "lr": 0.0025, "memory": 2412, "data_time": 0.00686, "loss_cls": 0.35001, "loss_bbox": 0.49964, "loss": 0.84965, "grad_norm": 5.79547, "time": 0.13145}
{"mode": "train", "epoch": 4, "iter": 5600, "lr": 0.0025, "memory": 2412, "data_time": 0.02445, "loss_cls": 0.31324, "loss_bbox": 0.41753, "loss": 0.73077, "grad_norm": 4.48998, "time": 0.15749}
{"mode": "train", "epoch": 4, "iter": 5650, "lr": 0.0025, "memory": 2412, "data_time": 0.01511, "loss_cls": 0.36991, "loss_bbox": 0.47334, "loss": 0.84324, "grad_norm": 5.76683, "time": 0.13409}
{"mode": "train", "epoch": 4, "iter": 5700, "lr": 0.0025, "memory": 2412, "data_time": 0.00982, "loss_cls": 0.29579, "loss_bbox": 0.40852, "loss": 0.70431, "grad_norm": 4.3782, "time": 0.13999}
{"mode": "train", "epoch": 4, "iter": 5750, "lr": 0.0025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.47893, "loss_bbox": 0.53289, "loss": 1.01182, "grad_norm": 7.45645, "time": 0.12977}
{"mode": "train", "epoch": 4, "iter": 5800, "lr": 0.0025, "memory": 2412, "data_time": 0.01172, "loss_cls": 0.4458, "loss_bbox": 0.49303, "loss": 0.93884, "grad_norm": 6.67354, "time": 0.14082}
{"mode": "train", "epoch": 4, "iter": 5850, "lr": 0.0025, "memory": 2412, "data_time": 0.0073, "loss_cls": 0.40946, "loss_bbox": 0.46756, "loss": 0.87701, "grad_norm": 5.65928, "time": 0.13593}
{"mode": "train", "epoch": 4, "iter": 5900, "lr": 0.0025, "memory": 2412, "data_time": 0.00549, "loss_cls": 0.35249, "loss_bbox": 0.49531, "loss": 0.84779, "grad_norm": 5.05474, "time": 0.12817}
{"mode": "train", "epoch": 4, "iter": 5950, "lr": 0.0025, "memory": 2412, "data_time": 0.00689, "loss_cls": 0.34206, "loss_bbox": 0.43335, "loss": 0.77541, "grad_norm": 4.91388, "time": 0.13163}
{"mode": "train", "epoch": 4, "iter": 6000, "lr": 0.0025, "memory": 2412, "data_time": 0.0072, "loss_cls": 0.35221, "loss_bbox": 0.42324, "loss": 0.77545, "grad_norm": 4.874, "time": 0.13069}
{"mode": "train", "epoch": 4, "iter": 6050, "lr": 0.0025, "memory": 2412, "data_time": 0.00592, "loss_cls": 0.32512, "loss_bbox": 0.42815, "loss": 0.75327, "grad_norm": 4.79288, "time": 0.12723}
{"mode": "train", "epoch": 4, "iter": 6100, "lr": 0.0025, "memory": 2412, "data_time": 0.00679, "loss_cls": 0.29358, "loss_bbox": 0.37916, "loss": 0.67275, "grad_norm": 4.46042, "time": 0.13364}
{"mode": "train", "epoch": 4, "iter": 6150, "lr": 0.0025, "memory": 2412, "data_time": 0.00661, "loss_cls": 0.41057, "loss_bbox": 0.45469, "loss": 0.86525, "grad_norm": 5.41722, "time": 0.14117}
{"mode": "train", "epoch": 4, "iter": 6200, "lr": 0.0025, "memory": 2412, "data_time": 0.03231, "loss_cls": 0.37941, "loss_bbox": 0.48208, "loss": 0.86149, "grad_norm": 5.74062, "time": 0.15702}
{"mode": "train", "epoch": 4, "iter": 6250, "lr": 0.0025, "memory": 2412, "data_time": 0.02212, "loss_cls": 0.30352, "loss_bbox": 0.41054, "loss": 0.71406, "grad_norm": 4.75514, "time": 0.14875}
{"mode": "train", "epoch": 4, "iter": 6300, "lr": 0.0025, "memory": 2412, "data_time": 0.02768, "loss_cls": 0.3483, "loss_bbox": 0.40736, "loss": 0.75566, "grad_norm": 5.16688, "time": 0.15183}
{"mode": "train", "epoch": 4, "iter": 6350, "lr": 0.0025, "memory": 2412, "data_time": 0.01262, "loss_cls": 0.34177, "loss_bbox": 0.44267, "loss": 0.78444, "grad_norm": 5.0392, "time": 0.14969}
{"mode": "train", "epoch": 4, "iter": 6400, "lr": 0.0025, "memory": 2412, "data_time": 0.0071, "loss_cls": 0.33511, "loss_bbox": 0.46704, "loss": 0.80215, "grad_norm": 4.73933, "time": 0.1288}
{"mode": "train", "epoch": 5, "iter": 50, "lr": 0.0025, "memory": 2412, "data_time": 3.16351, "loss_cls": 0.46018, "loss_bbox": 0.51634, "loss": 0.97651, "grad_norm": 6.33283, "time": 3.2932}
{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.0025, "memory": 2412, "data_time": 0.01087, "loss_cls": 0.36929, "loss_bbox": 0.48072, "loss": 0.85001, "grad_norm": 5.17616, "time": 0.14238}
{"mode": "train", "epoch": 5, "iter": 150, "lr": 0.0025, "memory": 2412, "data_time": 0.01505, "loss_cls": 0.3561, "loss_bbox": 0.40458, "loss": 0.76069, "grad_norm": 4.60524, "time": 0.13409}
{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.0025, "memory": 2412, "data_time": 0.00698, "loss_cls": 0.40171, "loss_bbox": 0.42947, "loss": 0.83119, "grad_norm": 5.29462, "time": 0.13924}
{"mode": "train", "epoch": 5, "iter": 250, "lr": 0.0025, "memory": 2412, "data_time": 0.00601, "loss_cls": 0.41093, "loss_bbox": 0.52509, "loss": 0.93602, "grad_norm": 6.33864, "time": 0.12692}
{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.0025, "memory": 2412, "data_time": 0.00637, "loss_cls": 0.37386, "loss_bbox": 0.45642, "loss": 0.83028, "grad_norm": 5.06655, "time": 0.13025}
{"mode": "train", "epoch": 5, "iter": 350, "lr": 0.0025, "memory": 2412, "data_time": 0.00678, "loss_cls": 0.33599, "loss_bbox": 0.43721, "loss": 0.7732, "grad_norm": 4.90838, "time": 0.13295}
{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.0025, "memory": 2412, "data_time": 0.00678, "loss_cls": 0.29701, "loss_bbox": 0.52371, "loss": 0.82071, "grad_norm": 4.92145, "time": 0.1341}
{"mode": "train", "epoch": 5, "iter": 450, "lr": 0.0025, "memory": 2412, "data_time": 0.01016, "loss_cls": 0.39402, "loss_bbox": 0.52792, "loss": 0.92194, "grad_norm": 6.27262, "time": 0.13017}
{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.0025, "memory": 2412, "data_time": 0.00814, "loss_cls": 0.58386, "loss_bbox": 0.48909, "loss": 1.07295, "grad_norm": 9.1728, "time": 0.13323}
{"mode": "train", "epoch": 5, "iter": 550, "lr": 0.0025, "memory": 2412, "data_time": 0.02366, "loss_cls": 0.41737, "loss_bbox": 0.47053, "loss": 0.8879, "grad_norm": 7.14935, "time": 0.15172}
{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.0025, "memory": 2412, "data_time": 0.03081, "loss_cls": 0.29771, "loss_bbox": 0.46495, "loss": 0.76266, "grad_norm": 4.77055, "time": 0.15522}
{"mode": "train", "epoch": 5, "iter": 650, "lr": 0.0025, "memory": 2412, "data_time": 0.00896, "loss_cls": 0.4411, "loss_bbox": 0.50343, "loss": 0.94453, "grad_norm": 6.53981, "time": 0.14439}
{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.0025, "memory": 2412, "data_time": 0.01511, "loss_cls": 0.40562, "loss_bbox": 0.45895, "loss": 0.86456, "grad_norm": 4.92313, "time": 0.14144}
{"mode": "train", "epoch": 5, "iter": 750, "lr": 0.0025, "memory": 2412, "data_time": 0.00772, "loss_cls": 0.33775, "loss_bbox": 0.44847, "loss": 0.78623, "grad_norm": 4.37793, "time": 0.13545}
{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.0025, "memory": 2412, "data_time": 0.01358, "loss_cls": 0.33956, "loss_bbox": 0.46967, "loss": 0.80923, "grad_norm": 4.80082, "time": 0.13598}
{"mode": "train", "epoch": 5, "iter": 850, "lr": 0.0025, "memory": 2412, "data_time": 0.02401, "loss_cls": 0.31295, "loss_bbox": 0.40556, "loss": 0.71851, "grad_norm": 4.2859, "time": 0.15081}
{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.0025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.33179, "loss_bbox": 0.41627, "loss": 0.74807, "grad_norm": 5.21149, "time": 0.12736}
{"mode": "train", "epoch": 5, "iter": 950, "lr": 0.0025, "memory": 2412, "data_time": 0.00712, "loss_cls": 0.38916, "loss_bbox": 0.46154, "loss": 0.8507, "grad_norm": 6.22108, "time": 0.12764}
{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.0025, "memory": 2412, "data_time": 0.00648, "loss_cls": 0.37575, "loss_bbox": 0.46682, "loss": 0.84257, "grad_norm": 5.36511, "time": 0.13475}
{"mode": "train", "epoch": 5, "iter": 1050, "lr": 0.0025, "memory": 2412, "data_time": 0.00524, "loss_cls": 0.27375, "loss_bbox": 0.4364, "loss": 0.71015, "grad_norm": 4.67453, "time": 0.13022}
{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.0025, "memory": 2412, "data_time": 0.01012, "loss_cls": 0.29741, "loss_bbox": 0.47371, "loss": 0.77111, "grad_norm": 5.89594, "time": 0.13021}
{"mode": "train", "epoch": 5, "iter": 1150, "lr": 0.0025, "memory": 2412, "data_time": 0.00754, "loss_cls": 0.33787, "loss_bbox": 0.45998, "loss": 0.79784, "grad_norm": 4.99559, "time": 0.13419}
{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.0025, "memory": 2412, "data_time": 0.05164, "loss_cls": 0.39552, "loss_bbox": 0.44198, "loss": 0.8375, "grad_norm": 5.63856, "time": 0.18175}
{"mode": "train", "epoch": 5, "iter": 1250, "lr": 0.0025, "memory": 2412, "data_time": 0.02072, "loss_cls": 0.3857, "loss_bbox": 0.49115, "loss": 0.87686, "grad_norm": 5.29555, "time": 0.14594}
{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.0025, "memory": 2412, "data_time": 0.00888, "loss_cls": 0.28724, "loss_bbox": 0.38711, "loss": 0.67435, "grad_norm": 3.81298, "time": 0.13378}
{"mode": "train", "epoch": 5, "iter": 1350, "lr": 0.0025, "memory": 2412, "data_time": 0.01393, "loss_cls": 0.3495, "loss_bbox": 0.44136, "loss": 0.79086, "grad_norm": 4.7373, "time": 0.14355}
{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.0025, "memory": 2412, "data_time": 0.01906, "loss_cls": 0.37684, "loss_bbox": 0.46055, "loss": 0.83739, "grad_norm": 5.67221, "time": 0.13985}
{"mode": "train", "epoch": 5, "iter": 1450, "lr": 0.0025, "memory": 2412, "data_time": 0.01397, "loss_cls": 0.47451, "loss_bbox": 0.44668, "loss": 0.92119, "grad_norm": 6.17572, "time": 0.13749}
{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.0025, "memory": 2412, "data_time": 0.00718, "loss_cls": 0.33286, "loss_bbox": 0.38705, "loss": 0.71991, "grad_norm": 4.18832, "time": 0.14006}
{"mode": "train", "epoch": 5, "iter": 1550, "lr": 0.0025, "memory": 2412, "data_time": 0.00569, "loss_cls": 0.32644, "loss_bbox": 0.41388, "loss": 0.74032, "grad_norm": 4.30929, "time": 0.13724}
{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.0025, "memory": 2412, "data_time": 0.00611, "loss_cls": 0.42506, "loss_bbox": 0.45889, "loss": 0.88395, "grad_norm": 6.07344, "time": 0.13984}
{"mode": "train", "epoch": 5, "iter": 1650, "lr": 0.0025, "memory": 2412, "data_time": 0.00603, "loss_cls": 0.32012, "loss_bbox": 0.46456, "loss": 0.78468, "grad_norm": 4.29145, "time": 0.13479}
{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.0025, "memory": 2412, "data_time": 0.00571, "loss_cls": 0.35385, "loss_bbox": 0.47987, "loss": 0.83373, "grad_norm": 4.6209, "time": 0.12972}
{"mode": "train", "epoch": 5, "iter": 1750, "lr": 0.0025, "memory": 2412, "data_time": 0.00551, "loss_cls": 0.3257, "loss_bbox": 0.42781, "loss": 0.75351, "grad_norm": 4.53639, "time": 0.1282}
{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.0025, "memory": 2412, "data_time": 0.01061, "loss_cls": 0.34883, "loss_bbox": 0.45608, "loss": 0.80491, "grad_norm": 5.35666, "time": 0.13343}
{"mode": "train", "epoch": 5, "iter": 1850, "lr": 0.0025, "memory": 2412, "data_time": 0.04769, "loss_cls": 0.32978, "loss_bbox": 0.44399, "loss": 0.77376, "grad_norm": 5.06144, "time": 0.16932}
{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.0025, "memory": 2412, "data_time": 0.01187, "loss_cls": 0.28483, "loss_bbox": 0.40723, "loss": 0.69206, "grad_norm": 4.8055, "time": 0.13454}
{"mode": "train", "epoch": 5, "iter": 1950, "lr": 0.0025, "memory": 2412, "data_time": 0.02173, "loss_cls": 0.38438, "loss_bbox": 0.50173, "loss": 0.88611, "grad_norm": 5.83386, "time": 0.14226}
{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.0025, "memory": 2412, "data_time": 0.00839, "loss_cls": 0.37945, "loss_bbox": 0.46174, "loss": 0.84119, "grad_norm": 5.73244, "time": 0.12731}
{"mode": "train", "epoch": 5, "iter": 2050, "lr": 0.0025, "memory": 2412, "data_time": 0.01184, "loss_cls": 0.31079, "loss_bbox": 0.44149, "loss": 0.75228, "grad_norm": 4.08382, "time": 0.13594}
{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.0025, "memory": 2412, "data_time": 0.00552, "loss_cls": 0.27227, "loss_bbox": 0.42951, "loss": 0.70178, "grad_norm": 4.03237, "time": 0.12918}
{"mode": "train", "epoch": 5, "iter": 2150, "lr": 0.0025, "memory": 2412, "data_time": 0.01075, "loss_cls": 0.2896, "loss_bbox": 0.39125, "loss": 0.68085, "grad_norm": 4.32215, "time": 0.14606}
{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.0025, "memory": 2412, "data_time": 0.02105, "loss_cls": 0.33223, "loss_bbox": 0.43478, "loss": 0.76701, "grad_norm": 4.83779, "time": 0.14074}
{"mode": "train", "epoch": 5, "iter": 2250, "lr": 0.0025, "memory": 2412, "data_time": 0.014, "loss_cls": 0.30674, "loss_bbox": 0.39374, "loss": 0.70048, "grad_norm": 4.5382, "time": 0.13521}
{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.0025, "memory": 2412, "data_time": 0.00641, "loss_cls": 0.34076, "loss_bbox": 0.4533, "loss": 0.79406, "grad_norm": 4.78544, "time": 0.13725}
{"mode": "train", "epoch": 5, "iter": 2350, "lr": 0.0025, "memory": 2412, "data_time": 0.00777, "loss_cls": 0.31067, "loss_bbox": 0.47008, "loss": 0.78076, "grad_norm": 6.07414, "time": 0.12929}
{"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.0025, "memory": 2412, "data_time": 0.00621, "loss_cls": 0.33564, "loss_bbox": 0.42081, "loss": 0.75645, "grad_norm": 5.20957, "time": 0.12484}
{"mode": "train", "epoch": 5, "iter": 2450, "lr": 0.0025, "memory": 2412, "data_time": 0.00664, "loss_cls": 0.33944, "loss_bbox": 0.42453, "loss": 0.76397, "grad_norm": 4.78077, "time": 0.13778}
{"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.0025, "memory": 2412, "data_time": 0.01498, "loss_cls": 0.31524, "loss_bbox": 0.37624, "loss": 0.69148, "grad_norm": 4.42392, "time": 0.13829}
{"mode": "train", "epoch": 5, "iter": 2550, "lr": 0.0025, "memory": 2412, "data_time": 0.03024, "loss_cls": 0.29784, "loss_bbox": 0.3899, "loss": 0.68774, "grad_norm": 4.791, "time": 0.1632}
{"mode": "train", "epoch": 5, "iter": 2600, "lr": 0.0025, "memory": 2412, "data_time": 0.00728, "loss_cls": 0.3209, "loss_bbox": 0.39556, "loss": 0.71646, "grad_norm": 5.11849, "time": 0.13354}
{"mode": "train", "epoch": 5, "iter": 2650, "lr": 0.0025, "memory": 2412, "data_time": 0.01258, "loss_cls": 0.31258, "loss_bbox": 0.42735, "loss": 0.73993, "grad_norm": 4.67364, "time": 0.13778}
{"mode": "train", "epoch": 5, "iter": 2700, "lr": 0.0025, "memory": 2412, "data_time": 0.00914, "loss_cls": 0.32895, "loss_bbox": 0.46171, "loss": 0.79065, "grad_norm": 4.97682, "time": 0.14406}
{"mode": "train", "epoch": 5, "iter": 2750, "lr": 0.0025, "memory": 2412, "data_time": 0.01218, "loss_cls": 0.31047, "loss_bbox": 0.41469, "loss": 0.72516, "grad_norm": 4.85518, "time": 0.13565}
{"mode": "train", "epoch": 5, "iter": 2800, "lr": 0.0025, "memory": 2412, "data_time": 0.0063, "loss_cls": 0.31903, "loss_bbox": 0.44259, "loss": 0.76162, "grad_norm": 5.67984, "time": 0.14069}
{"mode": "train", "epoch": 5, "iter": 2850, "lr": 0.0025, "memory": 2412, "data_time": 0.00632, "loss_cls": 0.34745, "loss_bbox": 0.41549, "loss": 0.76294, "grad_norm": 4.81053, "time": 0.12913}
{"mode": "train", "epoch": 5, "iter": 2900, "lr": 0.0025, "memory": 2412, "data_time": 0.00697, "loss_cls": 0.30613, "loss_bbox": 0.42324, "loss": 0.72937, "grad_norm": 4.88893, "time": 0.12912}
{"mode": "train", "epoch": 5, "iter": 2950, "lr": 0.0025, "memory": 2412, "data_time": 0.00707, "loss_cls": 0.33343, "loss_bbox": 0.439, "loss": 0.77243, "grad_norm": Infinity, "time": 0.13644}
{"mode": "train", "epoch": 5, "iter": 3000, "lr": 0.0025, "memory": 2412, "data_time": 0.00769, "loss_cls": 0.37749, "loss_bbox": 0.40667, "loss": 0.78416, "grad_norm": 4.66236, "time": 0.13053}
{"mode": "train", "epoch": 5, "iter": 3050, "lr": 0.0025, "memory": 2412, "data_time": 0.00769, "loss_cls": 0.31436, "loss_bbox": 0.41752, "loss": 0.73188, "grad_norm": 4.75724, "time": 0.13144}
{"mode": "train", "epoch": 5, "iter": 3100, "lr": 0.0025, "memory": 2412, "data_time": 0.00854, "loss_cls": 0.35737, "loss_bbox": 0.45266, "loss": 0.81003, "grad_norm": 5.89806, "time": 0.13857}
{"mode": "train", "epoch": 5, "iter": 3150, "lr": 0.0025, "memory": 2412, "data_time": 0.02315, "loss_cls": 0.36953, "loss_bbox": 0.53628, "loss": 0.90582, "grad_norm": 6.29032, "time": 0.14841}
{"mode": "train", "epoch": 5, "iter": 3200, "lr": 0.0025, "memory": 2412, "data_time": 0.02004, "loss_cls": 0.42097, "loss_bbox": 0.48657, "loss": 0.90754, "grad_norm": 5.97015, "time": 0.14709}
{"mode": "train", "epoch": 5, "iter": 3250, "lr": 0.0025, "memory": 2412, "data_time": 0.0096, "loss_cls": 0.28788, "loss_bbox": 0.44343, "loss": 0.73132, "grad_norm": 4.52878, "time": 0.13383}
{"mode": "train", "epoch": 5, "iter": 3300, "lr": 0.0025, "memory": 2412, "data_time": 0.00922, "loss_cls": 0.36096, "loss_bbox": 0.47105, "loss": 0.83201, "grad_norm": 5.68035, "time": 0.13357}
{"mode": "train", "epoch": 5, "iter": 3350, "lr": 0.0025, "memory": 2412, "data_time": 0.00729, "loss_cls": 0.25586, "loss_bbox": 0.41024, "loss": 0.6661, "grad_norm": 6.05048, "time": 0.14555}
{"mode": "train", "epoch": 5, "iter": 3400, "lr": 0.0025, "memory": 2412, "data_time": 0.01218, "loss_cls": 0.31324, "loss_bbox": 0.45592, "loss": 0.76916, "grad_norm": 4.52549, "time": 0.13599}
{"mode": "train", "epoch": 5, "iter": 3450, "lr": 0.0025, "memory": 2412, "data_time": 0.00949, "loss_cls": 0.30614, "loss_bbox": 0.41311, "loss": 0.71926, "grad_norm": 4.74386, "time": 0.13669}
{"mode": "train", "epoch": 5, "iter": 3500, "lr": 0.0025, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.30953, "loss_bbox": 0.45624, "loss": 0.76578, "grad_norm": 5.18061, "time": 0.12883}
{"mode": "train", "epoch": 5, "iter": 3550, "lr": 0.0025, "memory": 2412, "data_time": 0.008, "loss_cls": 0.37671, "loss_bbox": 0.42599, "loss": 0.8027, "grad_norm": 5.84435, "time": 0.13603}
{"mode": "train", "epoch": 5, "iter": 3600, "lr": 0.0025, "memory": 2412, "data_time": 0.00756, "loss_cls": 0.28892, "loss_bbox": 0.41989, "loss": 0.70882, "grad_norm": 4.94931, "time": 0.13725}
{"mode": "train", "epoch": 5, "iter": 3650, "lr": 0.0025, "memory": 2412, "data_time": 0.00676, "loss_cls": 0.29186, "loss_bbox": 0.4523, "loss": 0.74416, "grad_norm": 4.71351, "time": 0.12926}
{"mode": "train", "epoch": 5, "iter": 3700, "lr": 0.0025, "memory": 2412, "data_time": 0.00654, "loss_cls": 0.29621, "loss_bbox": 0.46896, "loss": 0.76517, "grad_norm": 5.47141, "time": 0.13309}
{"mode": "train", "epoch": 5, "iter": 3750, "lr": 0.0025, "memory": 2412, "data_time": 0.00736, "loss_cls": 0.39503, "loss_bbox": 0.44376, "loss": 0.83879, "grad_norm": 5.60822, "time": 0.13598}
{"mode": "train", "epoch": 5, "iter": 3800, "lr": 0.0025, "memory": 2412, "data_time": 0.02874, "loss_cls": 0.36836, "loss_bbox": 0.49734, "loss": 0.8657, "grad_norm": 5.738, "time": 0.15264}
{"mode": "train", "epoch": 5, "iter": 3850, "lr": 0.0025, "memory": 2412, "data_time": 0.01966, "loss_cls": 0.36311, "loss_bbox": 0.42722, "loss": 0.79033, "grad_norm": 5.4486, "time": 0.14576}
{"mode": "train", "epoch": 5, "iter": 3900, "lr": 0.0025, "memory": 2412, "data_time": 0.00701, "loss_cls": 0.34599, "loss_bbox": 0.40781, "loss": 0.75379, "grad_norm": 5.43848, "time": 0.13004}
{"mode": "train", "epoch": 5, "iter": 3950, "lr": 0.0025, "memory": 2412, "data_time": 0.01315, "loss_cls": 0.28566, "loss_bbox": 0.41343, "loss": 0.69908, "grad_norm": 4.33037, "time": 0.14245}
{"mode": "train", "epoch": 5, "iter": 4000, "lr": 0.0025, "memory": 2412, "data_time": 0.00887, "loss_cls": 0.28564, "loss_bbox": 0.40932, "loss": 0.69496, "grad_norm": 4.42135, "time": 0.13342}
{"mode": "train", "epoch": 5, "iter": 4050, "lr": 0.0025, "memory": 2412, "data_time": 0.01127, "loss_cls": 0.29108, "loss_bbox": 0.45053, "loss": 0.74162, "grad_norm": 4.46693, "time": 0.13762}
{"mode": "train", "epoch": 5, "iter": 4100, "lr": 0.0025, "memory": 2412, "data_time": 0.00955, "loss_cls": 0.33149, "loss_bbox": 0.42816, "loss": 0.75965, "grad_norm": 5.45026, "time": 0.13868}
{"mode": "train", "epoch": 5, "iter": 4150, "lr": 0.0025, "memory": 2412, "data_time": 0.00776, "loss_cls": 0.31864, "loss_bbox": 0.42151, "loss": 0.74014, "grad_norm": 4.18437, "time": 0.13267}
{"mode": "train", "epoch": 5, "iter": 4200, "lr": 0.0025, "memory": 2412, "data_time": 0.00559, "loss_cls": 0.36726, "loss_bbox": 0.4704, "loss": 0.83766, "grad_norm": 5.23701, "time": 0.13659}
{"mode": "train", "epoch": 5, "iter": 4250, "lr": 0.0025, "memory": 2412, "data_time": 0.0049, "loss_cls": 0.30002, "loss_bbox": 0.42475, "loss": 0.72477, "grad_norm": 4.52604, "time": 0.12676}
{"mode": "train", "epoch": 5, "iter": 4300, "lr": 0.0025, "memory": 2412, "data_time": 0.00569, "loss_cls": 0.38771, "loss_bbox": 0.47962, "loss": 0.86734, "grad_norm": 6.5006, "time": 0.12893}
{"mode": "train", "epoch": 5, "iter": 4350, "lr": 0.0025, "memory": 2412, "data_time": 0.00663, "loss_cls": 0.30513, "loss_bbox": 0.41897, "loss": 0.72411, "grad_norm": 4.34284, "time": 0.14107}
{"mode": "train", "epoch": 5, "iter": 4400, "lr": 0.0025, "memory": 2412, "data_time": 0.00505, "loss_cls": 0.30402, "loss_bbox": 0.41751, "loss": 0.72153, "grad_norm": 4.58887, "time": 0.12674}
{"mode": "train", "epoch": 5, "iter": 4450, "lr": 0.0025, "memory": 2412, "data_time": 0.00837, "loss_cls": 0.25239, "loss_bbox": 0.38192, "loss": 0.6343, "grad_norm": 3.68292, "time": 0.13164}
{"mode": "train", "epoch": 5, "iter": 4500, "lr": 0.0025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.31859, "loss_bbox": 0.47584, "loss": 0.79443, "grad_norm": 5.16229, "time": 0.13967}
{"mode": "train", "epoch": 5, "iter": 4550, "lr": 0.0025, "memory": 2412, "data_time": 0.031, "loss_cls": 0.3087, "loss_bbox": 0.47509, "loss": 0.78379, "grad_norm": 5.71331, "time": 0.15562}
{"mode": "train", "epoch": 5, "iter": 4600, "lr": 0.0025, "memory": 2412, "data_time": 0.01935, "loss_cls": 0.36693, "loss_bbox": 0.47856, "loss": 0.84549, "grad_norm": 5.48395, "time": 0.14808}
{"mode": "train", "epoch": 5, "iter": 4650, "lr": 0.0025, "memory": 2412, "data_time": 0.00788, "loss_cls": 0.27784, "loss_bbox": 0.43535, "loss": 0.71319, "grad_norm": 5.06241, "time": 0.13504}
{"mode": "train", "epoch": 5, "iter": 4700, "lr": 0.0025, "memory": 2412, "data_time": 0.00659, "loss_cls": 0.28888, "loss_bbox": 0.41169, "loss": 0.70058, "grad_norm": 4.62753, "time": 0.13102}
{"mode": "train", "epoch": 5, "iter": 4750, "lr": 0.0025, "memory": 2412, "data_time": 0.00581, "loss_cls": 0.29688, "loss_bbox": 0.43247, "loss": 0.72935, "grad_norm": 4.9459, "time": 0.14045}
{"mode": "train", "epoch": 5, "iter": 4800, "lr": 0.0025, "memory": 2412, "data_time": 0.00657, "loss_cls": 0.32508, "loss_bbox": 0.52358, "loss": 0.84866, "grad_norm": 5.6339, "time": 0.12898}
{"mode": "train", "epoch": 5, "iter": 4850, "lr": 0.0025, "memory": 2412, "data_time": 0.01302, "loss_cls": 0.33895, "loss_bbox": 0.48739, "loss": 0.82634, "grad_norm": 5.63016, "time": 0.13732}
{"mode": "train", "epoch": 5, "iter": 4900, "lr": 0.0025, "memory": 2412, "data_time": 0.0064, "loss_cls": 0.35241, "loss_bbox": 0.47999, "loss": 0.8324, "grad_norm": 5.15698, "time": 0.14298}
{"mode": "train", "epoch": 5, "iter": 4950, "lr": 0.0025, "memory": 2412, "data_time": 0.00631, "loss_cls": 0.31309, "loss_bbox": 0.45052, "loss": 0.76361, "grad_norm": 5.68243, "time": 0.12749}
{"mode": "train", "epoch": 5, "iter": 5000, "lr": 0.0025, "memory": 2412, "data_time": 0.0056, "loss_cls": 0.28465, "loss_bbox": 0.40393, "loss": 0.68857, "grad_norm": 4.57048, "time": 0.127}
{"mode": "train", "epoch": 5, "iter": 5050, "lr": 0.0025, "memory": 2412, "data_time": 0.00635, "loss_cls": 0.28943, "loss_bbox": 0.49638, "loss": 0.78581, "grad_norm": 5.25462, "time": 0.12897}
{"mode": "train", "epoch": 5, "iter": 5100, "lr": 0.0025, "memory": 2412, "data_time": 0.00789, "loss_cls": 0.29283, "loss_bbox": 0.42344, "loss": 0.71627, "grad_norm": 4.5309, "time": 0.14487}
{"mode": "train", "epoch": 5, "iter": 5150, "lr": 0.0025, "memory": 2412, "data_time": 0.00629, "loss_cls": 0.34526, "loss_bbox": 0.4482, "loss": 0.79347, "grad_norm": 6.31392, "time": 0.12888}
{"mode": "train", "epoch": 5, "iter": 5200, "lr": 0.0025, "memory": 2412, "data_time": 0.00681, "loss_cls": 0.27217, "loss_bbox": 0.46163, "loss": 0.73381, "grad_norm": 4.95328, "time": 0.13526}
{"mode": "train", "epoch": 5, "iter": 5250, "lr": 0.0025, "memory": 2412, "data_time": 0.01437, "loss_cls": 0.40164, "loss_bbox": 0.48873, "loss": 0.89038, "grad_norm": 6.03697, "time": 0.13485}
{"mode": "train", "epoch": 5, "iter": 5300, "lr": 0.0025, "memory": 2412, "data_time": 0.01247, "loss_cls": 0.33112, "loss_bbox": 0.42701, "loss": 0.75814, "grad_norm": 4.61887, "time": 0.13782}
{"mode": "train", "epoch": 5, "iter": 5350, "lr": 0.0025, "memory": 2412, "data_time": 0.01212, "loss_cls": 0.34989, "loss_bbox": 0.45479, "loss": 0.80468, "grad_norm": 4.88553, "time": 0.14011}
{"mode": "train", "epoch": 5, "iter": 5400, "lr": 0.0025, "memory": 2412, "data_time": 0.00644, "loss_cls": 0.38053, "loss_bbox": 0.43381, "loss": 0.81435, "grad_norm": 5.00152, "time": 0.12953}
{"mode": "train", "epoch": 5, "iter": 5450, "lr": 0.0025, "memory": 2412, "data_time": 0.02629, "loss_cls": 0.32401, "loss_bbox": 0.41076, "loss": 0.73478, "grad_norm": 4.74348, "time": 0.26648}
{"mode": "train", "epoch": 5, "iter": 5500, "lr": 0.0025, "memory": 2412, "data_time": 0.00955, "loss_cls": 0.42648, "loss_bbox": 0.42392, "loss": 0.8504, "grad_norm": Infinity, "time": 0.12878}
{"mode": "train", "epoch": 5, "iter": 5550, "lr": 0.0025, "memory": 2412, "data_time": 0.00908, "loss_cls": 0.4561, "loss_bbox": 0.48529, "loss": 0.94138, "grad_norm": 7.47212, "time": 0.13823}
{"mode": "train", "epoch": 5, "iter": 5600, "lr": 0.0025, "memory": 2412, "data_time": 0.00563, "loss_cls": 0.31923, "loss_bbox": 0.4683, "loss": 0.78753, "grad_norm": 4.79645, "time": 0.13057}
{"mode": "train", "epoch": 5, "iter": 5650, "lr": 0.0025, "memory": 2412, "data_time": 0.0066, "loss_cls": 0.30126, "loss_bbox": 0.40399, "loss": 0.70525, "grad_norm": 4.69533, "time": 0.13246}
{"mode": "train", "epoch": 5, "iter": 5700, "lr": 0.0025, "memory": 2412, "data_time": 0.02281, "loss_cls": 0.32301, "loss_bbox": 0.40765, "loss": 0.73065, "grad_norm": 4.69964, "time": 0.15016}
{"mode": "train", "epoch": 5, "iter": 5750, "lr": 0.0025, "memory": 2412, "data_time": 0.00708, "loss_cls": 0.36009, "loss_bbox": 0.39443, "loss": 0.75453, "grad_norm": 4.65911, "time": 0.13448}
{"mode": "train", "epoch": 5, "iter": 5800, "lr": 0.0025, "memory": 2412, "data_time": 0.00649, "loss_cls": 0.27623, "loss_bbox": 0.38314, "loss": 0.65937, "grad_norm": 3.89641, "time": 0.13362}
{"mode": "train", "epoch": 5, "iter": 5850, "lr": 0.0025, "memory": 2412, "data_time": 0.00693, "loss_cls": 0.28379, "loss_bbox": 0.39274, "loss": 0.67654, "grad_norm": 3.96215, "time": 0.13442}
{"mode": "train", "epoch": 5, "iter": 5900, "lr": 0.0025, "memory": 2412, "data_time": 0.025, "loss_cls": 0.40255, "loss_bbox": 0.41915, "loss": 0.82171, "grad_norm": 6.00248, "time": 0.15217}
{"mode": "train", "epoch": 5, "iter": 5950, "lr": 0.0025, "memory": 2412, "data_time": 0.00688, "loss_cls": 0.36459, "loss_bbox": 0.50025, "loss": 0.86484, "grad_norm": 5.73823, "time": 0.13493}
{"mode": "train", "epoch": 5, "iter": 6000, "lr": 0.0025, "memory": 2412, "data_time": 0.00629, "loss_cls": 0.32251, "loss_bbox": 0.42672, "loss": 0.74923, "grad_norm": 5.10267, "time": 0.12852}
{"mode": "train", "epoch": 5, "iter": 6050, "lr": 0.0025, "memory": 2412, "data_time": 0.0074, "loss_cls": 0.30268, "loss_bbox": 0.42016, "loss": 0.72284, "grad_norm": 4.3432, "time": 0.13126}
{"mode": "train", "epoch": 5, "iter": 6100, "lr": 0.0025, "memory": 2412, "data_time": 0.00584, "loss_cls": 0.34982, "loss_bbox": 0.45483, "loss": 0.80465, "grad_norm": 5.11732, "time": 0.13147}
{"mode": "train", "epoch": 5, "iter": 6150, "lr": 0.0025, "memory": 2412, "data_time": 0.0098, "loss_cls": 0.36567, "loss_bbox": 0.45334, "loss": 0.81901, "grad_norm": 5.30747, "time": 0.13286}
{"mode": "train", "epoch": 5, "iter": 6200, "lr": 0.0025, "memory": 2412, "data_time": 0.01074, "loss_cls": 0.30554, "loss_bbox": 0.42953, "loss": 0.73507, "grad_norm": 4.682, "time": 0.13155}
{"mode": "train", "epoch": 5, "iter": 6250, "lr": 0.0025, "memory": 2412, "data_time": 0.01078, "loss_cls": 0.26915, "loss_bbox": 0.4291, "loss": 0.69825, "grad_norm": 4.42008, "time": 0.13733}
{"mode": "train", "epoch": 5, "iter": 6300, "lr": 0.0025, "memory": 2412, "data_time": 0.00699, "loss_cls": 0.3516, "loss_bbox": 0.44831, "loss": 0.79991, "grad_norm": 6.8153, "time": 0.13014}
{"mode": "train", "epoch": 5, "iter": 6350, "lr": 0.0025, "memory": 2412, "data_time": 0.01263, "loss_cls": 0.3285, "loss_bbox": 0.51972, "loss": 0.84822, "grad_norm": 4.78074, "time": 0.13637}
{"mode": "train", "epoch": 5, "iter": 6400, "lr": 0.0025, "memory": 2412, "data_time": 0.01473, "loss_cls": 0.29263, "loss_bbox": 0.45361, "loss": 0.74624, "grad_norm": 4.54546, "time": 0.13964}
{"mode": "train", "epoch": 6, "iter": 50, "lr": 0.0025, "memory": 2412, "data_time": 3.01969, "loss_cls": 0.29628, "loss_bbox": 0.4349, "loss": 0.73118, "grad_norm": 5.26193, "time": 3.14367}
{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.0025, "memory": 2412, "data_time": 0.00748, "loss_cls": 0.33957, "loss_bbox": 0.49732, "loss": 0.83689, "grad_norm": 5.88567, "time": 0.1382}
{"mode": "train", "epoch": 6, "iter": 150, "lr": 0.0025, "memory": 2412, "data_time": 0.01855, "loss_cls": 0.25991, "loss_bbox": 0.44879, "loss": 0.70871, "grad_norm": 4.89832, "time": 0.13986}
{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.0025, "memory": 2412, "data_time": 0.00682, "loss_cls": 0.24468, "loss_bbox": 0.39789, "loss": 0.64257, "grad_norm": 3.99396, "time": 0.13327}
{"mode": "train", "epoch": 6, "iter": 250, "lr": 0.0025, "memory": 2412, "data_time": 0.00688, "loss_cls": 0.39748, "loss_bbox": 0.4438, "loss": 0.84127, "grad_norm": 5.72226, "time": 0.13557}
{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.0025, "memory": 2412, "data_time": 0.00657, "loss_cls": 0.35526, "loss_bbox": 0.42955, "loss": 0.78481, "grad_norm": 4.9264, "time": 0.13552}
{"mode": "train", "epoch": 6, "iter": 350, "lr": 0.0025, "memory": 2412, "data_time": 0.00537, "loss_cls": 0.26925, "loss_bbox": 0.39283, "loss": 0.66209, "grad_norm": 4.32289, "time": 0.12629}
{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.0025, "memory": 2412, "data_time": 0.02408, "loss_cls": 0.32869, "loss_bbox": 0.39794, "loss": 0.72663, "grad_norm": 5.07418, "time": 0.14555}
{"mode": "train", "epoch": 6, "iter": 450, "lr": 0.0025, "memory": 2412, "data_time": 0.0072, "loss_cls": 0.32693, "loss_bbox": 0.43455, "loss": 0.76148, "grad_norm": 5.05373, "time": 0.1381}
{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.0025, "memory": 2412, "data_time": 0.00804, "loss_cls": 0.43889, "loss_bbox": 0.39859, "loss": 0.83748, "grad_norm": 5.79901, "time": 0.13139}
{"mode": "train", "epoch": 6, "iter": 550, "lr": 0.0025, "memory": 2412, "data_time": 0.00571, "loss_cls": 0.35872, "loss_bbox": 0.44298, "loss": 0.8017, "grad_norm": 4.38439, "time": 0.12842}
{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.0025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.34669, "loss_bbox": 0.45036, "loss": 0.79705, "grad_norm": 5.62238, "time": 0.13366}
{"mode": "train", "epoch": 6, "iter": 650, "lr": 0.0025, "memory": 2412, "data_time": 0.00599, "loss_cls": 0.29461, "loss_bbox": 0.4278, "loss": 0.7224, "grad_norm": 4.41203, "time": 0.12629}
{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.0025, "memory": 2412, "data_time": 0.00777, "loss_cls": 0.35256, "loss_bbox": 0.43257, "loss": 0.78513, "grad_norm": 6.03968, "time": 0.12839}
{"mode": "train", "epoch": 6, "iter": 750, "lr": 0.0025, "memory": 2412, "data_time": 0.00583, "loss_cls": 0.2864, "loss_bbox": 0.45245, "loss": 0.73884, "grad_norm": 4.32409, "time": 0.1287}
{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.0025, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.31558, "loss_bbox": 0.46382, "loss": 0.7794, "grad_norm": 4.35485, "time": 0.13172}
{"mode": "train", "epoch": 6, "iter": 850, "lr": 0.0025, "memory": 2412, "data_time": 0.01837, "loss_cls": 0.37564, "loss_bbox": 0.42924, "loss": 0.80488, "grad_norm": 5.69035, "time": 0.14712}
{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.0025, "memory": 2412, "data_time": 0.02593, "loss_cls": 0.37411, "loss_bbox": 0.43899, "loss": 0.81311, "grad_norm": 5.07168, "time": 0.14958}
{"mode": "train", "epoch": 6, "iter": 950, "lr": 0.0025, "memory": 2412, "data_time": 0.02114, "loss_cls": 0.30543, "loss_bbox": 0.36038, "loss": 0.66581, "grad_norm": 4.14153, "time": 0.14518}
{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.0025, "memory": 2412, "data_time": 0.00801, "loss_cls": 0.3889, "loss_bbox": 0.44917, "loss": 0.83807, "grad_norm": 4.89389, "time": 0.12804}
{"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.0025, "memory": 2412, "data_time": 0.00588, "loss_cls": 0.32262, "loss_bbox": 0.39051, "loss": 0.71314, "grad_norm": 4.62746, "time": 0.12935}
{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.0025, "memory": 2412, "data_time": 0.00676, "loss_cls": 0.27771, "loss_bbox": 0.40171, "loss": 0.67943, "grad_norm": 4.08246, "time": 0.12924}
{"mode": "train", "epoch": 6, "iter": 1150, "lr": 0.0025, "memory": 2412, "data_time": 0.01087, "loss_cls": 0.28869, "loss_bbox": 0.40899, "loss": 0.69768, "grad_norm": 4.41024, "time": 0.13512}
{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0025, "memory": 2412, "data_time": 0.00991, "loss_cls": 0.33709, "loss_bbox": 0.39567, "loss": 0.73276, "grad_norm": 6.09028, "time": 0.13338}
{"mode": "train", "epoch": 6, "iter": 1250, "lr": 0.0025, "memory": 2412, "data_time": 0.00657, "loss_cls": 0.30702, "loss_bbox": 0.4005, "loss": 0.70751, "grad_norm": 4.21237, "time": 0.13213}
{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.0025, "memory": 2412, "data_time": 0.00495, "loss_cls": 0.27059, "loss_bbox": 0.40937, "loss": 0.67995, "grad_norm": 4.12645, "time": 0.12387}
{"mode": "train", "epoch": 6, "iter": 1350, "lr": 0.0025, "memory": 2412, "data_time": 0.00737, "loss_cls": 0.36371, "loss_bbox": 0.42593, "loss": 0.78964, "grad_norm": 5.56028, "time": 0.14215}
{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.0025, "memory": 2412, "data_time": 0.00574, "loss_cls": 0.33924, "loss_bbox": 0.44475, "loss": 0.78399, "grad_norm": 5.43314, "time": 0.12917}
{"mode": "train", "epoch": 6, "iter": 1450, "lr": 0.0025, "memory": 2412, "data_time": 0.00583, "loss_cls": 0.29688, "loss_bbox": 0.41681, "loss": 0.71369, "grad_norm": 4.62339, "time": 0.12913}
{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.0025, "memory": 2412, "data_time": 0.00614, "loss_cls": 0.24008, "loss_bbox": 0.44028, "loss": 0.68036, "grad_norm": 3.96633, "time": 0.14012}
{"mode": "train", "epoch": 6, "iter": 1550, "lr": 0.0025, "memory": 2412, "data_time": 0.00605, "loss_cls": 0.29824, "loss_bbox": 0.39646, "loss": 0.6947, "grad_norm": 4.36167, "time": 0.12998}
{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.0025, "memory": 2412, "data_time": 0.0144, "loss_cls": 0.3662, "loss_bbox": 0.41489, "loss": 0.78109, "grad_norm": 5.24875, "time": 0.14433}
{"mode": "train", "epoch": 6, "iter": 1650, "lr": 0.0025, "memory": 2412, "data_time": 0.00606, "loss_cls": 0.28158, "loss_bbox": 0.37078, "loss": 0.65236, "grad_norm": 4.19914, "time": 0.1292}
{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.0025, "memory": 2412, "data_time": 0.00894, "loss_cls": 0.29085, "loss_bbox": 0.41928, "loss": 0.71014, "grad_norm": 4.22907, "time": 0.13421}
{"mode": "train", "epoch": 6, "iter": 1750, "lr": 0.0025, "memory": 2412, "data_time": 0.00634, "loss_cls": 0.2753, "loss_bbox": 0.41176, "loss": 0.68706, "grad_norm": 4.10232, "time": 0.13102}
{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.0025, "memory": 2412, "data_time": 0.00608, "loss_cls": 0.26187, "loss_bbox": 0.39968, "loss": 0.66155, "grad_norm": 4.77721, "time": 0.13305}
{"mode": "train", "epoch": 6, "iter": 1850, "lr": 0.0025, "memory": 2412, "data_time": 0.01382, "loss_cls": 0.21507, "loss_bbox": 0.35705, "loss": 0.57213, "grad_norm": 3.66043, "time": 0.13467}
{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.0025, "memory": 2412, "data_time": 0.00715, "loss_cls": 0.23234, "loss_bbox": 0.39199, "loss": 0.62433, "grad_norm": 4.03199, "time": 0.13765}
{"mode": "train", "epoch": 6, "iter": 1950, "lr": 0.0025, "memory": 2412, "data_time": 0.00644, "loss_cls": 0.33342, "loss_bbox": 0.48294, "loss": 0.81636, "grad_norm": 6.24744, "time": 0.12543}
{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.0025, "memory": 2412, "data_time": 0.00618, "loss_cls": 0.25049, "loss_bbox": 0.45099, "loss": 0.70148, "grad_norm": 4.3781, "time": 0.12889}
{"mode": "train", "epoch": 6, "iter": 2050, "lr": 0.0025, "memory": 2412, "data_time": 0.00654, "loss_cls": 0.42909, "loss_bbox": 0.52905, "loss": 0.95813, "grad_norm": Infinity, "time": 0.13515}
{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.0025, "memory": 2412, "data_time": 0.00698, "loss_cls": 0.38002, "loss_bbox": 0.434, "loss": 0.81402, "grad_norm": 6.02223, "time": 0.1374}
{"mode": "train", "epoch": 6, "iter": 2150, "lr": 0.0025, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.37268, "loss_bbox": 0.48125, "loss": 0.85393, "grad_norm": 6.16918, "time": 0.12736}
{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.0025, "memory": 2412, "data_time": 0.00852, "loss_cls": 0.3711, "loss_bbox": 0.44067, "loss": 0.81178, "grad_norm": 5.46175, "time": 0.13272}
{"mode": "train", "epoch": 6, "iter": 2250, "lr": 0.0025, "memory": 2412, "data_time": 0.01282, "loss_cls": 0.36941, "loss_bbox": 0.43794, "loss": 0.80735, "grad_norm": 5.24834, "time": 0.13398}
{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0025, "memory": 2412, "data_time": 0.00535, "loss_cls": 0.2812, "loss_bbox": 0.4361, "loss": 0.7173, "grad_norm": 4.64704, "time": 0.13076}
{"mode": "train", "epoch": 6, "iter": 2350, "lr": 0.0025, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.28657, "loss_bbox": 0.41922, "loss": 0.70579, "grad_norm": 4.5967, "time": 0.12778}
{"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.27356, "loss_bbox": 0.39956, "loss": 0.67313, "grad_norm": 4.32546, "time": 0.1325}
{"mode": "train", "epoch": 6, "iter": 2450, "lr": 0.0025, "memory": 2412, "data_time": 0.01005, "loss_cls": 0.23564, "loss_bbox": 0.38127, "loss": 0.61691, "grad_norm": 3.93377, "time": 0.13358}
{"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0025, "memory": 2412, "data_time": 0.0081, "loss_cls": 0.35849, "loss_bbox": 0.47774, "loss": 0.83624, "grad_norm": 6.14184, "time": 0.1333}
{"mode": "train", "epoch": 6, "iter": 2550, "lr": 0.0025, "memory": 2412, "data_time": 0.01705, "loss_cls": 0.28129, "loss_bbox": 0.41407, "loss": 0.69535, "grad_norm": 4.42241, "time": 0.1419}
{"mode": "train", "epoch": 6, "iter": 2600, "lr": 0.0025, "memory": 2412, "data_time": 0.0096, "loss_cls": 0.29551, "loss_bbox": 0.45977, "loss": 0.75529, "grad_norm": 4.60986, "time": 0.13716}
{"mode": "train", "epoch": 6, "iter": 2650, "lr": 0.0025, "memory": 2412, "data_time": 0.02627, "loss_cls": 0.2878, "loss_bbox": 0.46049, "loss": 0.74829, "grad_norm": 4.74093, "time": 0.15037}
{"mode": "train", "epoch": 6, "iter": 2700, "lr": 0.0025, "memory": 2412, "data_time": 0.01262, "loss_cls": 0.25419, "loss_bbox": 0.40104, "loss": 0.65523, "grad_norm": 5.05389, "time": 0.13896}
{"mode": "train", "epoch": 6, "iter": 2750, "lr": 0.0025, "memory": 2412, "data_time": 0.00588, "loss_cls": 0.23685, "loss_bbox": 0.37976, "loss": 0.61661, "grad_norm": 3.82524, "time": 0.12706}
{"mode": "train", "epoch": 6, "iter": 2800, "lr": 0.0025, "memory": 2412, "data_time": 0.00589, "loss_cls": 0.29662, "loss_bbox": 0.38799, "loss": 0.68461, "grad_norm": 5.74311, "time": 0.12637}
{"mode": "train", "epoch": 6, "iter": 2850, "lr": 0.0025, "memory": 2412, "data_time": 0.00586, "loss_cls": 0.31204, "loss_bbox": 0.48605, "loss": 0.79809, "grad_norm": 4.98119, "time": 0.13721}
{"mode": "train", "epoch": 6, "iter": 2900, "lr": 0.0025, "memory": 2412, "data_time": 0.0063, "loss_cls": 0.28762, "loss_bbox": 0.44031, "loss": 0.72793, "grad_norm": 4.47337, "time": 0.12999}
{"mode": "train", "epoch": 6, "iter": 2950, "lr": 0.0025, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.2196, "loss_bbox": 0.38856, "loss": 0.60817, "grad_norm": 3.45177, "time": 0.13037}
{"mode": "train", "epoch": 6, "iter": 3000, "lr": 0.0025, "memory": 2412, "data_time": 0.0066, "loss_cls": 0.33365, "loss_bbox": 0.38209, "loss": 0.71574, "grad_norm": 5.26748, "time": 0.13549}
{"mode": "train", "epoch": 6, "iter": 3050, "lr": 0.0025, "memory": 2412, "data_time": 0.00628, "loss_cls": 0.26452, "loss_bbox": 0.38765, "loss": 0.65217, "grad_norm": 4.21975, "time": 0.12728}
{"mode": "train", "epoch": 6, "iter": 3100, "lr": 0.0025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.2989, "loss_bbox": 0.42772, "loss": 0.72663, "grad_norm": 4.67195, "time": 0.12613}
{"mode": "train", "epoch": 6, "iter": 3150, "lr": 0.0025, "memory": 2412, "data_time": 0.00696, "loss_cls": 0.31081, "loss_bbox": 0.39924, "loss": 0.71005, "grad_norm": 4.60166, "time": 0.13835}
{"mode": "train", "epoch": 6, "iter": 3200, "lr": 0.0025, "memory": 2412, "data_time": 0.00997, "loss_cls": 0.29335, "loss_bbox": 0.42537, "loss": 0.71872, "grad_norm": 5.21516, "time": 0.12856}
{"mode": "train", "epoch": 6, "iter": 3250, "lr": 0.0025, "memory": 2412, "data_time": 0.00681, "loss_cls": 0.32687, "loss_bbox": 0.47138, "loss": 0.79825, "grad_norm": 4.97522, "time": 0.12832}
{"mode": "train", "epoch": 6, "iter": 3300, "lr": 0.0025, "memory": 2412, "data_time": 0.00665, "loss_cls": 0.29266, "loss_bbox": 0.42423, "loss": 0.71689, "grad_norm": 4.33167, "time": 0.13838}
{"mode": "train", "epoch": 6, "iter": 3350, "lr": 0.0025, "memory": 2412, "data_time": 0.00637, "loss_cls": 0.31583, "loss_bbox": 0.40635, "loss": 0.72218, "grad_norm": 4.46791, "time": 0.12877}
{"mode": "train", "epoch": 6, "iter": 3400, "lr": 0.0025, "memory": 2412, "data_time": 0.00598, "loss_cls": 0.28713, "loss_bbox": 0.42386, "loss": 0.711, "grad_norm": 4.93899, "time": 0.12464}
{"mode": "train", "epoch": 6, "iter": 3450, "lr": 0.0025, "memory": 2412, "data_time": 0.0069, "loss_cls": 0.24435, "loss_bbox": 0.3751, "loss": 0.61946, "grad_norm": 4.33614, "time": 0.13286}
{"mode": "train", "epoch": 6, "iter": 3500, "lr": 0.0025, "memory": 2412, "data_time": 0.00643, "loss_cls": 0.30487, "loss_bbox": 0.36625, "loss": 0.67112, "grad_norm": 5.06824, "time": 0.12798}
{"mode": "train", "epoch": 6, "iter": 3550, "lr": 0.0025, "memory": 2412, "data_time": 0.00643, "loss_cls": 0.3248, "loss_bbox": 0.4045, "loss": 0.72931, "grad_norm": 4.61041, "time": 0.12975}
{"mode": "train", "epoch": 6, "iter": 3600, "lr": 0.0025, "memory": 2412, "data_time": 0.00638, "loss_cls": 0.23402, "loss_bbox": 0.37962, "loss": 0.61365, "grad_norm": 4.28481, "time": 0.13764}
{"mode": "train", "epoch": 6, "iter": 3650, "lr": 0.0025, "memory": 2412, "data_time": 0.00701, "loss_cls": 0.27482, "loss_bbox": 0.40207, "loss": 0.67689, "grad_norm": 4.65326, "time": 0.13023}
{"mode": "train", "epoch": 6, "iter": 3700, "lr": 0.0025, "memory": 2412, "data_time": 0.00619, "loss_cls": 0.2572, "loss_bbox": 0.41226, "loss": 0.66946, "grad_norm": 4.35258, "time": 0.12484}
{"mode": "train", "epoch": 6, "iter": 3750, "lr": 0.0025, "memory": 2412, "data_time": 0.00645, "loss_cls": 0.21224, "loss_bbox": 0.34269, "loss": 0.55492, "grad_norm": 4.55823, "time": 0.12727}
{"mode": "train", "epoch": 6, "iter": 3800, "lr": 0.0025, "memory": 2412, "data_time": 0.00788, "loss_cls": 0.21047, "loss_bbox": 0.35747, "loss": 0.56794, "grad_norm": 3.69149, "time": 0.13937}
{"mode": "train", "epoch": 6, "iter": 3850, "lr": 0.0025, "memory": 2412, "data_time": 0.00639, "loss_cls": 0.28037, "loss_bbox": 0.45444, "loss": 0.73481, "grad_norm": 5.2358, "time": 0.12781}
{"mode": "train", "epoch": 6, "iter": 3900, "lr": 0.0025, "memory": 2412, "data_time": 0.0064, "loss_cls": 0.2545, "loss_bbox": 0.48055, "loss": 0.73505, "grad_norm": 5.17632, "time": 0.12779}
{"mode": "train", "epoch": 6, "iter": 3950, "lr": 0.0025, "memory": 2412, "data_time": 0.00663, "loss_cls": 0.31273, "loss_bbox": 0.41911, "loss": 0.73183, "grad_norm": 5.47075, "time": 0.13361}
{"mode": "train", "epoch": 6, "iter": 4000, "lr": 0.0025, "memory": 2412, "data_time": 0.00614, "loss_cls": 0.25646, "loss_bbox": 0.3894, "loss": 0.64586, "grad_norm": 4.45759, "time": 0.12979}
{"mode": "train", "epoch": 6, "iter": 4050, "lr": 0.0025, "memory": 2412, "data_time": 0.00639, "loss_cls": 0.26326, "loss_bbox": 0.38914, "loss": 0.6524, "grad_norm": 4.07847, "time": 0.12776}
{"mode": "train", "epoch": 6, "iter": 4100, "lr": 0.0025, "memory": 2412, "data_time": 0.00689, "loss_cls": 0.25878, "loss_bbox": 0.36678, "loss": 0.62556, "grad_norm": 4.55793, "time": 0.13249}
{"mode": "train", "epoch": 6, "iter": 4150, "lr": 0.0025, "memory": 2412, "data_time": 0.00599, "loss_cls": 0.27715, "loss_bbox": 0.37865, "loss": 0.6558, "grad_norm": 4.35707, "time": 0.12682}
{"mode": "train", "epoch": 6, "iter": 4200, "lr": 0.0025, "memory": 2412, "data_time": 0.0061, "loss_cls": 0.29259, "loss_bbox": 0.37849, "loss": 0.67108, "grad_norm": 4.8897, "time": 0.12944}
{"mode": "train", "epoch": 6, "iter": 4250, "lr": 0.0025, "memory": 2412, "data_time": 0.00683, "loss_cls": 0.30979, "loss_bbox": 0.40681, "loss": 0.71661, "grad_norm": 4.26667, "time": 0.1466}
{"mode": "train", "epoch": 6, "iter": 4300, "lr": 0.0025, "memory": 2412, "data_time": 0.00626, "loss_cls": 0.3128, "loss_bbox": 0.3839, "loss": 0.6967, "grad_norm": 4.17979, "time": 0.13185}
{"mode": "train", "epoch": 6, "iter": 4350, "lr": 0.0025, "memory": 2412, "data_time": 0.00656, "loss_cls": 0.29628, "loss_bbox": 0.39129, "loss": 0.68757, "grad_norm": 4.33577, "time": 0.12793}
{"mode": "train", "epoch": 6, "iter": 4400, "lr": 0.0025, "memory": 2412, "data_time": 0.00649, "loss_cls": 0.32532, "loss_bbox": 0.43399, "loss": 0.75932, "grad_norm": 5.28156, "time": 0.13417}
{"mode": "train", "epoch": 6, "iter": 4450, "lr": 0.0025, "memory": 2412, "data_time": 0.00643, "loss_cls": 0.32153, "loss_bbox": 0.41243, "loss": 0.73396, "grad_norm": 4.34253, "time": 0.1274}
{"mode": "train", "epoch": 6, "iter": 4500, "lr": 0.0025, "memory": 2412, "data_time": 0.0061, "loss_cls": 0.2648, "loss_bbox": 0.39971, "loss": 0.66451, "grad_norm": 3.86385, "time": 0.127}
{"mode": "train", "epoch": 6, "iter": 4550, "lr": 0.0025, "memory": 2412, "data_time": 0.00896, "loss_cls": 0.28899, "loss_bbox": 0.42917, "loss": 0.71816, "grad_norm": 5.63386, "time": 0.13806}
{"mode": "train", "epoch": 6, "iter": 4600, "lr": 0.0025, "memory": 2412, "data_time": 0.0063, "loss_cls": 0.22332, "loss_bbox": 0.39408, "loss": 0.61739, "grad_norm": 4.55483, "time": 0.12538}
{"mode": "train", "epoch": 6, "iter": 4650, "lr": 0.0025, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.31729, "loss_bbox": 0.43471, "loss": 0.75199, "grad_norm": 5.16991, "time": 0.12941}
{"mode": "train", "epoch": 6, "iter": 4700, "lr": 0.0025, "memory": 2412, "data_time": 0.00611, "loss_cls": 0.26903, "loss_bbox": 0.40893, "loss": 0.67796, "grad_norm": 4.79872, "time": 0.13472}
{"mode": "train", "epoch": 6, "iter": 4750, "lr": 0.0025, "memory": 2412, "data_time": 0.00917, "loss_cls": 0.24879, "loss_bbox": 0.44011, "loss": 0.6889, "grad_norm": 4.37821, "time": 0.1352}
{"mode": "train", "epoch": 6, "iter": 4800, "lr": 0.0025, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.31125, "loss_bbox": 0.41451, "loss": 0.72575, "grad_norm": 5.80375, "time": 0.12999}
{"mode": "train", "epoch": 6, "iter": 4850, "lr": 0.0025, "memory": 2412, "data_time": 0.00635, "loss_cls": 0.3252, "loss_bbox": 0.40578, "loss": 0.73098, "grad_norm": 4.6358, "time": 0.13621}
{"mode": "train", "epoch": 6, "iter": 4900, "lr": 0.0025, "memory": 2412, "data_time": 0.00613, "loss_cls": 0.2852, "loss_bbox": 0.57381, "loss": 0.85902, "grad_norm": 5.12578, "time": 0.12556}
{"mode": "train", "epoch": 6, "iter": 4950, "lr": 0.0025, "memory": 2412, "data_time": 0.00653, "loss_cls": 0.28742, "loss_bbox": 0.41373, "loss": 0.70115, "grad_norm": 4.29725, "time": 0.13456}
{"mode": "train", "epoch": 6, "iter": 5000, "lr": 0.0025, "memory": 2412, "data_time": 0.00673, "loss_cls": 0.26395, "loss_bbox": 0.39112, "loss": 0.65507, "grad_norm": 4.18221, "time": 0.14119}
{"mode": "train", "epoch": 6, "iter": 5050, "lr": 0.0025, "memory": 2412, "data_time": 0.00658, "loss_cls": 0.24226, "loss_bbox": 0.38997, "loss": 0.63223, "grad_norm": 4.1076, "time": 0.12818}
{"mode": "train", "epoch": 6, "iter": 5100, "lr": 0.0025, "memory": 2412, "data_time": 0.00613, "loss_cls": 0.27141, "loss_bbox": 0.37833, "loss": 0.64974, "grad_norm": 4.33332, "time": 0.12664}
{"mode": "train", "epoch": 6, "iter": 5150, "lr": 0.0025, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.27469, "loss_bbox": 0.35733, "loss": 0.63201, "grad_norm": 5.05137, "time": 0.13427}
{"mode": "train", "epoch": 6, "iter": 5200, "lr": 0.0025, "memory": 2412, "data_time": 0.00597, "loss_cls": 0.3021, "loss_bbox": 0.40872, "loss": 0.71082, "grad_norm": 4.88485, "time": 0.12869}
{"mode": "train", "epoch": 6, "iter": 5250, "lr": 0.0025, "memory": 2412, "data_time": 0.00628, "loss_cls": 0.27995, "loss_bbox": 0.4084, "loss": 0.68835, "grad_norm": 4.73147, "time": 0.12722}
{"mode": "train", "epoch": 6, "iter": 5300, "lr": 0.0025, "memory": 2412, "data_time": 0.00594, "loss_cls": 0.25165, "loss_bbox": 0.39314, "loss": 0.64479, "grad_norm": 4.37525, "time": 0.136}
{"mode": "train", "epoch": 6, "iter": 5350, "lr": 0.0025, "memory": 2412, "data_time": 0.00594, "loss_cls": 0.27816, "loss_bbox": 0.41471, "loss": 0.69287, "grad_norm": 5.08556, "time": 0.12715}
{"mode": "train", "epoch": 6, "iter": 5400, "lr": 0.0025, "memory": 2412, "data_time": 0.00627, "loss_cls": 0.24765, "loss_bbox": 0.35693, "loss": 0.60459, "grad_norm": 4.41349, "time": 0.12473}
{"mode": "train", "epoch": 6, "iter": 5450, "lr": 0.0025, "memory": 2412, "data_time": 0.00628, "loss_cls": 0.36239, "loss_bbox": 0.42234, "loss": 0.78473, "grad_norm": 5.04334, "time": 0.13732}
{"mode": "train", "epoch": 6, "iter": 5500, "lr": 0.0025, "memory": 2412, "data_time": 0.00601, "loss_cls": 0.29046, "loss_bbox": 0.3862, "loss": 0.67666, "grad_norm": 4.57198, "time": 0.12769}
{"mode": "train", "epoch": 6, "iter": 5550, "lr": 0.0025, "memory": 2412, "data_time": 0.00605, "loss_cls": 0.26962, "loss_bbox": 0.35601, "loss": 0.62562, "grad_norm": 3.72442, "time": 0.12623}
{"mode": "train", "epoch": 6, "iter": 5600, "lr": 0.0025, "memory": 2412, "data_time": 0.00627, "loss_cls": 0.24339, "loss_bbox": 0.34112, "loss": 0.58451, "grad_norm": 3.94916, "time": 0.13824}
{"mode": "train", "epoch": 6, "iter": 5650, "lr": 0.0025, "memory": 2412, "data_time": 0.0065, "loss_cls": 0.28743, "loss_bbox": 0.44141, "loss": 0.72885, "grad_norm": 4.90301, "time": 0.12625}
{"mode": "train", "epoch": 6, "iter": 5700, "lr": 0.0025, "memory": 2412, "data_time": 0.00591, "loss_cls": 0.23662, "loss_bbox": 0.41199, "loss": 0.64862, "grad_norm": 4.76596, "time": 0.12703}
{"mode": "train", "epoch": 6, "iter": 5750, "lr": 0.0025, "memory": 2412, "data_time": 0.00629, "loss_cls": 0.2586, "loss_bbox": 0.35087, "loss": 0.60947, "grad_norm": 4.02669, "time": 0.13808}
{"mode": "train", "epoch": 6, "iter": 5800, "lr": 0.0025, "memory": 2412, "data_time": 0.00602, "loss_cls": 0.32591, "loss_bbox": 0.37597, "loss": 0.70187, "grad_norm": 4.6669, "time": 0.1261}
{"mode": "train", "epoch": 6, "iter": 5850, "lr": 0.0025, "memory": 2412, "data_time": 0.00611, "loss_cls": 0.27675, "loss_bbox": 0.43991, "loss": 0.71666, "grad_norm": 4.28821, "time": 0.12782}
{"mode": "train", "epoch": 6, "iter": 5900, "lr": 0.0025, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.29262, "loss_bbox": 0.39357, "loss": 0.68619, "grad_norm": 5.08362, "time": 0.13939}
{"mode": "train", "epoch": 6, "iter": 5950, "lr": 0.0025, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.3681, "loss_bbox": 0.40519, "loss": 0.77329, "grad_norm": 5.08443, "time": 0.12805}
{"mode": "train", "epoch": 6, "iter": 6000, "lr": 0.0025, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.27843, "loss_bbox": 0.45072, "loss": 0.72915, "grad_norm": 4.92013, "time": 0.12502}
{"mode": "train", "epoch": 6, "iter": 6050, "lr": 0.0025, "memory": 2412, "data_time": 0.00582, "loss_cls": 0.31399, "loss_bbox": 0.40601, "loss": 0.72001, "grad_norm": 4.96827, "time": 0.13986}
{"mode": "train", "epoch": 6, "iter": 6100, "lr": 0.0025, "memory": 2412, "data_time": 0.00583, "loss_cls": 0.35426, "loss_bbox": 0.4553, "loss": 0.80956, "grad_norm": 5.65044, "time": 0.12635}
{"mode": "train", "epoch": 6, "iter": 6150, "lr": 0.0025, "memory": 2412, "data_time": 0.00605, "loss_cls": 0.34861, "loss_bbox": 0.4896, "loss": 0.83821, "grad_norm": 5.21906, "time": 0.12835}
{"mode": "train", "epoch": 6, "iter": 6200, "lr": 0.0025, "memory": 2412, "data_time": 0.0069, "loss_cls": 0.29264, "loss_bbox": 0.4252, "loss": 0.71784, "grad_norm": 4.56431, "time": 0.13603}
{"mode": "train", "epoch": 6, "iter": 6250, "lr": 0.0025, "memory": 2412, "data_time": 0.00622, "loss_cls": 0.27379, "loss_bbox": 0.4004, "loss": 0.67419, "grad_norm": 5.05349, "time": 0.12626}
{"mode": "train", "epoch": 6, "iter": 6300, "lr": 0.0025, "memory": 2412, "data_time": 0.00666, "loss_cls": 0.3382, "loss_bbox": 0.4231, "loss": 0.76129, "grad_norm": 5.51335, "time": 0.12825}
{"mode": "train", "epoch": 6, "iter": 6350, "lr": 0.0025, "memory": 2412, "data_time": 0.0059, "loss_cls": 0.25516, "loss_bbox": 0.3862, "loss": 0.64136, "grad_norm": 4.80435, "time": 0.12623}
{"mode": "train", "epoch": 6, "iter": 6400, "lr": 0.0025, "memory": 2412, "data_time": 0.00628, "loss_cls": 0.29, "loss_bbox": 0.42046, "loss": 0.71046, "grad_norm": NaN, "time": 0.13756}
{"mode": "train", "epoch": 7, "iter": 50, "lr": 0.0025, "memory": 2412, "data_time": 3.03701, "loss_cls": 0.28438, "loss_bbox": 0.4257, "loss": 0.71008, "grad_norm": 5.17897, "time": 3.16317}
{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0025, "memory": 2412, "data_time": 0.00689, "loss_cls": 0.2898, "loss_bbox": 0.37096, "loss": 0.66076, "grad_norm": 4.87312, "time": 0.12816}
{"mode": "train", "epoch": 7, "iter": 150, "lr": 0.0025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.24724, "loss_bbox": 0.3705, "loss": 0.61774, "grad_norm": 4.30181, "time": 0.12791}
{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0025, "memory": 2412, "data_time": 0.00551, "loss_cls": 0.25564, "loss_bbox": 0.37081, "loss": 0.62645, "grad_norm": 4.28524, "time": 0.12658}
{"mode": "train", "epoch": 7, "iter": 250, "lr": 0.0025, "memory": 2412, "data_time": 0.00618, "loss_cls": 0.29687, "loss_bbox": 0.42116, "loss": 0.71803, "grad_norm": 5.19978, "time": 0.12901}
{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0025, "memory": 2412, "data_time": 0.00567, "loss_cls": 0.27341, "loss_bbox": 0.39451, "loss": 0.66793, "grad_norm": 4.47406, "time": 0.13047}
{"mode": "train", "epoch": 7, "iter": 350, "lr": 0.0025, "memory": 2412, "data_time": 0.00541, "loss_cls": 0.25189, "loss_bbox": 0.36187, "loss": 0.61376, "grad_norm": 4.01601, "time": 0.12576}
{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0025, "memory": 2412, "data_time": 0.00833, "loss_cls": 0.23583, "loss_bbox": 0.36661, "loss": 0.60244, "grad_norm": 4.28423, "time": 0.13814}
{"mode": "train", "epoch": 7, "iter": 450, "lr": 0.0025, "memory": 2412, "data_time": 0.02176, "loss_cls": 0.28155, "loss_bbox": 0.44428, "loss": 0.72582, "grad_norm": 5.5055, "time": 0.14068}
{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.0025, "memory": 2412, "data_time": 0.01936, "loss_cls": 0.25494, "loss_bbox": 0.39008, "loss": 0.64503, "grad_norm": 4.59099, "time": 0.14121}
{"mode": "train", "epoch": 7, "iter": 550, "lr": 0.0025, "memory": 2412, "data_time": 0.03294, "loss_cls": 0.27081, "loss_bbox": 0.36533, "loss": 0.63614, "grad_norm": 4.43597, "time": 0.16069}
{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.0025, "memory": 2412, "data_time": 0.03526, "loss_cls": 0.30384, "loss_bbox": 0.41626, "loss": 0.72011, "grad_norm": 5.30376, "time": 0.16203}
{"mode": "train", "epoch": 7, "iter": 650, "lr": 0.0025, "memory": 2412, "data_time": 0.0286, "loss_cls": 0.23946, "loss_bbox": 0.37543, "loss": 0.61489, "grad_norm": 4.2025, "time": 0.16063}
{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.0025, "memory": 2412, "data_time": 0.04502, "loss_cls": 0.23623, "loss_bbox": 0.35367, "loss": 0.5899, "grad_norm": 4.35302, "time": 0.17175}
{"mode": "train", "epoch": 7, "iter": 750, "lr": 0.0025, "memory": 2412, "data_time": 0.02765, "loss_cls": 0.24071, "loss_bbox": 0.36189, "loss": 0.6026, "grad_norm": 4.07103, "time": 0.15955}
{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.0025, "memory": 2412, "data_time": 0.04814, "loss_cls": 0.24895, "loss_bbox": 0.40253, "loss": 0.65147, "grad_norm": 4.1909, "time": 0.17234}
{"mode": "train", "epoch": 7, "iter": 850, "lr": 0.0025, "memory": 2412, "data_time": 0.04913, "loss_cls": 0.27492, "loss_bbox": 0.41958, "loss": 0.6945, "grad_norm": 5.07632, "time": 0.17626}
{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.0025, "memory": 2412, "data_time": 0.03105, "loss_cls": 0.27883, "loss_bbox": 0.42047, "loss": 0.6993, "grad_norm": 4.59281, "time": 0.1575}
{"mode": "train", "epoch": 7, "iter": 950, "lr": 0.0025, "memory": 2412, "data_time": 0.05056, "loss_cls": 0.19255, "loss_bbox": 0.31825, "loss": 0.5108, "grad_norm": 3.62083, "time": 0.17211}
{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.0025, "memory": 2412, "data_time": 0.03094, "loss_cls": 0.32582, "loss_bbox": 0.40644, "loss": 0.73227, "grad_norm": 5.33458, "time": 0.16239}
{"mode": "train", "epoch": 7, "iter": 1050, "lr": 0.0025, "memory": 2412, "data_time": 0.00587, "loss_cls": 0.41562, "loss_bbox": 0.39651, "loss": 0.81213, "grad_norm": 5.84651, "time": 0.12602}
{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.0025, "memory": 2412, "data_time": 0.01153, "loss_cls": 0.29677, "loss_bbox": 0.39075, "loss": 0.68751, "grad_norm": 3.68726, "time": 0.14027}
{"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.0025, "memory": 2412, "data_time": 0.00724, "loss_cls": 0.25103, "loss_bbox": 0.34811, "loss": 0.59914, "grad_norm": 4.03722, "time": 0.13205}
{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.0025, "memory": 2412, "data_time": 0.00508, "loss_cls": 0.28837, "loss_bbox": 0.46199, "loss": 0.75036, "grad_norm": 5.60862, "time": 0.1272}
{"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.0025, "memory": 2412, "data_time": 0.00559, "loss_cls": 0.26691, "loss_bbox": 0.40914, "loss": 0.67605, "grad_norm": 4.44452, "time": 0.13245}
{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.0025, "memory": 2412, "data_time": 0.0056, "loss_cls": 0.26504, "loss_bbox": 0.37445, "loss": 0.63948, "grad_norm": 4.05534, "time": 0.12766}
{"mode": "train", "epoch": 7, "iter": 1350, "lr": 0.0025, "memory": 2412, "data_time": 0.01004, "loss_cls": 0.25314, "loss_bbox": 0.35634, "loss": 0.60947, "grad_norm": 3.95633, "time": 0.13534}
{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.0025, "memory": 2412, "data_time": 0.00548, "loss_cls": 0.25404, "loss_bbox": 0.3997, "loss": 0.65373, "grad_norm": 4.37851, "time": 0.13389}
{"mode": "train", "epoch": 7, "iter": 1450, "lr": 0.0025, "memory": 2412, "data_time": 0.00549, "loss_cls": 0.30002, "loss_bbox": 0.4092, "loss": 0.70922, "grad_norm": 5.29777, "time": 0.12715}
{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.0025, "memory": 2412, "data_time": 0.00562, "loss_cls": 0.2726, "loss_bbox": 0.40596, "loss": 0.67856, "grad_norm": 4.96351, "time": 0.13105}
{"mode": "train", "epoch": 7, "iter": 1550, "lr": 0.0025, "memory": 2412, "data_time": 0.00608, "loss_cls": 0.26439, "loss_bbox": 0.37394, "loss": 0.63833, "grad_norm": 4.69135, "time": 0.12524}
{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.0025, "memory": 2412, "data_time": 0.00586, "loss_cls": 0.28751, "loss_bbox": 0.46581, "loss": 0.75332, "grad_norm": 5.23341, "time": 0.13766}
{"mode": "train", "epoch": 7, "iter": 1650, "lr": 0.0025, "memory": 2412, "data_time": 0.00691, "loss_cls": 0.23299, "loss_bbox": 0.39587, "loss": 0.62886, "grad_norm": 4.63558, "time": 0.12692}
{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.0025, "memory": 2412, "data_time": 0.00525, "loss_cls": 0.27437, "loss_bbox": 0.45692, "loss": 0.73129, "grad_norm": 5.90673, "time": 0.12445}
{"mode": "train", "epoch": 7, "iter": 1750, "lr": 0.0025, "memory": 2412, "data_time": 0.0057, "loss_cls": 0.30191, "loss_bbox": 0.40618, "loss": 0.70809, "grad_norm": 4.80291, "time": 0.13273}
{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.0025, "memory": 2412, "data_time": 0.01106, "loss_cls": 0.36132, "loss_bbox": 0.42355, "loss": 0.78487, "grad_norm": 6.72957, "time": 0.12978}
{"mode": "train", "epoch": 7, "iter": 1850, "lr": 0.0025, "memory": 2412, "data_time": 0.00563, "loss_cls": 0.27644, "loss_bbox": 0.40005, "loss": 0.67648, "grad_norm": 4.42376, "time": 0.1277}
{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.0025, "memory": 2412, "data_time": 0.00557, "loss_cls": 0.273, "loss_bbox": 0.42821, "loss": 0.70121, "grad_norm": 4.99656, "time": 0.13741}
{"mode": "train", "epoch": 7, "iter": 1950, "lr": 0.0025, "memory": 2412, "data_time": 0.00683, "loss_cls": 0.23953, "loss_bbox": 0.34031, "loss": 0.57983, "grad_norm": 4.52086, "time": 0.13014}
{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.0025, "memory": 2412, "data_time": 0.00945, "loss_cls": 0.25969, "loss_bbox": 0.4638, "loss": 0.72349, "grad_norm": 5.00645, "time": 0.1315}
{"mode": "train", "epoch": 7, "iter": 2050, "lr": 0.0025, "memory": 2412, "data_time": 0.00547, "loss_cls": 0.27348, "loss_bbox": 0.3475, "loss": 0.62098, "grad_norm": 5.07548, "time": 0.13789}
{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.0025, "memory": 2412, "data_time": 0.00631, "loss_cls": 0.32864, "loss_bbox": 0.41514, "loss": 0.74378, "grad_norm": 5.22374, "time": 0.13051}
{"mode": "train", "epoch": 7, "iter": 2150, "lr": 0.0025, "memory": 2412, "data_time": 0.00534, "loss_cls": 0.28898, "loss_bbox": 0.3816, "loss": 0.67058, "grad_norm": 4.49653, "time": 0.12606}
{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.0025, "memory": 2412, "data_time": 0.00594, "loss_cls": 0.26884, "loss_bbox": 0.39423, "loss": 0.66307, "grad_norm": 4.12209, "time": 0.13897}
{"mode": "train", "epoch": 7, "iter": 2250, "lr": 0.0025, "memory": 2412, "data_time": 0.00985, "loss_cls": 0.29142, "loss_bbox": 0.39261, "loss": 0.68402, "grad_norm": 4.97809, "time": 0.13255}
{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.0025, "memory": 2412, "data_time": 0.00591, "loss_cls": 0.25405, "loss_bbox": 0.35122, "loss": 0.60526, "grad_norm": 4.70003, "time": 0.1244}
{"mode": "train", "epoch": 7, "iter": 2350, "lr": 0.0025, "memory": 2412, "data_time": 0.00556, "loss_cls": 0.28148, "loss_bbox": 0.43389, "loss": 0.71538, "grad_norm": 4.91678, "time": 0.13446}
{"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.0025, "memory": 2412, "data_time": 0.00656, "loss_cls": 0.3616, "loss_bbox": 0.39416, "loss": 0.75576, "grad_norm": NaN, "time": 0.12788}
{"mode": "train", "epoch": 7, "iter": 2450, "lr": 0.0025, "memory": 2412, "data_time": 0.00587, "loss_cls": 0.31809, "loss_bbox": 0.35927, "loss": 0.67736, "grad_norm": 4.91274, "time": 0.12986}
{"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.0025, "memory": 2412, "data_time": 0.00541, "loss_cls": 0.2828, "loss_bbox": 0.38461, "loss": 0.66741, "grad_norm": 4.83639, "time": 0.13634}
{"mode": "train", "epoch": 7, "iter": 2550, "lr": 0.0025, "memory": 2412, "data_time": 0.00663, "loss_cls": 0.26034, "loss_bbox": 0.36008, "loss": 0.62043, "grad_norm": 4.14721, "time": 0.12664}
{"mode": "train", "epoch": 7, "iter": 2600, "lr": 0.0025, "memory": 2412, "data_time": 0.00562, "loss_cls": 0.30392, "loss_bbox": 0.41307, "loss": 0.717, "grad_norm": 5.55235, "time": 0.124}
{"mode": "train", "epoch": 7, "iter": 2650, "lr": 0.0025, "memory": 2412, "data_time": 0.0054, "loss_cls": 0.26271, "loss_bbox": 0.45262, "loss": 0.71533, "grad_norm": 4.98582, "time": 0.13339}
{"mode": "train", "epoch": 7, "iter": 2700, "lr": 0.0025, "memory": 2412, "data_time": 0.00603, "loss_cls": 0.28436, "loss_bbox": 0.39315, "loss": 0.67751, "grad_norm": 4.72697, "time": 0.12817}
{"mode": "train", "epoch": 7, "iter": 2750, "lr": 0.0025, "memory": 2412, "data_time": 0.00576, "loss_cls": 0.28752, "loss_bbox": 0.44007, "loss": 0.72759, "grad_norm": 4.8446, "time": 0.13006}
{"mode": "train", "epoch": 7, "iter": 2800, "lr": 0.0025, "memory": 2412, "data_time": 0.00592, "loss_cls": 0.22201, "loss_bbox": 0.34764, "loss": 0.56965, "grad_norm": 3.67714, "time": 0.13482}
{"mode": "train", "epoch": 7, "iter": 2850, "lr": 0.0025, "memory": 2412, "data_time": 0.00606, "loss_cls": 0.24814, "loss_bbox": 0.39648, "loss": 0.64461, "grad_norm": 4.32441, "time": 0.13073}
{"mode": "train", "epoch": 7, "iter": 2900, "lr": 0.0025, "memory": 2412, "data_time": 0.00552, "loss_cls": 0.27945, "loss_bbox": 0.42917, "loss": 0.70862, "grad_norm": 4.78446, "time": 0.12929}
{"mode": "train", "epoch": 7, "iter": 2950, "lr": 0.0025, "memory": 2412, "data_time": 0.00588, "loss_cls": 0.26502, "loss_bbox": 0.4403, "loss": 0.70532, "grad_norm": 4.35577, "time": 0.13535}
{"mode": "train", "epoch": 7, "iter": 3000, "lr": 0.0025, "memory": 2412, "data_time": 0.00543, "loss_cls": 0.23811, "loss_bbox": 0.40377, "loss": 0.64188, "grad_norm": 4.02831, "time": 0.12452}
{"mode": "train", "epoch": 7, "iter": 3050, "lr": 0.0025, "memory": 2412, "data_time": 0.00597, "loss_cls": 0.2663, "loss_bbox": 0.39742, "loss": 0.66372, "grad_norm": 4.7067, "time": 0.13118}
{"mode": "train", "epoch": 7, "iter": 3100, "lr": 0.0025, "memory": 2412, "data_time": 0.00576, "loss_cls": 0.36365, "loss_bbox": 0.50789, "loss": 0.87155, "grad_norm": 6.1972, "time": 0.13768}
{"mode": "train", "epoch": 7, "iter": 3150, "lr": 0.0025, "memory": 2412, "data_time": 0.0061, "loss_cls": 0.35871, "loss_bbox": 0.39901, "loss": 0.75772, "grad_norm": 5.44096, "time": 0.1282}
{"mode": "train", "epoch": 7, "iter": 3200, "lr": 0.0025, "memory": 2412, "data_time": 0.00592, "loss_cls": 0.30304, "loss_bbox": 0.41812, "loss": 0.72116, "grad_norm": 4.6916, "time": 0.12858}
{"mode": "train", "epoch": 7, "iter": 3250, "lr": 0.0025, "memory": 2412, "data_time": 0.0103, "loss_cls": 0.28417, "loss_bbox": 0.38587, "loss": 0.67005, "grad_norm": 4.98001, "time": 0.13239}
{"mode": "train", "epoch": 7, "iter": 3300, "lr": 0.0025, "memory": 2412, "data_time": 0.01344, "loss_cls": 0.25085, "loss_bbox": 0.37653, "loss": 0.62738, "grad_norm": 4.30604, "time": 0.13857}
{"mode": "train", "epoch": 7, "iter": 3350, "lr": 0.0025, "memory": 2412, "data_time": 0.00836, "loss_cls": 0.36623, "loss_bbox": 0.40338, "loss": 0.76961, "grad_norm": 5.82123, "time": 0.13399}
{"mode": "train", "epoch": 7, "iter": 3400, "lr": 0.0025, "memory": 2412, "data_time": 0.02873, "loss_cls": 0.31412, "loss_bbox": 0.40095, "loss": 0.71507, "grad_norm": 4.55444, "time": 0.16019}
{"mode": "train", "epoch": 7, "iter": 3450, "lr": 0.0025, "memory": 2412, "data_time": 0.02487, "loss_cls": 0.26782, "loss_bbox": 0.39651, "loss": 0.66432, "grad_norm": 4.65961, "time": 0.15056}
{"mode": "train", "epoch": 7, "iter": 3500, "lr": 0.0025, "memory": 2412, "data_time": 0.02506, "loss_cls": 0.26091, "loss_bbox": 0.37328, "loss": 0.63419, "grad_norm": 4.18658, "time": 0.14892}
{"mode": "train", "epoch": 7, "iter": 3550, "lr": 0.0025, "memory": 2412, "data_time": 0.0169, "loss_cls": 0.26856, "loss_bbox": 0.41911, "loss": 0.68767, "grad_norm": 5.04915, "time": 0.14468}
{"mode": "train", "epoch": 7, "iter": 3600, "lr": 0.0025, "memory": 2412, "data_time": 0.08289, "loss_cls": 0.22643, "loss_bbox": 0.37028, "loss": 0.59671, "grad_norm": 4.43213, "time": 0.20646}
{"mode": "train", "epoch": 7, "iter": 3650, "lr": 0.0025, "memory": 2412, "data_time": 0.11239, "loss_cls": 0.23951, "loss_bbox": 0.38112, "loss": 0.62063, "grad_norm": 4.15342, "time": 0.24447}
{"mode": "train", "epoch": 7, "iter": 3700, "lr": 0.0025, "memory": 2412, "data_time": 0.09563, "loss_cls": 0.27375, "loss_bbox": 0.3741, "loss": 0.64785, "grad_norm": 4.50304, "time": 0.22559}
{"mode": "train", "epoch": 7, "iter": 3750, "lr": 0.0025, "memory": 2412, "data_time": 0.09335, "loss_cls": 0.22226, "loss_bbox": 0.34325, "loss": 0.56551, "grad_norm": 3.88014, "time": 0.22668}
{"mode": "train", "epoch": 7, "iter": 3800, "lr": 0.0025, "memory": 2412, "data_time": 0.08058, "loss_cls": 0.34702, "loss_bbox": 0.3684, "loss": 0.71542, "grad_norm": 4.66343, "time": 0.20513}
{"mode": "train", "epoch": 7, "iter": 3850, "lr": 0.0025, "memory": 2412, "data_time": 0.13965, "loss_cls": 0.34433, "loss_bbox": 0.37998, "loss": 0.72431, "grad_norm": 4.80981, "time": 0.27469}
{"mode": "train", "epoch": 7, "iter": 3900, "lr": 0.0025, "memory": 2412, "data_time": 0.1059, "loss_cls": 0.24657, "loss_bbox": 0.33325, "loss": 0.57982, "grad_norm": 4.36683, "time": 0.22933}
{"mode": "train", "epoch": 7, "iter": 3950, "lr": 0.0025, "memory": 2412, "data_time": 0.08055, "loss_cls": 0.30415, "loss_bbox": 0.43344, "loss": 0.73759, "grad_norm": 4.60739, "time": 0.20693}
{"mode": "train", "epoch": 7, "iter": 4000, "lr": 0.0025, "memory": 2412, "data_time": 0.10278, "loss_cls": 0.2345, "loss_bbox": 0.39507, "loss": 0.62957, "grad_norm": 4.69994, "time": 0.22375}
{"mode": "train", "epoch": 7, "iter": 4050, "lr": 0.0025, "memory": 2412, "data_time": 0.089, "loss_cls": 0.25063, "loss_bbox": 0.39167, "loss": 0.6423, "grad_norm": 4.31061, "time": 0.21969}
{"mode": "train", "epoch": 7, "iter": 4100, "lr": 0.0025, "memory": 2412, "data_time": 0.10245, "loss_cls": 0.25238, "loss_bbox": 0.37103, "loss": 0.62341, "grad_norm": 4.15941, "time": 0.22372}
{"mode": "train", "epoch": 7, "iter": 4150, "lr": 0.0025, "memory": 2412, "data_time": 0.08256, "loss_cls": 0.23399, "loss_bbox": 0.38827, "loss": 0.62226, "grad_norm": 4.23208, "time": 0.21842}
{"mode": "train", "epoch": 7, "iter": 4200, "lr": 0.0025, "memory": 2412, "data_time": 0.01896, "loss_cls": 0.25432, "loss_bbox": 0.40253, "loss": 0.65685, "grad_norm": 4.68633, "time": 0.14931}
{"mode": "train", "epoch": 7, "iter": 4250, "lr": 0.0025, "memory": 2412, "data_time": 0.09181, "loss_cls": 0.29108, "loss_bbox": 0.43371, "loss": 0.72479, "grad_norm": 5.02155, "time": 0.21628}
{"mode": "train", "epoch": 7, "iter": 4300, "lr": 0.0025, "memory": 2412, "data_time": 0.08349, "loss_cls": 0.23729, "loss_bbox": 0.36761, "loss": 0.6049, "grad_norm": 4.15395, "time": 0.21748}
{"mode": "train", "epoch": 7, "iter": 4350, "lr": 0.0025, "memory": 2412, "data_time": 0.09669, "loss_cls": 0.2187, "loss_bbox": 0.34795, "loss": 0.56665, "grad_norm": 3.81097, "time": 0.22056}
{"mode": "train", "epoch": 7, "iter": 4400, "lr": 0.0025, "memory": 2412, "data_time": 0.11549, "loss_cls": 0.26599, "loss_bbox": 0.33385, "loss": 0.59984, "grad_norm": 4.17393, "time": 0.23736}
{"mode": "train", "epoch": 7, "iter": 4450, "lr": 0.0025, "memory": 2412, "data_time": 0.08568, "loss_cls": 0.24866, "loss_bbox": 0.38034, "loss": 0.629, "grad_norm": 3.95003, "time": 0.2147}
{"mode": "train", "epoch": 7, "iter": 4500, "lr": 0.0025, "memory": 2412, "data_time": 0.08902, "loss_cls": 0.29832, "loss_bbox": 0.42879, "loss": 0.72711, "grad_norm": 4.92146, "time": 0.21156}
{"mode": "train", "epoch": 7, "iter": 4550, "lr": 0.0025, "memory": 2412, "data_time": 0.08653, "loss_cls": 0.24906, "loss_bbox": 0.41971, "loss": 0.66877, "grad_norm": 4.55209, "time": 0.21569}
{"mode": "train", "epoch": 7, "iter": 4600, "lr": 0.0025, "memory": 2412, "data_time": 0.1108, "loss_cls": 0.28047, "loss_bbox": 0.42965, "loss": 0.71013, "grad_norm": Infinity, "time": 0.23421}
{"mode": "train", "epoch": 7, "iter": 4650, "lr": 0.0025, "memory": 2412, "data_time": 0.09481, "loss_cls": 0.41559, "loss_bbox": 0.42395, "loss": 0.83954, "grad_norm": 6.80964, "time": 0.22247}
{"mode": "train", "epoch": 7, "iter": 4700, "lr": 0.0025, "memory": 2412, "data_time": 0.07642, "loss_cls": 0.30818, "loss_bbox": 0.40333, "loss": 0.71151, "grad_norm": 5.61599, "time": 0.20952}
{"mode": "train", "epoch": 7, "iter": 4750, "lr": 0.0025, "memory": 2412, "data_time": 0.08916, "loss_cls": 0.24357, "loss_bbox": 0.36895, "loss": 0.61252, "grad_norm": 4.25878, "time": 0.21145}
{"mode": "train", "epoch": 7, "iter": 4800, "lr": 0.0025, "memory": 2412, "data_time": 0.07244, "loss_cls": 0.26715, "loss_bbox": 0.40321, "loss": 0.67036, "grad_norm": 4.35738, "time": 0.20645}
{"mode": "train", "epoch": 7, "iter": 4850, "lr": 0.0025, "memory": 2412, "data_time": 0.00749, "loss_cls": 0.30159, "loss_bbox": 0.39017, "loss": 0.69177, "grad_norm": 5.89968, "time": 0.13535}
{"mode": "train", "epoch": 7, "iter": 4900, "lr": 0.0025, "memory": 2412, "data_time": 0.00696, "loss_cls": 0.29006, "loss_bbox": 0.41349, "loss": 0.70356, "grad_norm": 4.82627, "time": 0.1362}
{"mode": "train", "epoch": 7, "iter": 4950, "lr": 0.0025, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.24403, "loss_bbox": 0.39745, "loss": 0.64148, "grad_norm": 4.09187, "time": 0.12808}
{"mode": "train", "epoch": 7, "iter": 5000, "lr": 0.0025, "memory": 2412, "data_time": 0.0069, "loss_cls": 0.3404, "loss_bbox": 0.40498, "loss": 0.74538, "grad_norm": 5.9689, "time": 0.13444}
{"mode": "train", "epoch": 7, "iter": 5050, "lr": 0.0025, "memory": 2412, "data_time": 0.00631, "loss_cls": 0.28981, "loss_bbox": 0.35992, "loss": 0.64973, "grad_norm": 4.45304, "time": 0.13979}
{"mode": "train", "epoch": 7, "iter": 5100, "lr": 0.0025, "memory": 2412, "data_time": 0.0064, "loss_cls": 0.27902, "loss_bbox": 0.39961, "loss": 0.67863, "grad_norm": 4.26831, "time": 0.12956}
{"mode": "train", "epoch": 7, "iter": 5150, "lr": 0.0025, "memory": 2412, "data_time": 0.0061, "loss_cls": 0.27892, "loss_bbox": 0.39768, "loss": 0.6766, "grad_norm": 4.62525, "time": 0.12627}
{"mode": "train", "epoch": 7, "iter": 5200, "lr": 0.0025, "memory": 2412, "data_time": 0.00922, "loss_cls": 0.25658, "loss_bbox": 0.38519, "loss": 0.64178, "grad_norm": 5.05848, "time": 0.1426}
{"mode": "train", "epoch": 7, "iter": 5250, "lr": 0.0025, "memory": 2412, "data_time": 0.02159, "loss_cls": 0.27589, "loss_bbox": 0.35385, "loss": 0.62975, "grad_norm": 4.93473, "time": 0.14101}
{"mode": "train", "epoch": 7, "iter": 5300, "lr": 0.0025, "memory": 2412, "data_time": 0.03958, "loss_cls": 0.43661, "loss_bbox": 0.43823, "loss": 0.87484, "grad_norm": 5.84568, "time": 0.1602}
{"mode": "train", "epoch": 7, "iter": 5350, "lr": 0.0025, "memory": 2412, "data_time": 0.02869, "loss_cls": 0.33487, "loss_bbox": 0.5258, "loss": 0.86067, "grad_norm": 5.43442, "time": 0.16572}
{"mode": "train", "epoch": 7, "iter": 5400, "lr": 0.0025, "memory": 2412, "data_time": 0.02559, "loss_cls": 0.26224, "loss_bbox": 0.39251, "loss": 0.65475, "grad_norm": 4.55077, "time": 0.14729}
{"mode": "train", "epoch": 7, "iter": 5450, "lr": 0.0025, "memory": 2412, "data_time": 0.03602, "loss_cls": 0.23419, "loss_bbox": 0.34553, "loss": 0.57973, "grad_norm": 3.72384, "time": 0.16984}
{"mode": "train", "epoch": 7, "iter": 5500, "lr": 0.0025, "memory": 2412, "data_time": 0.06472, "loss_cls": 0.24448, "loss_bbox": 0.35908, "loss": 0.60356, "grad_norm": 4.09326, "time": 0.18692}
{"mode": "train", "epoch": 7, "iter": 5550, "lr": 0.0025, "memory": 2412, "data_time": 0.11698, "loss_cls": 0.28789, "loss_bbox": 0.39151, "loss": 0.67939, "grad_norm": 4.45083, "time": 0.24431}
{"mode": "train", "epoch": 7, "iter": 5600, "lr": 0.0025, "memory": 2412, "data_time": 0.13562, "loss_cls": 0.23202, "loss_bbox": 0.37444, "loss": 0.60646, "grad_norm": 3.814, "time": 0.27132}
{"mode": "train", "epoch": 7, "iter": 5650, "lr": 0.0025, "memory": 2412, "data_time": 0.1139, "loss_cls": 0.22058, "loss_bbox": 0.34916, "loss": 0.56974, "grad_norm": 4.16706, "time": 0.24197}
{"mode": "train", "epoch": 7, "iter": 5700, "lr": 0.0025, "memory": 2412, "data_time": 0.13487, "loss_cls": 0.2648, "loss_bbox": 0.35525, "loss": 0.62005, "grad_norm": 4.42203, "time": 0.2624}
{"mode": "train", "epoch": 7, "iter": 5750, "lr": 0.0025, "memory": 2412, "data_time": 0.08924, "loss_cls": 0.27404, "loss_bbox": 0.41237, "loss": 0.68641, "grad_norm": 4.51286, "time": 0.2162}
{"mode": "train", "epoch": 7, "iter": 5800, "lr": 0.0025, "memory": 2412, "data_time": 0.0962, "loss_cls": 0.21489, "loss_bbox": 0.36095, "loss": 0.57584, "grad_norm": 3.9793, "time": 0.22985}
{"mode": "train", "epoch": 7, "iter": 5850, "lr": 0.0025, "memory": 2412, "data_time": 0.12728, "loss_cls": 0.24131, "loss_bbox": 0.41696, "loss": 0.65827, "grad_norm": 4.99531, "time": 0.25598}
{"mode": "train", "epoch": 7, "iter": 5900, "lr": 0.0025, "memory": 2412, "data_time": 0.10731, "loss_cls": 0.22186, "loss_bbox": 0.37658, "loss": 0.59844, "grad_norm": 3.73167, "time": 0.23111}
{"mode": "train", "epoch": 7, "iter": 5950, "lr": 0.0025, "memory": 2412, "data_time": 0.09062, "loss_cls": 0.24538, "loss_bbox": 0.37882, "loss": 0.62421, "grad_norm": 4.77683, "time": 0.22658}
{"mode": "train", "epoch": 7, "iter": 6000, "lr": 0.0025, "memory": 2412, "data_time": 0.09502, "loss_cls": 0.2638, "loss_bbox": 0.37626, "loss": 0.64006, "grad_norm": 4.81231, "time": 0.22009}
{"mode": "train", "epoch": 7, "iter": 6050, "lr": 0.0025, "memory": 2412, "data_time": 0.10496, "loss_cls": 0.29385, "loss_bbox": 0.42557, "loss": 0.71942, "grad_norm": 5.00704, "time": 0.22923}
{"mode": "train", "epoch": 7, "iter": 6100, "lr": 0.0025, "memory": 2412, "data_time": 0.03218, "loss_cls": 0.33804, "loss_bbox": 0.49372, "loss": 0.83175, "grad_norm": 5.41724, "time": 0.15669}
{"mode": "train", "epoch": 7, "iter": 6150, "lr": 0.0025, "memory": 2412, "data_time": 0.10256, "loss_cls": 0.33093, "loss_bbox": 0.42822, "loss": 0.75915, "grad_norm": NaN, "time": 0.22825}
{"mode": "train", "epoch": 7, "iter": 6200, "lr": 0.0025, "memory": 2412, "data_time": 0.09668, "loss_cls": 0.26543, "loss_bbox": 0.40366, "loss": 0.66909, "grad_norm": 4.33322, "time": 0.22889}
{"mode": "train", "epoch": 7, "iter": 6250, "lr": 0.0025, "memory": 2412, "data_time": 0.14186, "loss_cls": 0.26182, "loss_bbox": 0.37082, "loss": 0.63264, "grad_norm": 4.86464, "time": 0.26808}
{"mode": "train", "epoch": 7, "iter": 6300, "lr": 0.0025, "memory": 2412, "data_time": 0.10852, "loss_cls": 0.25603, "loss_bbox": 0.39974, "loss": 0.65578, "grad_norm": 4.66917, "time": 0.23804}
{"mode": "train", "epoch": 7, "iter": 6350, "lr": 0.0025, "memory": 2412, "data_time": 0.12984, "loss_cls": 0.20267, "loss_bbox": 0.34316, "loss": 0.54583, "grad_norm": 3.85088, "time": 0.26067}
{"mode": "train", "epoch": 7, "iter": 6400, "lr": 0.0025, "memory": 2412, "data_time": 0.09491, "loss_cls": 0.22702, "loss_bbox": 0.38693, "loss": 0.61396, "grad_norm": 3.97181, "time": 0.2284}
{"mode": "train", "epoch": 8, "iter": 50, "lr": 0.0025, "memory": 2412, "data_time": 3.08183, "loss_cls": 0.27488, "loss_bbox": 0.39871, "loss": 0.67359, "grad_norm": 4.54312, "time": 3.2112}
{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.0025, "memory": 2412, "data_time": 0.00589, "loss_cls": 0.22668, "loss_bbox": 0.37591, "loss": 0.60259, "grad_norm": 3.92896, "time": 0.13592}
{"mode": "train", "epoch": 8, "iter": 150, "lr": 0.0025, "memory": 2412, "data_time": 0.00547, "loss_cls": 0.30039, "loss_bbox": 0.44481, "loss": 0.7452, "grad_norm": 5.90576, "time": 0.12697}
{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.0025, "memory": 2412, "data_time": 0.00562, "loss_cls": 0.27635, "loss_bbox": 0.44308, "loss": 0.71943, "grad_norm": 4.7837, "time": 0.132}
{"mode": "train", "epoch": 8, "iter": 250, "lr": 0.0025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.26874, "loss_bbox": 0.40752, "loss": 0.67626, "grad_norm": 4.76362, "time": 0.12848}
{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.0025, "memory": 2412, "data_time": 0.0119, "loss_cls": 0.25008, "loss_bbox": 0.37585, "loss": 0.62594, "grad_norm": 4.65612, "time": 0.1416}
{"mode": "train", "epoch": 8, "iter": 350, "lr": 0.0025, "memory": 2412, "data_time": 0.00658, "loss_cls": 0.22658, "loss_bbox": 0.38375, "loss": 0.61033, "grad_norm": 4.12851, "time": 0.12847}
{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.0025, "memory": 2412, "data_time": 0.00665, "loss_cls": 0.27002, "loss_bbox": 0.37922, "loss": 0.64924, "grad_norm": 4.84335, "time": 0.13042}
{"mode": "train", "epoch": 8, "iter": 450, "lr": 0.0025, "memory": 2412, "data_time": 0.00775, "loss_cls": 0.25553, "loss_bbox": 0.36914, "loss": 0.62468, "grad_norm": 4.51628, "time": 0.13049}
{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.0025, "memory": 2412, "data_time": 0.0232, "loss_cls": 0.29345, "loss_bbox": 0.41677, "loss": 0.71022, "grad_norm": 5.66277, "time": 0.15153}
{"mode": "train", "epoch": 8, "iter": 550, "lr": 0.0025, "memory": 2412, "data_time": 0.00895, "loss_cls": 0.22744, "loss_bbox": 0.42932, "loss": 0.65677, "grad_norm": 4.67051, "time": 0.15147}
{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.0025, "memory": 2412, "data_time": 0.00664, "loss_cls": 0.33108, "loss_bbox": 0.53695, "loss": 0.86804, "grad_norm": 6.50977, "time": 0.12932}
{"mode": "train", "epoch": 8, "iter": 650, "lr": 0.0025, "memory": 2412, "data_time": 0.01042, "loss_cls": 0.24221, "loss_bbox": 0.42302, "loss": 0.66523, "grad_norm": 4.92355, "time": 0.13646}
{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.0025, "memory": 2412, "data_time": 0.00741, "loss_cls": 0.23228, "loss_bbox": 0.37643, "loss": 0.60871, "grad_norm": 4.04263, "time": 0.13907}
{"mode": "train", "epoch": 8, "iter": 750, "lr": 0.0025, "memory": 2412, "data_time": 0.0066, "loss_cls": 0.21944, "loss_bbox": 0.38484, "loss": 0.60429, "grad_norm": 4.26746, "time": 0.1294}
{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.0025, "memory": 2412, "data_time": 0.00691, "loss_cls": 0.23755, "loss_bbox": 0.44246, "loss": 0.68001, "grad_norm": 4.72691, "time": 0.13743}
{"mode": "train", "epoch": 8, "iter": 850, "lr": 0.0025, "memory": 2412, "data_time": 0.00697, "loss_cls": 0.23378, "loss_bbox": 0.3463, "loss": 0.58008, "grad_norm": 3.90158, "time": 0.13433}
{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.0025, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.26332, "loss_bbox": 0.36131, "loss": 0.62463, "grad_norm": 5.00517, "time": 0.1265}
{"mode": "train", "epoch": 8, "iter": 950, "lr": 0.0025, "memory": 2412, "data_time": 0.00787, "loss_cls": 0.36908, "loss_bbox": 0.41819, "loss": 0.78727, "grad_norm": 6.276, "time": 0.13576}
{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.0025, "memory": 2412, "data_time": 0.00733, "loss_cls": 0.25948, "loss_bbox": 0.34664, "loss": 0.60612, "grad_norm": 4.70098, "time": 0.13545}
{"mode": "train", "epoch": 8, "iter": 1050, "lr": 0.0025, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.23335, "loss_bbox": 0.35952, "loss": 0.59288, "grad_norm": 4.28726, "time": 0.13349}
{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.0025, "memory": 2412, "data_time": 0.00713, "loss_cls": 0.24208, "loss_bbox": 0.39235, "loss": 0.63443, "grad_norm": 4.52911, "time": 0.14194}
{"mode": "train", "epoch": 8, "iter": 1150, "lr": 0.0025, "memory": 2412, "data_time": 0.00652, "loss_cls": 0.31862, "loss_bbox": 0.40201, "loss": 0.72063, "grad_norm": 5.72767, "time": 0.12668}
{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.0025, "memory": 2412, "data_time": 0.04173, "loss_cls": 0.28163, "loss_bbox": 0.47067, "loss": 0.7523, "grad_norm": 4.61393, "time": 0.1727}
{"mode": "train", "epoch": 8, "iter": 1250, "lr": 0.0025, "memory": 2412, "data_time": 0.06746, "loss_cls": 0.19359, "loss_bbox": 0.38289, "loss": 0.57649, "grad_norm": 3.78712, "time": 0.20283}
{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.0025, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.22117, "loss_bbox": 0.3701, "loss": 0.59126, "grad_norm": 3.9888, "time": 0.12871}
{"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.0025, "memory": 2412, "data_time": 0.00712, "loss_cls": 0.2573, "loss_bbox": 0.37791, "loss": 0.63522, "grad_norm": 4.5365, "time": 0.13838}
{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.0025, "memory": 2412, "data_time": 0.01294, "loss_cls": 0.28144, "loss_bbox": 0.4447, "loss": 0.72614, "grad_norm": 5.10976, "time": 0.13435}
{"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.0025, "memory": 2412, "data_time": 0.0106, "loss_cls": 0.22179, "loss_bbox": 0.3488, "loss": 0.57059, "grad_norm": 4.00501, "time": 0.13381}
{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.0025, "memory": 2412, "data_time": 0.00746, "loss_cls": 0.26582, "loss_bbox": 0.38415, "loss": 0.64998, "grad_norm": 4.47885, "time": 0.13596}
{"mode": "train", "epoch": 8, "iter": 1550, "lr": 0.0025, "memory": 2412, "data_time": 0.00667, "loss_cls": 0.27839, "loss_bbox": 0.43492, "loss": 0.7133, "grad_norm": 4.96741, "time": 0.12877}
{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.0025, "memory": 2412, "data_time": 0.01246, "loss_cls": 0.25931, "loss_bbox": 0.36149, "loss": 0.6208, "grad_norm": 4.28706, "time": 0.13483}
{"mode": "train", "epoch": 8, "iter": 1650, "lr": 0.0025, "memory": 2412, "data_time": 0.00905, "loss_cls": 0.24162, "loss_bbox": 0.37816, "loss": 0.61978, "grad_norm": 4.39171, "time": 0.13509}
{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.0025, "memory": 2412, "data_time": 0.00758, "loss_cls": 0.20218, "loss_bbox": 0.34529, "loss": 0.54747, "grad_norm": 3.8442, "time": 0.13748}
{"mode": "train", "epoch": 8, "iter": 1750, "lr": 0.0025, "memory": 2412, "data_time": 0.00666, "loss_cls": 0.2632, "loss_bbox": 0.3693, "loss": 0.6325, "grad_norm": 4.32885, "time": 0.12784}
{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.0025, "memory": 2412, "data_time": 0.01387, "loss_cls": 0.19192, "loss_bbox": 0.35374, "loss": 0.54566, "grad_norm": 3.75437, "time": 0.13837}
{"mode": "train", "epoch": 8, "iter": 1850, "lr": 0.0025, "memory": 2412, "data_time": 0.00726, "loss_cls": 0.21809, "loss_bbox": 0.35391, "loss": 0.572, "grad_norm": 4.09207, "time": 0.13476}
{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.0025, "memory": 2412, "data_time": 0.00682, "loss_cls": 0.2123, "loss_bbox": 0.35752, "loss": 0.56982, "grad_norm": 4.33904, "time": 0.13062}
{"mode": "train", "epoch": 8, "iter": 1950, "lr": 0.0025, "memory": 2412, "data_time": 0.00684, "loss_cls": 0.19552, "loss_bbox": 0.33989, "loss": 0.53541, "grad_norm": 4.01841, "time": 0.13463}
{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.0025, "memory": 2412, "data_time": 0.0068, "loss_cls": 0.2291, "loss_bbox": 0.36322, "loss": 0.59232, "grad_norm": 4.25486, "time": 0.12831}
{"mode": "train", "epoch": 8, "iter": 2050, "lr": 0.0025, "memory": 2412, "data_time": 0.00936, "loss_cls": 0.21288, "loss_bbox": 0.34254, "loss": 0.55542, "grad_norm": 3.93651, "time": 0.13834}
{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.0025, "memory": 2412, "data_time": 0.0075, "loss_cls": 0.22251, "loss_bbox": 0.3371, "loss": 0.55961, "grad_norm": 4.31353, "time": 0.13909}
{"mode": "train", "epoch": 8, "iter": 2150, "lr": 0.0025, "memory": 2412, "data_time": 0.00692, "loss_cls": 0.33177, "loss_bbox": 0.43597, "loss": 0.76774, "grad_norm": 5.94374, "time": 0.13285}
{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.0025, "memory": 2412, "data_time": 0.00575, "loss_cls": 0.32379, "loss_bbox": 0.40906, "loss": 0.73285, "grad_norm": 5.6994, "time": 0.12728}
{"mode": "train", "epoch": 8, "iter": 2250, "lr": 0.0025, "memory": 2412, "data_time": 0.00655, "loss_cls": 0.29829, "loss_bbox": 0.51511, "loss": 0.8134, "grad_norm": 5.12365, "time": 0.1317}
{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.0025, "memory": 2412, "data_time": 0.01012, "loss_cls": 0.31396, "loss_bbox": 0.38852, "loss": 0.70248, "grad_norm": 4.92537, "time": 0.13961}
{"mode": "train", "epoch": 8, "iter": 2350, "lr": 0.0025, "memory": 2412, "data_time": 0.00644, "loss_cls": 0.26458, "loss_bbox": 0.38606, "loss": 0.65064, "grad_norm": 4.67219, "time": 0.13138}
{"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.0025, "memory": 2412, "data_time": 0.00682, "loss_cls": 0.26865, "loss_bbox": 0.3946, "loss": 0.66325, "grad_norm": 4.61105, "time": 0.13197}
{"mode": "train", "epoch": 8, "iter": 2450, "lr": 0.0025, "memory": 2412, "data_time": 0.00721, "loss_cls": 0.29545, "loss_bbox": 0.36199, "loss": 0.65744, "grad_norm": 4.32456, "time": 0.1405}
{"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.0025, "memory": 2412, "data_time": 0.0066, "loss_cls": 0.28094, "loss_bbox": 0.44298, "loss": 0.72392, "grad_norm": 4.98762, "time": 0.12902}
{"mode": "train", "epoch": 8, "iter": 2550, "lr": 0.0025, "memory": 2412, "data_time": 0.00677, "loss_cls": 0.31832, "loss_bbox": 0.40784, "loss": 0.72616, "grad_norm": 5.47769, "time": 0.13453}
{"mode": "train", "epoch": 8, "iter": 2600, "lr": 0.0025, "memory": 2412, "data_time": 0.00642, "loss_cls": 0.33315, "loss_bbox": 0.42721, "loss": 0.76036, "grad_norm": 5.31431, "time": 0.1325}
{"mode": "train", "epoch": 8, "iter": 2650, "lr": 0.0025, "memory": 2412, "data_time": 0.00638, "loss_cls": 0.31863, "loss_bbox": 0.41239, "loss": 0.73102, "grad_norm": 4.72459, "time": 0.12802}
{"mode": "train", "epoch": 8, "iter": 2700, "lr": 0.0025, "memory": 2412, "data_time": 0.00662, "loss_cls": 0.35622, "loss_bbox": 0.40217, "loss": 0.7584, "grad_norm": 5.47712, "time": 0.13352}
{"mode": "train", "epoch": 8, "iter": 2750, "lr": 0.0025, "memory": 2412, "data_time": 0.00667, "loss_cls": 0.2886, "loss_bbox": 0.42884, "loss": 0.71744, "grad_norm": 4.72558, "time": 0.13181}
{"mode": "train", "epoch": 8, "iter": 2800, "lr": 0.0025, "memory": 2412, "data_time": 0.00664, "loss_cls": 0.29317, "loss_bbox": 0.41598, "loss": 0.70916, "grad_norm": 4.9501, "time": 0.13254}
{"mode": "train", "epoch": 8, "iter": 2850, "lr": 0.0025, "memory": 2412, "data_time": 0.01365, "loss_cls": 0.24732, "loss_bbox": 0.34239, "loss": 0.58972, "grad_norm": 3.90467, "time": 0.13683}
{"mode": "train", "epoch": 8, "iter": 2900, "lr": 0.0025, "memory": 2412, "data_time": 0.00653, "loss_cls": 0.26423, "loss_bbox": 0.33567, "loss": 0.59991, "grad_norm": 4.05952, "time": 0.13414}
{"mode": "train", "epoch": 8, "iter": 2950, "lr": 0.0025, "memory": 2412, "data_time": 0.00968, "loss_cls": 0.29596, "loss_bbox": 0.40121, "loss": 0.69717, "grad_norm": 4.58213, "time": 0.14464}
{"mode": "train", "epoch": 8, "iter": 3000, "lr": 0.0025, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.24683, "loss_bbox": 0.37427, "loss": 0.6211, "grad_norm": 4.74447, "time": 0.12617}
{"mode": "train", "epoch": 8, "iter": 3050, "lr": 0.0025, "memory": 2412, "data_time": 0.00651, "loss_cls": 0.27103, "loss_bbox": 0.36152, "loss": 0.63255, "grad_norm": 4.31491, "time": 0.12848}
{"mode": "train", "epoch": 8, "iter": 3100, "lr": 0.0025, "memory": 2412, "data_time": 0.00577, "loss_cls": 0.24025, "loss_bbox": 0.35987, "loss": 0.60013, "grad_norm": 4.49165, "time": 0.13189}
{"mode": "train", "epoch": 8, "iter": 3150, "lr": 0.0025, "memory": 2412, "data_time": 0.00959, "loss_cls": 0.28634, "loss_bbox": 0.37461, "loss": 0.66095, "grad_norm": 5.31503, "time": 0.13283}
{"mode": "train", "epoch": 8, "iter": 3200, "lr": 0.0025, "memory": 2412, "data_time": 0.00652, "loss_cls": 0.25211, "loss_bbox": 0.37691, "loss": 0.62902, "grad_norm": 4.05012, "time": 0.13138}
{"mode": "train", "epoch": 8, "iter": 3250, "lr": 0.0025, "memory": 2412, "data_time": 0.006, "loss_cls": 0.24392, "loss_bbox": 0.38612, "loss": 0.63005, "grad_norm": 4.59613, "time": 0.13208}
{"mode": "train", "epoch": 8, "iter": 3300, "lr": 0.0025, "memory": 2412, "data_time": 0.00659, "loss_cls": 0.28152, "loss_bbox": 0.38233, "loss": 0.66385, "grad_norm": 5.39216, "time": 0.13631}
{"mode": "train", "epoch": 8, "iter": 3350, "lr": 0.0025, "memory": 2412, "data_time": 0.00603, "loss_cls": 0.31672, "loss_bbox": 0.37856, "loss": 0.69527, "grad_norm": 4.60202, "time": 0.12941}
{"mode": "train", "epoch": 8, "iter": 3400, "lr": 0.0025, "memory": 2412, "data_time": 0.00584, "loss_cls": 0.29127, "loss_bbox": 0.36863, "loss": 0.6599, "grad_norm": 3.89026, "time": 0.13296}
{"mode": "train", "epoch": 8, "iter": 3450, "lr": 0.0025, "memory": 2412, "data_time": 0.00623, "loss_cls": 0.23963, "loss_bbox": 0.3423, "loss": 0.58193, "grad_norm": 4.44439, "time": 0.13809}
{"mode": "train", "epoch": 8, "iter": 3500, "lr": 0.0025, "memory": 2412, "data_time": 0.00608, "loss_cls": 0.26363, "loss_bbox": 0.43247, "loss": 0.6961, "grad_norm": 4.58661, "time": 0.12673}
{"mode": "train", "epoch": 8, "iter": 3550, "lr": 0.0025, "memory": 2412, "data_time": 0.00645, "loss_cls": 0.23497, "loss_bbox": 0.34999, "loss": 0.58496, "grad_norm": 4.21045, "time": 0.13279}
{"mode": "train", "epoch": 8, "iter": 3600, "lr": 0.0025, "memory": 2412, "data_time": 0.00691, "loss_cls": 0.25474, "loss_bbox": 0.38088, "loss": 0.63562, "grad_norm": 4.7535, "time": 0.13527}
{"mode": "train", "epoch": 8, "iter": 3650, "lr": 0.0025, "memory": 2412, "data_time": 0.0072, "loss_cls": 0.22236, "loss_bbox": 0.42584, "loss": 0.6482, "grad_norm": 4.38969, "time": 0.12865}
{"mode": "train", "epoch": 8, "iter": 3700, "lr": 0.0025, "memory": 2412, "data_time": 0.0143, "loss_cls": 0.2517, "loss_bbox": 0.38122, "loss": 0.63292, "grad_norm": 5.30496, "time": 0.14471}
{"mode": "train", "epoch": 8, "iter": 3750, "lr": 0.0025, "memory": 2412, "data_time": 0.00661, "loss_cls": 0.25012, "loss_bbox": 0.37942, "loss": 0.62954, "grad_norm": 4.34421, "time": 0.12798}
{"mode": "train", "epoch": 8, "iter": 3800, "lr": 0.0025, "memory": 2412, "data_time": 0.00687, "loss_cls": 0.29084, "loss_bbox": 0.44566, "loss": 0.7365, "grad_norm": 4.84134, "time": 0.13226}
{"mode": "train", "epoch": 8, "iter": 3850, "lr": 0.0025, "memory": 2412, "data_time": 0.01096, "loss_cls": 0.26774, "loss_bbox": 0.41921, "loss": 0.68695, "grad_norm": 4.42662, "time": 0.1306}
{"mode": "train", "epoch": 8, "iter": 3900, "lr": 0.0025, "memory": 2412, "data_time": 0.01191, "loss_cls": 0.25012, "loss_bbox": 0.40106, "loss": 0.65119, "grad_norm": 4.08388, "time": 0.1437}
{"mode": "train", "epoch": 8, "iter": 3950, "lr": 0.0025, "memory": 2412, "data_time": 0.00645, "loss_cls": 0.24808, "loss_bbox": 0.35201, "loss": 0.60009, "grad_norm": 3.96392, "time": 0.13039}
{"mode": "train", "epoch": 8, "iter": 4000, "lr": 0.0025, "memory": 2412, "data_time": 0.01822, "loss_cls": 0.24299, "loss_bbox": 0.3796, "loss": 0.62259, "grad_norm": 4.45541, "time": 0.14053}
{"mode": "train", "epoch": 8, "iter": 4050, "lr": 0.0025, "memory": 2412, "data_time": 0.00632, "loss_cls": 0.29612, "loss_bbox": 0.38299, "loss": 0.67911, "grad_norm": 5.25532, "time": 0.13624}
{"mode": "train", "epoch": 8, "iter": 4100, "lr": 0.0025, "memory": 2412, "data_time": 0.00639, "loss_cls": 0.36771, "loss_bbox": 0.35959, "loss": 0.72729, "grad_norm": Infinity, "time": 0.12633}
{"mode": "train", "epoch": 8, "iter": 4150, "lr": 0.0025, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.26219, "loss_bbox": 0.37483, "loss": 0.63702, "grad_norm": 4.88793, "time": 0.12626}
{"mode": "train", "epoch": 8, "iter": 4200, "lr": 0.0025, "memory": 2412, "data_time": 0.00663, "loss_cls": 0.22126, "loss_bbox": 0.37726, "loss": 0.59852, "grad_norm": 4.24447, "time": 0.13825}
{"mode": "train", "epoch": 8, "iter": 4250, "lr": 0.0025, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.21663, "loss_bbox": 0.35753, "loss": 0.57416, "grad_norm": 4.54609, "time": 0.12838}
{"mode": "train", "epoch": 8, "iter": 4300, "lr": 0.0025, "memory": 2412, "data_time": 0.00626, "loss_cls": 0.25584, "loss_bbox": 0.41406, "loss": 0.66991, "grad_norm": 5.62866, "time": 0.12536}
{"mode": "train", "epoch": 8, "iter": 4350, "lr": 0.0025, "memory": 2412, "data_time": 0.0075, "loss_cls": 0.25596, "loss_bbox": 0.3754, "loss": 0.63135, "grad_norm": 4.14538, "time": 0.13416}
{"mode": "train", "epoch": 8, "iter": 4400, "lr": 0.0025, "memory": 2412, "data_time": 0.00624, "loss_cls": 0.30827, "loss_bbox": 0.3858, "loss": 0.69407, "grad_norm": 4.51367, "time": 0.12506}
{"mode": "train", "epoch": 8, "iter": 4450, "lr": 0.0025, "memory": 2412, "data_time": 0.00683, "loss_cls": 0.28341, "loss_bbox": 0.33986, "loss": 0.62326, "grad_norm": 4.64521, "time": 0.13299}
{"mode": "train", "epoch": 8, "iter": 4500, "lr": 0.0025, "memory": 2412, "data_time": 0.00923, "loss_cls": 0.22557, "loss_bbox": 0.32114, "loss": 0.54671, "grad_norm": 3.56091, "time": 0.13251}
{"mode": "train", "epoch": 8, "iter": 4550, "lr": 0.0025, "memory": 2412, "data_time": 0.01364, "loss_cls": 0.22734, "loss_bbox": 0.35212, "loss": 0.57945, "grad_norm": 4.06827, "time": 0.13715}
{"mode": "train", "epoch": 8, "iter": 4600, "lr": 0.0025, "memory": 2412, "data_time": 0.00673, "loss_cls": 0.29733, "loss_bbox": 0.45576, "loss": 0.75309, "grad_norm": 5.38884, "time": 0.13155}
{"mode": "train", "epoch": 8, "iter": 4650, "lr": 0.0025, "memory": 2412, "data_time": 0.00667, "loss_cls": 0.2667, "loss_bbox": 0.36599, "loss": 0.63269, "grad_norm": 5.30805, "time": 0.13121}
{"mode": "train", "epoch": 8, "iter": 4700, "lr": 0.0025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.26815, "loss_bbox": 0.42704, "loss": 0.69519, "grad_norm": 5.67458, "time": 0.13013}
{"mode": "train", "epoch": 8, "iter": 4750, "lr": 0.0025, "memory": 2412, "data_time": 0.00636, "loss_cls": 0.29465, "loss_bbox": 0.46661, "loss": 0.76126, "grad_norm": 5.25573, "time": 0.13189}
{"mode": "train", "epoch": 8, "iter": 4800, "lr": 0.0025, "memory": 2412, "data_time": 0.00751, "loss_cls": 0.25417, "loss_bbox": 0.41417, "loss": 0.66834, "grad_norm": 4.42931, "time": 0.14009}
{"mode": "train", "epoch": 8, "iter": 4850, "lr": 0.0025, "memory": 2412, "data_time": 0.00586, "loss_cls": 0.24996, "loss_bbox": 0.37782, "loss": 0.62779, "grad_norm": 5.14926, "time": 0.12623}
{"mode": "train", "epoch": 8, "iter": 4900, "lr": 0.0025, "memory": 2412, "data_time": 0.01095, "loss_cls": 0.22052, "loss_bbox": 0.36974, "loss": 0.59026, "grad_norm": 4.02758, "time": 0.14566}
{"mode": "train", "epoch": 8, "iter": 4950, "lr": 0.0025, "memory": 2412, "data_time": 0.01811, "loss_cls": 0.27454, "loss_bbox": 0.35181, "loss": 0.62635, "grad_norm": 4.54839, "time": 0.14341}
{"mode": "train", "epoch": 8, "iter": 5000, "lr": 0.0025, "memory": 2412, "data_time": 0.00619, "loss_cls": 0.24488, "loss_bbox": 0.35131, "loss": 0.59619, "grad_norm": 3.87281, "time": 0.12721}
{"mode": "train", "epoch": 8, "iter": 5050, "lr": 0.0025, "memory": 2412, "data_time": 0.01194, "loss_cls": 0.25897, "loss_bbox": 0.35776, "loss": 0.61673, "grad_norm": 4.44971, "time": 0.13882}
{"mode": "train", "epoch": 8, "iter": 5100, "lr": 0.0025, "memory": 2412, "data_time": 0.00505, "loss_cls": 0.24145, "loss_bbox": 0.37541, "loss": 0.61686, "grad_norm": 4.41773, "time": 0.1253}
{"mode": "train", "epoch": 8, "iter": 5150, "lr": 0.0025, "memory": 2412, "data_time": 0.00607, "loss_cls": 0.2563, "loss_bbox": 0.37558, "loss": 0.63189, "grad_norm": 4.29992, "time": 0.12729}
{"mode": "train", "epoch": 8, "iter": 5200, "lr": 0.0025, "memory": 2412, "data_time": 0.00981, "loss_cls": 0.25245, "loss_bbox": 0.3354, "loss": 0.58785, "grad_norm": 4.2549, "time": 0.1444}
{"mode": "train", "epoch": 8, "iter": 5250, "lr": 0.0025, "memory": 2412, "data_time": 0.01832, "loss_cls": 0.25062, "loss_bbox": 0.41063, "loss": 0.66126, "grad_norm": 4.78078, "time": 0.14649}
{"mode": "train", "epoch": 8, "iter": 5300, "lr": 0.0025, "memory": 2412, "data_time": 0.01159, "loss_cls": 0.2372, "loss_bbox": 0.36741, "loss": 0.60461, "grad_norm": 4.5091, "time": 0.13278}
{"mode": "train", "epoch": 8, "iter": 5350, "lr": 0.0025, "memory": 2412, "data_time": 0.0105, "loss_cls": 0.2225, "loss_bbox": 0.42682, "loss": 0.64932, "grad_norm": 4.14325, "time": 0.1355}
{"mode": "train", "epoch": 8, "iter": 5400, "lr": 0.0025, "memory": 2412, "data_time": 0.0134, "loss_cls": 0.23682, "loss_bbox": 0.35155, "loss": 0.58837, "grad_norm": 4.05528, "time": 0.14423}
{"mode": "train", "epoch": 8, "iter": 5450, "lr": 0.0025, "memory": 2412, "data_time": 0.02855, "loss_cls": 0.20707, "loss_bbox": 0.37905, "loss": 0.58612, "grad_norm": 4.20113, "time": 0.15346}
{"mode": "train", "epoch": 8, "iter": 5500, "lr": 0.0025, "memory": 2412, "data_time": 0.01812, "loss_cls": 0.19635, "loss_bbox": 0.34084, "loss": 0.53718, "grad_norm": 3.86572, "time": 0.14505}
{"mode": "train", "epoch": 8, "iter": 5550, "lr": 0.0025, "memory": 2412, "data_time": 0.02568, "loss_cls": 0.23773, "loss_bbox": 0.38585, "loss": 0.62358, "grad_norm": 4.8219, "time": 0.15035}
{"mode": "train", "epoch": 8, "iter": 5600, "lr": 0.0025, "memory": 2412, "data_time": 0.01185, "loss_cls": 0.33247, "loss_bbox": 0.38056, "loss": 0.71302, "grad_norm": Infinity, "time": 0.13519}
{"mode": "train", "epoch": 8, "iter": 5650, "lr": 0.0025, "memory": 2412, "data_time": 0.02455, "loss_cls": 0.21624, "loss_bbox": 0.38618, "loss": 0.60242, "grad_norm": 4.30633, "time": 0.1494}
{"mode": "train", "epoch": 8, "iter": 5700, "lr": 0.0025, "memory": 2412, "data_time": 0.03639, "loss_cls": 0.24252, "loss_bbox": 0.36158, "loss": 0.6041, "grad_norm": 4.51183, "time": 0.1554}
{"mode": "train", "epoch": 8, "iter": 5750, "lr": 0.0025, "memory": 2412, "data_time": 0.02949, "loss_cls": 0.25394, "loss_bbox": 0.35746, "loss": 0.61141, "grad_norm": 3.97863, "time": 0.15711}
{"mode": "train", "epoch": 8, "iter": 5800, "lr": 0.0025, "memory": 2412, "data_time": 0.01839, "loss_cls": 0.18581, "loss_bbox": 0.33357, "loss": 0.51938, "grad_norm": 3.3072, "time": 0.1488}
{"mode": "train", "epoch": 8, "iter": 5850, "lr": 0.0025, "memory": 2412, "data_time": 0.01373, "loss_cls": 0.23146, "loss_bbox": 0.34539, "loss": 0.57685, "grad_norm": 4.36741, "time": 0.13792}
{"mode": "train", "epoch": 8, "iter": 5900, "lr": 0.0025, "memory": 2412, "data_time": 0.02806, "loss_cls": 0.22221, "loss_bbox": 0.37754, "loss": 0.59975, "grad_norm": 4.44419, "time": 0.15005}
{"mode": "train", "epoch": 8, "iter": 5950, "lr": 0.0025, "memory": 2412, "data_time": 0.00512, "loss_cls": 0.23611, "loss_bbox": 0.37183, "loss": 0.60794, "grad_norm": 4.6417, "time": 0.12394}
{"mode": "train", "epoch": 8, "iter": 6000, "lr": 0.0025, "memory": 2412, "data_time": 0.00525, "loss_cls": 0.28398, "loss_bbox": 0.38865, "loss": 0.67264, "grad_norm": 4.68051, "time": 0.13735}
{"mode": "train", "epoch": 8, "iter": 6050, "lr": 0.0025, "memory": 2412, "data_time": 0.01627, "loss_cls": 0.27623, "loss_bbox": 0.34427, "loss": 0.6205, "grad_norm": 4.1141, "time": 0.13723}
{"mode": "train", "epoch": 8, "iter": 6100, "lr": 0.0025, "memory": 2412, "data_time": 0.01277, "loss_cls": 0.24047, "loss_bbox": 0.34153, "loss": 0.582, "grad_norm": 3.82756, "time": 0.13449}
{"mode": "train", "epoch": 8, "iter": 6150, "lr": 0.0025, "memory": 2412, "data_time": 0.02907, "loss_cls": 0.22324, "loss_bbox": 0.35305, "loss": 0.57629, "grad_norm": 4.04293, "time": 0.15421}
{"mode": "train", "epoch": 8, "iter": 6200, "lr": 0.0025, "memory": 2412, "data_time": 0.00565, "loss_cls": 0.21738, "loss_bbox": 0.36288, "loss": 0.58026, "grad_norm": 4.43873, "time": 0.13189}
{"mode": "train", "epoch": 8, "iter": 6250, "lr": 0.0025, "memory": 2412, "data_time": 0.03578, "loss_cls": 0.25332, "loss_bbox": 0.3607, "loss": 0.61402, "grad_norm": 4.51041, "time": 0.16499}
{"mode": "train", "epoch": 8, "iter": 6300, "lr": 0.0025, "memory": 2412, "data_time": 0.02194, "loss_cls": 0.27543, "loss_bbox": 0.42746, "loss": 0.70289, "grad_norm": 5.42464, "time": 0.1477}
{"mode": "train", "epoch": 8, "iter": 6350, "lr": 0.0025, "memory": 2412, "data_time": 0.01904, "loss_cls": 0.2362, "loss_bbox": 0.35572, "loss": 0.59192, "grad_norm": 4.40024, "time": 0.15253}
{"mode": "train", "epoch": 8, "iter": 6400, "lr": 0.0025, "memory": 2412, "data_time": 0.02504, "loss_cls": 0.28551, "loss_bbox": 0.39214, "loss": 0.67765, "grad_norm": 5.02181, "time": 0.14992}
{"mode": "train", "epoch": 9, "iter": 50, "lr": 0.00025, "memory": 2412, "data_time": 3.1059, "loss_cls": 0.21982, "loss_bbox": 0.34828, "loss": 0.56811, "grad_norm": 3.93528, "time": 3.23535}
{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.00025, "memory": 2412, "data_time": 0.03202, "loss_cls": 0.26771, "loss_bbox": 0.38255, "loss": 0.65026, "grad_norm": 5.16781, "time": 0.16094}
{"mode": "train", "epoch": 9, "iter": 150, "lr": 0.00025, "memory": 2412, "data_time": 0.02053, "loss_cls": 0.23368, "loss_bbox": 0.34389, "loss": 0.57758, "grad_norm": 3.8479, "time": 0.14743}
{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.00025, "memory": 2412, "data_time": 0.02118, "loss_cls": 0.20765, "loss_bbox": 0.34012, "loss": 0.54776, "grad_norm": 4.16497, "time": 0.1464}
{"mode": "train", "epoch": 9, "iter": 250, "lr": 0.00025, "memory": 2412, "data_time": 0.00933, "loss_cls": 0.20394, "loss_bbox": 0.36348, "loss": 0.56742, "grad_norm": 4.35055, "time": 0.13339}
{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.00025, "memory": 2412, "data_time": 0.00807, "loss_cls": 0.2224, "loss_bbox": 0.31559, "loss": 0.53798, "grad_norm": 4.37959, "time": 0.13696}
{"mode": "train", "epoch": 9, "iter": 350, "lr": 0.00025, "memory": 2412, "data_time": 0.00706, "loss_cls": 0.23485, "loss_bbox": 0.31839, "loss": 0.55324, "grad_norm": 4.286, "time": 0.1305}
{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.00025, "memory": 2412, "data_time": 0.00831, "loss_cls": 0.18161, "loss_bbox": 0.33684, "loss": 0.51845, "grad_norm": 4.17778, "time": 0.13458}
{"mode": "train", "epoch": 9, "iter": 450, "lr": 0.00025, "memory": 2412, "data_time": 0.03275, "loss_cls": 0.18443, "loss_bbox": 0.30843, "loss": 0.49286, "grad_norm": 3.61021, "time": 0.15943}
{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.00025, "memory": 2412, "data_time": 0.01316, "loss_cls": 0.16837, "loss_bbox": 0.31151, "loss": 0.47988, "grad_norm": 3.56685, "time": 0.14103}
{"mode": "train", "epoch": 9, "iter": 550, "lr": 0.00025, "memory": 2412, "data_time": 0.00655, "loss_cls": 0.17191, "loss_bbox": 0.30218, "loss": 0.47409, "grad_norm": 3.57998, "time": 0.13013}
{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.00025, "memory": 2412, "data_time": 0.00648, "loss_cls": 0.20173, "loss_bbox": 0.30951, "loss": 0.51124, "grad_norm": 3.81076, "time": 0.13292}
{"mode": "train", "epoch": 9, "iter": 650, "lr": 0.00025, "memory": 2412, "data_time": 0.02282, "loss_cls": 0.22848, "loss_bbox": 0.33259, "loss": 0.56108, "grad_norm": 4.41247, "time": 0.14935}
{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.00025, "memory": 2412, "data_time": 0.01301, "loss_cls": 0.19958, "loss_bbox": 0.32087, "loss": 0.52045, "grad_norm": 3.76019, "time": 0.13704}
{"mode": "train", "epoch": 9, "iter": 750, "lr": 0.00025, "memory": 2412, "data_time": 0.0203, "loss_cls": 0.19345, "loss_bbox": 0.32356, "loss": 0.51701, "grad_norm": 3.276, "time": 0.14992}
{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.00025, "memory": 2412, "data_time": 0.00685, "loss_cls": 0.21524, "loss_bbox": 0.33166, "loss": 0.54691, "grad_norm": 4.13316, "time": 0.13335}
{"mode": "train", "epoch": 9, "iter": 850, "lr": 0.00025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.201, "loss_bbox": 0.30843, "loss": 0.50944, "grad_norm": 3.63839, "time": 0.12566}
{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.00025, "memory": 2412, "data_time": 0.00732, "loss_cls": 0.2289, "loss_bbox": 0.36543, "loss": 0.59433, "grad_norm": 4.01894, "time": 0.13589}
{"mode": "train", "epoch": 9, "iter": 950, "lr": 0.00025, "memory": 2412, "data_time": 0.00709, "loss_cls": 0.19025, "loss_bbox": 0.32119, "loss": 0.51143, "grad_norm": 3.57738, "time": 0.12826}
{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.00025, "memory": 2412, "data_time": 0.00924, "loss_cls": 0.18569, "loss_bbox": 0.29798, "loss": 0.48367, "grad_norm": 3.66659, "time": 0.13339}
{"mode": "train", "epoch": 9, "iter": 1050, "lr": 0.00025, "memory": 2412, "data_time": 0.00694, "loss_cls": 0.22561, "loss_bbox": 0.35192, "loss": 0.57752, "grad_norm": 3.95116, "time": 0.13944}
{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.00025, "memory": 2412, "data_time": 0.00635, "loss_cls": 0.2454, "loss_bbox": 0.37788, "loss": 0.62328, "grad_norm": 4.37316, "time": 0.12844}
{"mode": "train", "epoch": 9, "iter": 1150, "lr": 0.00025, "memory": 2412, "data_time": 0.00653, "loss_cls": 0.16344, "loss_bbox": 0.28614, "loss": 0.44958, "grad_norm": 3.1002, "time": 0.12911}
{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.00025, "memory": 2412, "data_time": 0.00657, "loss_cls": 0.20615, "loss_bbox": 0.28595, "loss": 0.4921, "grad_norm": 3.70494, "time": 0.13269}
{"mode": "train", "epoch": 9, "iter": 1250, "lr": 0.00025, "memory": 2412, "data_time": 0.00657, "loss_cls": 0.18607, "loss_bbox": 0.30495, "loss": 0.49102, "grad_norm": 3.85779, "time": 0.12494}
{"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.00025, "memory": 2412, "data_time": 0.01269, "loss_cls": 0.20009, "loss_bbox": 0.3157, "loss": 0.51578, "grad_norm": 3.28013, "time": 0.1441}
{"mode": "train", "epoch": 9, "iter": 1350, "lr": 0.00025, "memory": 2412, "data_time": 0.01687, "loss_cls": 0.21447, "loss_bbox": 0.36927, "loss": 0.58374, "grad_norm": 4.03726, "time": 0.14168}
{"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.00025, "memory": 2412, "data_time": 0.00677, "loss_cls": 0.19643, "loss_bbox": 0.30712, "loss": 0.50355, "grad_norm": 3.79516, "time": 0.13517}
{"mode": "train", "epoch": 9, "iter": 1450, "lr": 0.00025, "memory": 2412, "data_time": 0.00637, "loss_cls": 0.19503, "loss_bbox": 0.31979, "loss": 0.51481, "grad_norm": 3.58398, "time": 0.12622}
{"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.00025, "memory": 2412, "data_time": 0.00587, "loss_cls": 0.18879, "loss_bbox": 0.30802, "loss": 0.49681, "grad_norm": 3.60214, "time": 0.13108}
{"mode": "train", "epoch": 9, "iter": 1550, "lr": 0.00025, "memory": 2412, "data_time": 0.02277, "loss_cls": 0.19804, "loss_bbox": 0.28507, "loss": 0.48311, "grad_norm": 3.49865, "time": 0.14624}
{"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.00025, "memory": 2412, "data_time": 0.00683, "loss_cls": 0.20031, "loss_bbox": 0.34497, "loss": 0.54528, "grad_norm": 4.36619, "time": 0.13922}
{"mode": "train", "epoch": 9, "iter": 1650, "lr": 0.00025, "memory": 2412, "data_time": 0.00984, "loss_cls": 0.18708, "loss_bbox": 0.30676, "loss": 0.49385, "grad_norm": 3.89277, "time": 0.13767}
{"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.00025, "memory": 2412, "data_time": 0.00796, "loss_cls": 0.19085, "loss_bbox": 0.33276, "loss": 0.52361, "grad_norm": 3.94142, "time": 0.13106}
{"mode": "train", "epoch": 9, "iter": 1750, "lr": 0.00025, "memory": 2412, "data_time": 0.00624, "loss_cls": 0.21088, "loss_bbox": 0.3199, "loss": 0.53079, "grad_norm": 3.91428, "time": 0.13365}
{"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.00025, "memory": 2412, "data_time": 0.01291, "loss_cls": 0.17929, "loss_bbox": 0.30143, "loss": 0.48072, "grad_norm": 3.53719, "time": 0.14498}
{"mode": "train", "epoch": 9, "iter": 1850, "lr": 0.00025, "memory": 2412, "data_time": 0.01234, "loss_cls": 0.21999, "loss_bbox": 0.33822, "loss": 0.5582, "grad_norm": 4.26993, "time": 0.13448}
{"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.00025, "memory": 2412, "data_time": 0.0064, "loss_cls": 0.21743, "loss_bbox": 0.32963, "loss": 0.54706, "grad_norm": Infinity, "time": 0.13196}
{"mode": "train", "epoch": 9, "iter": 1950, "lr": 0.00025, "memory": 2412, "data_time": 0.00614, "loss_cls": 0.1732, "loss_bbox": 0.31755, "loss": 0.49074, "grad_norm": 3.82813, "time": 0.13159}
{"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.00025, "memory": 2412, "data_time": 0.00857, "loss_cls": 0.18047, "loss_bbox": 0.29742, "loss": 0.47789, "grad_norm": 3.51463, "time": 0.13679}
{"mode": "train", "epoch": 9, "iter": 2050, "lr": 0.00025, "memory": 2412, "data_time": 0.00607, "loss_cls": 0.20281, "loss_bbox": 0.31529, "loss": 0.51809, "grad_norm": 4.2818, "time": 0.12955}
{"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.00025, "memory": 2412, "data_time": 0.00838, "loss_cls": 0.17471, "loss_bbox": 0.31213, "loss": 0.48684, "grad_norm": 3.29486, "time": 0.13246}
{"mode": "train", "epoch": 9, "iter": 2150, "lr": 0.00025, "memory": 2412, "data_time": 0.00629, "loss_cls": 0.17398, "loss_bbox": 0.28129, "loss": 0.45527, "grad_norm": 3.47137, "time": 0.13367}
{"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.00025, "memory": 2412, "data_time": 0.00872, "loss_cls": 0.15037, "loss_bbox": 0.30194, "loss": 0.45231, "grad_norm": 3.60094, "time": 0.13035}
{"mode": "train", "epoch": 9, "iter": 2250, "lr": 0.00025, "memory": 2412, "data_time": 0.00941, "loss_cls": 0.22027, "loss_bbox": 0.32694, "loss": 0.54722, "grad_norm": 4.34317, "time": 0.13627}
{"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.00025, "memory": 2412, "data_time": 0.00647, "loss_cls": 0.19594, "loss_bbox": 0.31725, "loss": 0.51319, "grad_norm": 4.02379, "time": 0.13329}
{"mode": "train", "epoch": 9, "iter": 2350, "lr": 0.00025, "memory": 2412, "data_time": 0.01039, "loss_cls": 0.18877, "loss_bbox": 0.32795, "loss": 0.51671, "grad_norm": 3.9266, "time": 0.13495}
{"mode": "train", "epoch": 9, "iter": 2400, "lr": 0.00025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.19612, "loss_bbox": 0.32342, "loss": 0.51955, "grad_norm": 3.62291, "time": 0.12932}
{"mode": "train", "epoch": 9, "iter": 2450, "lr": 0.00025, "memory": 2412, "data_time": 0.02605, "loss_cls": 0.19313, "loss_bbox": 0.31436, "loss": 0.50749, "grad_norm": 3.96469, "time": 0.15413}
{"mode": "train", "epoch": 9, "iter": 2500, "lr": 0.00025, "memory": 2412, "data_time": 0.01236, "loss_cls": 0.21448, "loss_bbox": 0.36864, "loss": 0.58312, "grad_norm": 4.29576, "time": 0.13481}
{"mode": "train", "epoch": 9, "iter": 2550, "lr": 0.00025, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.17412, "loss_bbox": 0.31437, "loss": 0.48849, "grad_norm": 3.84215, "time": 0.12668}
{"mode": "train", "epoch": 9, "iter": 2600, "lr": 0.00025, "memory": 2412, "data_time": 0.00723, "loss_cls": 0.20889, "loss_bbox": 0.30845, "loss": 0.51734, "grad_norm": 4.77304, "time": 0.13312}
{"mode": "train", "epoch": 9, "iter": 2650, "lr": 0.00025, "memory": 2412, "data_time": 0.0149, "loss_cls": 0.20987, "loss_bbox": 0.32289, "loss": 0.53276, "grad_norm": 3.90658, "time": 0.13604}
{"mode": "train", "epoch": 9, "iter": 2700, "lr": 0.00025, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.18728, "loss_bbox": 0.27784, "loss": 0.46512, "grad_norm": 3.79923, "time": 0.12793}
{"mode": "train", "epoch": 9, "iter": 2750, "lr": 0.00025, "memory": 2412, "data_time": 0.00677, "loss_cls": 0.19873, "loss_bbox": 0.33458, "loss": 0.5333, "grad_norm": 4.31385, "time": 0.13447}
{"mode": "train", "epoch": 9, "iter": 2800, "lr": 0.00025, "memory": 2412, "data_time": 0.00628, "loss_cls": 0.20889, "loss_bbox": 0.31865, "loss": 0.52755, "grad_norm": 4.62855, "time": 0.13008}
{"mode": "train", "epoch": 9, "iter": 2850, "lr": 0.00025, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.20423, "loss_bbox": 0.3279, "loss": 0.53212, "grad_norm": 4.01845, "time": 0.12813}
{"mode": "train", "epoch": 9, "iter": 2900, "lr": 0.00025, "memory": 2412, "data_time": 0.01424, "loss_cls": 0.19592, "loss_bbox": 0.30265, "loss": 0.49857, "grad_norm": 3.42191, "time": 0.13794}
{"mode": "train", "epoch": 9, "iter": 2950, "lr": 0.00025, "memory": 2412, "data_time": 0.00605, "loss_cls": 0.1937, "loss_bbox": 0.32239, "loss": 0.51609, "grad_norm": 3.92669, "time": 0.12773}
{"mode": "train", "epoch": 9, "iter": 3000, "lr": 0.00025, "memory": 2412, "data_time": 0.00592, "loss_cls": 0.16147, "loss_bbox": 0.27407, "loss": 0.43554, "grad_norm": 3.31125, "time": 0.13377}
{"mode": "train", "epoch": 9, "iter": 3050, "lr": 0.00025, "memory": 2412, "data_time": 0.00712, "loss_cls": 0.21921, "loss_bbox": 0.36556, "loss": 0.58477, "grad_norm": 4.01728, "time": 0.13299}
{"mode": "train", "epoch": 9, "iter": 3100, "lr": 0.00025, "memory": 2412, "data_time": 0.0061, "loss_cls": 0.16569, "loss_bbox": 0.26676, "loss": 0.43245, "grad_norm": 2.9924, "time": 0.13183}
{"mode": "train", "epoch": 9, "iter": 3150, "lr": 0.00025, "memory": 2412, "data_time": 0.01068, "loss_cls": 0.16279, "loss_bbox": 0.29013, "loss": 0.45292, "grad_norm": 3.52423, "time": 0.13369}
{"mode": "train", "epoch": 9, "iter": 3200, "lr": 0.00025, "memory": 2412, "data_time": 0.01492, "loss_cls": 0.20137, "loss_bbox": 0.33415, "loss": 0.53552, "grad_norm": 3.90597, "time": 0.14563}
{"mode": "train", "epoch": 9, "iter": 3250, "lr": 0.00025, "memory": 2412, "data_time": 0.01743, "loss_cls": 0.16328, "loss_bbox": 0.28846, "loss": 0.45174, "grad_norm": 3.47644, "time": 0.14723}
{"mode": "train", "epoch": 9, "iter": 3300, "lr": 0.00025, "memory": 2412, "data_time": 0.01664, "loss_cls": 0.19245, "loss_bbox": 0.32288, "loss": 0.51534, "grad_norm": 3.59823, "time": 0.13892}
{"mode": "train", "epoch": 9, "iter": 3350, "lr": 0.00025, "memory": 2412, "data_time": 0.01309, "loss_cls": 0.17666, "loss_bbox": 0.26787, "loss": 0.44453, "grad_norm": 3.74472, "time": 0.14231}
{"mode": "train", "epoch": 9, "iter": 3400, "lr": 0.00025, "memory": 2412, "data_time": 0.00803, "loss_cls": 0.20699, "loss_bbox": 0.31699, "loss": 0.52398, "grad_norm": 4.43715, "time": 0.13092}
{"mode": "train", "epoch": 9, "iter": 3450, "lr": 0.00025, "memory": 2412, "data_time": 0.0177, "loss_cls": 0.26963, "loss_bbox": 0.34371, "loss": 0.61334, "grad_norm": 5.10934, "time": 0.14127}
{"mode": "train", "epoch": 9, "iter": 3500, "lr": 0.00025, "memory": 2412, "data_time": 0.0287, "loss_cls": 0.21034, "loss_bbox": 0.35758, "loss": 0.56792, "grad_norm": 3.63647, "time": 0.15976}
{"mode": "train", "epoch": 9, "iter": 3550, "lr": 0.00025, "memory": 2412, "data_time": 0.00704, "loss_cls": 0.17565, "loss_bbox": 0.31196, "loss": 0.48761, "grad_norm": 3.50874, "time": 0.12966}
{"mode": "train", "epoch": 9, "iter": 3600, "lr": 0.00025, "memory": 2412, "data_time": 0.00584, "loss_cls": 0.17372, "loss_bbox": 0.33916, "loss": 0.51288, "grad_norm": 3.75324, "time": 0.12794}
{"mode": "train", "epoch": 9, "iter": 3650, "lr": 0.00025, "memory": 2412, "data_time": 0.01197, "loss_cls": 0.20653, "loss_bbox": 0.34853, "loss": 0.55507, "grad_norm": 4.68064, "time": 0.13976}
{"mode": "train", "epoch": 9, "iter": 3700, "lr": 0.00025, "memory": 2412, "data_time": 0.00573, "loss_cls": 0.18789, "loss_bbox": 0.27745, "loss": 0.46534, "grad_norm": 3.76915, "time": 0.12549}
{"mode": "train", "epoch": 9, "iter": 3750, "lr": 0.00025, "memory": 2412, "data_time": 0.00761, "loss_cls": 0.18301, "loss_bbox": 0.28958, "loss": 0.47259, "grad_norm": 3.7374, "time": 0.13164}
{"mode": "train", "epoch": 9, "iter": 3800, "lr": 0.00025, "memory": 2412, "data_time": 0.00629, "loss_cls": 0.23721, "loss_bbox": 0.31302, "loss": 0.55022, "grad_norm": 4.13201, "time": 0.13187}
{"mode": "train", "epoch": 9, "iter": 3850, "lr": 0.00025, "memory": 2412, "data_time": 0.00598, "loss_cls": 0.22843, "loss_bbox": 0.34291, "loss": 0.57134, "grad_norm": 3.72895, "time": 0.12789}
{"mode": "train", "epoch": 9, "iter": 3900, "lr": 0.00025, "memory": 2412, "data_time": 0.00624, "loss_cls": 0.197, "loss_bbox": 0.30918, "loss": 0.50618, "grad_norm": 4.06732, "time": 0.12968}
{"mode": "train", "epoch": 9, "iter": 3950, "lr": 0.00025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.16951, "loss_bbox": 0.29987, "loss": 0.46938, "grad_norm": 3.91881, "time": 0.13007}
{"mode": "train", "epoch": 9, "iter": 4000, "lr": 0.00025, "memory": 2412, "data_time": 0.00645, "loss_cls": 0.20547, "loss_bbox": 0.30033, "loss": 0.50579, "grad_norm": 3.59368, "time": 0.13026}
{"mode": "train", "epoch": 9, "iter": 4050, "lr": 0.00025, "memory": 2412, "data_time": 0.01506, "loss_cls": 0.19456, "loss_bbox": 0.32121, "loss": 0.51577, "grad_norm": 4.34056, "time": 0.13743}
{"mode": "train", "epoch": 9, "iter": 4100, "lr": 0.00025, "memory": 2412, "data_time": 0.01626, "loss_cls": 0.20289, "loss_bbox": 0.31546, "loss": 0.51835, "grad_norm": 3.5417, "time": 0.14469}
{"mode": "train", "epoch": 9, "iter": 4150, "lr": 0.00025, "memory": 2412, "data_time": 0.00819, "loss_cls": 0.15164, "loss_bbox": 0.30063, "loss": 0.45227, "grad_norm": 2.99274, "time": 0.13622}
{"mode": "train", "epoch": 9, "iter": 4200, "lr": 0.00025, "memory": 2412, "data_time": 0.01657, "loss_cls": 0.16026, "loss_bbox": 0.31977, "loss": 0.48002, "grad_norm": 3.94775, "time": 0.14025}
{"mode": "train", "epoch": 9, "iter": 4250, "lr": 0.00025, "memory": 2412, "data_time": 0.00647, "loss_cls": 0.16907, "loss_bbox": 0.29288, "loss": 0.46194, "grad_norm": 3.50217, "time": 0.1307}
{"mode": "train", "epoch": 9, "iter": 4300, "lr": 0.00025, "memory": 2412, "data_time": 0.00584, "loss_cls": 0.15512, "loss_bbox": 0.30209, "loss": 0.45721, "grad_norm": 3.2379, "time": 0.1279}
{"mode": "train", "epoch": 9, "iter": 4350, "lr": 0.00025, "memory": 2412, "data_time": 0.01084, "loss_cls": 0.22898, "loss_bbox": 0.33932, "loss": 0.5683, "grad_norm": 4.9872, "time": 0.14171}
{"mode": "train", "epoch": 9, "iter": 4400, "lr": 0.00025, "memory": 2412, "data_time": 0.02091, "loss_cls": 0.1927, "loss_bbox": 0.31523, "loss": 0.50792, "grad_norm": 3.79877, "time": 0.14023}
{"mode": "train", "epoch": 9, "iter": 4450, "lr": 0.00025, "memory": 2412, "data_time": 0.02817, "loss_cls": 0.16308, "loss_bbox": 0.33791, "loss": 0.50099, "grad_norm": 3.91974, "time": 0.15557}
{"mode": "train", "epoch": 9, "iter": 4500, "lr": 0.00025, "memory": 2412, "data_time": 0.01511, "loss_cls": 0.2466, "loss_bbox": 0.3557, "loss": 0.6023, "grad_norm": 3.79355, "time": 0.1375}
{"mode": "train", "epoch": 9, "iter": 4550, "lr": 0.00025, "memory": 2412, "data_time": 0.01042, "loss_cls": 0.18237, "loss_bbox": 0.29175, "loss": 0.47411, "grad_norm": 3.69076, "time": 0.13432}
{"mode": "train", "epoch": 9, "iter": 4600, "lr": 0.00025, "memory": 2412, "data_time": 0.0063, "loss_cls": 0.17703, "loss_bbox": 0.3029, "loss": 0.47994, "grad_norm": 3.58784, "time": 0.13649}
{"mode": "train", "epoch": 9, "iter": 4650, "lr": 0.00025, "memory": 2412, "data_time": 0.00528, "loss_cls": 0.23252, "loss_bbox": 0.35386, "loss": 0.58639, "grad_norm": 4.93883, "time": 0.13029}
{"mode": "train", "epoch": 9, "iter": 4700, "lr": 0.00025, "memory": 2412, "data_time": 0.0074, "loss_cls": 0.17535, "loss_bbox": 0.28547, "loss": 0.46082, "grad_norm": 3.23407, "time": 0.13691}
{"mode": "train", "epoch": 9, "iter": 4750, "lr": 0.00025, "memory": 2412, "data_time": 0.00701, "loss_cls": 0.17283, "loss_bbox": 0.31724, "loss": 0.49007, "grad_norm": 3.82534, "time": 0.1271}
{"mode": "train", "epoch": 9, "iter": 4800, "lr": 0.00025, "memory": 2412, "data_time": 0.01237, "loss_cls": 0.18225, "loss_bbox": 0.3055, "loss": 0.48775, "grad_norm": 4.12221, "time": 0.13337}
{"mode": "train", "epoch": 9, "iter": 4850, "lr": 0.00025, "memory": 2412, "data_time": 0.00634, "loss_cls": 0.17996, "loss_bbox": 0.33204, "loss": 0.51201, "grad_norm": 3.5196, "time": 0.13628}
{"mode": "train", "epoch": 9, "iter": 4900, "lr": 0.00025, "memory": 2412, "data_time": 0.00995, "loss_cls": 0.18413, "loss_bbox": 0.32868, "loss": 0.51282, "grad_norm": 3.83265, "time": 0.1297}
{"mode": "train", "epoch": 9, "iter": 4950, "lr": 0.00025, "memory": 2412, "data_time": 0.01652, "loss_cls": 0.18421, "loss_bbox": 0.33869, "loss": 0.52291, "grad_norm": 3.46917, "time": 0.13875}
{"mode": "train", "epoch": 9, "iter": 5000, "lr": 0.00025, "memory": 2412, "data_time": 0.00611, "loss_cls": 0.18604, "loss_bbox": 0.31326, "loss": 0.4993, "grad_norm": 4.52375, "time": 0.13775}
{"mode": "train", "epoch": 9, "iter": 5050, "lr": 0.00025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.20235, "loss_bbox": 0.31233, "loss": 0.51468, "grad_norm": 3.94699, "time": 0.12571}
{"mode": "train", "epoch": 9, "iter": 5100, "lr": 0.00025, "memory": 2412, "data_time": 0.05829, "loss_cls": 0.19707, "loss_bbox": 0.33071, "loss": 0.52778, "grad_norm": 3.66237, "time": 0.1883}
{"mode": "train", "epoch": 9, "iter": 5150, "lr": 0.00025, "memory": 2412, "data_time": 0.02236, "loss_cls": 0.19381, "loss_bbox": 0.34061, "loss": 0.53442, "grad_norm": 3.68731, "time": 0.14884}
{"mode": "train", "epoch": 9, "iter": 5200, "lr": 0.00025, "memory": 2412, "data_time": 0.01612, "loss_cls": 0.20322, "loss_bbox": 0.30408, "loss": 0.5073, "grad_norm": Infinity, "time": 0.13626}
{"mode": "train", "epoch": 9, "iter": 5250, "lr": 0.00025, "memory": 2412, "data_time": 0.01781, "loss_cls": 0.18975, "loss_bbox": 0.30711, "loss": 0.49686, "grad_norm": 4.00205, "time": 0.14447}
{"mode": "train", "epoch": 9, "iter": 5300, "lr": 0.00025, "memory": 2412, "data_time": 0.00548, "loss_cls": 0.16634, "loss_bbox": 0.33102, "loss": 0.49737, "grad_norm": 3.80653, "time": 0.12393}
{"mode": "train", "epoch": 9, "iter": 5350, "lr": 0.00025, "memory": 2412, "data_time": 0.00606, "loss_cls": 0.16516, "loss_bbox": 0.29154, "loss": 0.4567, "grad_norm": 3.29583, "time": 0.13477}
{"mode": "train", "epoch": 9, "iter": 5400, "lr": 0.00025, "memory": 2412, "data_time": 0.01061, "loss_cls": 0.2167, "loss_bbox": 0.318, "loss": 0.5347, "grad_norm": 4.17873, "time": 0.13}
{"mode": "train", "epoch": 9, "iter": 5450, "lr": 0.00025, "memory": 2412, "data_time": 0.00723, "loss_cls": 0.17188, "loss_bbox": 0.31191, "loss": 0.4838, "grad_norm": 3.51589, "time": 0.13215}
{"mode": "train", "epoch": 9, "iter": 5500, "lr": 0.00025, "memory": 2412, "data_time": 0.02712, "loss_cls": 0.17952, "loss_bbox": 0.30441, "loss": 0.48394, "grad_norm": 3.52158, "time": 0.15027}
{"mode": "train", "epoch": 9, "iter": 5550, "lr": 0.00025, "memory": 2412, "data_time": 0.00648, "loss_cls": 0.19728, "loss_bbox": 0.27996, "loss": 0.47724, "grad_norm": 3.92064, "time": 0.13173}
{"mode": "train", "epoch": 9, "iter": 5600, "lr": 0.00025, "memory": 2412, "data_time": 0.00755, "loss_cls": 0.18562, "loss_bbox": 0.30235, "loss": 0.48797, "grad_norm": 4.02787, "time": 0.1279}
{"mode": "train", "epoch": 9, "iter": 5650, "lr": 0.00025, "memory": 2412, "data_time": 0.00621, "loss_cls": 0.1793, "loss_bbox": 0.31361, "loss": 0.49291, "grad_norm": 3.8564, "time": 0.14069}
{"mode": "train", "epoch": 9, "iter": 5700, "lr": 0.00025, "memory": 2412, "data_time": 0.0059, "loss_cls": 0.19531, "loss_bbox": 0.29531, "loss": 0.49062, "grad_norm": 3.83293, "time": 0.1285}
{"mode": "train", "epoch": 9, "iter": 5750, "lr": 0.00025, "memory": 2412, "data_time": 0.0057, "loss_cls": 0.15632, "loss_bbox": 0.30411, "loss": 0.46044, "grad_norm": 3.46308, "time": 0.12595}
{"mode": "train", "epoch": 9, "iter": 5800, "lr": 0.00025, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.20221, "loss_bbox": 0.32309, "loss": 0.52531, "grad_norm": 4.11656, "time": 0.13506}
{"mode": "train", "epoch": 9, "iter": 5850, "lr": 0.00025, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.18875, "loss_bbox": 0.29412, "loss": 0.48288, "grad_norm": 4.11225, "time": 0.1322}
{"mode": "train", "epoch": 9, "iter": 5900, "lr": 0.00025, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.19396, "loss_bbox": 0.34238, "loss": 0.53633, "grad_norm": 4.13434, "time": 0.12518}
{"mode": "train", "epoch": 9, "iter": 5950, "lr": 0.00025, "memory": 2412, "data_time": 0.0138, "loss_cls": 0.17393, "loss_bbox": 0.28062, "loss": 0.45456, "grad_norm": 3.47309, "time": 0.14375}
{"mode": "train", "epoch": 9, "iter": 6000, "lr": 0.00025, "memory": 2412, "data_time": 0.00731, "loss_cls": 0.18273, "loss_bbox": 0.31716, "loss": 0.49989, "grad_norm": 3.61337, "time": 0.13597}
{"mode": "train", "epoch": 9, "iter": 6050, "lr": 0.00025, "memory": 2412, "data_time": 0.00591, "loss_cls": 0.17829, "loss_bbox": 0.30664, "loss": 0.48493, "grad_norm": 4.21094, "time": 0.12427}
{"mode": "train", "epoch": 9, "iter": 6100, "lr": 0.00025, "memory": 2412, "data_time": 0.00648, "loss_cls": 0.20475, "loss_bbox": 0.33198, "loss": 0.53673, "grad_norm": 4.10339, "time": 0.13871}
{"mode": "train", "epoch": 9, "iter": 6150, "lr": 0.00025, "memory": 2412, "data_time": 0.00702, "loss_cls": 0.1863, "loss_bbox": 0.29756, "loss": 0.48386, "grad_norm": 3.71031, "time": 0.13533}
{"mode": "train", "epoch": 9, "iter": 6200, "lr": 0.00025, "memory": 2412, "data_time": 0.00983, "loss_cls": 0.19329, "loss_bbox": 0.31697, "loss": 0.51026, "grad_norm": 3.52389, "time": 0.13179}
{"mode": "train", "epoch": 9, "iter": 6250, "lr": 0.00025, "memory": 2412, "data_time": 0.02493, "loss_cls": 0.18953, "loss_bbox": 0.31245, "loss": 0.50198, "grad_norm": 3.66938, "time": 0.15625}
{"mode": "train", "epoch": 9, "iter": 6300, "lr": 0.00025, "memory": 2412, "data_time": 0.01372, "loss_cls": 0.18173, "loss_bbox": 0.30777, "loss": 0.48949, "grad_norm": 3.88437, "time": 0.14007}
{"mode": "train", "epoch": 9, "iter": 6350, "lr": 0.00025, "memory": 2412, "data_time": 0.00792, "loss_cls": 0.21035, "loss_bbox": 0.32933, "loss": 0.53968, "grad_norm": 3.78234, "time": 0.14379}
{"mode": "train", "epoch": 9, "iter": 6400, "lr": 0.00025, "memory": 2412, "data_time": 0.00542, "loss_cls": 0.21749, "loss_bbox": 0.35163, "loss": 0.56912, "grad_norm": 4.45816, "time": 0.12729}
{"mode": "train", "epoch": 10, "iter": 50, "lr": 0.00025, "memory": 2412, "data_time": 2.87836, "loss_cls": 0.17585, "loss_bbox": 0.27755, "loss": 0.4534, "grad_norm": 3.29366, "time": 3.00872}
{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.00025, "memory": 2412, "data_time": 0.00647, "loss_cls": 0.19246, "loss_bbox": 0.3471, "loss": 0.53956, "grad_norm": 3.86454, "time": 0.12967}
{"mode": "train", "epoch": 10, "iter": 150, "lr": 0.00025, "memory": 2412, "data_time": 0.00743, "loss_cls": 0.19089, "loss_bbox": 0.30348, "loss": 0.49436, "grad_norm": 4.24358, "time": 0.13527}
{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.00025, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.18434, "loss_bbox": 0.29982, "loss": 0.48416, "grad_norm": 3.65794, "time": 0.12867}
{"mode": "train", "epoch": 10, "iter": 250, "lr": 0.00025, "memory": 2412, "data_time": 0.01098, "loss_cls": 0.19822, "loss_bbox": 0.31662, "loss": 0.51484, "grad_norm": 3.46522, "time": 0.13669}
{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.00025, "memory": 2412, "data_time": 0.00606, "loss_cls": 0.16385, "loss_bbox": 0.30564, "loss": 0.46949, "grad_norm": 3.6079, "time": 0.13276}
{"mode": "train", "epoch": 10, "iter": 350, "lr": 0.00025, "memory": 2412, "data_time": 0.00575, "loss_cls": 0.17172, "loss_bbox": 0.3043, "loss": 0.47602, "grad_norm": 3.54301, "time": 0.13148}
{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.00025, "memory": 2412, "data_time": 0.00538, "loss_cls": 0.22066, "loss_bbox": 0.34597, "loss": 0.56663, "grad_norm": 5.18872, "time": 0.12429}
{"mode": "train", "epoch": 10, "iter": 450, "lr": 0.00025, "memory": 2412, "data_time": 0.00655, "loss_cls": 0.25852, "loss_bbox": 0.32086, "loss": 0.57938, "grad_norm": 5.22253, "time": 0.13561}
{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.00025, "memory": 2412, "data_time": 0.02244, "loss_cls": 0.18644, "loss_bbox": 0.34084, "loss": 0.52728, "grad_norm": 4.26655, "time": 0.15232}
{"mode": "train", "epoch": 10, "iter": 550, "lr": 0.00025, "memory": 2412, "data_time": 0.00728, "loss_cls": 0.21572, "loss_bbox": 0.33029, "loss": 0.54601, "grad_norm": 4.05743, "time": 0.12833}
{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.00025, "memory": 2412, "data_time": 0.00686, "loss_cls": 0.18741, "loss_bbox": 0.27712, "loss": 0.46454, "grad_norm": 3.59044, "time": 0.13138}
{"mode": "train", "epoch": 10, "iter": 650, "lr": 0.00025, "memory": 2412, "data_time": 0.00541, "loss_cls": 0.1808, "loss_bbox": 0.32677, "loss": 0.50757, "grad_norm": 3.76198, "time": 0.12512}
{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.00025, "memory": 2412, "data_time": 0.00622, "loss_cls": 0.19524, "loss_bbox": 0.30724, "loss": 0.50248, "grad_norm": 3.75089, "time": 0.13514}
{"mode": "train", "epoch": 10, "iter": 750, "lr": 0.00025, "memory": 2412, "data_time": 0.00688, "loss_cls": 0.18154, "loss_bbox": 0.3148, "loss": 0.49634, "grad_norm": 3.50203, "time": 0.13418}
{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.00025, "memory": 2412, "data_time": 0.01908, "loss_cls": 0.18351, "loss_bbox": 0.30879, "loss": 0.49229, "grad_norm": 4.2516, "time": 0.14002}
{"mode": "train", "epoch": 10, "iter": 850, "lr": 0.00025, "memory": 2412, "data_time": 0.00588, "loss_cls": 0.20496, "loss_bbox": 0.32293, "loss": 0.52789, "grad_norm": 3.48079, "time": 0.13013}
{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.00025, "memory": 2412, "data_time": 0.00704, "loss_cls": 0.21768, "loss_bbox": 0.30482, "loss": 0.5225, "grad_norm": 4.65438, "time": 0.1331}
{"mode": "train", "epoch": 10, "iter": 950, "lr": 0.00025, "memory": 2412, "data_time": 0.00554, "loss_cls": 0.17745, "loss_bbox": 0.30829, "loss": 0.48574, "grad_norm": 3.724, "time": 0.13113}
{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.00025, "memory": 2412, "data_time": 0.00671, "loss_cls": 0.16162, "loss_bbox": 0.30491, "loss": 0.46653, "grad_norm": 3.91122, "time": 0.13461}
{"mode": "train", "epoch": 10, "iter": 1050, "lr": 0.00025, "memory": 2412, "data_time": 0.00672, "loss_cls": 0.16499, "loss_bbox": 0.28598, "loss": 0.45097, "grad_norm": 4.07076, "time": 0.12807}
{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.00025, "memory": 2412, "data_time": 0.00863, "loss_cls": 0.1887, "loss_bbox": 0.32843, "loss": 0.51713, "grad_norm": 4.54049, "time": 0.12802}
{"mode": "train", "epoch": 10, "iter": 1150, "lr": 0.00025, "memory": 2412, "data_time": 0.01254, "loss_cls": 0.17713, "loss_bbox": 0.31225, "loss": 0.48938, "grad_norm": 4.11066, "time": 0.14291}
{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.00025, "memory": 2412, "data_time": 0.00658, "loss_cls": 0.1847, "loss_bbox": 0.27536, "loss": 0.46006, "grad_norm": 3.75442, "time": 0.12777}
{"mode": "train", "epoch": 10, "iter": 1250, "lr": 0.00025, "memory": 2412, "data_time": 0.00728, "loss_cls": 0.20551, "loss_bbox": 0.31254, "loss": 0.51805, "grad_norm": 3.80187, "time": 0.13161}
{"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.00025, "memory": 2412, "data_time": 0.0065, "loss_cls": 0.16667, "loss_bbox": 0.29977, "loss": 0.46644, "grad_norm": 3.9234, "time": 0.13037}
{"mode": "train", "epoch": 10, "iter": 1350, "lr": 0.00025, "memory": 2412, "data_time": 0.00635, "loss_cls": 0.16959, "loss_bbox": 0.28626, "loss": 0.45585, "grad_norm": 3.35794, "time": 0.13899}
{"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.00025, "memory": 2412, "data_time": 0.01549, "loss_cls": 0.1537, "loss_bbox": 0.29195, "loss": 0.44565, "grad_norm": 3.25817, "time": 0.14109}
{"mode": "train", "epoch": 10, "iter": 1450, "lr": 0.00025, "memory": 2412, "data_time": 0.01209, "loss_cls": 0.16475, "loss_bbox": 0.28711, "loss": 0.45187, "grad_norm": 3.59595, "time": 0.14194}
{"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.00025, "memory": 2412, "data_time": 0.00577, "loss_cls": 0.19075, "loss_bbox": 0.30975, "loss": 0.5005, "grad_norm": 3.95944, "time": 0.13247}
{"mode": "train", "epoch": 10, "iter": 1550, "lr": 0.00025, "memory": 2412, "data_time": 0.01241, "loss_cls": 0.19988, "loss_bbox": 0.30231, "loss": 0.50218, "grad_norm": 3.82789, "time": 0.13536}
{"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.00025, "memory": 2412, "data_time": 0.0068, "loss_cls": 0.19816, "loss_bbox": 0.30245, "loss": 0.50061, "grad_norm": 4.30625, "time": 0.1362}
{"mode": "train", "epoch": 10, "iter": 1650, "lr": 0.00025, "memory": 2412, "data_time": 0.013, "loss_cls": 0.17372, "loss_bbox": 0.29212, "loss": 0.46585, "grad_norm": 4.04407, "time": 0.13641}
{"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.00025, "memory": 2412, "data_time": 0.01363, "loss_cls": 0.18402, "loss_bbox": 0.3033, "loss": 0.48732, "grad_norm": 3.54867, "time": 0.13615}
{"mode": "train", "epoch": 10, "iter": 1750, "lr": 0.00025, "memory": 2412, "data_time": 0.00572, "loss_cls": 0.22293, "loss_bbox": 0.35316, "loss": 0.57609, "grad_norm": 5.10233, "time": 0.12907}
{"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.00025, "memory": 2412, "data_time": 0.00705, "loss_cls": 0.17092, "loss_bbox": 0.30629, "loss": 0.47721, "grad_norm": 3.67068, "time": 0.13907}
{"mode": "train", "epoch": 10, "iter": 1850, "lr": 0.00025, "memory": 2412, "data_time": 0.006, "loss_cls": 0.17318, "loss_bbox": 0.29974, "loss": 0.47292, "grad_norm": 3.73822, "time": 0.12788}
{"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.00025, "memory": 2412, "data_time": 0.00674, "loss_cls": 0.16252, "loss_bbox": 0.31445, "loss": 0.47697, "grad_norm": 3.8429, "time": 0.13684}
{"mode": "train", "epoch": 10, "iter": 1950, "lr": 0.00025, "memory": 2412, "data_time": 0.00647, "loss_cls": 0.17902, "loss_bbox": 0.29714, "loss": 0.47616, "grad_norm": 3.79019, "time": 0.13764}
{"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.00025, "memory": 2412, "data_time": 0.00636, "loss_cls": 0.16012, "loss_bbox": 0.32496, "loss": 0.48508, "grad_norm": 3.40607, "time": 0.12698}
{"mode": "train", "epoch": 10, "iter": 2050, "lr": 0.00025, "memory": 2412, "data_time": 0.02926, "loss_cls": 0.16306, "loss_bbox": 0.31387, "loss": 0.47693, "grad_norm": 3.55819, "time": 0.15227}
{"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.00025, "memory": 2412, "data_time": 0.00673, "loss_cls": 0.20757, "loss_bbox": 0.29365, "loss": 0.50122, "grad_norm": 3.94951, "time": 0.1322}
{"mode": "train", "epoch": 10, "iter": 2150, "lr": 0.00025, "memory": 2412, "data_time": 0.00868, "loss_cls": 0.19134, "loss_bbox": 0.30498, "loss": 0.49632, "grad_norm": 3.6736, "time": 0.13394}
{"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.00025, "memory": 2412, "data_time": 0.01267, "loss_cls": 0.19117, "loss_bbox": 0.31082, "loss": 0.50198, "grad_norm": 3.87863, "time": 0.13658}
{"mode": "train", "epoch": 10, "iter": 2250, "lr": 0.00025, "memory": 2412, "data_time": 0.01582, "loss_cls": 0.19128, "loss_bbox": 0.3254, "loss": 0.51668, "grad_norm": 4.50264, "time": 0.1486}
{"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.00025, "memory": 2412, "data_time": 0.00801, "loss_cls": 0.15576, "loss_bbox": 0.27565, "loss": 0.4314, "grad_norm": 3.75504, "time": 0.13495}
{"mode": "train", "epoch": 10, "iter": 2350, "lr": 0.00025, "memory": 2412, "data_time": 0.009, "loss_cls": 0.19702, "loss_bbox": 0.29835, "loss": 0.49536, "grad_norm": 3.82654, "time": 0.13563}
{"mode": "train", "epoch": 10, "iter": 2400, "lr": 0.00025, "memory": 2412, "data_time": 0.00631, "loss_cls": 0.15649, "loss_bbox": 0.27939, "loss": 0.43588, "grad_norm": 3.13691, "time": 0.13641}
{"mode": "train", "epoch": 10, "iter": 2450, "lr": 0.00025, "memory": 2412, "data_time": 0.00751, "loss_cls": 0.16714, "loss_bbox": 0.28368, "loss": 0.45082, "grad_norm": 3.77317, "time": 0.13368}
{"mode": "train", "epoch": 10, "iter": 2500, "lr": 0.00025, "memory": 2412, "data_time": 0.0085, "loss_cls": 0.1837, "loss_bbox": 0.30265, "loss": 0.48635, "grad_norm": 3.72067, "time": 0.12988}
{"mode": "train", "epoch": 10, "iter": 2550, "lr": 0.00025, "memory": 2412, "data_time": 0.01511, "loss_cls": 0.17528, "loss_bbox": 0.28495, "loss": 0.46024, "grad_norm": 3.28466, "time": 0.14283}
{"mode": "train", "epoch": 10, "iter": 2600, "lr": 0.00025, "memory": 2412, "data_time": 0.00603, "loss_cls": 0.18461, "loss_bbox": 0.31258, "loss": 0.4972, "grad_norm": 3.67998, "time": 0.13428}
{"mode": "train", "epoch": 10, "iter": 2650, "lr": 0.00025, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.1641, "loss_bbox": 0.32544, "loss": 0.48953, "grad_norm": 3.60896, "time": 0.12836}
{"mode": "train", "epoch": 10, "iter": 2700, "lr": 0.00025, "memory": 2412, "data_time": 0.01808, "loss_cls": 0.20525, "loss_bbox": 0.33134, "loss": 0.53658, "grad_norm": 4.20522, "time": 0.14484}
{"mode": "train", "epoch": 10, "iter": 2750, "lr": 0.00025, "memory": 2412, "data_time": 0.00644, "loss_cls": 0.20829, "loss_bbox": 0.34078, "loss": 0.54907, "grad_norm": 3.99525, "time": 0.13079}
{"mode": "train", "epoch": 10, "iter": 2800, "lr": 0.00025, "memory": 2412, "data_time": 0.00565, "loss_cls": 0.17219, "loss_bbox": 0.30988, "loss": 0.48207, "grad_norm": 3.68122, "time": 0.12457}
{"mode": "train", "epoch": 10, "iter": 2850, "lr": 0.00025, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.18761, "loss_bbox": 0.28261, "loss": 0.47022, "grad_norm": 4.22933, "time": 0.12818}
{"mode": "train", "epoch": 10, "iter": 2900, "lr": 0.00025, "memory": 2412, "data_time": 0.00608, "loss_cls": 0.14177, "loss_bbox": 0.26686, "loss": 0.40863, "grad_norm": 3.14803, "time": 0.12949}
{"mode": "train", "epoch": 10, "iter": 2950, "lr": 0.00025, "memory": 2412, "data_time": 0.01528, "loss_cls": 0.17944, "loss_bbox": 0.31336, "loss": 0.49279, "grad_norm": 4.18136, "time": 0.1349}
{"mode": "train", "epoch": 10, "iter": 3000, "lr": 0.00025, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.34025, "loss_bbox": 0.3082, "loss": 0.64845, "grad_norm": Infinity, "time": 0.13075}
{"mode": "train", "epoch": 10, "iter": 3050, "lr": 0.00025, "memory": 2412, "data_time": 0.01096, "loss_cls": 0.19922, "loss_bbox": 0.2898, "loss": 0.48902, "grad_norm": 5.15127, "time": 0.13009}
{"mode": "train", "epoch": 10, "iter": 3100, "lr": 0.00025, "memory": 2412, "data_time": 0.01237, "loss_cls": 0.17551, "loss_bbox": 0.30444, "loss": 0.47995, "grad_norm": 3.78325, "time": 0.13806}
{"mode": "train", "epoch": 10, "iter": 3150, "lr": 0.00025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.21157, "loss_bbox": 0.31981, "loss": 0.53138, "grad_norm": 4.37952, "time": 0.12996}
{"mode": "train", "epoch": 10, "iter": 3200, "lr": 0.00025, "memory": 2412, "data_time": 0.0067, "loss_cls": 0.18466, "loss_bbox": 0.27217, "loss": 0.45683, "grad_norm": 3.52602, "time": 0.13914}
{"mode": "train", "epoch": 10, "iter": 3250, "lr": 0.00025, "memory": 2412, "data_time": 0.00599, "loss_cls": 0.19229, "loss_bbox": 0.31929, "loss": 0.51157, "grad_norm": 3.96735, "time": 0.12845}
{"mode": "train", "epoch": 10, "iter": 3300, "lr": 0.00025, "memory": 2412, "data_time": 0.00651, "loss_cls": 0.19411, "loss_bbox": 0.3091, "loss": 0.50321, "grad_norm": 4.16258, "time": 0.13266}
{"mode": "train", "epoch": 10, "iter": 3350, "lr": 0.00025, "memory": 2412, "data_time": 0.00719, "loss_cls": 0.20857, "loss_bbox": 0.31703, "loss": 0.5256, "grad_norm": 3.89257, "time": 0.13729}
{"mode": "train", "epoch": 10, "iter": 3400, "lr": 0.00025, "memory": 2412, "data_time": 0.01348, "loss_cls": 0.19019, "loss_bbox": 0.28656, "loss": 0.47675, "grad_norm": 3.66054, "time": 0.13282}
{"mode": "train", "epoch": 10, "iter": 3450, "lr": 0.00025, "memory": 2412, "data_time": 0.01056, "loss_cls": 0.19285, "loss_bbox": 0.33661, "loss": 0.52946, "grad_norm": 4.01483, "time": 0.13294}
{"mode": "train", "epoch": 10, "iter": 3500, "lr": 0.00025, "memory": 2412, "data_time": 0.03869, "loss_cls": 0.19974, "loss_bbox": 0.29633, "loss": 0.49607, "grad_norm": 4.20801, "time": 0.22699}
{"mode": "train", "epoch": 10, "iter": 3550, "lr": 0.00025, "memory": 2412, "data_time": 0.00618, "loss_cls": 0.17812, "loss_bbox": 0.27887, "loss": 0.45699, "grad_norm": 3.91374, "time": 0.12713}
{"mode": "train", "epoch": 10, "iter": 3600, "lr": 0.00025, "memory": 2412, "data_time": 0.0057, "loss_cls": 0.18922, "loss_bbox": 0.28396, "loss": 0.47318, "grad_norm": 3.97053, "time": 0.1239}
{"mode": "train", "epoch": 10, "iter": 3650, "lr": 0.00025, "memory": 2412, "data_time": 0.00783, "loss_cls": 0.20972, "loss_bbox": 0.30337, "loss": 0.51309, "grad_norm": 4.07477, "time": 0.14035}
{"mode": "train", "epoch": 10, "iter": 3700, "lr": 0.00025, "memory": 2412, "data_time": 0.00635, "loss_cls": 0.18632, "loss_bbox": 0.29351, "loss": 0.47983, "grad_norm": 3.64868, "time": 0.13462}
{"mode": "train", "epoch": 10, "iter": 3750, "lr": 0.00025, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.18558, "loss_bbox": 0.31408, "loss": 0.49966, "grad_norm": 3.54441, "time": 0.12711}
{"mode": "train", "epoch": 10, "iter": 3800, "lr": 0.00025, "memory": 2412, "data_time": 0.01151, "loss_cls": 0.21564, "loss_bbox": 0.33792, "loss": 0.55356, "grad_norm": 4.21197, "time": 0.13981}
{"mode": "train", "epoch": 10, "iter": 3850, "lr": 0.00025, "memory": 2412, "data_time": 0.01141, "loss_cls": 0.1982, "loss_bbox": 0.282, "loss": 0.4802, "grad_norm": 4.2406, "time": 0.1305}
{"mode": "train", "epoch": 10, "iter": 3900, "lr": 0.00025, "memory": 2412, "data_time": 0.01568, "loss_cls": 0.16587, "loss_bbox": 0.30266, "loss": 0.46853, "grad_norm": 3.3948, "time": 0.13586}
{"mode": "train", "epoch": 10, "iter": 3950, "lr": 0.00025, "memory": 2412, "data_time": 0.011, "loss_cls": 0.19221, "loss_bbox": 0.29554, "loss": 0.48776, "grad_norm": 3.85784, "time": 0.14461}
{"mode": "train", "epoch": 10, "iter": 4000, "lr": 0.00025, "memory": 2412, "data_time": 0.00598, "loss_cls": 0.21947, "loss_bbox": 0.36906, "loss": 0.58853, "grad_norm": 4.73167, "time": 0.13285}
{"mode": "train", "epoch": 10, "iter": 4050, "lr": 0.00025, "memory": 2412, "data_time": 0.00584, "loss_cls": 0.20765, "loss_bbox": 0.35407, "loss": 0.56172, "grad_norm": 5.43012, "time": 0.12673}
{"mode": "train", "epoch": 10, "iter": 4100, "lr": 0.00025, "memory": 2412, "data_time": 0.01235, "loss_cls": 0.17485, "loss_bbox": 0.30628, "loss": 0.48112, "grad_norm": 4.19122, "time": 0.14347}
{"mode": "train", "epoch": 10, "iter": 4150, "lr": 0.00025, "memory": 2412, "data_time": 0.0174, "loss_cls": 0.15716, "loss_bbox": 0.25948, "loss": 0.41664, "grad_norm": 3.93003, "time": 0.13708}
{"mode": "train", "epoch": 10, "iter": 4200, "lr": 0.00025, "memory": 2412, "data_time": 0.0116, "loss_cls": 0.18213, "loss_bbox": 0.27065, "loss": 0.45278, "grad_norm": 3.83602, "time": 0.14206}
{"mode": "train", "epoch": 10, "iter": 4250, "lr": 0.00025, "memory": 2412, "data_time": 0.0286, "loss_cls": 0.15962, "loss_bbox": 0.29108, "loss": 0.45069, "grad_norm": 3.62845, "time": 0.15013}
{"mode": "train", "epoch": 10, "iter": 4300, "lr": 0.00025, "memory": 2412, "data_time": 0.00948, "loss_cls": 0.20485, "loss_bbox": 0.31403, "loss": 0.51888, "grad_norm": 3.83763, "time": 0.14142}
{"mode": "train", "epoch": 10, "iter": 4350, "lr": 0.00025, "memory": 2412, "data_time": 0.01387, "loss_cls": 0.18846, "loss_bbox": 0.29671, "loss": 0.48516, "grad_norm": 4.06163, "time": 0.13924}
{"mode": "train", "epoch": 10, "iter": 4400, "lr": 0.00025, "memory": 2412, "data_time": 0.01102, "loss_cls": 0.18712, "loss_bbox": 0.33022, "loss": 0.51734, "grad_norm": 3.95894, "time": 0.13053}
{"mode": "train", "epoch": 10, "iter": 4450, "lr": 0.00025, "memory": 2412, "data_time": 0.02027, "loss_cls": 0.19451, "loss_bbox": 0.30176, "loss": 0.49626, "grad_norm": 4.35316, "time": 0.14687}
{"mode": "train", "epoch": 10, "iter": 4500, "lr": 0.00025, "memory": 2412, "data_time": 0.02764, "loss_cls": 0.17975, "loss_bbox": 0.29022, "loss": 0.46997, "grad_norm": 3.62973, "time": 0.15057}
{"mode": "train", "epoch": 10, "iter": 4550, "lr": 0.00025, "memory": 2412, "data_time": 0.02313, "loss_cls": 0.1835, "loss_bbox": 0.30605, "loss": 0.48955, "grad_norm": 3.79236, "time": 0.15811}
{"mode": "train", "epoch": 10, "iter": 4600, "lr": 0.00025, "memory": 2412, "data_time": 0.02457, "loss_cls": 0.16011, "loss_bbox": 0.25418, "loss": 0.41428, "grad_norm": 3.48617, "time": 0.14827}
{"mode": "train", "epoch": 10, "iter": 4650, "lr": 0.00025, "memory": 2412, "data_time": 0.04205, "loss_cls": 0.15961, "loss_bbox": 0.28007, "loss": 0.43968, "grad_norm": 3.3758, "time": 0.16904}
{"mode": "train", "epoch": 10, "iter": 4700, "lr": 0.00025, "memory": 2412, "data_time": 0.0321, "loss_cls": 0.18721, "loss_bbox": 0.30218, "loss": 0.48938, "grad_norm": 3.81913, "time": 0.16562}
{"mode": "train", "epoch": 10, "iter": 4750, "lr": 0.00025, "memory": 2412, "data_time": 0.03334, "loss_cls": 0.17494, "loss_bbox": 0.30555, "loss": 0.48049, "grad_norm": 3.33272, "time": 0.1569}
{"mode": "train", "epoch": 10, "iter": 4800, "lr": 0.00025, "memory": 2412, "data_time": 0.05894, "loss_cls": 0.26229, "loss_bbox": 0.28718, "loss": 0.54947, "grad_norm": 5.91433, "time": 0.18938}
{"mode": "train", "epoch": 10, "iter": 4850, "lr": 0.00025, "memory": 2412, "data_time": 0.04152, "loss_cls": 0.17647, "loss_bbox": 0.30046, "loss": 0.47693, "grad_norm": 3.53905, "time": 0.16478}
{"mode": "train", "epoch": 10, "iter": 4900, "lr": 0.00025, "memory": 2412, "data_time": 0.02924, "loss_cls": 0.20306, "loss_bbox": 0.28513, "loss": 0.48818, "grad_norm": 4.10125, "time": 0.15023}
{"mode": "train", "epoch": 10, "iter": 4950, "lr": 0.00025, "memory": 2412, "data_time": 0.02307, "loss_cls": 0.17612, "loss_bbox": 0.32268, "loss": 0.49879, "grad_norm": 3.57904, "time": 0.15301}
{"mode": "train", "epoch": 10, "iter": 5000, "lr": 0.00025, "memory": 2412, "data_time": 0.01135, "loss_cls": 0.21819, "loss_bbox": 0.30559, "loss": 0.52377, "grad_norm": 4.21348, "time": 0.13341}
{"mode": "train", "epoch": 10, "iter": 5050, "lr": 0.00025, "memory": 2412, "data_time": 0.01526, "loss_cls": 0.195, "loss_bbox": 0.31418, "loss": 0.50919, "grad_norm": 4.16354, "time": 0.13738}
{"mode": "train", "epoch": 10, "iter": 5100, "lr": 0.00025, "memory": 2412, "data_time": 0.01973, "loss_cls": 0.154, "loss_bbox": 0.29816, "loss": 0.45216, "grad_norm": 3.55382, "time": 0.14576}
{"mode": "train", "epoch": 10, "iter": 5150, "lr": 0.00025, "memory": 2412, "data_time": 0.02116, "loss_cls": 0.16693, "loss_bbox": 0.31836, "loss": 0.48529, "grad_norm": 3.8541, "time": 0.14462}
{"mode": "train", "epoch": 10, "iter": 5200, "lr": 0.00025, "memory": 2412, "data_time": 0.00645, "loss_cls": 0.20715, "loss_bbox": 0.28539, "loss": 0.49254, "grad_norm": 4.85435, "time": 0.12747}
{"mode": "train", "epoch": 10, "iter": 5250, "lr": 0.00025, "memory": 2412, "data_time": 0.0058, "loss_cls": 0.18004, "loss_bbox": 0.3298, "loss": 0.50984, "grad_norm": 3.87958, "time": 0.13505}
{"mode": "train", "epoch": 10, "iter": 5300, "lr": 0.00025, "memory": 2412, "data_time": 0.00764, "loss_cls": 0.16018, "loss_bbox": 0.28608, "loss": 0.44626, "grad_norm": 3.41468, "time": 0.13139}
{"mode": "train", "epoch": 10, "iter": 5350, "lr": 0.00025, "memory": 2412, "data_time": 0.01077, "loss_cls": 0.15398, "loss_bbox": 0.29482, "loss": 0.4488, "grad_norm": 3.59488, "time": 0.13436}
{"mode": "train", "epoch": 10, "iter": 5400, "lr": 0.00025, "memory": 2412, "data_time": 0.01151, "loss_cls": 0.18541, "loss_bbox": 0.29378, "loss": 0.47919, "grad_norm": 3.87779, "time": 0.14001}
{"mode": "train", "epoch": 10, "iter": 5450, "lr": 0.00025, "memory": 2412, "data_time": 0.0113, "loss_cls": 0.19699, "loss_bbox": 0.32977, "loss": 0.52676, "grad_norm": 3.99385, "time": 0.14771}
{"mode": "train", "epoch": 10, "iter": 5500, "lr": 0.00025, "memory": 2412, "data_time": 0.00808, "loss_cls": 0.19814, "loss_bbox": 0.34374, "loss": 0.54188, "grad_norm": 5.07911, "time": 0.13488}
{"mode": "train", "epoch": 10, "iter": 5550, "lr": 0.00025, "memory": 2412, "data_time": 0.00866, "loss_cls": 0.18996, "loss_bbox": 0.3028, "loss": 0.49275, "grad_norm": 4.56412, "time": 0.13449}
{"mode": "train", "epoch": 10, "iter": 5600, "lr": 0.00025, "memory": 2412, "data_time": 0.00817, "loss_cls": 0.2005, "loss_bbox": 0.32207, "loss": 0.52257, "grad_norm": 4.16205, "time": 0.1434}
{"mode": "train", "epoch": 10, "iter": 5650, "lr": 0.00025, "memory": 2412, "data_time": 0.01006, "loss_cls": 0.19038, "loss_bbox": 0.28427, "loss": 0.47465, "grad_norm": 3.46372, "time": 0.14079}
{"mode": "train", "epoch": 10, "iter": 5700, "lr": 0.00025, "memory": 2412, "data_time": 0.009, "loss_cls": 0.16498, "loss_bbox": 0.28714, "loss": 0.45212, "grad_norm": 3.54934, "time": 0.13531}
{"mode": "train", "epoch": 10, "iter": 5750, "lr": 0.00025, "memory": 2412, "data_time": 0.00737, "loss_cls": 0.15548, "loss_bbox": 0.26608, "loss": 0.42156, "grad_norm": 3.3069, "time": 0.13859}
{"mode": "train", "epoch": 10, "iter": 5800, "lr": 0.00025, "memory": 2412, "data_time": 0.00766, "loss_cls": 0.16936, "loss_bbox": 0.29803, "loss": 0.46739, "grad_norm": 3.95199, "time": 0.13414}
{"mode": "train", "epoch": 10, "iter": 5850, "lr": 0.00025, "memory": 2412, "data_time": 0.00759, "loss_cls": 0.20062, "loss_bbox": 0.30827, "loss": 0.50888, "grad_norm": 4.33005, "time": 0.13504}
{"mode": "train", "epoch": 10, "iter": 5900, "lr": 0.00025, "memory": 2412, "data_time": 0.00913, "loss_cls": 0.18899, "loss_bbox": 0.30683, "loss": 0.49582, "grad_norm": 3.80079, "time": 0.15474}
{"mode": "train", "epoch": 10, "iter": 5950, "lr": 0.00025, "memory": 2412, "data_time": 0.00854, "loss_cls": 0.18798, "loss_bbox": 0.25915, "loss": 0.44712, "grad_norm": 4.5177, "time": 0.14049}
{"mode": "train", "epoch": 10, "iter": 6000, "lr": 0.00025, "memory": 2412, "data_time": 0.008, "loss_cls": 0.15697, "loss_bbox": 0.28778, "loss": 0.44475, "grad_norm": 3.85569, "time": 0.14752}
{"mode": "train", "epoch": 10, "iter": 6050, "lr": 0.00025, "memory": 2412, "data_time": 0.00784, "loss_cls": 0.16548, "loss_bbox": 0.30504, "loss": 0.47052, "grad_norm": 4.33848, "time": 0.13498}
{"mode": "train", "epoch": 10, "iter": 6100, "lr": 0.00025, "memory": 2412, "data_time": 0.00716, "loss_cls": 0.18615, "loss_bbox": 0.35856, "loss": 0.54471, "grad_norm": 4.3719, "time": 0.13252}
{"mode": "train", "epoch": 10, "iter": 6150, "lr": 0.00025, "memory": 2412, "data_time": 0.00984, "loss_cls": 0.18211, "loss_bbox": 0.32176, "loss": 0.50387, "grad_norm": 4.04117, "time": 0.14781}
{"mode": "train", "epoch": 10, "iter": 6200, "lr": 0.00025, "memory": 2412, "data_time": 0.00844, "loss_cls": 0.17961, "loss_bbox": 0.29174, "loss": 0.47135, "grad_norm": 3.91514, "time": 0.13783}
{"mode": "train", "epoch": 10, "iter": 6250, "lr": 0.00025, "memory": 2412, "data_time": 0.00902, "loss_cls": 0.1794, "loss_bbox": 0.28137, "loss": 0.46077, "grad_norm": 4.09498, "time": 0.13424}
{"mode": "train", "epoch": 10, "iter": 6300, "lr": 0.00025, "memory": 2412, "data_time": 0.02132, "loss_cls": 0.17437, "loss_bbox": 0.29033, "loss": 0.4647, "grad_norm": 3.82021, "time": 0.16166}
{"mode": "train", "epoch": 10, "iter": 6350, "lr": 0.00025, "memory": 2412, "data_time": 0.01097, "loss_cls": 0.20361, "loss_bbox": 0.29678, "loss": 0.50038, "grad_norm": 4.23139, "time": 0.13951}
{"mode": "train", "epoch": 10, "iter": 6400, "lr": 0.00025, "memory": 2412, "data_time": 0.01386, "loss_cls": 0.16697, "loss_bbox": 0.29846, "loss": 0.46542, "grad_norm": 3.56482, "time": 0.14286}
{"mode": "train", "epoch": 11, "iter": 50, "lr": 0.00025, "memory": 2412, "data_time": 3.10184, "loss_cls": 0.16492, "loss_bbox": 0.29402, "loss": 0.45894, "grad_norm": 3.37472, "time": 3.22877}
{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.00025, "memory": 2412, "data_time": 0.00593, "loss_cls": 0.1839, "loss_bbox": 0.32868, "loss": 0.51258, "grad_norm": Infinity, "time": 0.12698}
{"mode": "train", "epoch": 11, "iter": 150, "lr": 0.00025, "memory": 2412, "data_time": 0.00662, "loss_cls": 0.16126, "loss_bbox": 0.28703, "loss": 0.44828, "grad_norm": 4.37419, "time": 0.13396}
{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.00025, "memory": 2412, "data_time": 0.00662, "loss_cls": 0.18409, "loss_bbox": 0.31734, "loss": 0.50143, "grad_norm": 4.34416, "time": 0.12919}
{"mode": "train", "epoch": 11, "iter": 250, "lr": 0.00025, "memory": 2412, "data_time": 0.00929, "loss_cls": 0.16197, "loss_bbox": 0.30153, "loss": 0.4635, "grad_norm": 3.3075, "time": 0.13448}
{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.00025, "memory": 2412, "data_time": 0.00688, "loss_cls": 0.18306, "loss_bbox": 0.31721, "loss": 0.50026, "grad_norm": 4.4116, "time": 0.13563}
{"mode": "train", "epoch": 11, "iter": 350, "lr": 0.00025, "memory": 2412, "data_time": 0.00626, "loss_cls": 0.16487, "loss_bbox": 0.28013, "loss": 0.445, "grad_norm": 3.57048, "time": 0.12709}
{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.00025, "memory": 2412, "data_time": 0.00628, "loss_cls": 0.16996, "loss_bbox": 0.27865, "loss": 0.44861, "grad_norm": 3.33219, "time": 0.12669}
{"mode": "train", "epoch": 11, "iter": 450, "lr": 0.00025, "memory": 2412, "data_time": 0.00627, "loss_cls": 0.16694, "loss_bbox": 0.2885, "loss": 0.45545, "grad_norm": 3.20324, "time": 0.14231}
{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.00025, "memory": 2412, "data_time": 0.00569, "loss_cls": 0.19421, "loss_bbox": 0.32596, "loss": 0.52017, "grad_norm": 3.75628, "time": 0.12729}
{"mode": "train", "epoch": 11, "iter": 550, "lr": 0.00025, "memory": 2412, "data_time": 0.0075, "loss_cls": 0.16997, "loss_bbox": 0.28643, "loss": 0.4564, "grad_norm": 3.51863, "time": 0.12845}
{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.00025, "memory": 2412, "data_time": 0.00569, "loss_cls": 0.17563, "loss_bbox": 0.29881, "loss": 0.47444, "grad_norm": 3.61123, "time": 0.14044}
{"mode": "train", "epoch": 11, "iter": 650, "lr": 0.00025, "memory": 2412, "data_time": 0.00688, "loss_cls": 0.165, "loss_bbox": 0.29554, "loss": 0.46054, "grad_norm": 3.4663, "time": 0.13063}
{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.00025, "memory": 2412, "data_time": 0.00594, "loss_cls": 0.18139, "loss_bbox": 0.29374, "loss": 0.47514, "grad_norm": 3.71737, "time": 0.12824}
{"mode": "train", "epoch": 11, "iter": 750, "lr": 0.00025, "memory": 2412, "data_time": 0.00685, "loss_cls": 0.16598, "loss_bbox": 0.30034, "loss": 0.46632, "grad_norm": 3.78497, "time": 0.14152}
{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.00025, "memory": 2412, "data_time": 0.006, "loss_cls": 0.1562, "loss_bbox": 0.29759, "loss": 0.45379, "grad_norm": 3.14738, "time": 0.13147}
{"mode": "train", "epoch": 11, "iter": 850, "lr": 0.00025, "memory": 2412, "data_time": 0.0067, "loss_cls": 0.17893, "loss_bbox": 0.2914, "loss": 0.47033, "grad_norm": 3.90449, "time": 0.12821}
{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.00025, "memory": 2412, "data_time": 0.00661, "loss_cls": 0.16451, "loss_bbox": 0.27176, "loss": 0.43626, "grad_norm": 3.12497, "time": 0.13662}
{"mode": "train", "epoch": 11, "iter": 950, "lr": 0.00025, "memory": 2412, "data_time": 0.00535, "loss_cls": 0.16081, "loss_bbox": 0.32136, "loss": 0.48217, "grad_norm": 3.85392, "time": 0.12655}
{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.00025, "memory": 2412, "data_time": 0.00572, "loss_cls": 0.17288, "loss_bbox": 0.29516, "loss": 0.46804, "grad_norm": 3.79645, "time": 0.12938}
{"mode": "train", "epoch": 11, "iter": 1050, "lr": 0.00025, "memory": 2412, "data_time": 0.00634, "loss_cls": 0.16881, "loss_bbox": 0.28825, "loss": 0.45707, "grad_norm": 3.31837, "time": 0.13481}
{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.00025, "memory": 2412, "data_time": 0.00554, "loss_cls": 0.22735, "loss_bbox": 0.33784, "loss": 0.56519, "grad_norm": 5.67213, "time": 0.12455}
{"mode": "train", "epoch": 11, "iter": 1150, "lr": 0.00025, "memory": 2412, "data_time": 0.00551, "loss_cls": 0.17528, "loss_bbox": 0.31317, "loss": 0.48845, "grad_norm": 4.22939, "time": 0.12711}
{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.00025, "memory": 2412, "data_time": 0.00914, "loss_cls": 0.18083, "loss_bbox": 0.29936, "loss": 0.48019, "grad_norm": 3.84757, "time": 0.13393}
{"mode": "train", "epoch": 11, "iter": 1250, "lr": 0.00025, "memory": 2412, "data_time": 0.00525, "loss_cls": 0.18844, "loss_bbox": 0.27572, "loss": 0.46416, "grad_norm": 4.60175, "time": 0.12485}
{"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.00025, "memory": 2412, "data_time": 0.00805, "loss_cls": 0.19341, "loss_bbox": 0.30623, "loss": 0.49964, "grad_norm": 4.11737, "time": 0.13204}
{"mode": "train", "epoch": 11, "iter": 1350, "lr": 0.00025, "memory": 2412, "data_time": 0.01035, "loss_cls": 0.21644, "loss_bbox": 0.33783, "loss": 0.55427, "grad_norm": 4.65893, "time": 0.14261}
{"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.00025, "memory": 2412, "data_time": 0.00494, "loss_cls": 0.15798, "loss_bbox": 0.30433, "loss": 0.46231, "grad_norm": 3.49591, "time": 0.12431}
{"mode": "train", "epoch": 11, "iter": 1450, "lr": 0.00025, "memory": 2412, "data_time": 0.00494, "loss_cls": 0.17195, "loss_bbox": 0.29247, "loss": 0.46442, "grad_norm": 3.95263, "time": 0.1249}
{"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.00025, "memory": 2412, "data_time": 0.00527, "loss_cls": 0.19767, "loss_bbox": 0.28448, "loss": 0.48215, "grad_norm": 3.7205, "time": 0.13726}
{"mode": "train", "epoch": 11, "iter": 1550, "lr": 0.00025, "memory": 2412, "data_time": 0.0054, "loss_cls": 0.14829, "loss_bbox": 0.25149, "loss": 0.39977, "grad_norm": 3.32849, "time": 0.12492}
{"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.00025, "memory": 2412, "data_time": 0.00555, "loss_cls": 0.15527, "loss_bbox": 0.26892, "loss": 0.42419, "grad_norm": 3.44799, "time": 0.12943}
{"mode": "train", "epoch": 11, "iter": 1650, "lr": 0.00025, "memory": 2412, "data_time": 0.00657, "loss_cls": 0.19635, "loss_bbox": 0.33663, "loss": 0.53298, "grad_norm": 4.31503, "time": 0.13662}
{"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.00025, "memory": 2412, "data_time": 0.00623, "loss_cls": 0.2132, "loss_bbox": 0.30987, "loss": 0.52307, "grad_norm": 4.46502, "time": 0.12864}
{"mode": "train", "epoch": 11, "iter": 1750, "lr": 0.00025, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.14695, "loss_bbox": 0.28375, "loss": 0.4307, "grad_norm": 3.62706, "time": 0.12605}
{"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.00025, "memory": 2412, "data_time": 0.0058, "loss_cls": 0.18112, "loss_bbox": 0.28491, "loss": 0.46603, "grad_norm": 3.58125, "time": 0.12582}
{"mode": "train", "epoch": 11, "iter": 1850, "lr": 0.00025, "memory": 2412, "data_time": 0.00639, "loss_cls": 0.16473, "loss_bbox": 0.30896, "loss": 0.47368, "grad_norm": 3.4974, "time": 0.13747}
{"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.00025, "memory": 2412, "data_time": 0.0061, "loss_cls": 0.16103, "loss_bbox": 0.28311, "loss": 0.44414, "grad_norm": 3.90874, "time": 0.13271}
{"mode": "train", "epoch": 11, "iter": 1950, "lr": 0.00025, "memory": 2412, "data_time": 0.00597, "loss_cls": 0.20749, "loss_bbox": 0.32445, "loss": 0.53194, "grad_norm": 4.28538, "time": 0.12716}
{"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.00025, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.17649, "loss_bbox": 0.27919, "loss": 0.45569, "grad_norm": 4.20212, "time": 0.1356}
{"mode": "train", "epoch": 11, "iter": 2050, "lr": 0.00025, "memory": 2412, "data_time": 0.00657, "loss_cls": 0.15331, "loss_bbox": 0.33194, "loss": 0.48525, "grad_norm": 5.23625, "time": 0.12733}
{"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.00025, "memory": 2412, "data_time": 0.00582, "loss_cls": 0.18481, "loss_bbox": 0.30222, "loss": 0.48703, "grad_norm": 4.56137, "time": 0.12477}
{"mode": "train", "epoch": 11, "iter": 2150, "lr": 0.00025, "memory": 2412, "data_time": 0.00693, "loss_cls": 0.17415, "loss_bbox": 0.30197, "loss": 0.47611, "grad_norm": 3.77324, "time": 0.13949}
{"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.00025, "memory": 2412, "data_time": 0.00637, "loss_cls": 0.14887, "loss_bbox": 0.26991, "loss": 0.41878, "grad_norm": 3.5111, "time": 0.12717}
{"mode": "train", "epoch": 11, "iter": 2250, "lr": 0.00025, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.17553, "loss_bbox": 0.31747, "loss": 0.493, "grad_norm": 4.04985, "time": 0.12673}
{"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.00025, "memory": 2412, "data_time": 0.012, "loss_cls": 0.14759, "loss_bbox": 0.29762, "loss": 0.44521, "grad_norm": 3.95628, "time": 0.1463}
{"mode": "train", "epoch": 11, "iter": 2350, "lr": 0.00025, "memory": 2412, "data_time": 0.00617, "loss_cls": 0.17648, "loss_bbox": 0.30164, "loss": 0.47812, "grad_norm": 3.97912, "time": 0.12652}
{"mode": "train", "epoch": 11, "iter": 2400, "lr": 0.00025, "memory": 2412, "data_time": 0.00653, "loss_cls": 0.16431, "loss_bbox": 0.28689, "loss": 0.4512, "grad_norm": 3.22493, "time": 0.12943}
{"mode": "train", "epoch": 11, "iter": 2450, "lr": 0.00025, "memory": 2412, "data_time": 0.00642, "loss_cls": 0.16118, "loss_bbox": 0.29999, "loss": 0.46118, "grad_norm": 3.26367, "time": 0.13551}
{"mode": "train", "epoch": 11, "iter": 2500, "lr": 0.00025, "memory": 2412, "data_time": 0.00626, "loss_cls": 0.15904, "loss_bbox": 0.31757, "loss": 0.47661, "grad_norm": 3.87549, "time": 0.12894}
{"mode": "train", "epoch": 11, "iter": 2550, "lr": 0.00025, "memory": 2412, "data_time": 0.00622, "loss_cls": 0.17846, "loss_bbox": 0.29365, "loss": 0.47211, "grad_norm": 3.97012, "time": 0.12887}
{"mode": "train", "epoch": 11, "iter": 2600, "lr": 0.00025, "memory": 2412, "data_time": 0.0063, "loss_cls": 0.17155, "loss_bbox": 0.31799, "loss": 0.48954, "grad_norm": 3.90635, "time": 0.13327}
{"mode": "train", "epoch": 11, "iter": 2650, "lr": 0.00025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.18527, "loss_bbox": 0.28586, "loss": 0.47113, "grad_norm": 3.62005, "time": 0.12913}
{"mode": "train", "epoch": 11, "iter": 2700, "lr": 0.00025, "memory": 2412, "data_time": 0.00588, "loss_cls": 0.16025, "loss_bbox": 0.26957, "loss": 0.42982, "grad_norm": 3.61669, "time": 0.12526}
{"mode": "train", "epoch": 11, "iter": 2750, "lr": 0.00025, "memory": 2412, "data_time": 0.00718, "loss_cls": 0.16918, "loss_bbox": 0.28232, "loss": 0.4515, "grad_norm": 3.38067, "time": 0.13936}
{"mode": "train", "epoch": 11, "iter": 2800, "lr": 0.00025, "memory": 2412, "data_time": 0.0063, "loss_cls": 0.15813, "loss_bbox": 0.27164, "loss": 0.42978, "grad_norm": 3.48774, "time": 0.12828}
{"mode": "train", "epoch": 11, "iter": 2850, "lr": 0.00025, "memory": 2412, "data_time": 0.01046, "loss_cls": 0.18901, "loss_bbox": 0.30161, "loss": 0.49061, "grad_norm": 3.9261, "time": 0.13116}
{"mode": "train", "epoch": 11, "iter": 2900, "lr": 0.00025, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.19154, "loss_bbox": 0.30093, "loss": 0.49247, "grad_norm": 4.41819, "time": 0.14107}
{"mode": "train", "epoch": 11, "iter": 2950, "lr": 0.00025, "memory": 2412, "data_time": 0.00684, "loss_cls": 0.15534, "loss_bbox": 0.24545, "loss": 0.40079, "grad_norm": 3.58736, "time": 0.12785}
{"mode": "train", "epoch": 11, "iter": 3000, "lr": 0.00025, "memory": 2412, "data_time": 0.01116, "loss_cls": 0.16581, "loss_bbox": 0.29255, "loss": 0.45835, "grad_norm": 3.78756, "time": 0.13378}
{"mode": "train", "epoch": 11, "iter": 3050, "lr": 0.00025, "memory": 2412, "data_time": 0.00613, "loss_cls": 0.14155, "loss_bbox": 0.28311, "loss": 0.42467, "grad_norm": 3.43915, "time": 0.13529}
{"mode": "train", "epoch": 11, "iter": 3100, "lr": 0.00025, "memory": 2412, "data_time": 0.00623, "loss_cls": 0.16228, "loss_bbox": 0.26132, "loss": 0.4236, "grad_norm": 3.49638, "time": 0.12696}
{"mode": "train", "epoch": 11, "iter": 3150, "lr": 0.00025, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.195, "loss_bbox": 0.32211, "loss": 0.51711, "grad_norm": 4.56917, "time": 0.12743}
{"mode": "train", "epoch": 11, "iter": 3200, "lr": 0.00025, "memory": 2412, "data_time": 0.00613, "loss_cls": 0.19022, "loss_bbox": 0.32178, "loss": 0.51201, "grad_norm": 4.2936, "time": 0.13737}
{"mode": "train", "epoch": 11, "iter": 3250, "lr": 0.00025, "memory": 2412, "data_time": 0.00647, "loss_cls": 0.1648, "loss_bbox": 0.3149, "loss": 0.47969, "grad_norm": 3.63003, "time": 0.13899}
{"mode": "train", "epoch": 11, "iter": 3300, "lr": 0.00025, "memory": 2412, "data_time": 0.01275, "loss_cls": 0.1542, "loss_bbox": 0.27133, "loss": 0.42552, "grad_norm": 3.6664, "time": 0.13614}
{"mode": "train", "epoch": 11, "iter": 3350, "lr": 0.00025, "memory": 2412, "data_time": 0.00622, "loss_cls": 0.1686, "loss_bbox": 0.28877, "loss": 0.45736, "grad_norm": 4.04109, "time": 0.14041}
{"mode": "train", "epoch": 11, "iter": 3400, "lr": 0.00025, "memory": 2412, "data_time": 0.00605, "loss_cls": 0.169, "loss_bbox": 0.2693, "loss": 0.4383, "grad_norm": 3.53399, "time": 0.13026}
{"mode": "train", "epoch": 11, "iter": 3450, "lr": 0.00025, "memory": 2412, "data_time": 0.00704, "loss_cls": 0.26385, "loss_bbox": 0.28937, "loss": 0.55323, "grad_norm": 5.84219, "time": 0.12694}
{"mode": "train", "epoch": 11, "iter": 3500, "lr": 0.00025, "memory": 2412, "data_time": 0.00628, "loss_cls": 0.21472, "loss_bbox": 0.31634, "loss": 0.53106, "grad_norm": 4.73248, "time": 0.13551}
{"mode": "train", "epoch": 11, "iter": 3550, "lr": 0.00025, "memory": 2412, "data_time": 0.00623, "loss_cls": 0.16597, "loss_bbox": 0.29529, "loss": 0.46126, "grad_norm": 3.97504, "time": 0.12825}
{"mode": "train", "epoch": 11, "iter": 3600, "lr": 0.00025, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.16881, "loss_bbox": 0.29045, "loss": 0.45926, "grad_norm": 4.01974, "time": 0.12732}
{"mode": "train", "epoch": 11, "iter": 3650, "lr": 0.00025, "memory": 2412, "data_time": 0.00644, "loss_cls": 0.18909, "loss_bbox": 0.31191, "loss": 0.501, "grad_norm": 3.68663, "time": 0.13288}
{"mode": "train", "epoch": 11, "iter": 3700, "lr": 0.00025, "memory": 2412, "data_time": 0.00637, "loss_cls": 0.16105, "loss_bbox": 0.29239, "loss": 0.45344, "grad_norm": 3.96842, "time": 0.13466}
{"mode": "train", "epoch": 11, "iter": 3750, "lr": 0.00025, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.19361, "loss_bbox": 0.30312, "loss": 0.49673, "grad_norm": 4.71054, "time": 0.12767}
{"mode": "train", "epoch": 11, "iter": 3800, "lr": 0.00025, "memory": 2412, "data_time": 0.006, "loss_cls": 0.24595, "loss_bbox": 0.32939, "loss": 0.57534, "grad_norm": 4.56649, "time": 0.13502}
{"mode": "train", "epoch": 11, "iter": 3850, "lr": 0.00025, "memory": 2412, "data_time": 0.00578, "loss_cls": 0.18266, "loss_bbox": 0.29805, "loss": 0.48071, "grad_norm": 3.89917, "time": 0.12546}
{"mode": "train", "epoch": 11, "iter": 3900, "lr": 0.00025, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.20177, "loss_bbox": 0.31228, "loss": 0.51405, "grad_norm": 4.19626, "time": 0.13077}
{"mode": "train", "epoch": 11, "iter": 3950, "lr": 0.00025, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.16909, "loss_bbox": 0.28222, "loss": 0.45131, "grad_norm": 3.93815, "time": 0.1315}
{"mode": "train", "epoch": 11, "iter": 4000, "lr": 0.00025, "memory": 2412, "data_time": 0.00598, "loss_cls": 0.17682, "loss_bbox": 0.29119, "loss": 0.468, "grad_norm": 3.75563, "time": 0.12811}
{"mode": "train", "epoch": 11, "iter": 4050, "lr": 0.00025, "memory": 2412, "data_time": 0.00597, "loss_cls": 0.2024, "loss_bbox": 0.33475, "loss": 0.53715, "grad_norm": 4.48965, "time": 0.1332}
{"mode": "train", "epoch": 11, "iter": 4100, "lr": 0.00025, "memory": 2412, "data_time": 0.00626, "loss_cls": 0.17871, "loss_bbox": 0.3064, "loss": 0.48511, "grad_norm": 3.92164, "time": 0.13358}
{"mode": "train", "epoch": 11, "iter": 4150, "lr": 0.00025, "memory": 2412, "data_time": 0.00627, "loss_cls": 0.18941, "loss_bbox": 0.31358, "loss": 0.50298, "grad_norm": 3.73286, "time": 0.1306}
{"mode": "train", "epoch": 11, "iter": 4200, "lr": 0.00025, "memory": 2412, "data_time": 0.00662, "loss_cls": 0.19335, "loss_bbox": 0.30399, "loss": 0.49734, "grad_norm": 4.82565, "time": 0.13654}
{"mode": "train", "epoch": 11, "iter": 4250, "lr": 0.00025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.18871, "loss_bbox": 0.31257, "loss": 0.50128, "grad_norm": 3.40667, "time": 0.12987}
{"mode": "train", "epoch": 11, "iter": 4300, "lr": 0.00025, "memory": 2412, "data_time": 0.00585, "loss_cls": 0.19763, "loss_bbox": 0.31228, "loss": 0.50991, "grad_norm": 4.35581, "time": 0.12599}
{"mode": "train", "epoch": 11, "iter": 4350, "lr": 0.00025, "memory": 2412, "data_time": 0.00611, "loss_cls": 0.19085, "loss_bbox": 0.29071, "loss": 0.48156, "grad_norm": 3.86533, "time": 0.14283}
{"mode": "train", "epoch": 11, "iter": 4400, "lr": 0.00025, "memory": 2412, "data_time": 0.0064, "loss_cls": 0.1501, "loss_bbox": 0.30065, "loss": 0.45074, "grad_norm": 3.52095, "time": 0.13011}
{"mode": "train", "epoch": 11, "iter": 4450, "lr": 0.00025, "memory": 2412, "data_time": 0.0059, "loss_cls": 0.22015, "loss_bbox": 0.33743, "loss": 0.55758, "grad_norm": 4.35344, "time": 0.12642}
{"mode": "train", "epoch": 11, "iter": 4500, "lr": 0.00025, "memory": 2412, "data_time": 0.00618, "loss_cls": 0.16837, "loss_bbox": 0.31678, "loss": 0.48515, "grad_norm": 4.00672, "time": 0.13205}
{"mode": "train", "epoch": 11, "iter": 4550, "lr": 0.00025, "memory": 2412, "data_time": 0.00716, "loss_cls": 0.1913, "loss_bbox": 0.31942, "loss": 0.51072, "grad_norm": 4.55248, "time": 0.13585}
{"mode": "train", "epoch": 11, "iter": 4600, "lr": 0.00025, "memory": 2412, "data_time": 0.01323, "loss_cls": 0.16093, "loss_bbox": 0.29382, "loss": 0.45475, "grad_norm": 4.30092, "time": 0.13458}
{"mode": "train", "epoch": 11, "iter": 4650, "lr": 0.00025, "memory": 2412, "data_time": 0.00765, "loss_cls": 0.1804, "loss_bbox": 0.31948, "loss": 0.49988, "grad_norm": 4.09501, "time": 0.13706}
{"mode": "train", "epoch": 11, "iter": 4700, "lr": 0.00025, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.14881, "loss_bbox": 0.27014, "loss": 0.41895, "grad_norm": 3.72905, "time": 0.12864}
{"mode": "train", "epoch": 11, "iter": 4750, "lr": 0.00025, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.18252, "loss_bbox": 0.323, "loss": 0.50552, "grad_norm": 5.50157, "time": 0.12255}
{"mode": "train", "epoch": 11, "iter": 4800, "lr": 0.00025, "memory": 2412, "data_time": 0.00587, "loss_cls": 0.14773, "loss_bbox": 0.30351, "loss": 0.45124, "grad_norm": 3.29397, "time": 0.13513}
{"mode": "train", "epoch": 11, "iter": 4850, "lr": 0.00025, "memory": 2412, "data_time": 0.00672, "loss_cls": 0.17917, "loss_bbox": 0.28619, "loss": 0.46537, "grad_norm": 3.9399, "time": 0.12889}
{"mode": "train", "epoch": 11, "iter": 4900, "lr": 0.00025, "memory": 2412, "data_time": 0.00598, "loss_cls": 0.1575, "loss_bbox": 0.28685, "loss": 0.44435, "grad_norm": 3.74794, "time": 0.12958}
{"mode": "train", "epoch": 11, "iter": 4950, "lr": 0.00025, "memory": 2412, "data_time": 0.00576, "loss_cls": 0.18286, "loss_bbox": 0.28111, "loss": 0.46397, "grad_norm": 3.74059, "time": 0.13371}
{"mode": "train", "epoch": 11, "iter": 5000, "lr": 0.00025, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.17057, "loss_bbox": 0.30685, "loss": 0.47742, "grad_norm": 3.76091, "time": 0.12941}
{"mode": "train", "epoch": 11, "iter": 5050, "lr": 0.00025, "memory": 2412, "data_time": 0.00592, "loss_cls": 0.15639, "loss_bbox": 0.27341, "loss": 0.4298, "grad_norm": 3.74772, "time": 0.12915}
{"mode": "train", "epoch": 11, "iter": 5100, "lr": 0.00025, "memory": 2412, "data_time": 0.00592, "loss_cls": 0.19492, "loss_bbox": 0.32408, "loss": 0.51899, "grad_norm": 3.9279, "time": 0.13817}
{"mode": "train", "epoch": 11, "iter": 5150, "lr": 0.00025, "memory": 2412, "data_time": 0.00624, "loss_cls": 0.17848, "loss_bbox": 0.26847, "loss": 0.44695, "grad_norm": 3.37428, "time": 0.13893}
{"mode": "train", "epoch": 11, "iter": 5200, "lr": 0.00025, "memory": 2412, "data_time": 0.00594, "loss_cls": 0.1799, "loss_bbox": 0.31475, "loss": 0.49465, "grad_norm": 3.34983, "time": 0.12936}
{"mode": "train", "epoch": 11, "iter": 5250, "lr": 0.00025, "memory": 2412, "data_time": 0.00629, "loss_cls": 0.15559, "loss_bbox": 0.27063, "loss": 0.42622, "grad_norm": 3.59008, "time": 0.13862}
{"mode": "train", "epoch": 11, "iter": 5300, "lr": 0.00025, "memory": 2412, "data_time": 0.00649, "loss_cls": 0.20215, "loss_bbox": 0.31266, "loss": 0.51481, "grad_norm": 4.48617, "time": 0.13097}
{"mode": "train", "epoch": 11, "iter": 5350, "lr": 0.00025, "memory": 2412, "data_time": 0.00602, "loss_cls": 0.13458, "loss_bbox": 0.26716, "loss": 0.40174, "grad_norm": 3.28226, "time": 0.125}
{"mode": "train", "epoch": 11, "iter": 5400, "lr": 0.00025, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.23122, "loss_bbox": 0.33076, "loss": 0.56198, "grad_norm": 4.6105, "time": 0.14116}
{"mode": "train", "epoch": 11, "iter": 5450, "lr": 0.00025, "memory": 2412, "data_time": 0.00607, "loss_cls": 0.17164, "loss_bbox": 0.28299, "loss": 0.45463, "grad_norm": 4.36047, "time": 0.13498}
{"mode": "train", "epoch": 11, "iter": 5500, "lr": 0.00025, "memory": 2412, "data_time": 0.00628, "loss_cls": 0.17867, "loss_bbox": 0.29171, "loss": 0.47038, "grad_norm": 3.75779, "time": 0.12653}
{"mode": "train", "epoch": 11, "iter": 5550, "lr": 0.00025, "memory": 2412, "data_time": 0.0063, "loss_cls": 0.16974, "loss_bbox": 0.30696, "loss": 0.4767, "grad_norm": 3.93249, "time": 0.13319}
{"mode": "train", "epoch": 11, "iter": 5600, "lr": 0.00025, "memory": 2412, "data_time": 0.00575, "loss_cls": 0.18786, "loss_bbox": 0.31113, "loss": 0.49899, "grad_norm": 3.49026, "time": 0.12964}
{"mode": "train", "epoch": 11, "iter": 5650, "lr": 0.00025, "memory": 2412, "data_time": 0.00588, "loss_cls": 0.20787, "loss_bbox": 0.33709, "loss": 0.54496, "grad_norm": 5.50447, "time": 0.12598}
{"mode": "train", "epoch": 11, "iter": 5700, "lr": 0.00025, "memory": 2412, "data_time": 0.00622, "loss_cls": 0.16876, "loss_bbox": 0.30044, "loss": 0.4692, "grad_norm": 3.80131, "time": 0.14278}
{"mode": "train", "epoch": 11, "iter": 5750, "lr": 0.00025, "memory": 2412, "data_time": 0.00603, "loss_cls": 0.18746, "loss_bbox": 0.30346, "loss": 0.49092, "grad_norm": 4.46489, "time": 0.12855}
{"mode": "train", "epoch": 11, "iter": 5800, "lr": 0.00025, "memory": 2412, "data_time": 0.00571, "loss_cls": 0.17817, "loss_bbox": 0.26939, "loss": 0.44756, "grad_norm": 3.48335, "time": 0.12853}
{"mode": "train", "epoch": 11, "iter": 5850, "lr": 0.00025, "memory": 2412, "data_time": 0.00602, "loss_cls": 0.24262, "loss_bbox": 0.33754, "loss": 0.58016, "grad_norm": 5.97337, "time": 0.13193}
{"mode": "train", "epoch": 11, "iter": 5900, "lr": 0.00025, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.20175, "loss_bbox": 0.3093, "loss": 0.51104, "grad_norm": 4.8574, "time": 0.12704}
{"mode": "train", "epoch": 11, "iter": 5950, "lr": 0.00025, "memory": 2412, "data_time": 0.00604, "loss_cls": 0.17713, "loss_bbox": 0.25851, "loss": 0.43564, "grad_norm": 3.73966, "time": 0.13033}
{"mode": "train", "epoch": 11, "iter": 6000, "lr": 0.00025, "memory": 2412, "data_time": 0.006, "loss_cls": 0.21203, "loss_bbox": 0.30744, "loss": 0.51947, "grad_norm": 4.81819, "time": 0.13476}
{"mode": "train", "epoch": 11, "iter": 6050, "lr": 0.00025, "memory": 2412, "data_time": 0.00589, "loss_cls": 0.20863, "loss_bbox": 0.27068, "loss": 0.4793, "grad_norm": Infinity, "time": 0.12652}
{"mode": "train", "epoch": 11, "iter": 6100, "lr": 0.00025, "memory": 2412, "data_time": 0.00637, "loss_cls": 0.17077, "loss_bbox": 0.275, "loss": 0.44577, "grad_norm": 3.56277, "time": 0.13085}
{"mode": "train", "epoch": 11, "iter": 6150, "lr": 0.00025, "memory": 2412, "data_time": 0.01036, "loss_cls": 0.18047, "loss_bbox": 0.26985, "loss": 0.45032, "grad_norm": 3.82816, "time": 0.13827}
{"mode": "train", "epoch": 11, "iter": 6200, "lr": 0.00025, "memory": 2412, "data_time": 0.00558, "loss_cls": 0.17041, "loss_bbox": 0.28129, "loss": 0.4517, "grad_norm": 3.89899, "time": 0.12819}
{"mode": "train", "epoch": 11, "iter": 6250, "lr": 0.00025, "memory": 2412, "data_time": 0.00581, "loss_cls": 0.18031, "loss_bbox": 0.28681, "loss": 0.46712, "grad_norm": 3.98219, "time": 0.12941}
{"mode": "train", "epoch": 11, "iter": 6300, "lr": 0.00025, "memory": 2412, "data_time": 0.0063, "loss_cls": 0.16582, "loss_bbox": 0.33433, "loss": 0.50015, "grad_norm": 4.06138, "time": 0.13513}
{"mode": "train", "epoch": 11, "iter": 6350, "lr": 0.00025, "memory": 2412, "data_time": 0.006, "loss_cls": 0.17019, "loss_bbox": 0.27986, "loss": 0.45005, "grad_norm": 3.92388, "time": 0.12586}
{"mode": "train", "epoch": 11, "iter": 6400, "lr": 0.00025, "memory": 2412, "data_time": 0.00688, "loss_cls": 0.20438, "loss_bbox": 0.29808, "loss": 0.50247, "grad_norm": 4.27374, "time": 0.13412}
{"mode": "train", "epoch": 12, "iter": 50, "lr": 3e-05, "memory": 2412, "data_time": 3.11239, "loss_cls": 0.16495, "loss_bbox": 0.29068, "loss": 0.45563, "grad_norm": 3.21076, "time": 3.24075}
{"mode": "train", "epoch": 12, "iter": 100, "lr": 3e-05, "memory": 2412, "data_time": 0.00617, "loss_cls": 0.1928, "loss_bbox": 0.3216, "loss": 0.51439, "grad_norm": 4.1779, "time": 0.12781}
{"mode": "train", "epoch": 12, "iter": 150, "lr": 3e-05, "memory": 2412, "data_time": 0.00707, "loss_cls": 0.19457, "loss_bbox": 0.29408, "loss": 0.48865, "grad_norm": 4.50996, "time": 0.13444}
{"mode": "train", "epoch": 12, "iter": 200, "lr": 3e-05, "memory": 2412, "data_time": 0.00548, "loss_cls": 0.19243, "loss_bbox": 0.30713, "loss": 0.49957, "grad_norm": 4.1385, "time": 0.12443}
{"mode": "train", "epoch": 12, "iter": 250, "lr": 3e-05, "memory": 2412, "data_time": 0.01724, "loss_cls": 0.21679, "loss_bbox": 0.28934, "loss": 0.50613, "grad_norm": 4.19313, "time": 0.13843}
{"mode": "train", "epoch": 12, "iter": 300, "lr": 3e-05, "memory": 2412, "data_time": 0.00658, "loss_cls": 0.1909, "loss_bbox": 0.30782, "loss": 0.49873, "grad_norm": 5.26665, "time": 0.13799}
{"mode": "train", "epoch": 12, "iter": 350, "lr": 3e-05, "memory": 2412, "data_time": 0.00524, "loss_cls": 0.17847, "loss_bbox": 0.28054, "loss": 0.45901, "grad_norm": 3.94119, "time": 0.12691}
{"mode": "train", "epoch": 12, "iter": 400, "lr": 3e-05, "memory": 2412, "data_time": 0.0056, "loss_cls": 0.17073, "loss_bbox": 0.26974, "loss": 0.44047, "grad_norm": 3.91759, "time": 0.12983}
{"mode": "train", "epoch": 12, "iter": 450, "lr": 3e-05, "memory": 2412, "data_time": 0.00732, "loss_cls": 0.16119, "loss_bbox": 0.30614, "loss": 0.46732, "grad_norm": 3.26394, "time": 0.13767}
{"mode": "train", "epoch": 12, "iter": 500, "lr": 3e-05, "memory": 2412, "data_time": 0.00591, "loss_cls": 0.14226, "loss_bbox": 0.25938, "loss": 0.40164, "grad_norm": 3.40026, "time": 0.12387}
{"mode": "train", "epoch": 12, "iter": 550, "lr": 3e-05, "memory": 2412, "data_time": 0.00569, "loss_cls": 0.18049, "loss_bbox": 0.292, "loss": 0.47249, "grad_norm": 3.40548, "time": 0.13008}
{"mode": "train", "epoch": 12, "iter": 600, "lr": 3e-05, "memory": 2412, "data_time": 0.00679, "loss_cls": 0.1469, "loss_bbox": 0.27371, "loss": 0.42061, "grad_norm": 3.86319, "time": 0.13743}
{"mode": "train", "epoch": 12, "iter": 650, "lr": 3e-05, "memory": 2412, "data_time": 0.00568, "loss_cls": 0.16102, "loss_bbox": 0.31124, "loss": 0.47225, "grad_norm": 3.26538, "time": 0.12795}
{"mode": "train", "epoch": 12, "iter": 700, "lr": 3e-05, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.15991, "loss_bbox": 0.27803, "loss": 0.43794, "grad_norm": 4.23318, "time": 0.13245}
{"mode": "train", "epoch": 12, "iter": 750, "lr": 3e-05, "memory": 2412, "data_time": 0.00682, "loss_cls": 0.16949, "loss_bbox": 0.27075, "loss": 0.44025, "grad_norm": 3.75382, "time": 0.13097}
{"mode": "train", "epoch": 12, "iter": 800, "lr": 3e-05, "memory": 2412, "data_time": 0.0059, "loss_cls": 0.17736, "loss_bbox": 0.26675, "loss": 0.44411, "grad_norm": 4.72486, "time": 0.1321}
{"mode": "train", "epoch": 12, "iter": 850, "lr": 3e-05, "memory": 2412, "data_time": 0.00563, "loss_cls": 0.21468, "loss_bbox": 0.27579, "loss": 0.49047, "grad_norm": 5.03495, "time": 0.12804}
{"mode": "train", "epoch": 12, "iter": 900, "lr": 3e-05, "memory": 2412, "data_time": 0.00713, "loss_cls": 0.15054, "loss_bbox": 0.2739, "loss": 0.42444, "grad_norm": 3.66861, "time": 0.14342}
{"mode": "train", "epoch": 12, "iter": 950, "lr": 3e-05, "memory": 2412, "data_time": 0.00635, "loss_cls": 0.18651, "loss_bbox": 0.30065, "loss": 0.48716, "grad_norm": 4.5584, "time": 0.12806}
{"mode": "train", "epoch": 12, "iter": 1000, "lr": 3e-05, "memory": 2412, "data_time": 0.0062, "loss_cls": 0.15163, "loss_bbox": 0.28497, "loss": 0.43661, "grad_norm": 3.15755, "time": 0.12992}
{"mode": "train", "epoch": 12, "iter": 1050, "lr": 3e-05, "memory": 2412, "data_time": 0.00699, "loss_cls": 0.19133, "loss_bbox": 0.29406, "loss": 0.48539, "grad_norm": 3.84613, "time": 0.14574}
{"mode": "train", "epoch": 12, "iter": 1100, "lr": 3e-05, "memory": 2412, "data_time": 0.00625, "loss_cls": 0.1879, "loss_bbox": 0.32395, "loss": 0.51185, "grad_norm": 4.0822, "time": 0.12722}
{"mode": "train", "epoch": 12, "iter": 1150, "lr": 3e-05, "memory": 2412, "data_time": 0.0065, "loss_cls": 0.15416, "loss_bbox": 0.26748, "loss": 0.42164, "grad_norm": 3.5807, "time": 0.12749}
{"mode": "train", "epoch": 12, "iter": 1200, "lr": 3e-05, "memory": 2412, "data_time": 0.00721, "loss_cls": 0.17641, "loss_bbox": 0.33014, "loss": 0.50655, "grad_norm": 4.10427, "time": 0.142}
{"mode": "train", "epoch": 12, "iter": 1250, "lr": 3e-05, "memory": 2412, "data_time": 0.00566, "loss_cls": 0.13858, "loss_bbox": 0.291, "loss": 0.42958, "grad_norm": 3.84303, "time": 0.12681}
{"mode": "train", "epoch": 12, "iter": 1300, "lr": 3e-05, "memory": 2412, "data_time": 0.00555, "loss_cls": 0.16963, "loss_bbox": 0.32613, "loss": 0.49576, "grad_norm": 3.99111, "time": 0.12899}
{"mode": "train", "epoch": 12, "iter": 1350, "lr": 3e-05, "memory": 2412, "data_time": 0.00709, "loss_cls": 0.19228, "loss_bbox": 0.30604, "loss": 0.49832, "grad_norm": 4.27926, "time": 0.13923}
{"mode": "train", "epoch": 12, "iter": 1400, "lr": 3e-05, "memory": 2412, "data_time": 0.0058, "loss_cls": 0.15482, "loss_bbox": 0.29995, "loss": 0.45478, "grad_norm": 3.76653, "time": 0.12565}
{"mode": "train", "epoch": 12, "iter": 1450, "lr": 3e-05, "memory": 2412, "data_time": 0.00546, "loss_cls": 0.17425, "loss_bbox": 0.27282, "loss": 0.44708, "grad_norm": 4.10956, "time": 0.12698}
{"mode": "train", "epoch": 12, "iter": 1500, "lr": 3e-05, "memory": 2412, "data_time": 0.00563, "loss_cls": 0.19946, "loss_bbox": 0.30181, "loss": 0.50127, "grad_norm": 4.45438, "time": 0.12456}
{"mode": "train", "epoch": 12, "iter": 1550, "lr": 3e-05, "memory": 2412, "data_time": 0.01099, "loss_cls": 0.15939, "loss_bbox": 0.28262, "loss": 0.44201, "grad_norm": 3.30627, "time": 0.14122}
{"mode": "train", "epoch": 12, "iter": 1600, "lr": 3e-05, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.1666, "loss_bbox": 0.268, "loss": 0.4346, "grad_norm": 3.74065, "time": 0.13011}
{"mode": "train", "epoch": 12, "iter": 1650, "lr": 3e-05, "memory": 2412, "data_time": 0.00584, "loss_cls": 0.15822, "loss_bbox": 0.28355, "loss": 0.44178, "grad_norm": 3.29728, "time": 0.12748}
{"mode": "train", "epoch": 12, "iter": 1700, "lr": 3e-05, "memory": 2412, "data_time": 0.013, "loss_cls": 0.17545, "loss_bbox": 0.32338, "loss": 0.49883, "grad_norm": 3.90014, "time": 0.13989}
{"mode": "train", "epoch": 12, "iter": 1750, "lr": 3e-05, "memory": 2412, "data_time": 0.00607, "loss_cls": 0.16308, "loss_bbox": 0.3039, "loss": 0.46698, "grad_norm": 3.57548, "time": 0.13393}
{"mode": "train", "epoch": 12, "iter": 1800, "lr": 3e-05, "memory": 2412, "data_time": 0.00579, "loss_cls": 0.22419, "loss_bbox": 0.28643, "loss": 0.51062, "grad_norm": 4.82948, "time": 0.1255}
{"mode": "train", "epoch": 12, "iter": 1850, "lr": 3e-05, "memory": 2412, "data_time": 0.00686, "loss_cls": 0.18163, "loss_bbox": 0.36286, "loss": 0.54449, "grad_norm": 4.70014, "time": 0.13703}
{"mode": "train", "epoch": 12, "iter": 1900, "lr": 3e-05, "memory": 2412, "data_time": 0.00633, "loss_cls": 0.18415, "loss_bbox": 0.33829, "loss": 0.52244, "grad_norm": 4.79546, "time": 0.13337}
{"mode": "train", "epoch": 12, "iter": 1950, "lr": 3e-05, "memory": 2412, "data_time": 0.00575, "loss_cls": 0.17632, "loss_bbox": 0.28267, "loss": 0.459, "grad_norm": 4.18138, "time": 0.13173}
{"mode": "train", "epoch": 12, "iter": 2000, "lr": 3e-05, "memory": 2412, "data_time": 0.01231, "loss_cls": 0.17207, "loss_bbox": 0.2783, "loss": 0.45036, "grad_norm": 3.88702, "time": 0.15085}
{"mode": "train", "epoch": 12, "iter": 2050, "lr": 3e-05, "memory": 2412, "data_time": 0.00786, "loss_cls": 0.1924, "loss_bbox": 0.26064, "loss": 0.45303, "grad_norm": 4.35832, "time": 0.13123}
{"mode": "train", "epoch": 12, "iter": 2100, "lr": 3e-05, "memory": 2412, "data_time": 0.00667, "loss_cls": 0.19058, "loss_bbox": 0.34466, "loss": 0.53524, "grad_norm": 3.92012, "time": 0.14553}
{"mode": "train", "epoch": 12, "iter": 2150, "lr": 3e-05, "memory": 2412, "data_time": 0.0059, "loss_cls": 0.17747, "loss_bbox": 0.29494, "loss": 0.47241, "grad_norm": 3.66474, "time": 0.1283}
{"mode": "train", "epoch": 12, "iter": 2200, "lr": 3e-05, "memory": 2412, "data_time": 0.00617, "loss_cls": 0.21885, "loss_bbox": 0.32405, "loss": 0.5429, "grad_norm": 5.90306, "time": 0.13478}
{"mode": "train", "epoch": 12, "iter": 2250, "lr": 3e-05, "memory": 2412, "data_time": 0.00635, "loss_cls": 0.20088, "loss_bbox": 0.32298, "loss": 0.52386, "grad_norm": 5.05185, "time": 0.13089}
{"mode": "train", "epoch": 12, "iter": 2300, "lr": 3e-05, "memory": 2412, "data_time": 0.00578, "loss_cls": 0.18477, "loss_bbox": 0.27313, "loss": 0.4579, "grad_norm": 3.72063, "time": 0.13075}
{"mode": "train", "epoch": 12, "iter": 2350, "lr": 3e-05, "memory": 2412, "data_time": 0.00632, "loss_cls": 0.21024, "loss_bbox": 0.27323, "loss": 0.48348, "grad_norm": 4.2691, "time": 0.13092}
{"mode": "train", "epoch": 12, "iter": 2400, "lr": 3e-05, "memory": 2412, "data_time": 0.00606, "loss_cls": 0.17127, "loss_bbox": 0.26564, "loss": 0.43691, "grad_norm": 3.90342, "time": 0.12909}
{"mode": "train", "epoch": 12, "iter": 2450, "lr": 3e-05, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.16734, "loss_bbox": 0.26252, "loss": 0.42987, "grad_norm": 3.96293, "time": 0.13813}
{"mode": "train", "epoch": 12, "iter": 2500, "lr": 3e-05, "memory": 2412, "data_time": 0.00639, "loss_cls": 0.13271, "loss_bbox": 0.26697, "loss": 0.39968, "grad_norm": 3.46692, "time": 0.13357}
{"mode": "train", "epoch": 12, "iter": 2550, "lr": 3e-05, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.15985, "loss_bbox": 0.25739, "loss": 0.41724, "grad_norm": 3.65257, "time": 0.12477}
{"mode": "train", "epoch": 12, "iter": 2600, "lr": 3e-05, "memory": 2412, "data_time": 0.00605, "loss_cls": 0.18532, "loss_bbox": 0.30955, "loss": 0.49488, "grad_norm": 4.3741, "time": 0.12833}
{"mode": "train", "epoch": 12, "iter": 2650, "lr": 3e-05, "memory": 2412, "data_time": 0.00613, "loss_cls": 0.18868, "loss_bbox": 0.2903, "loss": 0.47898, "grad_norm": 3.54897, "time": 0.13353}
{"mode": "train", "epoch": 12, "iter": 2700, "lr": 3e-05, "memory": 2412, "data_time": 0.00583, "loss_cls": 0.16313, "loss_bbox": 0.28736, "loss": 0.4505, "grad_norm": 3.70476, "time": 0.13168}
{"mode": "train", "epoch": 12, "iter": 2750, "lr": 3e-05, "memory": 2412, "data_time": 0.00608, "loss_cls": 0.17713, "loss_bbox": 0.2736, "loss": 0.45072, "grad_norm": 4.13887, "time": 0.1298}
{"mode": "train", "epoch": 12, "iter": 2800, "lr": 3e-05, "memory": 2412, "data_time": 0.00667, "loss_cls": 0.17317, "loss_bbox": 0.27246, "loss": 0.44563, "grad_norm": 3.7649, "time": 0.13614}
{"mode": "train", "epoch": 12, "iter": 2850, "lr": 3e-05, "memory": 2412, "data_time": 0.00588, "loss_cls": 0.14692, "loss_bbox": 0.25957, "loss": 0.40649, "grad_norm": 3.28457, "time": 0.12708}
{"mode": "train", "epoch": 12, "iter": 2900, "lr": 3e-05, "memory": 2412, "data_time": 0.0061, "loss_cls": 0.19983, "loss_bbox": 0.30002, "loss": 0.49985, "grad_norm": 4.20104, "time": 0.12665}
{"mode": "train", "epoch": 12, "iter": 2950, "lr": 3e-05, "memory": 2412, "data_time": 0.00676, "loss_cls": 0.14128, "loss_bbox": 0.2607, "loss": 0.40197, "grad_norm": 3.45741, "time": 0.13679}
{"mode": "train", "epoch": 12, "iter": 3000, "lr": 3e-05, "memory": 2412, "data_time": 0.00612, "loss_cls": 0.16175, "loss_bbox": 0.29074, "loss": 0.45248, "grad_norm": 3.67337, "time": 0.12719}
{"mode": "train", "epoch": 12, "iter": 3050, "lr": 3e-05, "memory": 2412, "data_time": 0.00619, "loss_cls": 0.18251, "loss_bbox": 0.31661, "loss": 0.49912, "grad_norm": 3.7714, "time": 0.12972}
{"mode": "train", "epoch": 12, "iter": 3100, "lr": 3e-05, "memory": 2412, "data_time": 0.0065, "loss_cls": 0.13221, "loss_bbox": 0.25559, "loss": 0.3878, "grad_norm": 2.81908, "time": 0.13835}
{"mode": "train", "epoch": 12, "iter": 3150, "lr": 3e-05, "memory": 2412, "data_time": 0.0059, "loss_cls": 0.17044, "loss_bbox": 0.27243, "loss": 0.44286, "grad_norm": 3.5867, "time": 0.12977}
{"mode": "train", "epoch": 12, "iter": 3200, "lr": 3e-05, "memory": 2412, "data_time": 0.00633, "loss_cls": 0.14839, "loss_bbox": 0.30792, "loss": 0.45631, "grad_norm": 3.39355, "time": 0.13706}
{"mode": "train", "epoch": 12, "iter": 3250, "lr": 3e-05, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.16821, "loss_bbox": 0.31197, "loss": 0.48019, "grad_norm": 3.58173, "time": 0.13688}
{"mode": "train", "epoch": 12, "iter": 3300, "lr": 3e-05, "memory": 2412, "data_time": 0.00901, "loss_cls": 0.18572, "loss_bbox": 0.31415, "loss": 0.49987, "grad_norm": 4.14132, "time": 0.12845}
{"mode": "train", "epoch": 12, "iter": 3350, "lr": 3e-05, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.1644, "loss_bbox": 0.30421, "loss": 0.46861, "grad_norm": 3.65652, "time": 0.13165}
{"mode": "train", "epoch": 12, "iter": 3400, "lr": 3e-05, "memory": 2412, "data_time": 0.00634, "loss_cls": 0.1771, "loss_bbox": 0.28568, "loss": 0.46278, "grad_norm": 3.9893, "time": 0.13312}
{"mode": "train", "epoch": 12, "iter": 3450, "lr": 3e-05, "memory": 2412, "data_time": 0.00576, "loss_cls": 0.15423, "loss_bbox": 0.2813, "loss": 0.43553, "grad_norm": 3.1979, "time": 0.12732}
{"mode": "train", "epoch": 12, "iter": 3500, "lr": 3e-05, "memory": 2412, "data_time": 0.00601, "loss_cls": 0.18278, "loss_bbox": 0.30984, "loss": 0.49262, "grad_norm": 3.70416, "time": 0.13194}
{"mode": "train", "epoch": 12, "iter": 3550, "lr": 3e-05, "memory": 2412, "data_time": 0.00654, "loss_cls": 0.17836, "loss_bbox": 0.28903, "loss": 0.46739, "grad_norm": 4.98694, "time": 0.13419}
{"mode": "train", "epoch": 12, "iter": 3600, "lr": 3e-05, "memory": 2412, "data_time": 0.00581, "loss_cls": 0.16941, "loss_bbox": 0.30157, "loss": 0.47098, "grad_norm": 3.89021, "time": 0.12686}
{"mode": "train", "epoch": 12, "iter": 3650, "lr": 3e-05, "memory": 2412, "data_time": 0.00579, "loss_cls": 0.19459, "loss_bbox": 0.29703, "loss": 0.49162, "grad_norm": 4.0254, "time": 0.12803}
{"mode": "train", "epoch": 12, "iter": 3700, "lr": 3e-05, "memory": 2412, "data_time": 0.01101, "loss_cls": 0.15256, "loss_bbox": 0.26867, "loss": 0.42123, "grad_norm": 3.22242, "time": 0.13887}
{"mode": "train", "epoch": 12, "iter": 3750, "lr": 3e-05, "memory": 2412, "data_time": 0.00583, "loss_cls": 0.16954, "loss_bbox": 0.26901, "loss": 0.43855, "grad_norm": 3.54765, "time": 0.12622}
{"mode": "train", "epoch": 12, "iter": 3800, "lr": 3e-05, "memory": 2412, "data_time": 0.00613, "loss_cls": 0.1631, "loss_bbox": 0.27157, "loss": 0.43467, "grad_norm": 3.36, "time": 0.12908}
{"mode": "train", "epoch": 12, "iter": 3850, "lr": 3e-05, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.18408, "loss_bbox": 0.29254, "loss": 0.47662, "grad_norm": 3.90266, "time": 0.12937}
{"mode": "train", "epoch": 12, "iter": 3900, "lr": 3e-05, "memory": 2412, "data_time": 0.00638, "loss_cls": 0.15345, "loss_bbox": 0.27775, "loss": 0.43121, "grad_norm": 3.09596, "time": 0.13949}
{"mode": "train", "epoch": 12, "iter": 3950, "lr": 3e-05, "memory": 2412, "data_time": 0.00578, "loss_cls": 0.15319, "loss_bbox": 0.28182, "loss": 0.43501, "grad_norm": 3.37218, "time": 0.13212}
{"mode": "train", "epoch": 12, "iter": 4000, "lr": 3e-05, "memory": 2412, "data_time": 0.00598, "loss_cls": 0.16563, "loss_bbox": 0.28098, "loss": 0.44661, "grad_norm": 3.99413, "time": 0.13506}
{"mode": "train", "epoch": 12, "iter": 4050, "lr": 3e-05, "memory": 2412, "data_time": 0.00616, "loss_cls": 0.21134, "loss_bbox": 0.309, "loss": 0.52034, "grad_norm": 4.53588, "time": 0.12974}
{"mode": "train", "epoch": 12, "iter": 4100, "lr": 3e-05, "memory": 2412, "data_time": 0.00615, "loss_cls": 0.18589, "loss_bbox": 0.29588, "loss": 0.48177, "grad_norm": Infinity, "time": 0.13319}
{"mode": "train", "epoch": 12, "iter": 4150, "lr": 3e-05, "memory": 2412, "data_time": 0.00599, "loss_cls": 0.16915, "loss_bbox": 0.30077, "loss": 0.46992, "grad_norm": 3.45278, "time": 0.12866}
{"mode": "train", "epoch": 12, "iter": 4200, "lr": 3e-05, "memory": 2412, "data_time": 0.00593, "loss_cls": 0.13834, "loss_bbox": 0.2884, "loss": 0.42674, "grad_norm": 3.32663, "time": 0.13286}
{"mode": "train", "epoch": 12, "iter": 4250, "lr": 3e-05, "memory": 2412, "data_time": 0.01117, "loss_cls": 0.15367, "loss_bbox": 0.27964, "loss": 0.43331, "grad_norm": 3.54447, "time": 0.1468}
{"mode": "train", "epoch": 12, "iter": 4300, "lr": 3e-05, "memory": 2412, "data_time": 0.00634, "loss_cls": 0.14285, "loss_bbox": 0.29386, "loss": 0.43672, "grad_norm": 4.34547, "time": 0.13178}
{"mode": "train", "epoch": 12, "iter": 4350, "lr": 3e-05, "memory": 2412, "data_time": 0.00573, "loss_cls": 0.17295, "loss_bbox": 0.29181, "loss": 0.46476, "grad_norm": 4.25802, "time": 0.12576}
{"mode": "train", "epoch": 12, "iter": 4400, "lr": 3e-05, "memory": 2412, "data_time": 0.00637, "loss_cls": 0.18757, "loss_bbox": 0.27115, "loss": 0.45872, "grad_norm": 3.83732, "time": 0.13497}
{"mode": "train", "epoch": 12, "iter": 4450, "lr": 3e-05, "memory": 2412, "data_time": 0.00611, "loss_cls": 0.18921, "loss_bbox": 0.2902, "loss": 0.47942, "grad_norm": 4.03618, "time": 0.12652}
{"mode": "train", "epoch": 12, "iter": 4500, "lr": 3e-05, "memory": 2412, "data_time": 0.00609, "loss_cls": 0.1988, "loss_bbox": 0.3126, "loss": 0.51139, "grad_norm": 4.27428, "time": 0.13017}
{"mode": "train", "epoch": 12, "iter": 4550, "lr": 3e-05, "memory": 2412, "data_time": 0.00597, "loss_cls": 0.13717, "loss_bbox": 0.29598, "loss": 0.43314, "grad_norm": 3.59985, "time": 0.13343}
{"mode": "train", "epoch": 12, "iter": 4600, "lr": 3e-05, "memory": 2412, "data_time": 0.00636, "loss_cls": 0.16118, "loss_bbox": 0.28873, "loss": 0.44991, "grad_norm": 4.18397, "time": 0.13114}
{"mode": "train", "epoch": 12, "iter": 4650, "lr": 3e-05, "memory": 2412, "data_time": 0.00571, "loss_cls": 0.18179, "loss_bbox": 0.26475, "loss": 0.44653, "grad_norm": 3.79491, "time": 0.12666}
{"mode": "train", "epoch": 12, "iter": 4700, "lr": 3e-05, "memory": 2412, "data_time": 0.00592, "loss_cls": 0.16969, "loss_bbox": 0.29364, "loss": 0.46333, "grad_norm": 3.27754, "time": 0.13888}
{"mode": "train", "epoch": 12, "iter": 4750, "lr": 3e-05, "memory": 2412, "data_time": 0.00649, "loss_cls": 0.19336, "loss_bbox": 0.281, "loss": 0.47437, "grad_norm": 3.68434, "time": 0.1272}
{"mode": "train", "epoch": 12, "iter": 4800, "lr": 3e-05, "memory": 2412, "data_time": 0.01827, "loss_cls": 0.1945, "loss_bbox": 0.2835, "loss": 0.478, "grad_norm": 3.81848, "time": 0.14371}
{"mode": "train", "epoch": 12, "iter": 4850, "lr": 3e-05, "memory": 2412, "data_time": 0.00528, "loss_cls": 0.19098, "loss_bbox": 0.3189, "loss": 0.50988, "grad_norm": 4.80995, "time": 0.13578}
{"mode": "train", "epoch": 12, "iter": 4900, "lr": 3e-05, "memory": 2412, "data_time": 0.0058, "loss_cls": 0.17478, "loss_bbox": 0.30764, "loss": 0.48242, "grad_norm": 3.841, "time": 0.12694}
{"mode": "train", "epoch": 12, "iter": 4950, "lr": 3e-05, "memory": 2412, "data_time": 0.00629, "loss_cls": 0.16643, "loss_bbox": 0.30094, "loss": 0.46738, "grad_norm": 4.15372, "time": 0.13527}
{"mode": "train", "epoch": 12, "iter": 5000, "lr": 3e-05, "memory": 2412, "data_time": 0.0062, "loss_cls": 0.17017, "loss_bbox": 0.28264, "loss": 0.45281, "grad_norm": 4.22253, "time": 0.13538}
{"mode": "train", "epoch": 12, "iter": 5050, "lr": 3e-05, "memory": 2412, "data_time": 0.00582, "loss_cls": 0.14495, "loss_bbox": 0.30283, "loss": 0.44778, "grad_norm": 3.65255, "time": 0.12517}
{"mode": "train", "epoch": 12, "iter": 5100, "lr": 3e-05, "memory": 2412, "data_time": 0.00596, "loss_cls": 0.18461, "loss_bbox": 0.28087, "loss": 0.46548, "grad_norm": 3.85662, "time": 0.13018}
{"mode": "train", "epoch": 12, "iter": 5150, "lr": 3e-05, "memory": 2412, "data_time": 0.00658, "loss_cls": 0.1913, "loss_bbox": 0.27874, "loss": 0.47005, "grad_norm": 4.22438, "time": 0.14134}
{"mode": "train", "epoch": 12, "iter": 5200, "lr": 3e-05, "memory": 2412, "data_time": 0.01014, "loss_cls": 0.16946, "loss_bbox": 0.30536, "loss": 0.47482, "grad_norm": 3.79884, "time": 0.1311}
{"mode": "train", "epoch": 12, "iter": 5250, "lr": 3e-05, "memory": 2412, "data_time": 0.00571, "loss_cls": 0.19477, "loss_bbox": 0.29094, "loss": 0.48571, "grad_norm": 3.80048, "time": 0.13062}
{"mode": "train", "epoch": 12, "iter": 5300, "lr": 3e-05, "memory": 2412, "data_time": 0.00637, "loss_cls": 0.21625, "loss_bbox": 0.29223, "loss": 0.50847, "grad_norm": 4.61153, "time": 0.13163}
{"mode": "train", "epoch": 12, "iter": 5350, "lr": 3e-05, "memory": 2412, "data_time": 0.00533, "loss_cls": 0.18185, "loss_bbox": 0.30732, "loss": 0.48916, "grad_norm": 3.90378, "time": 0.12633}
{"mode": "train", "epoch": 12, "iter": 5400, "lr": 3e-05, "memory": 2412, "data_time": 0.0059, "loss_cls": 0.18468, "loss_bbox": 0.31144, "loss": 0.49612, "grad_norm": 3.97681, "time": 0.1305}
{"mode": "train", "epoch": 12, "iter": 5450, "lr": 3e-05, "memory": 2412, "data_time": 0.00599, "loss_cls": 0.17456, "loss_bbox": 0.27862, "loss": 0.45318, "grad_norm": 3.65827, "time": 0.13323}
{"mode": "train", "epoch": 12, "iter": 5500, "lr": 3e-05, "memory": 2412, "data_time": 0.00573, "loss_cls": 0.16038, "loss_bbox": 0.27395, "loss": 0.43433, "grad_norm": 3.26537, "time": 0.12665}
{"mode": "train", "epoch": 12, "iter": 5550, "lr": 3e-05, "memory": 2412, "data_time": 0.00549, "loss_cls": 0.19609, "loss_bbox": 0.3201, "loss": 0.51618, "grad_norm": 4.14102, "time": 0.12488}
{"mode": "train", "epoch": 12, "iter": 5600, "lr": 3e-05, "memory": 2412, "data_time": 0.00583, "loss_cls": 0.18484, "loss_bbox": 0.27311, "loss": 0.45795, "grad_norm": 3.53755, "time": 0.13517}
{"mode": "train", "epoch": 12, "iter": 5650, "lr": 3e-05, "memory": 2412, "data_time": 0.00549, "loss_cls": 0.16996, "loss_bbox": 0.27677, "loss": 0.44673, "grad_norm": 4.64291, "time": 0.12478}
{"mode": "train", "epoch": 12, "iter": 5700, "lr": 3e-05, "memory": 2412, "data_time": 0.00658, "loss_cls": 0.2082, "loss_bbox": 0.32004, "loss": 0.52824, "grad_norm": 4.38462, "time": 0.13158}
{"mode": "train", "epoch": 12, "iter": 5750, "lr": 3e-05, "memory": 2412, "data_time": 0.00591, "loss_cls": 0.17584, "loss_bbox": 0.31238, "loss": 0.48822, "grad_norm": 4.50704, "time": 0.13533}
{"mode": "train", "epoch": 12, "iter": 5800, "lr": 3e-05, "memory": 2412, "data_time": 0.00626, "loss_cls": 0.17099, "loss_bbox": 0.27493, "loss": 0.44593, "grad_norm": 3.5627, "time": 0.13113}
{"mode": "train", "epoch": 12, "iter": 5850, "lr": 3e-05, "memory": 2412, "data_time": 0.00863, "loss_cls": 0.1884, "loss_bbox": 0.3158, "loss": 0.5042, "grad_norm": 4.46083, "time": 0.1304}
{"mode": "train", "epoch": 12, "iter": 5900, "lr": 3e-05, "memory": 2412, "data_time": 0.00572, "loss_cls": 0.16593, "loss_bbox": 0.31611, "loss": 0.48204, "grad_norm": 4.46894, "time": 0.12306}
{"mode": "train", "epoch": 12, "iter": 5950, "lr": 3e-05, "memory": 2412, "data_time": 0.00673, "loss_cls": 0.14245, "loss_bbox": 0.26151, "loss": 0.40397, "grad_norm": 3.26325, "time": 0.13238}
{"mode": "train", "epoch": 12, "iter": 6000, "lr": 3e-05, "memory": 2412, "data_time": 0.00601, "loss_cls": 0.15593, "loss_bbox": 0.28453, "loss": 0.44046, "grad_norm": 3.30284, "time": 0.12959}
{"mode": "train", "epoch": 12, "iter": 6050, "lr": 3e-05, "memory": 2412, "data_time": 0.00595, "loss_cls": 0.15734, "loss_bbox": 0.27292, "loss": 0.43026, "grad_norm": 3.69869, "time": 0.12643}
{"mode": "train", "epoch": 12, "iter": 6100, "lr": 3e-05, "memory": 2412, "data_time": 0.00638, "loss_cls": 0.1774, "loss_bbox": 0.30697, "loss": 0.48437, "grad_norm": 4.00461, "time": 0.13164}
{"mode": "train", "epoch": 12, "iter": 6150, "lr": 3e-05, "memory": 2412, "data_time": 0.00575, "loss_cls": 0.14539, "loss_bbox": 0.24519, "loss": 0.39058, "grad_norm": 3.74965, "time": 0.12916}
{"mode": "train", "epoch": 12, "iter": 6200, "lr": 3e-05, "memory": 2412, "data_time": 0.00554, "loss_cls": 0.20975, "loss_bbox": 0.30432, "loss": 0.51407, "grad_norm": 4.60522, "time": 0.12533}
{"mode": "train", "epoch": 12, "iter": 6250, "lr": 3e-05, "memory": 2412, "data_time": 0.00573, "loss_cls": 0.17179, "loss_bbox": 0.29488, "loss": 0.46667, "grad_norm": 3.60116, "time": 0.13144}
{"mode": "train", "epoch": 12, "iter": 6300, "lr": 3e-05, "memory": 2412, "data_time": 0.00608, "loss_cls": 0.15603, "loss_bbox": 0.30084, "loss": 0.45687, "grad_norm": 3.57135, "time": 0.12946}
{"mode": "train", "epoch": 12, "iter": 6350, "lr": 3e-05, "memory": 2412, "data_time": 0.00559, "loss_cls": 0.17577, "loss_bbox": 0.29189, "loss": 0.46766, "grad_norm": 4.15328, "time": 0.12816}
{"mode": "train", "epoch": 12, "iter": 6400, "lr": 3e-05, "memory": 2412, "data_time": 0.00567, "loss_cls": 0.16161, "loss_bbox": 0.28894, "loss": 0.45055, "grad_norm": 3.3681, "time": 0.13159}
{"mode": "val", "epoch": 12, "iter": 12800, "lr": 3e-05, "mAP": 0.80482}