{"pyskl_version": "0.1.0", "config": "modality = 'b'\ngraph = 'coco_new'\nwork_dir = './work_dirs/test_prototype/k400/b_1'\nmodel = dict(\n    type='RecognizerGCN_7_1_1',\n    backbone=dict(\n        type='GCN_7_1_1',\n        gcn_ratio=0.125,\n        gcn_ctr='T',\n        gcn_ada='T',\n        tcn_ms_cfg=[(3, 1), (3, 2), (3, 3), (3, 4), ('max', 3), '1x1'],\n        graph_cfg=dict(\n            layout='coco_new',\n            mode='random',\n            num_filter=8,\n            init_off=0.04,\n            init_std=0.02)),\n    cls_head=dict(type='SimpleHead_7_4_13', num_classes=400, in_channels=384))\nmemcached = True\nmc_cfg = ('localhost', 22077)\ndataset_type = 'PoseDataset'\nann_file = '/data1/hao.wang/reproducation/hongda.liu/pyskl_data/k400/k400_hrnet.pkl'\nleft_kp = [1, 3, 5, 7, 9, 11, 13, 15]\nright_kp = [2, 4, 6, 8, 10, 12, 14, 16]\nbox_thr = 0.5\nvalid_ratio = 0.0\ntrain_pipeline = [\n    dict(type='DecompressPose', squeeze=True),\n    dict(type='UniformSampleFrames', clip_len=100),\n    dict(type='PoseDecode'),\n    dict(\n        type='Flip',\n        flip_ratio=0.5,\n        left_kp=[1, 3, 5, 7, 9, 11, 13, 15],\n        right_kp=[2, 4, 6, 8, 10, 12, 14, 16]),\n    dict(type='Kinetics_Transform'),\n    dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n    dict(type='FormatGCNInput', num_person=2),\n    dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n    dict(type='ToTensor', keys=['keypoint'])\n]\nval_pipeline = [\n    dict(type='DecompressPose', squeeze=True),\n    dict(type='UniformSampleFrames', clip_len=100, num_clips=1),\n    dict(type='PoseDecode'),\n    dict(type='Kinetics_Transform'),\n    dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n    dict(type='FormatGCNInput', num_person=2),\n    dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n    dict(type='ToTensor', keys=['keypoint'])\n]\ntest_pipeline = [\n    dict(type='DecompressPose', squeeze=True),\n    dict(type='UniformSampleFrames', clip_len=100, num_clips=10),\n    dict(type='PoseDecode'),\n    dict(type='Kinetics_Transform'),\n    dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n    dict(type='FormatGCNInput', num_person=2),\n    dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n    dict(type='ToTensor', keys=['keypoint'])\n]\ndata = dict(\n    videos_per_gpu=64,\n    workers_per_gpu=16,\n    test_dataloader=dict(videos_per_gpu=1),\n    train=dict(\n        type='PoseDataset',\n        ann_file=\n        '/data1/hao.wang/reproducation/hongda.liu/pyskl_data/k400/k400_hrnet.pkl',\n        split='train',\n        pipeline=[\n            dict(type='DecompressPose', squeeze=True),\n            dict(type='UniformSampleFrames', clip_len=100),\n            dict(type='PoseDecode'),\n            dict(\n                type='Flip',\n                flip_ratio=0.5,\n                left_kp=[1, 3, 5, 7, 9, 11, 13, 15],\n                right_kp=[2, 4, 6, 8, 10, 12, 14, 16]),\n            dict(type='Kinetics_Transform'),\n            dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n            dict(type='FormatGCNInput', num_person=2),\n            dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n            dict(type='ToTensor', keys=['keypoint'])\n        ],\n        box_thr=0.5,\n        valid_ratio=0.0,\n        memcached=True,\n        mc_cfg=('localhost', 22077)),\n    val=dict(\n        type='PoseDataset',\n        ann_file=\n        '/data1/hao.wang/reproducation/hongda.liu/pyskl_data/k400/k400_hrnet.pkl',\n        split='val',\n        pipeline=[\n            dict(type='DecompressPose', squeeze=True),\n            dict(type='UniformSampleFrames', clip_len=100, num_clips=1),\n            dict(type='PoseDecode'),\n            dict(type='Kinetics_Transform'),\n            dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n            dict(type='FormatGCNInput', num_person=2),\n            dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n            dict(type='ToTensor', keys=['keypoint'])\n        ],\n        box_thr=0.5,\n        memcached=True,\n        mc_cfg=('localhost', 22077)),\n    test=dict(\n        type='PoseDataset',\n        ann_file=\n        '/data1/hao.wang/reproducation/hongda.liu/pyskl_data/k400/k400_hrnet.pkl',\n        split='val',\n        pipeline=[\n            dict(type='DecompressPose', squeeze=True),\n            dict(type='UniformSampleFrames', clip_len=100, num_clips=10),\n            dict(type='PoseDecode'),\n            dict(type='Kinetics_Transform'),\n            dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n            dict(type='FormatGCNInput', num_person=2),\n            dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n            dict(type='ToTensor', keys=['keypoint'])\n        ],\n        box_thr=0.5,\n        memcached=True,\n        mc_cfg=('localhost', 22077)))\noptimizer = dict(\n    type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0005, nesterov=True)\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(policy='CosineAnnealing', min_lr=0, by_epoch=False)\ntotal_epochs = 150\ncheckpoint_config = dict(interval=1)\nevaluation = dict(\n    interval=1, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5))\nlog_config = dict(interval=100, hooks=[dict(type='TextLoggerHook')])\ndist_params = dict(backend='nccl')\ngpu_ids = range(0, 1)\nseed = 708982715\nworkflow = [('train', 1)]\n", "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: NVIDIA GeForce RTX 3090\nCUDA_HOME: /usr/local\nNVCC: Cuda compilation tools, release 11.5, V11.5.50\nGCC: gcc (Ubuntu 7.5.0-6ubuntu2) 7.5.0\nPyTorch: 1.11.0\nPyTorch compiling details: PyTorch built with:\n  - GCC 7.3\n  - C++ Version: 201402\n  - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications\n  - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e)\n  - OpenMP 201511 (a.k.a. OpenMP 4.5)\n  - LAPACK is enabled (usually provided by MKL)\n  - NNPACK is enabled\n  - CPU capability usage: AVX2\n  - CUDA Runtime 11.3\n  - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_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 8.2\n  - Magma 2.5.2\n  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, 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 -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.12.0\nOpenCV: 4.8.1\nMMCV: 1.5.0\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.3\npyskl: 0.1.0+", "seed": 708982715, "config_name": "b_1.py", "work_dir": "b_1", "hook_msgs": {"last_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/b_1/epoch_76.pth", "best_score": 0.2617130122068581, "best_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/b_1/best_top1_acc_epoch_72.pth"}, "epoch": 77, "iter": 288442, "mmcv_version": "1.5.0", "time": "Sun Dec 31 15:42:21 2023"}
{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.04788, "memory": 16177, "data_time": 1.41876, "top1_acc": 0.34078, "top5_acc": 0.60312, "loss_cls": 6.74988, "loss": 6.74988, "time": 2.02659}
{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.04785, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.33047, "top5_acc": 0.58219, "loss_cls": 7.47451, "loss": 7.47451, "time": 0.59615}
{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.04782, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32891, "top5_acc": 0.59406, "loss_cls": 7.61201, "loss": 7.61201, "time": 0.59851}
{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.04779, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.33406, "top5_acc": 0.58516, "loss_cls": 7.44944, "loss": 7.44944, "time": 0.60869}
{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.04777, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33828, "top5_acc": 0.595, "loss_cls": 7.1985, "loss": 7.1985, "time": 0.60363}
{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.04774, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32922, "top5_acc": 0.58078, "loss_cls": 7.16683, "loss": 7.16683, "time": 0.60811}
{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.04771, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33609, "top5_acc": 0.59, "loss_cls": 7.02654, "loss": 7.02654, "time": 0.60534}
{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.04768, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.33562, "top5_acc": 0.58719, "loss_cls": 6.94245, "loss": 6.94245, "time": 0.60744}
{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.04766, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32094, "top5_acc": 0.58312, "loss_cls": 6.95267, "loss": 6.95267, "time": 0.6092}
{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.04763, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32234, "top5_acc": 0.59047, "loss_cls": 6.93823, "loss": 6.93823, "time": 0.60588}
{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.0476, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32344, "top5_acc": 0.57219, "loss_cls": 6.96458, "loss": 6.96458, "time": 0.60338}
{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.04757, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.335, "top5_acc": 0.58859, "loss_cls": 6.8505, "loss": 6.8505, "time": 0.60597}
{"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.04754, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.3325, "top5_acc": 0.59469, "loss_cls": 6.78563, "loss": 6.78563, "time": 0.60295}
{"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.04752, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33719, "top5_acc": 0.59281, "loss_cls": 6.79781, "loss": 6.79781, "time": 0.60198}
{"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.04749, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32297, "top5_acc": 0.58297, "loss_cls": 6.85334, "loss": 6.85334, "time": 0.60658}
{"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.04746, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33016, "top5_acc": 0.58656, "loss_cls": 6.80992, "loss": 6.80992, "time": 0.60531}
{"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.04743, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.32609, "top5_acc": 0.58953, "loss_cls": 6.78492, "loss": 6.78492, "time": 0.60145}
{"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.0474, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32891, "top5_acc": 0.59141, "loss_cls": 6.79812, "loss": 6.79812, "time": 0.60219}
{"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.04738, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31547, "top5_acc": 0.5825, "loss_cls": 6.81958, "loss": 6.81958, "time": 0.60598}
{"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.04735, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33203, "top5_acc": 0.59391, "loss_cls": 6.74303, "loss": 6.74303, "time": 0.60586}
{"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.04732, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.31703, "top5_acc": 0.58219, "loss_cls": 6.81027, "loss": 6.81027, "time": 0.60957}
{"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.04729, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32781, "top5_acc": 0.57906, "loss_cls": 6.78555, "loss": 6.78555, "time": 0.60601}
{"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.04726, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32719, "top5_acc": 0.57734, "loss_cls": 6.76347, "loss": 6.76347, "time": 0.60606}
{"mode": "train", "epoch": 78, "iter": 2400, "lr": 0.04724, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32734, "top5_acc": 0.58, "loss_cls": 6.76737, "loss": 6.76737, "time": 0.6068}
{"mode": "train", "epoch": 78, "iter": 2500, "lr": 0.04721, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32422, "top5_acc": 0.585, "loss_cls": 6.7641, "loss": 6.7641, "time": 0.60719}
{"mode": "train", "epoch": 78, "iter": 2600, "lr": 0.04718, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31359, "top5_acc": 0.57297, "loss_cls": 6.78925, "loss": 6.78925, "time": 0.60288}
{"mode": "train", "epoch": 78, "iter": 2700, "lr": 0.04715, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32812, "top5_acc": 0.58578, "loss_cls": 6.72882, "loss": 6.72882, "time": 0.60643}
{"mode": "train", "epoch": 78, "iter": 2800, "lr": 0.04712, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.31844, "top5_acc": 0.58047, "loss_cls": 6.77246, "loss": 6.77246, "time": 0.60549}
{"mode": "train", "epoch": 78, "iter": 2900, "lr": 0.0471, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.31969, "top5_acc": 0.58609, "loss_cls": 6.74441, "loss": 6.74441, "time": 0.60502}
{"mode": "train", "epoch": 78, "iter": 3000, "lr": 0.04707, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.33281, "top5_acc": 0.58078, "loss_cls": 6.70005, "loss": 6.70005, "time": 0.61508}
{"mode": "train", "epoch": 78, "iter": 3100, "lr": 0.04704, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.32266, "top5_acc": 0.58109, "loss_cls": 6.73915, "loss": 6.73915, "time": 0.61175}
{"mode": "train", "epoch": 78, "iter": 3200, "lr": 0.04701, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32906, "top5_acc": 0.59328, "loss_cls": 6.68163, "loss": 6.68163, "time": 0.60565}
{"mode": "train", "epoch": 78, "iter": 3300, "lr": 0.04699, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32031, "top5_acc": 0.57812, "loss_cls": 6.76866, "loss": 6.76866, "time": 0.60683}
{"mode": "train", "epoch": 78, "iter": 3400, "lr": 0.04696, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.31734, "top5_acc": 0.57969, "loss_cls": 6.73633, "loss": 6.73633, "time": 0.61032}
{"mode": "train", "epoch": 78, "iter": 3500, "lr": 0.04693, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32953, "top5_acc": 0.58141, "loss_cls": 6.71562, "loss": 6.71562, "time": 0.61066}
{"mode": "train", "epoch": 78, "iter": 3600, "lr": 0.0469, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.32406, "top5_acc": 0.58234, "loss_cls": 6.69432, "loss": 6.69432, "time": 0.60757}
{"mode": "train", "epoch": 78, "iter": 3700, "lr": 0.04687, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32719, "top5_acc": 0.58531, "loss_cls": 6.70027, "loss": 6.70027, "time": 0.6077}
{"mode": "val", "epoch": 78, "iter": 309, "lr": 0.04686, "top1_acc": 0.26035, "top5_acc": 0.51745, "mean_class_accuracy": 0.26012}
{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.04683, "memory": 16177, "data_time": 1.40327, "top1_acc": 0.33781, "top5_acc": 0.59766, "loss_cls": 6.62469, "loss": 6.62469, "time": 1.99671}
{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.0468, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33594, "top5_acc": 0.59484, "loss_cls": 6.63402, "loss": 6.63402, "time": 0.59626}
{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.04678, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32672, "top5_acc": 0.58734, "loss_cls": 6.68773, "loss": 6.68773, "time": 0.60354}
{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.04675, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.33312, "top5_acc": 0.58562, "loss_cls": 6.65569, "loss": 6.65569, "time": 0.61436}
{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.04672, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.32969, "top5_acc": 0.59641, "loss_cls": 6.64609, "loss": 6.64609, "time": 0.61266}
{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.04669, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.32891, "top5_acc": 0.58453, "loss_cls": 6.67865, "loss": 6.67865, "time": 0.61409}
{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.04667, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.33031, "top5_acc": 0.59344, "loss_cls": 6.66279, "loss": 6.66279, "time": 0.60922}
{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.04664, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33125, "top5_acc": 0.58828, "loss_cls": 6.65138, "loss": 6.65138, "time": 0.60392}
{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.04661, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32547, "top5_acc": 0.5775, "loss_cls": 6.69577, "loss": 6.69577, "time": 0.60592}
{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.04658, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32969, "top5_acc": 0.59516, "loss_cls": 6.65276, "loss": 6.65276, "time": 0.60897}
{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.04655, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32812, "top5_acc": 0.58672, "loss_cls": 6.70165, "loss": 6.70165, "time": 0.60901}
{"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.04653, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32234, "top5_acc": 0.57703, "loss_cls": 6.67544, "loss": 6.67544, "time": 0.60608}
{"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.0465, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32469, "top5_acc": 0.58438, "loss_cls": 6.67599, "loss": 6.67599, "time": 0.60849}
{"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.04647, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33703, "top5_acc": 0.58938, "loss_cls": 6.63691, "loss": 6.63691, "time": 0.60578}
{"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.04644, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.34141, "top5_acc": 0.59172, "loss_cls": 6.60108, "loss": 6.60108, "time": 0.6066}
{"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.04641, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.315, "top5_acc": 0.58438, "loss_cls": 6.66913, "loss": 6.66913, "time": 0.60652}
{"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.04639, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32562, "top5_acc": 0.58531, "loss_cls": 6.69204, "loss": 6.69204, "time": 0.60385}
{"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.04636, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32953, "top5_acc": 0.59469, "loss_cls": 6.61325, "loss": 6.61325, "time": 0.60537}
{"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.04633, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33391, "top5_acc": 0.58609, "loss_cls": 6.63977, "loss": 6.63977, "time": 0.60629}
{"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.0463, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.33359, "top5_acc": 0.58375, "loss_cls": 6.65547, "loss": 6.65547, "time": 0.60233}
{"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.04628, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32328, "top5_acc": 0.57484, "loss_cls": 6.6878, "loss": 6.6878, "time": 0.60698}
{"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.04625, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32625, "top5_acc": 0.58328, "loss_cls": 6.67331, "loss": 6.67331, "time": 0.60694}
{"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.04622, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32266, "top5_acc": 0.59016, "loss_cls": 6.65949, "loss": 6.65949, "time": 0.60715}
{"mode": "train", "epoch": 79, "iter": 2400, "lr": 0.04619, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33922, "top5_acc": 0.59953, "loss_cls": 6.57414, "loss": 6.57414, "time": 0.60498}
{"mode": "train", "epoch": 79, "iter": 2500, "lr": 0.04616, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33297, "top5_acc": 0.58547, "loss_cls": 6.61485, "loss": 6.61485, "time": 0.60514}
{"mode": "train", "epoch": 79, "iter": 2600, "lr": 0.04614, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32906, "top5_acc": 0.58156, "loss_cls": 6.62945, "loss": 6.62945, "time": 0.60724}
{"mode": "train", "epoch": 79, "iter": 2700, "lr": 0.04611, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33406, "top5_acc": 0.59578, "loss_cls": 6.60837, "loss": 6.60837, "time": 0.60471}
{"mode": "train", "epoch": 79, "iter": 2800, "lr": 0.04608, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.32641, "top5_acc": 0.5825, "loss_cls": 6.65023, "loss": 6.65023, "time": 0.60447}
{"mode": "train", "epoch": 79, "iter": 2900, "lr": 0.04605, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.32719, "top5_acc": 0.59375, "loss_cls": 6.60758, "loss": 6.60758, "time": 0.60349}
{"mode": "train", "epoch": 79, "iter": 3000, "lr": 0.04602, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33203, "top5_acc": 0.58719, "loss_cls": 6.64167, "loss": 6.64167, "time": 0.60304}
{"mode": "train", "epoch": 79, "iter": 3100, "lr": 0.046, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32969, "top5_acc": 0.59016, "loss_cls": 6.65197, "loss": 6.65197, "time": 0.60508}
{"mode": "train", "epoch": 79, "iter": 3200, "lr": 0.04597, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32719, "top5_acc": 0.57922, "loss_cls": 6.64639, "loss": 6.64639, "time": 0.60053}
{"mode": "train", "epoch": 79, "iter": 3300, "lr": 0.04594, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33453, "top5_acc": 0.59, "loss_cls": 6.61911, "loss": 6.61911, "time": 0.60301}
{"mode": "train", "epoch": 79, "iter": 3400, "lr": 0.04591, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.3375, "top5_acc": 0.59141, "loss_cls": 6.59172, "loss": 6.59172, "time": 0.60434}
{"mode": "train", "epoch": 79, "iter": 3500, "lr": 0.04588, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.34219, "top5_acc": 0.58625, "loss_cls": 6.59744, "loss": 6.59744, "time": 0.60907}
{"mode": "train", "epoch": 79, "iter": 3600, "lr": 0.04586, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.32422, "top5_acc": 0.56938, "loss_cls": 6.69818, "loss": 6.69818, "time": 0.60537}
{"mode": "train", "epoch": 79, "iter": 3700, "lr": 0.04583, "memory": 16177, "data_time": 0.00053, "top1_acc": 0.32812, "top5_acc": 0.58609, "loss_cls": 6.65248, "loss": 6.65248, "time": 0.61773}
{"mode": "val", "epoch": 79, "iter": 309, "lr": 0.04582, "top1_acc": 0.24454, "top5_acc": 0.48888, "mean_class_accuracy": 0.2444}
{"mode": "train", "epoch": 80, "iter": 100, "lr": 0.04579, "memory": 16177, "data_time": 1.42101, "top1_acc": 0.34078, "top5_acc": 0.59625, "loss_cls": 6.5934, "loss": 6.5934, "time": 2.01767}
{"mode": "train", "epoch": 80, "iter": 200, "lr": 0.04576, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34797, "top5_acc": 0.6, "loss_cls": 6.51048, "loss": 6.51048, "time": 0.60542}
{"mode": "train", "epoch": 80, "iter": 300, "lr": 0.04573, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32078, "top5_acc": 0.58734, "loss_cls": 6.63301, "loss": 6.63301, "time": 0.603}
{"mode": "train", "epoch": 80, "iter": 400, "lr": 0.0457, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.35297, "top5_acc": 0.60516, "loss_cls": 6.539, "loss": 6.539, "time": 0.6144}
{"mode": "train", "epoch": 80, "iter": 500, "lr": 0.04568, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.33547, "top5_acc": 0.59594, "loss_cls": 6.60831, "loss": 6.60831, "time": 0.61174}
{"mode": "train", "epoch": 80, "iter": 600, "lr": 0.04565, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.32797, "top5_acc": 0.58812, "loss_cls": 6.62758, "loss": 6.62758, "time": 0.61316}
{"mode": "train", "epoch": 80, "iter": 700, "lr": 0.04562, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33016, "top5_acc": 0.59891, "loss_cls": 6.59759, "loss": 6.59759, "time": 0.60936}
{"mode": "train", "epoch": 80, "iter": 800, "lr": 0.04559, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34219, "top5_acc": 0.5975, "loss_cls": 6.55989, "loss": 6.55989, "time": 0.60782}
{"mode": "train", "epoch": 80, "iter": 900, "lr": 0.04557, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33719, "top5_acc": 0.59656, "loss_cls": 6.56753, "loss": 6.56753, "time": 0.60759}
{"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.04554, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32203, "top5_acc": 0.58938, "loss_cls": 6.64392, "loss": 6.64392, "time": 0.60329}
{"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.04551, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33938, "top5_acc": 0.58766, "loss_cls": 6.6145, "loss": 6.6145, "time": 0.60661}
{"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.04548, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32469, "top5_acc": 0.58188, "loss_cls": 6.64937, "loss": 6.64937, "time": 0.60188}
{"mode": "train", "epoch": 80, "iter": 1300, "lr": 0.04545, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32891, "top5_acc": 0.59047, "loss_cls": 6.63233, "loss": 6.63233, "time": 0.60509}
{"mode": "train", "epoch": 80, "iter": 1400, "lr": 0.04543, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32438, "top5_acc": 0.58, "loss_cls": 6.65493, "loss": 6.65493, "time": 0.60395}
{"mode": "train", "epoch": 80, "iter": 1500, "lr": 0.0454, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33, "top5_acc": 0.5975, "loss_cls": 6.57415, "loss": 6.57415, "time": 0.60716}
{"mode": "train", "epoch": 80, "iter": 1600, "lr": 0.04537, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32844, "top5_acc": 0.59344, "loss_cls": 6.6051, "loss": 6.6051, "time": 0.60256}
{"mode": "train", "epoch": 80, "iter": 1700, "lr": 0.04534, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32328, "top5_acc": 0.58453, "loss_cls": 6.62216, "loss": 6.62216, "time": 0.60591}
{"mode": "train", "epoch": 80, "iter": 1800, "lr": 0.04532, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.32312, "top5_acc": 0.59062, "loss_cls": 6.5965, "loss": 6.5965, "time": 0.60317}
{"mode": "train", "epoch": 80, "iter": 1900, "lr": 0.04529, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.32516, "top5_acc": 0.58359, "loss_cls": 6.63309, "loss": 6.63309, "time": 0.60261}
{"mode": "train", "epoch": 80, "iter": 2000, "lr": 0.04526, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.33094, "top5_acc": 0.59016, "loss_cls": 6.61134, "loss": 6.61134, "time": 0.60423}
{"mode": "train", "epoch": 80, "iter": 2100, "lr": 0.04523, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33188, "top5_acc": 0.58375, "loss_cls": 6.62821, "loss": 6.62821, "time": 0.60465}
{"mode": "train", "epoch": 80, "iter": 2200, "lr": 0.0452, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32047, "top5_acc": 0.58328, "loss_cls": 6.64325, "loss": 6.64325, "time": 0.60721}
{"mode": "train", "epoch": 80, "iter": 2300, "lr": 0.04518, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32781, "top5_acc": 0.58438, "loss_cls": 6.63928, "loss": 6.63928, "time": 0.60479}
{"mode": "train", "epoch": 80, "iter": 2400, "lr": 0.04515, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32844, "top5_acc": 0.57812, "loss_cls": 6.63522, "loss": 6.63522, "time": 0.60465}
{"mode": "train", "epoch": 80, "iter": 2500, "lr": 0.04512, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.335, "top5_acc": 0.59234, "loss_cls": 6.60081, "loss": 6.60081, "time": 0.60681}
{"mode": "train", "epoch": 80, "iter": 2600, "lr": 0.04509, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31797, "top5_acc": 0.57969, "loss_cls": 6.64706, "loss": 6.64706, "time": 0.60687}
{"mode": "train", "epoch": 80, "iter": 2700, "lr": 0.04506, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33219, "top5_acc": 0.59422, "loss_cls": 6.55979, "loss": 6.55979, "time": 0.60699}
{"mode": "train", "epoch": 80, "iter": 2800, "lr": 0.04504, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33625, "top5_acc": 0.58859, "loss_cls": 6.56418, "loss": 6.56418, "time": 0.60604}
{"mode": "train", "epoch": 80, "iter": 2900, "lr": 0.04501, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34359, "top5_acc": 0.59234, "loss_cls": 6.5812, "loss": 6.5812, "time": 0.60685}
{"mode": "train", "epoch": 80, "iter": 3000, "lr": 0.04498, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32516, "top5_acc": 0.57797, "loss_cls": 6.6212, "loss": 6.6212, "time": 0.60627}
{"mode": "train", "epoch": 80, "iter": 3100, "lr": 0.04495, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33344, "top5_acc": 0.5925, "loss_cls": 6.59756, "loss": 6.59756, "time": 0.60573}
{"mode": "train", "epoch": 80, "iter": 3200, "lr": 0.04493, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33094, "top5_acc": 0.60031, "loss_cls": 6.58814, "loss": 6.58814, "time": 0.60587}
{"mode": "train", "epoch": 80, "iter": 3300, "lr": 0.0449, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32594, "top5_acc": 0.58391, "loss_cls": 6.62508, "loss": 6.62508, "time": 0.60693}
{"mode": "train", "epoch": 80, "iter": 3400, "lr": 0.04487, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32609, "top5_acc": 0.58266, "loss_cls": 6.60277, "loss": 6.60277, "time": 0.61235}
{"mode": "train", "epoch": 80, "iter": 3500, "lr": 0.04484, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.32922, "top5_acc": 0.58703, "loss_cls": 6.60177, "loss": 6.60177, "time": 0.61167}
{"mode": "train", "epoch": 80, "iter": 3600, "lr": 0.04481, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33281, "top5_acc": 0.58438, "loss_cls": 6.61966, "loss": 6.61966, "time": 0.61801}
{"mode": "train", "epoch": 80, "iter": 3700, "lr": 0.04479, "memory": 16177, "data_time": 0.00053, "top1_acc": 0.33312, "top5_acc": 0.59234, "loss_cls": 6.59023, "loss": 6.59023, "time": 0.62064}
{"mode": "val", "epoch": 80, "iter": 309, "lr": 0.04477, "top1_acc": 0.27149, "top5_acc": 0.51821, "mean_class_accuracy": 0.27137}
{"mode": "train", "epoch": 81, "iter": 100, "lr": 0.04475, "memory": 16177, "data_time": 1.50431, "top1_acc": 0.32922, "top5_acc": 0.5975, "loss_cls": 6.58569, "loss": 6.58569, "time": 2.10095}
{"mode": "train", "epoch": 81, "iter": 200, "lr": 0.04472, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.34234, "top5_acc": 0.60141, "loss_cls": 6.50703, "loss": 6.50703, "time": 0.6077}
{"mode": "train", "epoch": 81, "iter": 300, "lr": 0.04469, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.3375, "top5_acc": 0.59953, "loss_cls": 6.57809, "loss": 6.57809, "time": 0.6138}
{"mode": "train", "epoch": 81, "iter": 400, "lr": 0.04466, "memory": 16177, "data_time": 0.00047, "top1_acc": 0.34672, "top5_acc": 0.60922, "loss_cls": 6.5118, "loss": 6.5118, "time": 0.61347}
{"mode": "train", "epoch": 81, "iter": 500, "lr": 0.04463, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.33359, "top5_acc": 0.59656, "loss_cls": 6.57494, "loss": 6.57494, "time": 0.61201}
{"mode": "train", "epoch": 81, "iter": 600, "lr": 0.04461, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.335, "top5_acc": 0.59234, "loss_cls": 6.59326, "loss": 6.59326, "time": 0.61367}
{"mode": "train", "epoch": 81, "iter": 700, "lr": 0.04458, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.33766, "top5_acc": 0.58344, "loss_cls": 6.61951, "loss": 6.61951, "time": 0.61266}
{"mode": "train", "epoch": 81, "iter": 800, "lr": 0.04455, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.32656, "top5_acc": 0.59109, "loss_cls": 6.60662, "loss": 6.60662, "time": 0.61467}
{"mode": "train", "epoch": 81, "iter": 900, "lr": 0.04452, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33406, "top5_acc": 0.59438, "loss_cls": 6.57411, "loss": 6.57411, "time": 0.6056}
{"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.0445, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.34406, "top5_acc": 0.6025, "loss_cls": 6.53397, "loss": 6.53397, "time": 0.61443}
{"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.04447, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.34484, "top5_acc": 0.60219, "loss_cls": 6.51767, "loss": 6.51767, "time": 0.6075}
{"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.04444, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.32484, "top5_acc": 0.58, "loss_cls": 6.59403, "loss": 6.59403, "time": 0.60913}
{"mode": "train", "epoch": 81, "iter": 1300, "lr": 0.04441, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.33078, "top5_acc": 0.58875, "loss_cls": 6.56087, "loss": 6.56087, "time": 0.6075}
{"mode": "train", "epoch": 81, "iter": 1400, "lr": 0.04438, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32469, "top5_acc": 0.58578, "loss_cls": 6.59924, "loss": 6.59924, "time": 0.60376}
{"mode": "train", "epoch": 81, "iter": 1500, "lr": 0.04436, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.33438, "top5_acc": 0.59625, "loss_cls": 6.587, "loss": 6.587, "time": 0.60738}
{"mode": "train", "epoch": 81, "iter": 1600, "lr": 0.04433, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32891, "top5_acc": 0.58969, "loss_cls": 6.59136, "loss": 6.59136, "time": 0.60491}
{"mode": "train", "epoch": 81, "iter": 1700, "lr": 0.0443, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33094, "top5_acc": 0.595, "loss_cls": 6.5582, "loss": 6.5582, "time": 0.60509}
{"mode": "train", "epoch": 81, "iter": 1800, "lr": 0.04427, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.33016, "top5_acc": 0.58875, "loss_cls": 6.57906, "loss": 6.57906, "time": 0.61281}
{"mode": "train", "epoch": 81, "iter": 1900, "lr": 0.04425, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.32625, "top5_acc": 0.58938, "loss_cls": 6.59031, "loss": 6.59031, "time": 0.61433}
{"mode": "train", "epoch": 81, "iter": 2000, "lr": 0.04422, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33344, "top5_acc": 0.58984, "loss_cls": 6.58214, "loss": 6.58214, "time": 0.60373}
{"mode": "train", "epoch": 81, "iter": 2100, "lr": 0.04419, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34156, "top5_acc": 0.58859, "loss_cls": 6.58101, "loss": 6.58101, "time": 0.60779}
{"mode": "train", "epoch": 81, "iter": 2200, "lr": 0.04416, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33359, "top5_acc": 0.58312, "loss_cls": 6.59053, "loss": 6.59053, "time": 0.60681}
{"mode": "train", "epoch": 81, "iter": 2300, "lr": 0.04413, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32906, "top5_acc": 0.58047, "loss_cls": 6.61909, "loss": 6.61909, "time": 0.60556}
{"mode": "train", "epoch": 81, "iter": 2400, "lr": 0.04411, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32766, "top5_acc": 0.58094, "loss_cls": 6.60617, "loss": 6.60617, "time": 0.60701}
{"mode": "train", "epoch": 81, "iter": 2500, "lr": 0.04408, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.32469, "top5_acc": 0.58719, "loss_cls": 6.61654, "loss": 6.61654, "time": 0.61382}
{"mode": "train", "epoch": 81, "iter": 2600, "lr": 0.04405, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.33328, "top5_acc": 0.59828, "loss_cls": 6.57431, "loss": 6.57431, "time": 0.61184}
{"mode": "train", "epoch": 81, "iter": 2700, "lr": 0.04402, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.33172, "top5_acc": 0.59953, "loss_cls": 6.58133, "loss": 6.58133, "time": 0.6132}
{"mode": "train", "epoch": 81, "iter": 2800, "lr": 0.044, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33641, "top5_acc": 0.59203, "loss_cls": 6.57086, "loss": 6.57086, "time": 0.60538}
{"mode": "train", "epoch": 81, "iter": 2900, "lr": 0.04397, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.33391, "top5_acc": 0.59719, "loss_cls": 6.55332, "loss": 6.55332, "time": 0.61395}
{"mode": "train", "epoch": 81, "iter": 3000, "lr": 0.04394, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.32156, "top5_acc": 0.5875, "loss_cls": 6.59827, "loss": 6.59827, "time": 0.61322}
{"mode": "train", "epoch": 81, "iter": 3100, "lr": 0.04391, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32219, "top5_acc": 0.59062, "loss_cls": 6.59282, "loss": 6.59282, "time": 0.60787}
{"mode": "train", "epoch": 81, "iter": 3200, "lr": 0.04389, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.32766, "top5_acc": 0.58469, "loss_cls": 6.5858, "loss": 6.5858, "time": 0.60937}
{"mode": "train", "epoch": 81, "iter": 3300, "lr": 0.04386, "memory": 16177, "data_time": 0.00058, "top1_acc": 0.33875, "top5_acc": 0.58797, "loss_cls": 6.57773, "loss": 6.57773, "time": 0.61726}
{"mode": "train", "epoch": 81, "iter": 3400, "lr": 0.04383, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.335, "top5_acc": 0.58312, "loss_cls": 6.60901, "loss": 6.60901, "time": 0.61595}
{"mode": "train", "epoch": 81, "iter": 3500, "lr": 0.0438, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.32125, "top5_acc": 0.57672, "loss_cls": 6.63816, "loss": 6.63816, "time": 0.61128}
{"mode": "train", "epoch": 81, "iter": 3600, "lr": 0.04377, "memory": 16177, "data_time": 0.00064, "top1_acc": 0.33922, "top5_acc": 0.59656, "loss_cls": 6.54831, "loss": 6.54831, "time": 0.61398}
{"mode": "train", "epoch": 81, "iter": 3700, "lr": 0.04375, "memory": 16177, "data_time": 0.00065, "top1_acc": 0.33234, "top5_acc": 0.59641, "loss_cls": 6.56063, "loss": 6.56063, "time": 0.61737}
{"mode": "val", "epoch": 81, "iter": 309, "lr": 0.04373, "top1_acc": 0.27058, "top5_acc": 0.51826, "mean_class_accuracy": 0.27032}
{"mode": "train", "epoch": 82, "iter": 100, "lr": 0.04371, "memory": 16177, "data_time": 1.36382, "top1_acc": 0.33203, "top5_acc": 0.59703, "loss_cls": 6.56673, "loss": 6.56673, "time": 1.96179}
{"mode": "train", "epoch": 82, "iter": 200, "lr": 0.04368, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34609, "top5_acc": 0.60328, "loss_cls": 6.48687, "loss": 6.48687, "time": 0.5989}
{"mode": "train", "epoch": 82, "iter": 300, "lr": 0.04365, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.34016, "top5_acc": 0.59047, "loss_cls": 6.54686, "loss": 6.54686, "time": 0.60315}
{"mode": "train", "epoch": 82, "iter": 400, "lr": 0.04362, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32781, "top5_acc": 0.58969, "loss_cls": 6.55747, "loss": 6.55747, "time": 0.60489}
{"mode": "train", "epoch": 82, "iter": 500, "lr": 0.04359, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.33047, "top5_acc": 0.59422, "loss_cls": 6.56117, "loss": 6.56117, "time": 0.61604}
{"mode": "train", "epoch": 82, "iter": 600, "lr": 0.04357, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.32828, "top5_acc": 0.59406, "loss_cls": 6.55862, "loss": 6.55862, "time": 0.61726}
{"mode": "train", "epoch": 82, "iter": 700, "lr": 0.04354, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.33625, "top5_acc": 0.59906, "loss_cls": 6.53551, "loss": 6.53551, "time": 0.61594}
{"mode": "train", "epoch": 82, "iter": 800, "lr": 0.04351, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33062, "top5_acc": 0.58812, "loss_cls": 6.55402, "loss": 6.55402, "time": 0.61376}
{"mode": "train", "epoch": 82, "iter": 900, "lr": 0.04348, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.32641, "top5_acc": 0.58406, "loss_cls": 6.62105, "loss": 6.62105, "time": 0.61219}
{"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.04346, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.34016, "top5_acc": 0.59797, "loss_cls": 6.54223, "loss": 6.54223, "time": 0.61431}
{"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.04343, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33391, "top5_acc": 0.59188, "loss_cls": 6.56673, "loss": 6.56673, "time": 0.61467}
{"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.0434, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34172, "top5_acc": 0.60234, "loss_cls": 6.50299, "loss": 6.50299, "time": 0.61296}
{"mode": "train", "epoch": 82, "iter": 1300, "lr": 0.04337, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.33734, "top5_acc": 0.59688, "loss_cls": 6.56217, "loss": 6.56217, "time": 0.61673}
{"mode": "train", "epoch": 82, "iter": 1400, "lr": 0.04335, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.32828, "top5_acc": 0.59641, "loss_cls": 6.55796, "loss": 6.55796, "time": 0.6135}
{"mode": "train", "epoch": 82, "iter": 1500, "lr": 0.04332, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.33391, "top5_acc": 0.59078, "loss_cls": 6.56757, "loss": 6.56757, "time": 0.61253}
{"mode": "train", "epoch": 82, "iter": 1600, "lr": 0.04329, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.33938, "top5_acc": 0.59297, "loss_cls": 6.53999, "loss": 6.53999, "time": 0.61186}
{"mode": "train", "epoch": 82, "iter": 1700, "lr": 0.04326, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33109, "top5_acc": 0.5875, "loss_cls": 6.59078, "loss": 6.59078, "time": 0.61583}
{"mode": "train", "epoch": 82, "iter": 1800, "lr": 0.04323, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33766, "top5_acc": 0.59391, "loss_cls": 6.57696, "loss": 6.57696, "time": 0.61186}
{"mode": "train", "epoch": 82, "iter": 1900, "lr": 0.04321, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.34453, "top5_acc": 0.59734, "loss_cls": 6.52479, "loss": 6.52479, "time": 0.61495}
{"mode": "train", "epoch": 82, "iter": 2000, "lr": 0.04318, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.32109, "top5_acc": 0.58859, "loss_cls": 6.60423, "loss": 6.60423, "time": 0.61324}
{"mode": "train", "epoch": 82, "iter": 2100, "lr": 0.04315, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.32781, "top5_acc": 0.59688, "loss_cls": 6.56294, "loss": 6.56294, "time": 0.60968}
{"mode": "train", "epoch": 82, "iter": 2200, "lr": 0.04312, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.33594, "top5_acc": 0.58969, "loss_cls": 6.56456, "loss": 6.56456, "time": 0.61151}
{"mode": "train", "epoch": 82, "iter": 2300, "lr": 0.0431, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.33938, "top5_acc": 0.59969, "loss_cls": 6.52735, "loss": 6.52735, "time": 0.61143}
{"mode": "train", "epoch": 82, "iter": 2400, "lr": 0.04307, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.33016, "top5_acc": 0.59797, "loss_cls": 6.55461, "loss": 6.55461, "time": 0.61437}
{"mode": "train", "epoch": 82, "iter": 2500, "lr": 0.04304, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34688, "top5_acc": 0.59672, "loss_cls": 6.57238, "loss": 6.57238, "time": 0.61321}
{"mode": "train", "epoch": 82, "iter": 2600, "lr": 0.04301, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.33938, "top5_acc": 0.60016, "loss_cls": 6.53828, "loss": 6.53828, "time": 0.61421}
{"mode": "train", "epoch": 82, "iter": 2700, "lr": 0.04299, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33203, "top5_acc": 0.58594, "loss_cls": 6.57935, "loss": 6.57935, "time": 0.61292}
{"mode": "train", "epoch": 82, "iter": 2800, "lr": 0.04296, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.33203, "top5_acc": 0.58547, "loss_cls": 6.6105, "loss": 6.6105, "time": 0.61488}
{"mode": "train", "epoch": 82, "iter": 2900, "lr": 0.04293, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.33641, "top5_acc": 0.58812, "loss_cls": 6.56838, "loss": 6.56838, "time": 0.61136}
{"mode": "train", "epoch": 82, "iter": 3000, "lr": 0.0429, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33062, "top5_acc": 0.58344, "loss_cls": 6.58293, "loss": 6.58293, "time": 0.61347}
{"mode": "train", "epoch": 82, "iter": 3100, "lr": 0.04287, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34, "top5_acc": 0.59812, "loss_cls": 6.53936, "loss": 6.53936, "time": 0.61367}
{"mode": "train", "epoch": 82, "iter": 3200, "lr": 0.04285, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.32984, "top5_acc": 0.59109, "loss_cls": 6.58741, "loss": 6.58741, "time": 0.6122}
{"mode": "train", "epoch": 82, "iter": 3300, "lr": 0.04282, "memory": 16177, "data_time": 0.00066, "top1_acc": 0.33078, "top5_acc": 0.5875, "loss_cls": 6.56677, "loss": 6.56677, "time": 0.6147}
{"mode": "train", "epoch": 82, "iter": 3400, "lr": 0.04279, "memory": 16177, "data_time": 0.00048, "top1_acc": 0.335, "top5_acc": 0.59375, "loss_cls": 6.5516, "loss": 6.5516, "time": 0.6149}
{"mode": "train", "epoch": 82, "iter": 3500, "lr": 0.04276, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.32859, "top5_acc": 0.59125, "loss_cls": 6.57751, "loss": 6.57751, "time": 0.60551}
{"mode": "train", "epoch": 82, "iter": 3600, "lr": 0.04274, "memory": 16177, "data_time": 0.0005, "top1_acc": 0.34, "top5_acc": 0.59594, "loss_cls": 6.53616, "loss": 6.53616, "time": 0.61352}
{"mode": "train", "epoch": 82, "iter": 3700, "lr": 0.04271, "memory": 16177, "data_time": 0.00048, "top1_acc": 0.34234, "top5_acc": 0.59641, "loss_cls": 6.54683, "loss": 6.54683, "time": 0.61695}
{"mode": "val", "epoch": 82, "iter": 309, "lr": 0.0427, "top1_acc": 0.24378, "top5_acc": 0.48594, "mean_class_accuracy": 0.24369}
{"mode": "train", "epoch": 83, "iter": 100, "lr": 0.04267, "memory": 16177, "data_time": 1.48885, "top1_acc": 0.34953, "top5_acc": 0.60422, "loss_cls": 6.49782, "loss": 6.49782, "time": 2.08392}
{"mode": "train", "epoch": 83, "iter": 200, "lr": 0.04264, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34219, "top5_acc": 0.60125, "loss_cls": 6.51586, "loss": 6.51586, "time": 0.60611}
{"mode": "train", "epoch": 83, "iter": 300, "lr": 0.04261, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.3375, "top5_acc": 0.59328, "loss_cls": 6.53237, "loss": 6.53237, "time": 0.6087}
{"mode": "train", "epoch": 83, "iter": 400, "lr": 0.04259, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.34078, "top5_acc": 0.59984, "loss_cls": 6.51895, "loss": 6.51895, "time": 0.61037}
{"mode": "train", "epoch": 83, "iter": 500, "lr": 0.04256, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.35094, "top5_acc": 0.59781, "loss_cls": 6.49109, "loss": 6.49109, "time": 0.60876}
{"mode": "train", "epoch": 83, "iter": 600, "lr": 0.04253, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.34328, "top5_acc": 0.60734, "loss_cls": 6.50485, "loss": 6.50485, "time": 0.61316}
{"mode": "train", "epoch": 83, "iter": 700, "lr": 0.0425, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34094, "top5_acc": 0.60266, "loss_cls": 6.53675, "loss": 6.53675, "time": 0.61089}
{"mode": "train", "epoch": 83, "iter": 800, "lr": 0.04247, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.34047, "top5_acc": 0.60469, "loss_cls": 6.50917, "loss": 6.50917, "time": 0.61137}
{"mode": "train", "epoch": 83, "iter": 900, "lr": 0.04245, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.34281, "top5_acc": 0.60516, "loss_cls": 6.50719, "loss": 6.50719, "time": 0.60685}
{"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.04242, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35031, "top5_acc": 0.60984, "loss_cls": 6.4728, "loss": 6.4728, "time": 0.60642}
{"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.04239, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33156, "top5_acc": 0.59844, "loss_cls": 6.54263, "loss": 6.54263, "time": 0.60733}
{"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.04236, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34625, "top5_acc": 0.6, "loss_cls": 6.50492, "loss": 6.50492, "time": 0.60716}
{"mode": "train", "epoch": 83, "iter": 1300, "lr": 0.04234, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33891, "top5_acc": 0.59891, "loss_cls": 6.53719, "loss": 6.53719, "time": 0.60533}
{"mode": "train", "epoch": 83, "iter": 1400, "lr": 0.04231, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.34047, "top5_acc": 0.59609, "loss_cls": 6.53588, "loss": 6.53588, "time": 0.61256}
{"mode": "train", "epoch": 83, "iter": 1500, "lr": 0.04228, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.33531, "top5_acc": 0.59406, "loss_cls": 6.53281, "loss": 6.53281, "time": 0.61333}
{"mode": "train", "epoch": 83, "iter": 1600, "lr": 0.04225, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.34094, "top5_acc": 0.60297, "loss_cls": 6.52188, "loss": 6.52188, "time": 0.61022}
{"mode": "train", "epoch": 83, "iter": 1700, "lr": 0.04223, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.33516, "top5_acc": 0.58688, "loss_cls": 6.57486, "loss": 6.57486, "time": 0.61346}
{"mode": "train", "epoch": 83, "iter": 1800, "lr": 0.0422, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33312, "top5_acc": 0.59297, "loss_cls": 6.58596, "loss": 6.58596, "time": 0.6124}
{"mode": "train", "epoch": 83, "iter": 1900, "lr": 0.04217, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.33141, "top5_acc": 0.59453, "loss_cls": 6.5795, "loss": 6.5795, "time": 0.60512}
{"mode": "train", "epoch": 83, "iter": 2000, "lr": 0.04214, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33531, "top5_acc": 0.58531, "loss_cls": 6.5725, "loss": 6.5725, "time": 0.60441}
{"mode": "train", "epoch": 83, "iter": 2100, "lr": 0.04212, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.32922, "top5_acc": 0.59516, "loss_cls": 6.56729, "loss": 6.56729, "time": 0.60877}
{"mode": "train", "epoch": 83, "iter": 2200, "lr": 0.04209, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33281, "top5_acc": 0.59406, "loss_cls": 6.56973, "loss": 6.56973, "time": 0.6023}
{"mode": "train", "epoch": 83, "iter": 2300, "lr": 0.04206, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34109, "top5_acc": 0.59641, "loss_cls": 6.55778, "loss": 6.55778, "time": 0.6038}
{"mode": "train", "epoch": 83, "iter": 2400, "lr": 0.04203, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.33531, "top5_acc": 0.59328, "loss_cls": 6.54908, "loss": 6.54908, "time": 0.60666}
{"mode": "train", "epoch": 83, "iter": 2500, "lr": 0.04201, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33188, "top5_acc": 0.59281, "loss_cls": 6.55225, "loss": 6.55225, "time": 0.60288}
{"mode": "train", "epoch": 83, "iter": 2600, "lr": 0.04198, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33516, "top5_acc": 0.59406, "loss_cls": 6.57148, "loss": 6.57148, "time": 0.60242}
{"mode": "train", "epoch": 83, "iter": 2700, "lr": 0.04195, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33266, "top5_acc": 0.59578, "loss_cls": 6.55764, "loss": 6.55764, "time": 0.60499}
{"mode": "train", "epoch": 83, "iter": 2800, "lr": 0.04192, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33516, "top5_acc": 0.585, "loss_cls": 6.60268, "loss": 6.60268, "time": 0.60311}
{"mode": "train", "epoch": 83, "iter": 2900, "lr": 0.0419, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.32906, "top5_acc": 0.59047, "loss_cls": 6.57494, "loss": 6.57494, "time": 0.60958}
{"mode": "train", "epoch": 83, "iter": 3000, "lr": 0.04187, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.32875, "top5_acc": 0.59375, "loss_cls": 6.53953, "loss": 6.53953, "time": 0.61265}
{"mode": "train", "epoch": 83, "iter": 3100, "lr": 0.04184, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.32922, "top5_acc": 0.59922, "loss_cls": 6.54358, "loss": 6.54358, "time": 0.61083}
{"mode": "train", "epoch": 83, "iter": 3200, "lr": 0.04181, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33703, "top5_acc": 0.59938, "loss_cls": 6.5208, "loss": 6.5208, "time": 0.60433}
{"mode": "train", "epoch": 83, "iter": 3300, "lr": 0.04178, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.33062, "top5_acc": 0.59016, "loss_cls": 6.57675, "loss": 6.57675, "time": 0.6122}
{"mode": "train", "epoch": 83, "iter": 3400, "lr": 0.04176, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32797, "top5_acc": 0.59812, "loss_cls": 6.56928, "loss": 6.56928, "time": 0.61225}
{"mode": "train", "epoch": 83, "iter": 3500, "lr": 0.04173, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.32719, "top5_acc": 0.58953, "loss_cls": 6.55819, "loss": 6.55819, "time": 0.60746}
{"mode": "train", "epoch": 83, "iter": 3600, "lr": 0.0417, "memory": 16177, "data_time": 0.00055, "top1_acc": 0.33047, "top5_acc": 0.59641, "loss_cls": 6.5537, "loss": 6.5537, "time": 0.60949}
{"mode": "train", "epoch": 83, "iter": 3700, "lr": 0.04167, "memory": 16177, "data_time": 0.00047, "top1_acc": 0.33984, "top5_acc": 0.59875, "loss_cls": 6.53708, "loss": 6.53708, "time": 0.61187}
{"mode": "val", "epoch": 83, "iter": 309, "lr": 0.04166, "top1_acc": 0.27883, "top5_acc": 0.52935, "mean_class_accuracy": 0.27847}
{"mode": "train", "epoch": 84, "iter": 100, "lr": 0.04163, "memory": 16177, "data_time": 1.46223, "top1_acc": 0.34125, "top5_acc": 0.60938, "loss_cls": 6.4864, "loss": 6.4864, "time": 2.06445}
{"mode": "train", "epoch": 84, "iter": 200, "lr": 0.04161, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.355, "top5_acc": 0.61719, "loss_cls": 6.44517, "loss": 6.44517, "time": 0.59841}
{"mode": "train", "epoch": 84, "iter": 300, "lr": 0.04158, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34266, "top5_acc": 0.60422, "loss_cls": 6.51881, "loss": 6.51881, "time": 0.60343}
{"mode": "train", "epoch": 84, "iter": 400, "lr": 0.04155, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.34219, "top5_acc": 0.6075, "loss_cls": 6.46964, "loss": 6.46964, "time": 0.60363}
{"mode": "train", "epoch": 84, "iter": 500, "lr": 0.04152, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33875, "top5_acc": 0.60188, "loss_cls": 6.5077, "loss": 6.5077, "time": 0.6056}
{"mode": "train", "epoch": 84, "iter": 600, "lr": 0.0415, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33609, "top5_acc": 0.60656, "loss_cls": 6.48483, "loss": 6.48483, "time": 0.6065}
{"mode": "train", "epoch": 84, "iter": 700, "lr": 0.04147, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.34141, "top5_acc": 0.60578, "loss_cls": 6.51961, "loss": 6.51961, "time": 0.60939}
{"mode": "train", "epoch": 84, "iter": 800, "lr": 0.04144, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33672, "top5_acc": 0.58891, "loss_cls": 6.56435, "loss": 6.56435, "time": 0.60512}
{"mode": "train", "epoch": 84, "iter": 900, "lr": 0.04141, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33109, "top5_acc": 0.59516, "loss_cls": 6.54658, "loss": 6.54658, "time": 0.60578}
{"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.04139, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34469, "top5_acc": 0.60062, "loss_cls": 6.52292, "loss": 6.52292, "time": 0.60735}
{"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.04136, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.34297, "top5_acc": 0.60266, "loss_cls": 6.52448, "loss": 6.52448, "time": 0.61491}
{"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.04133, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.3475, "top5_acc": 0.6075, "loss_cls": 6.48478, "loss": 6.48478, "time": 0.6123}
{"mode": "train", "epoch": 84, "iter": 1300, "lr": 0.0413, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33812, "top5_acc": 0.60078, "loss_cls": 6.53354, "loss": 6.53354, "time": 0.61145}
{"mode": "train", "epoch": 84, "iter": 1400, "lr": 0.04128, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.34062, "top5_acc": 0.59609, "loss_cls": 6.53227, "loss": 6.53227, "time": 0.61102}
{"mode": "train", "epoch": 84, "iter": 1500, "lr": 0.04125, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.34016, "top5_acc": 0.59547, "loss_cls": 6.52649, "loss": 6.52649, "time": 0.60793}
{"mode": "train", "epoch": 84, "iter": 1600, "lr": 0.04122, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33453, "top5_acc": 0.58609, "loss_cls": 6.56352, "loss": 6.56352, "time": 0.60318}
{"mode": "train", "epoch": 84, "iter": 1700, "lr": 0.04119, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32891, "top5_acc": 0.59859, "loss_cls": 6.55528, "loss": 6.55528, "time": 0.60784}
{"mode": "train", "epoch": 84, "iter": 1800, "lr": 0.04117, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34781, "top5_acc": 0.60672, "loss_cls": 6.47236, "loss": 6.47236, "time": 0.60603}
{"mode": "train", "epoch": 84, "iter": 1900, "lr": 0.04114, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33266, "top5_acc": 0.5925, "loss_cls": 6.55804, "loss": 6.55804, "time": 0.6022}
{"mode": "train", "epoch": 84, "iter": 2000, "lr": 0.04111, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33484, "top5_acc": 0.58719, "loss_cls": 6.54476, "loss": 6.54476, "time": 0.60553}
{"mode": "train", "epoch": 84, "iter": 2100, "lr": 0.04108, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33984, "top5_acc": 0.59422, "loss_cls": 6.53907, "loss": 6.53907, "time": 0.60728}
{"mode": "train", "epoch": 84, "iter": 2200, "lr": 0.04106, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.345, "top5_acc": 0.59844, "loss_cls": 6.51829, "loss": 6.51829, "time": 0.6061}
{"mode": "train", "epoch": 84, "iter": 2300, "lr": 0.04103, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34375, "top5_acc": 0.59578, "loss_cls": 6.53633, "loss": 6.53633, "time": 0.60195}
{"mode": "train", "epoch": 84, "iter": 2400, "lr": 0.041, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33781, "top5_acc": 0.59422, "loss_cls": 6.55716, "loss": 6.55716, "time": 0.60301}
{"mode": "train", "epoch": 84, "iter": 2500, "lr": 0.04097, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35156, "top5_acc": 0.61016, "loss_cls": 6.47768, "loss": 6.47768, "time": 0.60341}
{"mode": "train", "epoch": 84, "iter": 2600, "lr": 0.04095, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34031, "top5_acc": 0.59703, "loss_cls": 6.53856, "loss": 6.53856, "time": 0.60403}
{"mode": "train", "epoch": 84, "iter": 2700, "lr": 0.04092, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33344, "top5_acc": 0.59812, "loss_cls": 6.55033, "loss": 6.55033, "time": 0.60131}
{"mode": "train", "epoch": 84, "iter": 2800, "lr": 0.04089, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35078, "top5_acc": 0.59828, "loss_cls": 6.53579, "loss": 6.53579, "time": 0.60346}
{"mode": "train", "epoch": 84, "iter": 2900, "lr": 0.04086, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33484, "top5_acc": 0.59531, "loss_cls": 6.5643, "loss": 6.5643, "time": 0.604}
{"mode": "train", "epoch": 84, "iter": 3000, "lr": 0.04084, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32719, "top5_acc": 0.59562, "loss_cls": 6.55781, "loss": 6.55781, "time": 0.60529}
{"mode": "train", "epoch": 84, "iter": 3100, "lr": 0.04081, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34516, "top5_acc": 0.59984, "loss_cls": 6.5129, "loss": 6.5129, "time": 0.6043}
{"mode": "train", "epoch": 84, "iter": 3200, "lr": 0.04078, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33875, "top5_acc": 0.59172, "loss_cls": 6.53927, "loss": 6.53927, "time": 0.60651}
{"mode": "train", "epoch": 84, "iter": 3300, "lr": 0.04075, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.33328, "top5_acc": 0.59516, "loss_cls": 6.5832, "loss": 6.5832, "time": 0.61275}
{"mode": "train", "epoch": 84, "iter": 3400, "lr": 0.04073, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33859, "top5_acc": 0.59891, "loss_cls": 6.51114, "loss": 6.51114, "time": 0.61085}
{"mode": "train", "epoch": 84, "iter": 3500, "lr": 0.0407, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.33594, "top5_acc": 0.59703, "loss_cls": 6.52827, "loss": 6.52827, "time": 0.6152}
{"mode": "train", "epoch": 84, "iter": 3600, "lr": 0.04067, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.33391, "top5_acc": 0.58859, "loss_cls": 6.55123, "loss": 6.55123, "time": 0.61727}
{"mode": "train", "epoch": 84, "iter": 3700, "lr": 0.04064, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33859, "top5_acc": 0.59516, "loss_cls": 6.5289, "loss": 6.5289, "time": 0.60136}
{"mode": "val", "epoch": 84, "iter": 309, "lr": 0.04063, "top1_acc": 0.27468, "top5_acc": 0.52479, "mean_class_accuracy": 0.27449}
{"mode": "train", "epoch": 85, "iter": 100, "lr": 0.0406, "memory": 16177, "data_time": 1.6287, "top1_acc": 0.35031, "top5_acc": 0.6125, "loss_cls": 6.4436, "loss": 6.4436, "time": 2.23572}
{"mode": "train", "epoch": 85, "iter": 200, "lr": 0.04058, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34656, "top5_acc": 0.60875, "loss_cls": 6.46797, "loss": 6.46797, "time": 0.59804}
{"mode": "train", "epoch": 85, "iter": 300, "lr": 0.04055, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.33406, "top5_acc": 0.59719, "loss_cls": 6.54103, "loss": 6.54103, "time": 0.61148}
{"mode": "train", "epoch": 85, "iter": 400, "lr": 0.04052, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34984, "top5_acc": 0.61094, "loss_cls": 6.47429, "loss": 6.47429, "time": 0.60361}
{"mode": "train", "epoch": 85, "iter": 500, "lr": 0.04049, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33844, "top5_acc": 0.59984, "loss_cls": 6.51006, "loss": 6.51006, "time": 0.60356}
{"mode": "train", "epoch": 85, "iter": 600, "lr": 0.04047, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34656, "top5_acc": 0.60328, "loss_cls": 6.49808, "loss": 6.49808, "time": 0.60337}
{"mode": "train", "epoch": 85, "iter": 700, "lr": 0.04044, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34797, "top5_acc": 0.60062, "loss_cls": 6.48639, "loss": 6.48639, "time": 0.60196}
{"mode": "train", "epoch": 85, "iter": 800, "lr": 0.04041, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.34469, "top5_acc": 0.60875, "loss_cls": 6.47376, "loss": 6.47376, "time": 0.59957}
{"mode": "train", "epoch": 85, "iter": 900, "lr": 0.04038, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33312, "top5_acc": 0.60172, "loss_cls": 6.53029, "loss": 6.53029, "time": 0.60469}
{"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.04036, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.34812, "top5_acc": 0.60641, "loss_cls": 6.48103, "loss": 6.48103, "time": 0.60249}
{"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.04033, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33688, "top5_acc": 0.60422, "loss_cls": 6.53015, "loss": 6.53015, "time": 0.6026}
{"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.0403, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33609, "top5_acc": 0.59484, "loss_cls": 6.54491, "loss": 6.54491, "time": 0.6035}
{"mode": "train", "epoch": 85, "iter": 1300, "lr": 0.04027, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.34297, "top5_acc": 0.60562, "loss_cls": 6.4987, "loss": 6.4987, "time": 0.60645}
{"mode": "train", "epoch": 85, "iter": 1400, "lr": 0.04025, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.33625, "top5_acc": 0.60016, "loss_cls": 6.50802, "loss": 6.50802, "time": 0.60127}
{"mode": "train", "epoch": 85, "iter": 1500, "lr": 0.04022, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34188, "top5_acc": 0.60469, "loss_cls": 6.50271, "loss": 6.50271, "time": 0.60397}
{"mode": "train", "epoch": 85, "iter": 1600, "lr": 0.04019, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34016, "top5_acc": 0.59703, "loss_cls": 6.5251, "loss": 6.5251, "time": 0.60461}
{"mode": "train", "epoch": 85, "iter": 1700, "lr": 0.04016, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32656, "top5_acc": 0.5925, "loss_cls": 6.56757, "loss": 6.56757, "time": 0.60398}
{"mode": "train", "epoch": 85, "iter": 1800, "lr": 0.04014, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34828, "top5_acc": 0.60234, "loss_cls": 6.47786, "loss": 6.47786, "time": 0.60447}
{"mode": "train", "epoch": 85, "iter": 1900, "lr": 0.04011, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33781, "top5_acc": 0.60438, "loss_cls": 6.52293, "loss": 6.52293, "time": 0.60348}
{"mode": "train", "epoch": 85, "iter": 2000, "lr": 0.04008, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34453, "top5_acc": 0.60062, "loss_cls": 6.52073, "loss": 6.52073, "time": 0.60345}
{"mode": "train", "epoch": 85, "iter": 2100, "lr": 0.04006, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34, "top5_acc": 0.59938, "loss_cls": 6.5383, "loss": 6.5383, "time": 0.60494}
{"mode": "train", "epoch": 85, "iter": 2200, "lr": 0.04003, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34203, "top5_acc": 0.59531, "loss_cls": 6.53524, "loss": 6.53524, "time": 0.60519}
{"mode": "train", "epoch": 85, "iter": 2300, "lr": 0.04, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34031, "top5_acc": 0.60141, "loss_cls": 6.51149, "loss": 6.51149, "time": 0.60681}
{"mode": "train", "epoch": 85, "iter": 2400, "lr": 0.03997, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34438, "top5_acc": 0.61141, "loss_cls": 6.47807, "loss": 6.47807, "time": 0.60861}
{"mode": "train", "epoch": 85, "iter": 2500, "lr": 0.03995, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.33875, "top5_acc": 0.59219, "loss_cls": 6.51669, "loss": 6.51669, "time": 0.60064}
{"mode": "train", "epoch": 85, "iter": 2600, "lr": 0.03992, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33781, "top5_acc": 0.59688, "loss_cls": 6.51911, "loss": 6.51911, "time": 0.60473}
{"mode": "train", "epoch": 85, "iter": 2700, "lr": 0.03989, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33594, "top5_acc": 0.59531, "loss_cls": 6.53472, "loss": 6.53472, "time": 0.6058}
{"mode": "train", "epoch": 85, "iter": 2800, "lr": 0.03986, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34266, "top5_acc": 0.59609, "loss_cls": 6.53277, "loss": 6.53277, "time": 0.60247}
{"mode": "train", "epoch": 85, "iter": 2900, "lr": 0.03984, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33984, "top5_acc": 0.60391, "loss_cls": 6.50665, "loss": 6.50665, "time": 0.60448}
{"mode": "train", "epoch": 85, "iter": 3000, "lr": 0.03981, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33766, "top5_acc": 0.59688, "loss_cls": 6.50881, "loss": 6.50881, "time": 0.60585}
{"mode": "train", "epoch": 85, "iter": 3100, "lr": 0.03978, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33125, "top5_acc": 0.59156, "loss_cls": 6.56693, "loss": 6.56693, "time": 0.60426}
{"mode": "train", "epoch": 85, "iter": 3200, "lr": 0.03975, "memory": 16177, "data_time": 0.00052, "top1_acc": 0.33578, "top5_acc": 0.59078, "loss_cls": 6.57495, "loss": 6.57495, "time": 0.6162}
{"mode": "train", "epoch": 85, "iter": 3300, "lr": 0.03973, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34359, "top5_acc": 0.59875, "loss_cls": 6.52393, "loss": 6.52393, "time": 0.60871}
{"mode": "train", "epoch": 85, "iter": 3400, "lr": 0.0397, "memory": 16177, "data_time": 0.00059, "top1_acc": 0.33953, "top5_acc": 0.59469, "loss_cls": 6.53134, "loss": 6.53134, "time": 0.61167}
{"mode": "train", "epoch": 85, "iter": 3500, "lr": 0.03967, "memory": 16177, "data_time": 0.00047, "top1_acc": 0.34734, "top5_acc": 0.59703, "loss_cls": 6.51456, "loss": 6.51456, "time": 0.62131}
{"mode": "train", "epoch": 85, "iter": 3600, "lr": 0.03964, "memory": 16177, "data_time": 0.00066, "top1_acc": 0.345, "top5_acc": 0.60266, "loss_cls": 6.47964, "loss": 6.47964, "time": 0.60517}
{"mode": "train", "epoch": 85, "iter": 3700, "lr": 0.03962, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.34828, "top5_acc": 0.60922, "loss_cls": 6.49123, "loss": 6.49123, "time": 0.60083}
{"mode": "val", "epoch": 85, "iter": 309, "lr": 0.0396, "top1_acc": 0.25979, "top5_acc": 0.51608, "mean_class_accuracy": 0.25965}
{"mode": "train", "epoch": 86, "iter": 100, "lr": 0.03958, "memory": 16177, "data_time": 1.45512, "top1_acc": 0.34266, "top5_acc": 0.61578, "loss_cls": 6.45571, "loss": 6.45571, "time": 2.0534}
{"mode": "train", "epoch": 86, "iter": 200, "lr": 0.03955, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34469, "top5_acc": 0.61516, "loss_cls": 6.44751, "loss": 6.44751, "time": 0.59931}
{"mode": "train", "epoch": 86, "iter": 300, "lr": 0.03952, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34172, "top5_acc": 0.60594, "loss_cls": 6.486, "loss": 6.486, "time": 0.60153}
{"mode": "train", "epoch": 86, "iter": 400, "lr": 0.0395, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.34547, "top5_acc": 0.60516, "loss_cls": 6.49361, "loss": 6.49361, "time": 0.6085}
{"mode": "train", "epoch": 86, "iter": 500, "lr": 0.03947, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.35922, "top5_acc": 0.60688, "loss_cls": 6.45299, "loss": 6.45299, "time": 0.60639}
{"mode": "train", "epoch": 86, "iter": 600, "lr": 0.03944, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.35531, "top5_acc": 0.61781, "loss_cls": 6.42975, "loss": 6.42975, "time": 0.60432}
{"mode": "train", "epoch": 86, "iter": 700, "lr": 0.03941, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.34453, "top5_acc": 0.61141, "loss_cls": 6.48814, "loss": 6.48814, "time": 0.60649}
{"mode": "train", "epoch": 86, "iter": 800, "lr": 0.03939, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34062, "top5_acc": 0.59828, "loss_cls": 6.50952, "loss": 6.50952, "time": 0.60548}
{"mode": "train", "epoch": 86, "iter": 900, "lr": 0.03936, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34484, "top5_acc": 0.60281, "loss_cls": 6.52148, "loss": 6.52148, "time": 0.60453}
{"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.03933, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33922, "top5_acc": 0.60156, "loss_cls": 6.51498, "loss": 6.51498, "time": 0.60677}
{"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.0393, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34656, "top5_acc": 0.59391, "loss_cls": 6.52766, "loss": 6.52766, "time": 0.60327}
{"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.03928, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33703, "top5_acc": 0.60484, "loss_cls": 6.5098, "loss": 6.5098, "time": 0.60549}
{"mode": "train", "epoch": 86, "iter": 1300, "lr": 0.03925, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32969, "top5_acc": 0.59984, "loss_cls": 6.5274, "loss": 6.5274, "time": 0.60408}
{"mode": "train", "epoch": 86, "iter": 1400, "lr": 0.03922, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.34625, "top5_acc": 0.59969, "loss_cls": 6.49258, "loss": 6.49258, "time": 0.6017}
{"mode": "train", "epoch": 86, "iter": 1500, "lr": 0.03919, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33234, "top5_acc": 0.59484, "loss_cls": 6.51077, "loss": 6.51077, "time": 0.60518}
{"mode": "train", "epoch": 86, "iter": 1600, "lr": 0.03917, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35047, "top5_acc": 0.60172, "loss_cls": 6.49785, "loss": 6.49785, "time": 0.60323}
{"mode": "train", "epoch": 86, "iter": 1700, "lr": 0.03914, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33609, "top5_acc": 0.59344, "loss_cls": 6.51236, "loss": 6.51236, "time": 0.60102}
{"mode": "train", "epoch": 86, "iter": 1800, "lr": 0.03911, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.34844, "top5_acc": 0.61203, "loss_cls": 6.45453, "loss": 6.45453, "time": 0.61027}
{"mode": "train", "epoch": 86, "iter": 1900, "lr": 0.03909, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33984, "top5_acc": 0.60641, "loss_cls": 6.48078, "loss": 6.48078, "time": 0.61022}
{"mode": "train", "epoch": 86, "iter": 2000, "lr": 0.03906, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.35328, "top5_acc": 0.61484, "loss_cls": 6.44422, "loss": 6.44422, "time": 0.61172}
{"mode": "train", "epoch": 86, "iter": 2100, "lr": 0.03903, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34859, "top5_acc": 0.60172, "loss_cls": 6.48817, "loss": 6.48817, "time": 0.6108}
{"mode": "train", "epoch": 86, "iter": 2200, "lr": 0.039, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.35312, "top5_acc": 0.60609, "loss_cls": 6.46138, "loss": 6.46138, "time": 0.61048}
{"mode": "train", "epoch": 86, "iter": 2300, "lr": 0.03898, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.33547, "top5_acc": 0.59594, "loss_cls": 6.56671, "loss": 6.56671, "time": 0.60918}
{"mode": "train", "epoch": 86, "iter": 2400, "lr": 0.03895, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33375, "top5_acc": 0.59625, "loss_cls": 6.51342, "loss": 6.51342, "time": 0.60546}
{"mode": "train", "epoch": 86, "iter": 2500, "lr": 0.03892, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34422, "top5_acc": 0.60984, "loss_cls": 6.50859, "loss": 6.50859, "time": 0.61505}
{"mode": "train", "epoch": 86, "iter": 2600, "lr": 0.03889, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.3475, "top5_acc": 0.60266, "loss_cls": 6.49607, "loss": 6.49607, "time": 0.60693}
{"mode": "train", "epoch": 86, "iter": 2700, "lr": 0.03887, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33938, "top5_acc": 0.595, "loss_cls": 6.53278, "loss": 6.53278, "time": 0.60238}
{"mode": "train", "epoch": 86, "iter": 2800, "lr": 0.03884, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.34094, "top5_acc": 0.60969, "loss_cls": 6.49217, "loss": 6.49217, "time": 0.61184}
{"mode": "train", "epoch": 86, "iter": 2900, "lr": 0.03881, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.33797, "top5_acc": 0.60266, "loss_cls": 6.52191, "loss": 6.52191, "time": 0.61305}
{"mode": "train", "epoch": 86, "iter": 3000, "lr": 0.03879, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.33734, "top5_acc": 0.59938, "loss_cls": 6.52955, "loss": 6.52955, "time": 0.61109}
{"mode": "train", "epoch": 86, "iter": 3100, "lr": 0.03876, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34531, "top5_acc": 0.5975, "loss_cls": 6.50342, "loss": 6.50342, "time": 0.61739}
{"mode": "train", "epoch": 86, "iter": 3200, "lr": 0.03873, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.34172, "top5_acc": 0.59469, "loss_cls": 6.5281, "loss": 6.5281, "time": 0.62695}
{"mode": "train", "epoch": 86, "iter": 3300, "lr": 0.0387, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34625, "top5_acc": 0.61031, "loss_cls": 6.48633, "loss": 6.48633, "time": 0.60745}
{"mode": "train", "epoch": 86, "iter": 3400, "lr": 0.03868, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33828, "top5_acc": 0.60797, "loss_cls": 6.48791, "loss": 6.48791, "time": 0.61208}
{"mode": "train", "epoch": 86, "iter": 3500, "lr": 0.03865, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34547, "top5_acc": 0.60609, "loss_cls": 6.48298, "loss": 6.48298, "time": 0.61709}
{"mode": "train", "epoch": 86, "iter": 3600, "lr": 0.03862, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33969, "top5_acc": 0.59188, "loss_cls": 6.52735, "loss": 6.52735, "time": 0.5991}
{"mode": "train", "epoch": 86, "iter": 3700, "lr": 0.0386, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.33828, "top5_acc": 0.59719, "loss_cls": 6.52966, "loss": 6.52966, "time": 0.60502}
{"mode": "val", "epoch": 86, "iter": 309, "lr": 0.03858, "top1_acc": 0.28476, "top5_acc": 0.53887, "mean_class_accuracy": 0.28451}
{"mode": "train", "epoch": 87, "iter": 100, "lr": 0.03856, "memory": 16177, "data_time": 1.49652, "top1_acc": 0.34875, "top5_acc": 0.6075, "loss_cls": 6.42488, "loss": 6.42488, "time": 2.09276}
{"mode": "train", "epoch": 87, "iter": 200, "lr": 0.03853, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.35062, "top5_acc": 0.60641, "loss_cls": 6.46716, "loss": 6.46716, "time": 0.61106}
{"mode": "train", "epoch": 87, "iter": 300, "lr": 0.0385, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34797, "top5_acc": 0.61062, "loss_cls": 6.47265, "loss": 6.47265, "time": 0.6098}
{"mode": "train", "epoch": 87, "iter": 400, "lr": 0.03847, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34891, "top5_acc": 0.61047, "loss_cls": 6.46224, "loss": 6.46224, "time": 0.60428}
{"mode": "train", "epoch": 87, "iter": 500, "lr": 0.03845, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.33797, "top5_acc": 0.59906, "loss_cls": 6.51675, "loss": 6.51675, "time": 0.61361}
{"mode": "train", "epoch": 87, "iter": 600, "lr": 0.03842, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35609, "top5_acc": 0.61547, "loss_cls": 6.4449, "loss": 6.4449, "time": 0.60385}
{"mode": "train", "epoch": 87, "iter": 700, "lr": 0.03839, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34672, "top5_acc": 0.61156, "loss_cls": 6.46139, "loss": 6.46139, "time": 0.60443}
{"mode": "train", "epoch": 87, "iter": 800, "lr": 0.03837, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33953, "top5_acc": 0.60094, "loss_cls": 6.48801, "loss": 6.48801, "time": 0.6039}
{"mode": "train", "epoch": 87, "iter": 900, "lr": 0.03834, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.34797, "top5_acc": 0.61062, "loss_cls": 6.45671, "loss": 6.45671, "time": 0.60774}
{"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.03831, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33609, "top5_acc": 0.59781, "loss_cls": 6.51022, "loss": 6.51022, "time": 0.60335}
{"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.03828, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.34609, "top5_acc": 0.61234, "loss_cls": 6.48742, "loss": 6.48742, "time": 0.60698}
{"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.03826, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34062, "top5_acc": 0.60219, "loss_cls": 6.50672, "loss": 6.50672, "time": 0.6071}
{"mode": "train", "epoch": 87, "iter": 1300, "lr": 0.03823, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.34516, "top5_acc": 0.59438, "loss_cls": 6.51785, "loss": 6.51785, "time": 0.60396}
{"mode": "train", "epoch": 87, "iter": 1400, "lr": 0.0382, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35016, "top5_acc": 0.60625, "loss_cls": 6.44491, "loss": 6.44491, "time": 0.60786}
{"mode": "train", "epoch": 87, "iter": 1500, "lr": 0.03817, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.33859, "top5_acc": 0.59875, "loss_cls": 6.49874, "loss": 6.49874, "time": 0.60895}
{"mode": "train", "epoch": 87, "iter": 1600, "lr": 0.03815, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.33703, "top5_acc": 0.60703, "loss_cls": 6.46461, "loss": 6.46461, "time": 0.6065}
{"mode": "train", "epoch": 87, "iter": 1700, "lr": 0.03812, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.34203, "top5_acc": 0.60625, "loss_cls": 6.506, "loss": 6.506, "time": 0.60716}
{"mode": "train", "epoch": 87, "iter": 1800, "lr": 0.03809, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.35344, "top5_acc": 0.60531, "loss_cls": 6.4597, "loss": 6.4597, "time": 0.613}
{"mode": "train", "epoch": 87, "iter": 1900, "lr": 0.03807, "memory": 16177, "data_time": 0.0005, "top1_acc": 0.35297, "top5_acc": 0.60531, "loss_cls": 6.4677, "loss": 6.4677, "time": 0.61679}
{"mode": "train", "epoch": 87, "iter": 2000, "lr": 0.03804, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34625, "top5_acc": 0.6075, "loss_cls": 6.47819, "loss": 6.47819, "time": 0.61156}
{"mode": "train", "epoch": 87, "iter": 2100, "lr": 0.03801, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.33391, "top5_acc": 0.5975, "loss_cls": 6.52965, "loss": 6.52965, "time": 0.61726}
{"mode": "train", "epoch": 87, "iter": 2200, "lr": 0.03798, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34359, "top5_acc": 0.61203, "loss_cls": 6.46634, "loss": 6.46634, "time": 0.61332}
{"mode": "train", "epoch": 87, "iter": 2300, "lr": 0.03796, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34344, "top5_acc": 0.61141, "loss_cls": 6.45531, "loss": 6.45531, "time": 0.61091}
{"mode": "train", "epoch": 87, "iter": 2400, "lr": 0.03793, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.35047, "top5_acc": 0.60453, "loss_cls": 6.47937, "loss": 6.47937, "time": 0.61266}
{"mode": "train", "epoch": 87, "iter": 2500, "lr": 0.0379, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34344, "top5_acc": 0.59891, "loss_cls": 6.49426, "loss": 6.49426, "time": 0.61378}
{"mode": "train", "epoch": 87, "iter": 2600, "lr": 0.03788, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.34922, "top5_acc": 0.59719, "loss_cls": 6.48885, "loss": 6.48885, "time": 0.61466}
{"mode": "train", "epoch": 87, "iter": 2700, "lr": 0.03785, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.35797, "top5_acc": 0.61844, "loss_cls": 6.42635, "loss": 6.42635, "time": 0.61288}
{"mode": "train", "epoch": 87, "iter": 2800, "lr": 0.03782, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34609, "top5_acc": 0.59516, "loss_cls": 6.48995, "loss": 6.48995, "time": 0.61429}
{"mode": "train", "epoch": 87, "iter": 2900, "lr": 0.03779, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.33906, "top5_acc": 0.59547, "loss_cls": 6.51497, "loss": 6.51497, "time": 0.61473}
{"mode": "train", "epoch": 87, "iter": 3000, "lr": 0.03777, "memory": 16177, "data_time": 0.00049, "top1_acc": 0.34484, "top5_acc": 0.61047, "loss_cls": 6.46295, "loss": 6.46295, "time": 0.61435}
{"mode": "train", "epoch": 87, "iter": 3100, "lr": 0.03774, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.34656, "top5_acc": 0.61172, "loss_cls": 6.48477, "loss": 6.48477, "time": 0.61751}
{"mode": "train", "epoch": 87, "iter": 3200, "lr": 0.03771, "memory": 16177, "data_time": 0.00047, "top1_acc": 0.34828, "top5_acc": 0.60656, "loss_cls": 6.4983, "loss": 6.4983, "time": 0.61574}
{"mode": "train", "epoch": 87, "iter": 3300, "lr": 0.03769, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.34781, "top5_acc": 0.59953, "loss_cls": 6.49912, "loss": 6.49912, "time": 0.60545}
{"mode": "train", "epoch": 87, "iter": 3400, "lr": 0.03766, "memory": 16177, "data_time": 0.00048, "top1_acc": 0.34406, "top5_acc": 0.61141, "loss_cls": 6.4674, "loss": 6.4674, "time": 0.62238}
{"mode": "train", "epoch": 87, "iter": 3500, "lr": 0.03763, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.34312, "top5_acc": 0.61047, "loss_cls": 6.50518, "loss": 6.50518, "time": 0.60403}
{"mode": "train", "epoch": 87, "iter": 3600, "lr": 0.03761, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34156, "top5_acc": 0.61031, "loss_cls": 6.48262, "loss": 6.48262, "time": 0.59897}
{"mode": "train", "epoch": 87, "iter": 3700, "lr": 0.03758, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.34453, "top5_acc": 0.59953, "loss_cls": 6.50032, "loss": 6.50032, "time": 0.60272}
{"mode": "val", "epoch": 87, "iter": 309, "lr": 0.03757, "top1_acc": 0.28861, "top5_acc": 0.54597, "mean_class_accuracy": 0.28839}
{"mode": "train", "epoch": 88, "iter": 100, "lr": 0.03754, "memory": 16177, "data_time": 1.38834, "top1_acc": 0.35688, "top5_acc": 0.61703, "loss_cls": 6.42085, "loss": 6.42085, "time": 1.98071}
{"mode": "train", "epoch": 88, "iter": 200, "lr": 0.03751, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.35984, "top5_acc": 0.61766, "loss_cls": 6.40058, "loss": 6.40058, "time": 0.59615}
{"mode": "train", "epoch": 88, "iter": 300, "lr": 0.03748, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34266, "top5_acc": 0.60812, "loss_cls": 6.45649, "loss": 6.45649, "time": 0.59984}
{"mode": "train", "epoch": 88, "iter": 400, "lr": 0.03746, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35609, "top5_acc": 0.61047, "loss_cls": 6.42569, "loss": 6.42569, "time": 0.6062}
{"mode": "train", "epoch": 88, "iter": 500, "lr": 0.03743, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.34688, "top5_acc": 0.60938, "loss_cls": 6.49316, "loss": 6.49316, "time": 0.60454}
{"mode": "train", "epoch": 88, "iter": 600, "lr": 0.0374, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.34875, "top5_acc": 0.60781, "loss_cls": 6.48017, "loss": 6.48017, "time": 0.61071}
{"mode": "train", "epoch": 88, "iter": 700, "lr": 0.03738, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.35484, "top5_acc": 0.61828, "loss_cls": 6.43791, "loss": 6.43791, "time": 0.61176}
{"mode": "train", "epoch": 88, "iter": 800, "lr": 0.03735, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34688, "top5_acc": 0.61766, "loss_cls": 6.44746, "loss": 6.44746, "time": 0.61245}
{"mode": "train", "epoch": 88, "iter": 900, "lr": 0.03732, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.35812, "top5_acc": 0.61812, "loss_cls": 6.41781, "loss": 6.41781, "time": 0.61463}
{"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.0373, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.34672, "top5_acc": 0.61172, "loss_cls": 6.46048, "loss": 6.46048, "time": 0.61178}
{"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.03727, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.37188, "top5_acc": 0.62031, "loss_cls": 6.38446, "loss": 6.38446, "time": 0.61205}
{"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.03724, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.34797, "top5_acc": 0.60234, "loss_cls": 6.46412, "loss": 6.46412, "time": 0.60864}
{"mode": "train", "epoch": 88, "iter": 1300, "lr": 0.03721, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35516, "top5_acc": 0.60531, "loss_cls": 6.46817, "loss": 6.46817, "time": 0.60522}
{"mode": "train", "epoch": 88, "iter": 1400, "lr": 0.03719, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.34797, "top5_acc": 0.60719, "loss_cls": 6.47142, "loss": 6.47142, "time": 0.61103}
{"mode": "train", "epoch": 88, "iter": 1500, "lr": 0.03716, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.34953, "top5_acc": 0.60844, "loss_cls": 6.45483, "loss": 6.45483, "time": 0.61094}
{"mode": "train", "epoch": 88, "iter": 1600, "lr": 0.03713, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.35781, "top5_acc": 0.61625, "loss_cls": 6.4131, "loss": 6.4131, "time": 0.6123}
{"mode": "train", "epoch": 88, "iter": 1700, "lr": 0.03711, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33844, "top5_acc": 0.59984, "loss_cls": 6.50484, "loss": 6.50484, "time": 0.60445}
{"mode": "train", "epoch": 88, "iter": 1800, "lr": 0.03708, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33812, "top5_acc": 0.60312, "loss_cls": 6.50979, "loss": 6.50979, "time": 0.60481}
{"mode": "train", "epoch": 88, "iter": 1900, "lr": 0.03705, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34344, "top5_acc": 0.60672, "loss_cls": 6.49553, "loss": 6.49553, "time": 0.6093}
{"mode": "train", "epoch": 88, "iter": 2000, "lr": 0.03703, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.34922, "top5_acc": 0.60562, "loss_cls": 6.49227, "loss": 6.49227, "time": 0.60614}
{"mode": "train", "epoch": 88, "iter": 2100, "lr": 0.037, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34344, "top5_acc": 0.60156, "loss_cls": 6.47508, "loss": 6.47508, "time": 0.60619}
{"mode": "train", "epoch": 88, "iter": 2200, "lr": 0.03697, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33234, "top5_acc": 0.59719, "loss_cls": 6.51794, "loss": 6.51794, "time": 0.60367}
{"mode": "train", "epoch": 88, "iter": 2300, "lr": 0.03694, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35516, "top5_acc": 0.60922, "loss_cls": 6.45575, "loss": 6.45575, "time": 0.60318}
{"mode": "train", "epoch": 88, "iter": 2400, "lr": 0.03692, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33547, "top5_acc": 0.59906, "loss_cls": 6.53351, "loss": 6.53351, "time": 0.603}
{"mode": "train", "epoch": 88, "iter": 2500, "lr": 0.03689, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35047, "top5_acc": 0.60438, "loss_cls": 6.47101, "loss": 6.47101, "time": 0.60009}
{"mode": "train", "epoch": 88, "iter": 2600, "lr": 0.03686, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3425, "top5_acc": 0.60344, "loss_cls": 6.48329, "loss": 6.48329, "time": 0.60195}
{"mode": "train", "epoch": 88, "iter": 2700, "lr": 0.03684, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34109, "top5_acc": 0.59688, "loss_cls": 6.51189, "loss": 6.51189, "time": 0.6007}
{"mode": "train", "epoch": 88, "iter": 2800, "lr": 0.03681, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35109, "top5_acc": 0.60516, "loss_cls": 6.4868, "loss": 6.4868, "time": 0.60479}
{"mode": "train", "epoch": 88, "iter": 2900, "lr": 0.03678, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.34031, "top5_acc": 0.6075, "loss_cls": 6.4777, "loss": 6.4777, "time": 0.60192}
{"mode": "train", "epoch": 88, "iter": 3000, "lr": 0.03676, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34719, "top5_acc": 0.60188, "loss_cls": 6.48879, "loss": 6.48879, "time": 0.61554}
{"mode": "train", "epoch": 88, "iter": 3100, "lr": 0.03673, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33703, "top5_acc": 0.60172, "loss_cls": 6.52484, "loss": 6.52484, "time": 0.6201}
{"mode": "train", "epoch": 88, "iter": 3200, "lr": 0.0367, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34953, "top5_acc": 0.61125, "loss_cls": 6.44516, "loss": 6.44516, "time": 0.60485}
{"mode": "train", "epoch": 88, "iter": 3300, "lr": 0.03667, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.34625, "top5_acc": 0.61078, "loss_cls": 6.47227, "loss": 6.47227, "time": 0.61513}
{"mode": "train", "epoch": 88, "iter": 3400, "lr": 0.03665, "memory": 16177, "data_time": 0.00049, "top1_acc": 0.34375, "top5_acc": 0.60281, "loss_cls": 6.4629, "loss": 6.4629, "time": 0.61025}
{"mode": "train", "epoch": 88, "iter": 3500, "lr": 0.03662, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.345, "top5_acc": 0.61234, "loss_cls": 6.47784, "loss": 6.47784, "time": 0.59952}
{"mode": "train", "epoch": 88, "iter": 3600, "lr": 0.03659, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35438, "top5_acc": 0.60906, "loss_cls": 6.4444, "loss": 6.4444, "time": 0.60139}
{"mode": "train", "epoch": 88, "iter": 3700, "lr": 0.03657, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34531, "top5_acc": 0.61359, "loss_cls": 6.43794, "loss": 6.43794, "time": 0.60431}
{"mode": "val", "epoch": 88, "iter": 309, "lr": 0.03655, "top1_acc": 0.2917, "top5_acc": 0.54814, "mean_class_accuracy": 0.29173}
{"mode": "train", "epoch": 89, "iter": 100, "lr": 0.03653, "memory": 16177, "data_time": 1.41129, "top1_acc": 0.35047, "top5_acc": 0.61938, "loss_cls": 6.42842, "loss": 6.42842, "time": 1.99935}
{"mode": "train", "epoch": 89, "iter": 200, "lr": 0.0365, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35234, "top5_acc": 0.61969, "loss_cls": 6.39928, "loss": 6.39928, "time": 0.59681}
{"mode": "train", "epoch": 89, "iter": 300, "lr": 0.03647, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.34938, "top5_acc": 0.61141, "loss_cls": 6.44728, "loss": 6.44728, "time": 0.59771}
{"mode": "train", "epoch": 89, "iter": 400, "lr": 0.03645, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.3425, "top5_acc": 0.61, "loss_cls": 6.45086, "loss": 6.45086, "time": 0.60058}
{"mode": "train", "epoch": 89, "iter": 500, "lr": 0.03642, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35656, "top5_acc": 0.61984, "loss_cls": 6.40947, "loss": 6.40947, "time": 0.60294}
{"mode": "train", "epoch": 89, "iter": 600, "lr": 0.03639, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35594, "top5_acc": 0.61203, "loss_cls": 6.44614, "loss": 6.44614, "time": 0.60415}
{"mode": "train", "epoch": 89, "iter": 700, "lr": 0.03637, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.35, "top5_acc": 0.61547, "loss_cls": 6.44873, "loss": 6.44873, "time": 0.61112}
{"mode": "train", "epoch": 89, "iter": 800, "lr": 0.03634, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.35391, "top5_acc": 0.62156, "loss_cls": 6.4253, "loss": 6.4253, "time": 0.60903}
{"mode": "train", "epoch": 89, "iter": 900, "lr": 0.03631, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.33703, "top5_acc": 0.60828, "loss_cls": 6.47453, "loss": 6.47453, "time": 0.59967}
{"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.03629, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.35375, "top5_acc": 0.61781, "loss_cls": 6.44726, "loss": 6.44726, "time": 0.60455}
{"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.03626, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.35, "top5_acc": 0.60734, "loss_cls": 6.46415, "loss": 6.46415, "time": 0.61119}
{"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.03623, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.35094, "top5_acc": 0.60406, "loss_cls": 6.45276, "loss": 6.45276, "time": 0.60795}
{"mode": "train", "epoch": 89, "iter": 1300, "lr": 0.0362, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35391, "top5_acc": 0.61203, "loss_cls": 6.44422, "loss": 6.44422, "time": 0.60114}
{"mode": "train", "epoch": 89, "iter": 1400, "lr": 0.03618, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.33984, "top5_acc": 0.60031, "loss_cls": 6.49226, "loss": 6.49226, "time": 0.60479}
{"mode": "train", "epoch": 89, "iter": 1500, "lr": 0.03615, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.35734, "top5_acc": 0.61094, "loss_cls": 6.45647, "loss": 6.45647, "time": 0.61276}
{"mode": "train", "epoch": 89, "iter": 1600, "lr": 0.03612, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.35016, "top5_acc": 0.60781, "loss_cls": 6.47847, "loss": 6.47847, "time": 0.6052}
{"mode": "train", "epoch": 89, "iter": 1700, "lr": 0.0361, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35375, "top5_acc": 0.60703, "loss_cls": 6.44514, "loss": 6.44514, "time": 0.59879}
{"mode": "train", "epoch": 89, "iter": 1800, "lr": 0.03607, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.3425, "top5_acc": 0.60172, "loss_cls": 6.4608, "loss": 6.4608, "time": 0.603}
{"mode": "train", "epoch": 89, "iter": 1900, "lr": 0.03604, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34906, "top5_acc": 0.60734, "loss_cls": 6.45879, "loss": 6.45879, "time": 0.60252}
{"mode": "train", "epoch": 89, "iter": 2000, "lr": 0.03602, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34359, "top5_acc": 0.60422, "loss_cls": 6.47132, "loss": 6.47132, "time": 0.60223}
{"mode": "train", "epoch": 89, "iter": 2100, "lr": 0.03599, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34203, "top5_acc": 0.60531, "loss_cls": 6.44496, "loss": 6.44496, "time": 0.60071}
{"mode": "train", "epoch": 89, "iter": 2200, "lr": 0.03596, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35047, "top5_acc": 0.61375, "loss_cls": 6.43853, "loss": 6.43853, "time": 0.59918}
{"mode": "train", "epoch": 89, "iter": 2300, "lr": 0.03594, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34984, "top5_acc": 0.60812, "loss_cls": 6.45289, "loss": 6.45289, "time": 0.60355}
{"mode": "train", "epoch": 89, "iter": 2400, "lr": 0.03591, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35234, "top5_acc": 0.60922, "loss_cls": 6.44648, "loss": 6.44648, "time": 0.60151}
{"mode": "train", "epoch": 89, "iter": 2500, "lr": 0.03588, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35391, "top5_acc": 0.60953, "loss_cls": 6.44517, "loss": 6.44517, "time": 0.60236}
{"mode": "train", "epoch": 89, "iter": 2600, "lr": 0.03586, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34859, "top5_acc": 0.62078, "loss_cls": 6.42756, "loss": 6.42756, "time": 0.60076}
{"mode": "train", "epoch": 89, "iter": 2700, "lr": 0.03583, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34875, "top5_acc": 0.61344, "loss_cls": 6.46956, "loss": 6.46956, "time": 0.60431}
{"mode": "train", "epoch": 89, "iter": 2800, "lr": 0.0358, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33516, "top5_acc": 0.60047, "loss_cls": 6.5227, "loss": 6.5227, "time": 0.60222}
{"mode": "train", "epoch": 89, "iter": 2900, "lr": 0.03578, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35172, "top5_acc": 0.61156, "loss_cls": 6.47433, "loss": 6.47433, "time": 0.60298}
{"mode": "train", "epoch": 89, "iter": 3000, "lr": 0.03575, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.36, "top5_acc": 0.61375, "loss_cls": 6.44725, "loss": 6.44725, "time": 0.61155}
{"mode": "train", "epoch": 89, "iter": 3100, "lr": 0.03572, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35375, "top5_acc": 0.61344, "loss_cls": 6.44242, "loss": 6.44242, "time": 0.60782}
{"mode": "train", "epoch": 89, "iter": 3200, "lr": 0.03569, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34188, "top5_acc": 0.60641, "loss_cls": 6.48081, "loss": 6.48081, "time": 0.60811}
{"mode": "train", "epoch": 89, "iter": 3300, "lr": 0.03567, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.34969, "top5_acc": 0.61297, "loss_cls": 6.42351, "loss": 6.42351, "time": 0.62325}
{"mode": "train", "epoch": 89, "iter": 3400, "lr": 0.03564, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34891, "top5_acc": 0.61391, "loss_cls": 6.44451, "loss": 6.44451, "time": 0.6045}
{"mode": "train", "epoch": 89, "iter": 3500, "lr": 0.03561, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34172, "top5_acc": 0.60766, "loss_cls": 6.47442, "loss": 6.47442, "time": 0.60278}
{"mode": "train", "epoch": 89, "iter": 3600, "lr": 0.03559, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35094, "top5_acc": 0.61266, "loss_cls": 6.45078, "loss": 6.45078, "time": 0.60148}
{"mode": "train", "epoch": 89, "iter": 3700, "lr": 0.03556, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35438, "top5_acc": 0.59781, "loss_cls": 6.47413, "loss": 6.47413, "time": 0.60097}
{"mode": "val", "epoch": 89, "iter": 309, "lr": 0.03555, "top1_acc": 0.2727, "top5_acc": 0.52489, "mean_class_accuracy": 0.27249}
{"mode": "train", "epoch": 90, "iter": 100, "lr": 0.03552, "memory": 16177, "data_time": 1.4337, "top1_acc": 0.35688, "top5_acc": 0.61578, "loss_cls": 6.41818, "loss": 6.41818, "time": 2.02424}
{"mode": "train", "epoch": 90, "iter": 200, "lr": 0.0355, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36156, "top5_acc": 0.62422, "loss_cls": 6.38337, "loss": 6.38337, "time": 0.59261}
{"mode": "train", "epoch": 90, "iter": 300, "lr": 0.03547, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35141, "top5_acc": 0.62109, "loss_cls": 6.39715, "loss": 6.39715, "time": 0.59921}
{"mode": "train", "epoch": 90, "iter": 400, "lr": 0.03544, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35797, "top5_acc": 0.61844, "loss_cls": 6.41395, "loss": 6.41395, "time": 0.60052}
{"mode": "train", "epoch": 90, "iter": 500, "lr": 0.03541, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.35922, "top5_acc": 0.62078, "loss_cls": 6.39182, "loss": 6.39182, "time": 0.60273}
{"mode": "train", "epoch": 90, "iter": 600, "lr": 0.03539, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36328, "top5_acc": 0.625, "loss_cls": 6.39014, "loss": 6.39014, "time": 0.603}
{"mode": "train", "epoch": 90, "iter": 700, "lr": 0.03536, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34688, "top5_acc": 0.61422, "loss_cls": 6.42448, "loss": 6.42448, "time": 0.60355}
{"mode": "train", "epoch": 90, "iter": 800, "lr": 0.03533, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36109, "top5_acc": 0.615, "loss_cls": 6.4141, "loss": 6.4141, "time": 0.60362}
{"mode": "train", "epoch": 90, "iter": 900, "lr": 0.03531, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35547, "top5_acc": 0.60547, "loss_cls": 6.43756, "loss": 6.43756, "time": 0.60163}
{"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.03528, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.3475, "top5_acc": 0.61125, "loss_cls": 6.47006, "loss": 6.47006, "time": 0.60138}
{"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.03525, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35031, "top5_acc": 0.61031, "loss_cls": 6.43857, "loss": 6.43857, "time": 0.59999}
{"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.03523, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36094, "top5_acc": 0.62, "loss_cls": 6.3887, "loss": 6.3887, "time": 0.60175}
{"mode": "train", "epoch": 90, "iter": 1300, "lr": 0.0352, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35641, "top5_acc": 0.61578, "loss_cls": 6.43315, "loss": 6.43315, "time": 0.60174}
{"mode": "train", "epoch": 90, "iter": 1400, "lr": 0.03517, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35609, "top5_acc": 0.61172, "loss_cls": 6.46517, "loss": 6.46517, "time": 0.60349}
{"mode": "train", "epoch": 90, "iter": 1500, "lr": 0.03515, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36031, "top5_acc": 0.61266, "loss_cls": 6.42819, "loss": 6.42819, "time": 0.60573}
{"mode": "train", "epoch": 90, "iter": 1600, "lr": 0.03512, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36172, "top5_acc": 0.61984, "loss_cls": 6.39157, "loss": 6.39157, "time": 0.60438}
{"mode": "train", "epoch": 90, "iter": 1700, "lr": 0.03509, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34953, "top5_acc": 0.6075, "loss_cls": 6.47014, "loss": 6.47014, "time": 0.60168}
{"mode": "train", "epoch": 90, "iter": 1800, "lr": 0.03507, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35156, "top5_acc": 0.61547, "loss_cls": 6.43182, "loss": 6.43182, "time": 0.60192}
{"mode": "train", "epoch": 90, "iter": 1900, "lr": 0.03504, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35609, "top5_acc": 0.61828, "loss_cls": 6.43916, "loss": 6.43916, "time": 0.60248}
{"mode": "train", "epoch": 90, "iter": 2000, "lr": 0.03501, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34891, "top5_acc": 0.61187, "loss_cls": 6.44327, "loss": 6.44327, "time": 0.60222}
{"mode": "train", "epoch": 90, "iter": 2100, "lr": 0.03499, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.36, "top5_acc": 0.61406, "loss_cls": 6.43851, "loss": 6.43851, "time": 0.60203}
{"mode": "train", "epoch": 90, "iter": 2200, "lr": 0.03496, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34734, "top5_acc": 0.60578, "loss_cls": 6.4778, "loss": 6.4778, "time": 0.60313}
{"mode": "train", "epoch": 90, "iter": 2300, "lr": 0.03493, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34469, "top5_acc": 0.61016, "loss_cls": 6.48447, "loss": 6.48447, "time": 0.60169}
{"mode": "train", "epoch": 90, "iter": 2400, "lr": 0.03491, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34391, "top5_acc": 0.60422, "loss_cls": 6.45048, "loss": 6.45048, "time": 0.60283}
{"mode": "train", "epoch": 90, "iter": 2500, "lr": 0.03488, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35078, "top5_acc": 0.61641, "loss_cls": 6.42006, "loss": 6.42006, "time": 0.60524}
{"mode": "train", "epoch": 90, "iter": 2600, "lr": 0.03485, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.35094, "top5_acc": 0.60906, "loss_cls": 6.44625, "loss": 6.44625, "time": 0.61118}
{"mode": "train", "epoch": 90, "iter": 2700, "lr": 0.03483, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35953, "top5_acc": 0.61812, "loss_cls": 6.42279, "loss": 6.42279, "time": 0.60294}
{"mode": "train", "epoch": 90, "iter": 2800, "lr": 0.0348, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36547, "top5_acc": 0.6125, "loss_cls": 6.43316, "loss": 6.43316, "time": 0.60855}
{"mode": "train", "epoch": 90, "iter": 2900, "lr": 0.03477, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.34922, "top5_acc": 0.61406, "loss_cls": 6.45463, "loss": 6.45463, "time": 0.61053}
{"mode": "train", "epoch": 90, "iter": 3000, "lr": 0.03475, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33734, "top5_acc": 0.59969, "loss_cls": 6.50874, "loss": 6.50874, "time": 0.60857}
{"mode": "train", "epoch": 90, "iter": 3100, "lr": 0.03472, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34953, "top5_acc": 0.60297, "loss_cls": 6.46871, "loss": 6.46871, "time": 0.61035}
{"mode": "train", "epoch": 90, "iter": 3200, "lr": 0.03469, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.34344, "top5_acc": 0.60312, "loss_cls": 6.50415, "loss": 6.50415, "time": 0.61449}
{"mode": "train", "epoch": 90, "iter": 3300, "lr": 0.03467, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34969, "top5_acc": 0.61344, "loss_cls": 6.44898, "loss": 6.44898, "time": 0.61106}
{"mode": "train", "epoch": 90, "iter": 3400, "lr": 0.03464, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35297, "top5_acc": 0.60875, "loss_cls": 6.4393, "loss": 6.4393, "time": 0.6008}
{"mode": "train", "epoch": 90, "iter": 3500, "lr": 0.03461, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.34875, "top5_acc": 0.59781, "loss_cls": 6.46111, "loss": 6.46111, "time": 0.60024}
{"mode": "train", "epoch": 90, "iter": 3600, "lr": 0.03459, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.34578, "top5_acc": 0.60547, "loss_cls": 6.47851, "loss": 6.47851, "time": 0.59988}
{"mode": "train", "epoch": 90, "iter": 3700, "lr": 0.03456, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36344, "top5_acc": 0.61812, "loss_cls": 6.39818, "loss": 6.39818, "time": 0.5963}
{"mode": "val", "epoch": 90, "iter": 309, "lr": 0.03455, "top1_acc": 0.28435, "top5_acc": 0.53543, "mean_class_accuracy": 0.28403}
{"mode": "train", "epoch": 91, "iter": 100, "lr": 0.03452, "memory": 16177, "data_time": 1.39819, "top1_acc": 0.36, "top5_acc": 0.61078, "loss_cls": 6.42217, "loss": 6.42217, "time": 1.98874}
{"mode": "train", "epoch": 91, "iter": 200, "lr": 0.0345, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36547, "top5_acc": 0.6275, "loss_cls": 6.3387, "loss": 6.3387, "time": 0.59252}
{"mode": "train", "epoch": 91, "iter": 300, "lr": 0.03447, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.34969, "top5_acc": 0.61625, "loss_cls": 6.41534, "loss": 6.41534, "time": 0.5953}
{"mode": "train", "epoch": 91, "iter": 400, "lr": 0.03444, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37031, "top5_acc": 0.62766, "loss_cls": 6.36714, "loss": 6.36714, "time": 0.59977}
{"mode": "train", "epoch": 91, "iter": 500, "lr": 0.03442, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36719, "top5_acc": 0.63188, "loss_cls": 6.35742, "loss": 6.35742, "time": 0.60184}
{"mode": "train", "epoch": 91, "iter": 600, "lr": 0.03439, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35172, "top5_acc": 0.61625, "loss_cls": 6.40322, "loss": 6.40322, "time": 0.60131}
{"mode": "train", "epoch": 91, "iter": 700, "lr": 0.03436, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.36797, "top5_acc": 0.625, "loss_cls": 6.38588, "loss": 6.38588, "time": 0.60787}
{"mode": "train", "epoch": 91, "iter": 800, "lr": 0.03434, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.35938, "top5_acc": 0.61516, "loss_cls": 6.41786, "loss": 6.41786, "time": 0.60675}
{"mode": "train", "epoch": 91, "iter": 900, "lr": 0.03431, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.36234, "top5_acc": 0.62094, "loss_cls": 6.38573, "loss": 6.38573, "time": 0.61256}
{"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.03428, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34125, "top5_acc": 0.59781, "loss_cls": 6.48499, "loss": 6.48499, "time": 0.61231}
{"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.03426, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.35672, "top5_acc": 0.61234, "loss_cls": 6.43851, "loss": 6.43851, "time": 0.61094}
{"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.03423, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35609, "top5_acc": 0.61984, "loss_cls": 6.39753, "loss": 6.39753, "time": 0.60527}
{"mode": "train", "epoch": 91, "iter": 1300, "lr": 0.0342, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35344, "top5_acc": 0.61078, "loss_cls": 6.44593, "loss": 6.44593, "time": 0.6038}
{"mode": "train", "epoch": 91, "iter": 1400, "lr": 0.03418, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.36375, "top5_acc": 0.625, "loss_cls": 6.39036, "loss": 6.39036, "time": 0.60931}
{"mode": "train", "epoch": 91, "iter": 1500, "lr": 0.03415, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.36359, "top5_acc": 0.62813, "loss_cls": 6.36564, "loss": 6.36564, "time": 0.60365}
{"mode": "train", "epoch": 91, "iter": 1600, "lr": 0.03412, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.35906, "top5_acc": 0.60922, "loss_cls": 6.43351, "loss": 6.43351, "time": 0.60107}
{"mode": "train", "epoch": 91, "iter": 1700, "lr": 0.0341, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34172, "top5_acc": 0.6, "loss_cls": 6.50359, "loss": 6.50359, "time": 0.60179}
{"mode": "train", "epoch": 91, "iter": 1800, "lr": 0.03407, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35234, "top5_acc": 0.60359, "loss_cls": 6.46506, "loss": 6.46506, "time": 0.60575}
{"mode": "train", "epoch": 91, "iter": 1900, "lr": 0.03405, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.3575, "top5_acc": 0.615, "loss_cls": 6.43396, "loss": 6.43396, "time": 0.61092}
{"mode": "train", "epoch": 91, "iter": 2000, "lr": 0.03402, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.34984, "top5_acc": 0.61031, "loss_cls": 6.43357, "loss": 6.43357, "time": 0.60569}
{"mode": "train", "epoch": 91, "iter": 2100, "lr": 0.03399, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35078, "top5_acc": 0.61187, "loss_cls": 6.45539, "loss": 6.45539, "time": 0.60192}
{"mode": "train", "epoch": 91, "iter": 2200, "lr": 0.03397, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35453, "top5_acc": 0.61109, "loss_cls": 6.42305, "loss": 6.42305, "time": 0.60647}
{"mode": "train", "epoch": 91, "iter": 2300, "lr": 0.03394, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35891, "top5_acc": 0.61594, "loss_cls": 6.40613, "loss": 6.40613, "time": 0.60307}
{"mode": "train", "epoch": 91, "iter": 2400, "lr": 0.03391, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35344, "top5_acc": 0.62109, "loss_cls": 6.40188, "loss": 6.40188, "time": 0.60145}
{"mode": "train", "epoch": 91, "iter": 2500, "lr": 0.03389, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.34719, "top5_acc": 0.61812, "loss_cls": 6.43106, "loss": 6.43106, "time": 0.60123}
{"mode": "train", "epoch": 91, "iter": 2600, "lr": 0.03386, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35656, "top5_acc": 0.61547, "loss_cls": 6.42102, "loss": 6.42102, "time": 0.6037}
{"mode": "train", "epoch": 91, "iter": 2700, "lr": 0.03383, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35, "top5_acc": 0.60797, "loss_cls": 6.43975, "loss": 6.43975, "time": 0.60069}
{"mode": "train", "epoch": 91, "iter": 2800, "lr": 0.03381, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.35391, "top5_acc": 0.62547, "loss_cls": 6.38674, "loss": 6.38674, "time": 0.61086}
{"mode": "train", "epoch": 91, "iter": 2900, "lr": 0.03378, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35688, "top5_acc": 0.60891, "loss_cls": 6.44517, "loss": 6.44517, "time": 0.60866}
{"mode": "train", "epoch": 91, "iter": 3000, "lr": 0.03375, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35016, "top5_acc": 0.61094, "loss_cls": 6.47029, "loss": 6.47029, "time": 0.60852}
{"mode": "train", "epoch": 91, "iter": 3100, "lr": 0.03373, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.34672, "top5_acc": 0.60875, "loss_cls": 6.44223, "loss": 6.44223, "time": 0.61162}
{"mode": "train", "epoch": 91, "iter": 3200, "lr": 0.0337, "memory": 16177, "data_time": 0.00053, "top1_acc": 0.345, "top5_acc": 0.60719, "loss_cls": 6.49722, "loss": 6.49722, "time": 0.61499}
{"mode": "train", "epoch": 91, "iter": 3300, "lr": 0.03367, "memory": 16177, "data_time": 0.00071, "top1_acc": 0.34938, "top5_acc": 0.60844, "loss_cls": 6.44233, "loss": 6.44233, "time": 0.60445}
{"mode": "train", "epoch": 91, "iter": 3400, "lr": 0.03365, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36344, "top5_acc": 0.61156, "loss_cls": 6.43201, "loss": 6.43201, "time": 0.60179}
{"mode": "train", "epoch": 91, "iter": 3500, "lr": 0.03362, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35781, "top5_acc": 0.61734, "loss_cls": 6.41644, "loss": 6.41644, "time": 0.60068}
{"mode": "train", "epoch": 91, "iter": 3600, "lr": 0.0336, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.3525, "top5_acc": 0.60562, "loss_cls": 6.44158, "loss": 6.44158, "time": 0.5991}
{"mode": "train", "epoch": 91, "iter": 3700, "lr": 0.03357, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.34172, "top5_acc": 0.61375, "loss_cls": 6.46673, "loss": 6.46673, "time": 0.5999}
{"mode": "val", "epoch": 91, "iter": 309, "lr": 0.03356, "top1_acc": 0.27514, "top5_acc": 0.53112, "mean_class_accuracy": 0.27487}
{"mode": "train", "epoch": 92, "iter": 100, "lr": 0.03353, "memory": 16177, "data_time": 1.41519, "top1_acc": 0.36719, "top5_acc": 0.62297, "loss_cls": 6.37766, "loss": 6.37766, "time": 2.00401}
{"mode": "train", "epoch": 92, "iter": 200, "lr": 0.0335, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36844, "top5_acc": 0.6275, "loss_cls": 6.33173, "loss": 6.33173, "time": 0.59433}
{"mode": "train", "epoch": 92, "iter": 300, "lr": 0.03348, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.36828, "top5_acc": 0.62891, "loss_cls": 6.3501, "loss": 6.3501, "time": 0.5989}
{"mode": "train", "epoch": 92, "iter": 400, "lr": 0.03345, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36422, "top5_acc": 0.62844, "loss_cls": 6.35477, "loss": 6.35477, "time": 0.60175}
{"mode": "train", "epoch": 92, "iter": 500, "lr": 0.03342, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35766, "top5_acc": 0.6175, "loss_cls": 6.40323, "loss": 6.40323, "time": 0.60047}
{"mode": "train", "epoch": 92, "iter": 600, "lr": 0.0334, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.35656, "top5_acc": 0.62828, "loss_cls": 6.40108, "loss": 6.40108, "time": 0.60051}
{"mode": "train", "epoch": 92, "iter": 700, "lr": 0.03337, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35422, "top5_acc": 0.61141, "loss_cls": 6.4355, "loss": 6.4355, "time": 0.60173}
{"mode": "train", "epoch": 92, "iter": 800, "lr": 0.03335, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35766, "top5_acc": 0.62781, "loss_cls": 6.36828, "loss": 6.36828, "time": 0.60229}
{"mode": "train", "epoch": 92, "iter": 900, "lr": 0.03332, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34906, "top5_acc": 0.60594, "loss_cls": 6.45964, "loss": 6.45964, "time": 0.60557}
{"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.03329, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.365, "top5_acc": 0.62172, "loss_cls": 6.3786, "loss": 6.3786, "time": 0.60206}
{"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.03327, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36891, "top5_acc": 0.62, "loss_cls": 6.40345, "loss": 6.40345, "time": 0.60137}
{"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.03324, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36922, "top5_acc": 0.62141, "loss_cls": 6.37832, "loss": 6.37832, "time": 0.60248}
{"mode": "train", "epoch": 92, "iter": 1300, "lr": 0.03321, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35781, "top5_acc": 0.62687, "loss_cls": 6.38213, "loss": 6.38213, "time": 0.60225}
{"mode": "train", "epoch": 92, "iter": 1400, "lr": 0.03319, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35469, "top5_acc": 0.61281, "loss_cls": 6.44058, "loss": 6.44058, "time": 0.60306}
{"mode": "train", "epoch": 92, "iter": 1500, "lr": 0.03316, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36031, "top5_acc": 0.62031, "loss_cls": 6.39832, "loss": 6.39832, "time": 0.60588}
{"mode": "train", "epoch": 92, "iter": 1600, "lr": 0.03314, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36062, "top5_acc": 0.61938, "loss_cls": 6.37638, "loss": 6.37638, "time": 0.60329}
{"mode": "train", "epoch": 92, "iter": 1700, "lr": 0.03311, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.355, "top5_acc": 0.61344, "loss_cls": 6.42184, "loss": 6.42184, "time": 0.60321}
{"mode": "train", "epoch": 92, "iter": 1800, "lr": 0.03308, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35359, "top5_acc": 0.6175, "loss_cls": 6.42876, "loss": 6.42876, "time": 0.59967}
{"mode": "train", "epoch": 92, "iter": 1900, "lr": 0.03306, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35938, "top5_acc": 0.60891, "loss_cls": 6.43234, "loss": 6.43234, "time": 0.6033}
{"mode": "train", "epoch": 92, "iter": 2000, "lr": 0.03303, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35266, "top5_acc": 0.61375, "loss_cls": 6.4386, "loss": 6.4386, "time": 0.60281}
{"mode": "train", "epoch": 92, "iter": 2100, "lr": 0.033, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.35562, "top5_acc": 0.61656, "loss_cls": 6.41998, "loss": 6.41998, "time": 0.60805}
{"mode": "train", "epoch": 92, "iter": 2200, "lr": 0.03298, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.35281, "top5_acc": 0.62234, "loss_cls": 6.41602, "loss": 6.41602, "time": 0.6095}
{"mode": "train", "epoch": 92, "iter": 2300, "lr": 0.03295, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.35172, "top5_acc": 0.61531, "loss_cls": 6.42582, "loss": 6.42582, "time": 0.60626}
{"mode": "train", "epoch": 92, "iter": 2400, "lr": 0.03292, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.35484, "top5_acc": 0.62109, "loss_cls": 6.39271, "loss": 6.39271, "time": 0.61134}
{"mode": "train", "epoch": 92, "iter": 2500, "lr": 0.0329, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.35859, "top5_acc": 0.61719, "loss_cls": 6.37755, "loss": 6.37755, "time": 0.61459}
{"mode": "train", "epoch": 92, "iter": 2600, "lr": 0.03287, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.35922, "top5_acc": 0.6125, "loss_cls": 6.40493, "loss": 6.40493, "time": 0.60724}
{"mode": "train", "epoch": 92, "iter": 2700, "lr": 0.03285, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.34766, "top5_acc": 0.61625, "loss_cls": 6.42219, "loss": 6.42219, "time": 0.60864}
{"mode": "train", "epoch": 92, "iter": 2800, "lr": 0.03282, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35656, "top5_acc": 0.61984, "loss_cls": 6.40253, "loss": 6.40253, "time": 0.61003}
{"mode": "train", "epoch": 92, "iter": 2900, "lr": 0.03279, "memory": 16177, "data_time": 0.00049, "top1_acc": 0.34906, "top5_acc": 0.61438, "loss_cls": 6.42553, "loss": 6.42553, "time": 0.60432}
{"mode": "train", "epoch": 92, "iter": 3000, "lr": 0.03277, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.35047, "top5_acc": 0.60766, "loss_cls": 6.47647, "loss": 6.47647, "time": 0.60661}
{"mode": "train", "epoch": 92, "iter": 3100, "lr": 0.03274, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.35422, "top5_acc": 0.61969, "loss_cls": 6.41788, "loss": 6.41788, "time": 0.60892}
{"mode": "train", "epoch": 92, "iter": 3200, "lr": 0.03271, "memory": 16177, "data_time": 0.00048, "top1_acc": 0.33703, "top5_acc": 0.60266, "loss_cls": 6.49671, "loss": 6.49671, "time": 0.61078}
{"mode": "train", "epoch": 92, "iter": 3300, "lr": 0.03269, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.36266, "top5_acc": 0.615, "loss_cls": 6.39783, "loss": 6.39783, "time": 0.59897}
{"mode": "train", "epoch": 92, "iter": 3400, "lr": 0.03266, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34281, "top5_acc": 0.61469, "loss_cls": 6.44231, "loss": 6.44231, "time": 0.6008}
{"mode": "train", "epoch": 92, "iter": 3500, "lr": 0.03264, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36625, "top5_acc": 0.62047, "loss_cls": 6.38796, "loss": 6.38796, "time": 0.60185}
{"mode": "train", "epoch": 92, "iter": 3600, "lr": 0.03261, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.3575, "top5_acc": 0.62281, "loss_cls": 6.39809, "loss": 6.39809, "time": 0.59831}
{"mode": "train", "epoch": 92, "iter": 3700, "lr": 0.03258, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36172, "top5_acc": 0.61969, "loss_cls": 6.42001, "loss": 6.42001, "time": 0.59903}
{"mode": "val", "epoch": 92, "iter": 309, "lr": 0.03257, "top1_acc": 0.30801, "top5_acc": 0.56339, "mean_class_accuracy": 0.30779}
{"mode": "train", "epoch": 93, "iter": 100, "lr": 0.03255, "memory": 16177, "data_time": 1.43256, "top1_acc": 0.37422, "top5_acc": 0.62984, "loss_cls": 6.33637, "loss": 6.33637, "time": 2.02322}
{"mode": "train", "epoch": 93, "iter": 200, "lr": 0.03252, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36891, "top5_acc": 0.62484, "loss_cls": 6.37155, "loss": 6.37155, "time": 0.59392}
{"mode": "train", "epoch": 93, "iter": 300, "lr": 0.03249, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36891, "top5_acc": 0.63375, "loss_cls": 6.33686, "loss": 6.33686, "time": 0.59873}
{"mode": "train", "epoch": 93, "iter": 400, "lr": 0.03247, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35672, "top5_acc": 0.62844, "loss_cls": 6.35576, "loss": 6.35576, "time": 0.59977}
{"mode": "train", "epoch": 93, "iter": 500, "lr": 0.03244, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36719, "top5_acc": 0.62984, "loss_cls": 6.3694, "loss": 6.3694, "time": 0.60083}
{"mode": "train", "epoch": 93, "iter": 600, "lr": 0.03241, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35938, "top5_acc": 0.61859, "loss_cls": 6.38384, "loss": 6.38384, "time": 0.60361}
{"mode": "train", "epoch": 93, "iter": 700, "lr": 0.03239, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36172, "top5_acc": 0.63281, "loss_cls": 6.36348, "loss": 6.36348, "time": 0.6005}
{"mode": "train", "epoch": 93, "iter": 800, "lr": 0.03236, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36859, "top5_acc": 0.62781, "loss_cls": 6.34785, "loss": 6.34785, "time": 0.60227}
{"mode": "train", "epoch": 93, "iter": 900, "lr": 0.03234, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35844, "top5_acc": 0.61703, "loss_cls": 6.39789, "loss": 6.39789, "time": 0.60123}
{"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.03231, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.35891, "top5_acc": 0.61844, "loss_cls": 6.37201, "loss": 6.37201, "time": 0.6059}
{"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.03228, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.35188, "top5_acc": 0.61203, "loss_cls": 6.41101, "loss": 6.41101, "time": 0.60763}
{"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.03226, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.36594, "top5_acc": 0.62609, "loss_cls": 6.3878, "loss": 6.3878, "time": 0.61151}
{"mode": "train", "epoch": 93, "iter": 1300, "lr": 0.03223, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.35859, "top5_acc": 0.61125, "loss_cls": 6.41548, "loss": 6.41548, "time": 0.60268}
{"mode": "train", "epoch": 93, "iter": 1400, "lr": 0.03221, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.36531, "top5_acc": 0.62703, "loss_cls": 6.34112, "loss": 6.34112, "time": 0.60553}
{"mode": "train", "epoch": 93, "iter": 1500, "lr": 0.03218, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35188, "top5_acc": 0.61312, "loss_cls": 6.41984, "loss": 6.41984, "time": 0.6033}
{"mode": "train", "epoch": 93, "iter": 1600, "lr": 0.03215, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35547, "top5_acc": 0.605, "loss_cls": 6.45295, "loss": 6.45295, "time": 0.60147}
{"mode": "train", "epoch": 93, "iter": 1700, "lr": 0.03213, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35547, "top5_acc": 0.62, "loss_cls": 6.4062, "loss": 6.4062, "time": 0.60245}
{"mode": "train", "epoch": 93, "iter": 1800, "lr": 0.0321, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35422, "top5_acc": 0.62062, "loss_cls": 6.40496, "loss": 6.40496, "time": 0.60103}
{"mode": "train", "epoch": 93, "iter": 1900, "lr": 0.03207, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36, "top5_acc": 0.61953, "loss_cls": 6.40088, "loss": 6.40088, "time": 0.60303}
{"mode": "train", "epoch": 93, "iter": 2000, "lr": 0.03205, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35156, "top5_acc": 0.61344, "loss_cls": 6.40758, "loss": 6.40758, "time": 0.6001}
{"mode": "train", "epoch": 93, "iter": 2100, "lr": 0.03202, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36812, "top5_acc": 0.62219, "loss_cls": 6.38315, "loss": 6.38315, "time": 0.60001}
{"mode": "train", "epoch": 93, "iter": 2200, "lr": 0.032, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35609, "top5_acc": 0.61234, "loss_cls": 6.40412, "loss": 6.40412, "time": 0.60047}
{"mode": "train", "epoch": 93, "iter": 2300, "lr": 0.03197, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.35422, "top5_acc": 0.61219, "loss_cls": 6.44074, "loss": 6.44074, "time": 0.60361}
{"mode": "train", "epoch": 93, "iter": 2400, "lr": 0.03194, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36656, "top5_acc": 0.62062, "loss_cls": 6.39155, "loss": 6.39155, "time": 0.59958}
{"mode": "train", "epoch": 93, "iter": 2500, "lr": 0.03192, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35844, "top5_acc": 0.62172, "loss_cls": 6.40463, "loss": 6.40463, "time": 0.60315}
{"mode": "train", "epoch": 93, "iter": 2600, "lr": 0.03189, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.35812, "top5_acc": 0.61719, "loss_cls": 6.4095, "loss": 6.4095, "time": 0.60732}
{"mode": "train", "epoch": 93, "iter": 2700, "lr": 0.03187, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35703, "top5_acc": 0.61703, "loss_cls": 6.42312, "loss": 6.42312, "time": 0.6097}
{"mode": "train", "epoch": 93, "iter": 2800, "lr": 0.03184, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35875, "top5_acc": 0.62391, "loss_cls": 6.41082, "loss": 6.41082, "time": 0.60589}
{"mode": "train", "epoch": 93, "iter": 2900, "lr": 0.03181, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.35391, "top5_acc": 0.60984, "loss_cls": 6.4493, "loss": 6.4493, "time": 0.60431}
{"mode": "train", "epoch": 93, "iter": 3000, "lr": 0.03179, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.36625, "top5_acc": 0.61203, "loss_cls": 6.39335, "loss": 6.39335, "time": 0.61491}
{"mode": "train", "epoch": 93, "iter": 3100, "lr": 0.03176, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34953, "top5_acc": 0.61656, "loss_cls": 6.41621, "loss": 6.41621, "time": 0.61367}
{"mode": "train", "epoch": 93, "iter": 3200, "lr": 0.03174, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.35359, "top5_acc": 0.60922, "loss_cls": 6.42684, "loss": 6.42684, "time": 0.61074}
{"mode": "train", "epoch": 93, "iter": 3300, "lr": 0.03171, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36859, "top5_acc": 0.62687, "loss_cls": 6.36419, "loss": 6.36419, "time": 0.60411}
{"mode": "train", "epoch": 93, "iter": 3400, "lr": 0.03168, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35562, "top5_acc": 0.62266, "loss_cls": 6.40526, "loss": 6.40526, "time": 0.59803}
{"mode": "train", "epoch": 93, "iter": 3500, "lr": 0.03166, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36266, "top5_acc": 0.62766, "loss_cls": 6.37929, "loss": 6.37929, "time": 0.59606}
{"mode": "train", "epoch": 93, "iter": 3600, "lr": 0.03163, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36734, "top5_acc": 0.62875, "loss_cls": 6.3556, "loss": 6.3556, "time": 0.59435}
{"mode": "train", "epoch": 93, "iter": 3700, "lr": 0.03161, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36203, "top5_acc": 0.61531, "loss_cls": 6.42051, "loss": 6.42051, "time": 0.59785}
{"mode": "val", "epoch": 93, "iter": 309, "lr": 0.03159, "top1_acc": 0.2998, "top5_acc": 0.55336, "mean_class_accuracy": 0.29948}
{"mode": "train", "epoch": 94, "iter": 100, "lr": 0.03157, "memory": 16177, "data_time": 1.47554, "top1_acc": 0.37391, "top5_acc": 0.63328, "loss_cls": 6.32153, "loss": 6.32153, "time": 2.06456}
{"mode": "train", "epoch": 94, "iter": 200, "lr": 0.03154, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.37297, "top5_acc": 0.63297, "loss_cls": 6.32349, "loss": 6.32349, "time": 0.59372}
{"mode": "train", "epoch": 94, "iter": 300, "lr": 0.03152, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38203, "top5_acc": 0.63469, "loss_cls": 6.28916, "loss": 6.28916, "time": 0.59701}
{"mode": "train", "epoch": 94, "iter": 400, "lr": 0.03149, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36734, "top5_acc": 0.62734, "loss_cls": 6.34063, "loss": 6.34063, "time": 0.6036}
{"mode": "train", "epoch": 94, "iter": 500, "lr": 0.03146, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36359, "top5_acc": 0.62531, "loss_cls": 6.33902, "loss": 6.33902, "time": 0.60368}
{"mode": "train", "epoch": 94, "iter": 600, "lr": 0.03144, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36812, "top5_acc": 0.62, "loss_cls": 6.38444, "loss": 6.38444, "time": 0.60237}
{"mode": "train", "epoch": 94, "iter": 700, "lr": 0.03141, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.36328, "top5_acc": 0.62562, "loss_cls": 6.36564, "loss": 6.36564, "time": 0.60708}
{"mode": "train", "epoch": 94, "iter": 800, "lr": 0.03139, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36438, "top5_acc": 0.62625, "loss_cls": 6.35829, "loss": 6.35829, "time": 0.60414}
{"mode": "train", "epoch": 94, "iter": 900, "lr": 0.03136, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36766, "top5_acc": 0.6325, "loss_cls": 6.32745, "loss": 6.32745, "time": 0.60198}
{"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.03133, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.37594, "top5_acc": 0.62313, "loss_cls": 6.33985, "loss": 6.33985, "time": 0.60152}
{"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.03131, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.37016, "top5_acc": 0.62656, "loss_cls": 6.36812, "loss": 6.36812, "time": 0.60539}
{"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.03128, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.37031, "top5_acc": 0.62344, "loss_cls": 6.34973, "loss": 6.34973, "time": 0.6038}
{"mode": "train", "epoch": 94, "iter": 1300, "lr": 0.03126, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35969, "top5_acc": 0.62703, "loss_cls": 6.34624, "loss": 6.34624, "time": 0.60194}
{"mode": "train", "epoch": 94, "iter": 1400, "lr": 0.03123, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.35594, "top5_acc": 0.62922, "loss_cls": 6.38912, "loss": 6.38912, "time": 0.60944}
{"mode": "train", "epoch": 94, "iter": 1500, "lr": 0.0312, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.35594, "top5_acc": 0.62297, "loss_cls": 6.40348, "loss": 6.40348, "time": 0.60729}
{"mode": "train", "epoch": 94, "iter": 1600, "lr": 0.03118, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35531, "top5_acc": 0.62344, "loss_cls": 6.39276, "loss": 6.39276, "time": 0.60289}
{"mode": "train", "epoch": 94, "iter": 1700, "lr": 0.03115, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35875, "top5_acc": 0.61219, "loss_cls": 6.42441, "loss": 6.42441, "time": 0.60415}
{"mode": "train", "epoch": 94, "iter": 1800, "lr": 0.03113, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35531, "top5_acc": 0.61359, "loss_cls": 6.4298, "loss": 6.4298, "time": 0.60432}
{"mode": "train", "epoch": 94, "iter": 1900, "lr": 0.0311, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36297, "top5_acc": 0.62313, "loss_cls": 6.36875, "loss": 6.36875, "time": 0.60159}
{"mode": "train", "epoch": 94, "iter": 2000, "lr": 0.03108, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37297, "top5_acc": 0.63359, "loss_cls": 6.34158, "loss": 6.34158, "time": 0.60627}
{"mode": "train", "epoch": 94, "iter": 2100, "lr": 0.03105, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.35891, "top5_acc": 0.61547, "loss_cls": 6.42275, "loss": 6.42275, "time": 0.6109}
{"mode": "train", "epoch": 94, "iter": 2200, "lr": 0.03102, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.355, "top5_acc": 0.62266, "loss_cls": 6.36263, "loss": 6.36263, "time": 0.61041}
{"mode": "train", "epoch": 94, "iter": 2300, "lr": 0.031, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.36703, "top5_acc": 0.62219, "loss_cls": 6.38548, "loss": 6.38548, "time": 0.6124}
{"mode": "train", "epoch": 94, "iter": 2400, "lr": 0.03097, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.35922, "top5_acc": 0.62094, "loss_cls": 6.40114, "loss": 6.40114, "time": 0.60594}
{"mode": "train", "epoch": 94, "iter": 2500, "lr": 0.03095, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.36516, "top5_acc": 0.62375, "loss_cls": 6.37676, "loss": 6.37676, "time": 0.60665}
{"mode": "train", "epoch": 94, "iter": 2600, "lr": 0.03092, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.35609, "top5_acc": 0.61938, "loss_cls": 6.40877, "loss": 6.40877, "time": 0.60833}
{"mode": "train", "epoch": 94, "iter": 2700, "lr": 0.03089, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35875, "top5_acc": 0.62969, "loss_cls": 6.37287, "loss": 6.37287, "time": 0.61033}
{"mode": "train", "epoch": 94, "iter": 2800, "lr": 0.03087, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36, "top5_acc": 0.61, "loss_cls": 6.40731, "loss": 6.40731, "time": 0.60543}
{"mode": "train", "epoch": 94, "iter": 2900, "lr": 0.03084, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.36281, "top5_acc": 0.62, "loss_cls": 6.38294, "loss": 6.38294, "time": 0.60819}
{"mode": "train", "epoch": 94, "iter": 3000, "lr": 0.03082, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.35828, "top5_acc": 0.62125, "loss_cls": 6.40861, "loss": 6.40861, "time": 0.62176}
{"mode": "train", "epoch": 94, "iter": 3100, "lr": 0.03079, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.36719, "top5_acc": 0.62781, "loss_cls": 6.35708, "loss": 6.35708, "time": 0.60692}
{"mode": "train", "epoch": 94, "iter": 3200, "lr": 0.03077, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35203, "top5_acc": 0.62109, "loss_cls": 6.4178, "loss": 6.4178, "time": 0.60188}
{"mode": "train", "epoch": 94, "iter": 3300, "lr": 0.03074, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34812, "top5_acc": 0.61281, "loss_cls": 6.44197, "loss": 6.44197, "time": 0.60647}
{"mode": "train", "epoch": 94, "iter": 3400, "lr": 0.03071, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36609, "top5_acc": 0.62297, "loss_cls": 6.37873, "loss": 6.37873, "time": 0.59906}
{"mode": "train", "epoch": 94, "iter": 3500, "lr": 0.03069, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35984, "top5_acc": 0.615, "loss_cls": 6.40455, "loss": 6.40455, "time": 0.60139}
{"mode": "train", "epoch": 94, "iter": 3600, "lr": 0.03066, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35906, "top5_acc": 0.61594, "loss_cls": 6.41646, "loss": 6.41646, "time": 0.59988}
{"mode": "train", "epoch": 94, "iter": 3700, "lr": 0.03064, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.365, "top5_acc": 0.62375, "loss_cls": 6.36417, "loss": 6.36417, "time": 0.59973}
{"mode": "val", "epoch": 94, "iter": 309, "lr": 0.03062, "top1_acc": 0.29246, "top5_acc": 0.54921, "mean_class_accuracy": 0.29223}
{"mode": "train", "epoch": 95, "iter": 100, "lr": 0.0306, "memory": 16177, "data_time": 1.47122, "top1_acc": 0.37734, "top5_acc": 0.63125, "loss_cls": 6.31511, "loss": 6.31511, "time": 2.06576}
{"mode": "train", "epoch": 95, "iter": 200, "lr": 0.03057, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37188, "top5_acc": 0.63234, "loss_cls": 6.34814, "loss": 6.34814, "time": 0.59406}
{"mode": "train", "epoch": 95, "iter": 300, "lr": 0.03055, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37094, "top5_acc": 0.62203, "loss_cls": 6.35984, "loss": 6.35984, "time": 0.60114}
{"mode": "train", "epoch": 95, "iter": 400, "lr": 0.03052, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37547, "top5_acc": 0.63656, "loss_cls": 6.32344, "loss": 6.32344, "time": 0.60244}
{"mode": "train", "epoch": 95, "iter": 500, "lr": 0.0305, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37078, "top5_acc": 0.64281, "loss_cls": 6.30875, "loss": 6.30875, "time": 0.60187}
{"mode": "train", "epoch": 95, "iter": 600, "lr": 0.03047, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.36516, "top5_acc": 0.63203, "loss_cls": 6.34959, "loss": 6.34959, "time": 0.60486}
{"mode": "train", "epoch": 95, "iter": 700, "lr": 0.03044, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34797, "top5_acc": 0.61625, "loss_cls": 6.40047, "loss": 6.40047, "time": 0.60371}
{"mode": "train", "epoch": 95, "iter": 800, "lr": 0.03042, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.36812, "top5_acc": 0.62844, "loss_cls": 6.3396, "loss": 6.3396, "time": 0.60809}
{"mode": "train", "epoch": 95, "iter": 900, "lr": 0.03039, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.36453, "top5_acc": 0.62531, "loss_cls": 6.36601, "loss": 6.36601, "time": 0.61223}
{"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.03037, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.36984, "top5_acc": 0.62484, "loss_cls": 6.34108, "loss": 6.34108, "time": 0.60814}
{"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.03034, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37562, "top5_acc": 0.625, "loss_cls": 6.33317, "loss": 6.33317, "time": 0.6036}
{"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.03032, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36484, "top5_acc": 0.61719, "loss_cls": 6.38468, "loss": 6.38468, "time": 0.60092}
{"mode": "train", "epoch": 95, "iter": 1300, "lr": 0.03029, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36203, "top5_acc": 0.62031, "loss_cls": 6.37311, "loss": 6.37311, "time": 0.60257}
{"mode": "train", "epoch": 95, "iter": 1400, "lr": 0.03026, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36141, "top5_acc": 0.62125, "loss_cls": 6.37894, "loss": 6.37894, "time": 0.60096}
{"mode": "train", "epoch": 95, "iter": 1500, "lr": 0.03024, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.35672, "top5_acc": 0.62266, "loss_cls": 6.38764, "loss": 6.38764, "time": 0.59876}
{"mode": "train", "epoch": 95, "iter": 1600, "lr": 0.03021, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36578, "top5_acc": 0.62531, "loss_cls": 6.34483, "loss": 6.34483, "time": 0.60211}
{"mode": "train", "epoch": 95, "iter": 1700, "lr": 0.03019, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37453, "top5_acc": 0.62391, "loss_cls": 6.37041, "loss": 6.37041, "time": 0.60212}
{"mode": "train", "epoch": 95, "iter": 1800, "lr": 0.03016, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3575, "top5_acc": 0.62047, "loss_cls": 6.38386, "loss": 6.38386, "time": 0.60408}
{"mode": "train", "epoch": 95, "iter": 1900, "lr": 0.03014, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37031, "top5_acc": 0.62687, "loss_cls": 6.33611, "loss": 6.33611, "time": 0.60128}
{"mode": "train", "epoch": 95, "iter": 2000, "lr": 0.03011, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.36688, "top5_acc": 0.62719, "loss_cls": 6.33719, "loss": 6.33719, "time": 0.59989}
{"mode": "train", "epoch": 95, "iter": 2100, "lr": 0.03008, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36062, "top5_acc": 0.62594, "loss_cls": 6.35584, "loss": 6.35584, "time": 0.60299}
{"mode": "train", "epoch": 95, "iter": 2200, "lr": 0.03006, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36859, "top5_acc": 0.62281, "loss_cls": 6.36847, "loss": 6.36847, "time": 0.60091}
{"mode": "train", "epoch": 95, "iter": 2300, "lr": 0.03003, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36219, "top5_acc": 0.62609, "loss_cls": 6.36044, "loss": 6.36044, "time": 0.60356}
{"mode": "train", "epoch": 95, "iter": 2400, "lr": 0.03001, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36891, "top5_acc": 0.62828, "loss_cls": 6.34767, "loss": 6.34767, "time": 0.60158}
{"mode": "train", "epoch": 95, "iter": 2500, "lr": 0.02998, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.35703, "top5_acc": 0.61406, "loss_cls": 6.42366, "loss": 6.42366, "time": 0.60534}
{"mode": "train", "epoch": 95, "iter": 2600, "lr": 0.02996, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36344, "top5_acc": 0.61734, "loss_cls": 6.38761, "loss": 6.38761, "time": 0.61369}
{"mode": "train", "epoch": 95, "iter": 2700, "lr": 0.02993, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36484, "top5_acc": 0.62984, "loss_cls": 6.34977, "loss": 6.34977, "time": 0.60267}
{"mode": "train", "epoch": 95, "iter": 2800, "lr": 0.02991, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36469, "top5_acc": 0.6225, "loss_cls": 6.37758, "loss": 6.37758, "time": 0.60733}
{"mode": "train", "epoch": 95, "iter": 2900, "lr": 0.02988, "memory": 16177, "data_time": 0.00049, "top1_acc": 0.36531, "top5_acc": 0.62891, "loss_cls": 6.32647, "loss": 6.32647, "time": 0.61895}
{"mode": "train", "epoch": 95, "iter": 3000, "lr": 0.02985, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36141, "top5_acc": 0.61703, "loss_cls": 6.40014, "loss": 6.40014, "time": 0.61738}
{"mode": "train", "epoch": 95, "iter": 3100, "lr": 0.02983, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.36281, "top5_acc": 0.62391, "loss_cls": 6.39092, "loss": 6.39092, "time": 0.60346}
{"mode": "train", "epoch": 95, "iter": 3200, "lr": 0.0298, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.36344, "top5_acc": 0.62625, "loss_cls": 6.37255, "loss": 6.37255, "time": 0.60344}
{"mode": "train", "epoch": 95, "iter": 3300, "lr": 0.02978, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.36172, "top5_acc": 0.63203, "loss_cls": 6.33643, "loss": 6.33643, "time": 0.5979}
{"mode": "train", "epoch": 95, "iter": 3400, "lr": 0.02975, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.35875, "top5_acc": 0.615, "loss_cls": 6.41954, "loss": 6.41954, "time": 0.59753}
{"mode": "train", "epoch": 95, "iter": 3500, "lr": 0.02973, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36656, "top5_acc": 0.63328, "loss_cls": 6.3465, "loss": 6.3465, "time": 0.59945}
{"mode": "train", "epoch": 95, "iter": 3600, "lr": 0.0297, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35547, "top5_acc": 0.61391, "loss_cls": 6.41639, "loss": 6.41639, "time": 0.6002}
{"mode": "train", "epoch": 95, "iter": 3700, "lr": 0.02968, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36703, "top5_acc": 0.62031, "loss_cls": 6.38007, "loss": 6.38007, "time": 0.60077}
{"mode": "val", "epoch": 95, "iter": 309, "lr": 0.02966, "top1_acc": 0.30492, "top5_acc": 0.55934, "mean_class_accuracy": 0.30456}
{"mode": "train", "epoch": 96, "iter": 100, "lr": 0.02964, "memory": 16177, "data_time": 1.40725, "top1_acc": 0.38344, "top5_acc": 0.64328, "loss_cls": 6.27469, "loss": 6.27469, "time": 2.00063}
{"mode": "train", "epoch": 96, "iter": 200, "lr": 0.02961, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37578, "top5_acc": 0.64188, "loss_cls": 6.30946, "loss": 6.30946, "time": 0.59914}
{"mode": "train", "epoch": 96, "iter": 300, "lr": 0.02959, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38156, "top5_acc": 0.63141, "loss_cls": 6.3105, "loss": 6.3105, "time": 0.59883}
{"mode": "train", "epoch": 96, "iter": 400, "lr": 0.02956, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37172, "top5_acc": 0.62375, "loss_cls": 6.36153, "loss": 6.36153, "time": 0.60246}
{"mode": "train", "epoch": 96, "iter": 500, "lr": 0.02954, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37188, "top5_acc": 0.62625, "loss_cls": 6.35007, "loss": 6.35007, "time": 0.60199}
{"mode": "train", "epoch": 96, "iter": 600, "lr": 0.02951, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38719, "top5_acc": 0.64469, "loss_cls": 6.26183, "loss": 6.26183, "time": 0.60404}
{"mode": "train", "epoch": 96, "iter": 700, "lr": 0.02948, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36656, "top5_acc": 0.62078, "loss_cls": 6.36, "loss": 6.36, "time": 0.60175}
{"mode": "train", "epoch": 96, "iter": 800, "lr": 0.02946, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36609, "top5_acc": 0.62687, "loss_cls": 6.33229, "loss": 6.33229, "time": 0.60244}
{"mode": "train", "epoch": 96, "iter": 900, "lr": 0.02943, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36828, "top5_acc": 0.63109, "loss_cls": 6.33336, "loss": 6.33336, "time": 0.60527}
{"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.02941, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.38297, "top5_acc": 0.63094, "loss_cls": 6.30632, "loss": 6.30632, "time": 0.60392}
{"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.02938, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.36375, "top5_acc": 0.63438, "loss_cls": 6.33129, "loss": 6.33129, "time": 0.60472}
{"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.02936, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.36594, "top5_acc": 0.62734, "loss_cls": 6.35427, "loss": 6.35427, "time": 0.60326}
{"mode": "train", "epoch": 96, "iter": 1300, "lr": 0.02933, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37406, "top5_acc": 0.63703, "loss_cls": 6.31776, "loss": 6.31776, "time": 0.59997}
{"mode": "train", "epoch": 96, "iter": 1400, "lr": 0.02931, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36516, "top5_acc": 0.62672, "loss_cls": 6.34589, "loss": 6.34589, "time": 0.60371}
{"mode": "train", "epoch": 96, "iter": 1500, "lr": 0.02928, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37062, "top5_acc": 0.63281, "loss_cls": 6.32332, "loss": 6.32332, "time": 0.60226}
{"mode": "train", "epoch": 96, "iter": 1600, "lr": 0.02926, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36, "top5_acc": 0.61781, "loss_cls": 6.37325, "loss": 6.37325, "time": 0.60373}
{"mode": "train", "epoch": 96, "iter": 1700, "lr": 0.02923, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36688, "top5_acc": 0.62516, "loss_cls": 6.35035, "loss": 6.35035, "time": 0.60748}
{"mode": "train", "epoch": 96, "iter": 1800, "lr": 0.0292, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.36672, "top5_acc": 0.61719, "loss_cls": 6.35904, "loss": 6.35904, "time": 0.60564}
{"mode": "train", "epoch": 96, "iter": 1900, "lr": 0.02918, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.36047, "top5_acc": 0.62578, "loss_cls": 6.37326, "loss": 6.37326, "time": 0.60477}
{"mode": "train", "epoch": 96, "iter": 2000, "lr": 0.02915, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36859, "top5_acc": 0.62594, "loss_cls": 6.35718, "loss": 6.35718, "time": 0.6042}
{"mode": "train", "epoch": 96, "iter": 2100, "lr": 0.02913, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35844, "top5_acc": 0.61625, "loss_cls": 6.42356, "loss": 6.42356, "time": 0.60274}
{"mode": "train", "epoch": 96, "iter": 2200, "lr": 0.0291, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36141, "top5_acc": 0.62141, "loss_cls": 6.38528, "loss": 6.38528, "time": 0.60283}
{"mode": "train", "epoch": 96, "iter": 2300, "lr": 0.02908, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36781, "top5_acc": 0.62703, "loss_cls": 6.34639, "loss": 6.34639, "time": 0.60323}
{"mode": "train", "epoch": 96, "iter": 2400, "lr": 0.02905, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36219, "top5_acc": 0.62359, "loss_cls": 6.38821, "loss": 6.38821, "time": 0.60941}
{"mode": "train", "epoch": 96, "iter": 2500, "lr": 0.02903, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36984, "top5_acc": 0.62203, "loss_cls": 6.3662, "loss": 6.3662, "time": 0.60787}
{"mode": "train", "epoch": 96, "iter": 2600, "lr": 0.029, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.36125, "top5_acc": 0.61953, "loss_cls": 6.38799, "loss": 6.38799, "time": 0.60564}
{"mode": "train", "epoch": 96, "iter": 2700, "lr": 0.02898, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36859, "top5_acc": 0.63266, "loss_cls": 6.3485, "loss": 6.3485, "time": 0.60383}
{"mode": "train", "epoch": 96, "iter": 2800, "lr": 0.02895, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36109, "top5_acc": 0.62656, "loss_cls": 6.3903, "loss": 6.3903, "time": 0.60623}
{"mode": "train", "epoch": 96, "iter": 2900, "lr": 0.02893, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.35906, "top5_acc": 0.61719, "loss_cls": 6.38311, "loss": 6.38311, "time": 0.6175}
{"mode": "train", "epoch": 96, "iter": 3000, "lr": 0.0289, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.36641, "top5_acc": 0.63391, "loss_cls": 6.3674, "loss": 6.3674, "time": 0.61041}
{"mode": "train", "epoch": 96, "iter": 3100, "lr": 0.02887, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.3875, "top5_acc": 0.63922, "loss_cls": 6.28179, "loss": 6.28179, "time": 0.60382}
{"mode": "train", "epoch": 96, "iter": 3200, "lr": 0.02885, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.36203, "top5_acc": 0.62687, "loss_cls": 6.36354, "loss": 6.36354, "time": 0.60027}
{"mode": "train", "epoch": 96, "iter": 3300, "lr": 0.02882, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36891, "top5_acc": 0.63109, "loss_cls": 6.35097, "loss": 6.35097, "time": 0.6015}
{"mode": "train", "epoch": 96, "iter": 3400, "lr": 0.0288, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36156, "top5_acc": 0.62453, "loss_cls": 6.35266, "loss": 6.35266, "time": 0.5998}
{"mode": "train", "epoch": 96, "iter": 3500, "lr": 0.02877, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36312, "top5_acc": 0.62406, "loss_cls": 6.36675, "loss": 6.36675, "time": 0.59933}
{"mode": "train", "epoch": 96, "iter": 3600, "lr": 0.02875, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36062, "top5_acc": 0.61797, "loss_cls": 6.41583, "loss": 6.41583, "time": 0.60358}
{"mode": "train", "epoch": 96, "iter": 3700, "lr": 0.02872, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37094, "top5_acc": 0.63359, "loss_cls": 6.35822, "loss": 6.35822, "time": 0.60131}
{"mode": "val", "epoch": 96, "iter": 309, "lr": 0.02871, "top1_acc": 0.29778, "top5_acc": 0.55265, "mean_class_accuracy": 0.2976}
{"mode": "train", "epoch": 97, "iter": 100, "lr": 0.02869, "memory": 16177, "data_time": 1.39478, "top1_acc": 0.38562, "top5_acc": 0.64688, "loss_cls": 6.25902, "loss": 6.25902, "time": 1.98709}
{"mode": "train", "epoch": 97, "iter": 200, "lr": 0.02866, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37922, "top5_acc": 0.64219, "loss_cls": 6.29925, "loss": 6.29925, "time": 0.59378}
{"mode": "train", "epoch": 97, "iter": 300, "lr": 0.02864, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.37969, "top5_acc": 0.64078, "loss_cls": 6.26035, "loss": 6.26035, "time": 0.59817}
{"mode": "train", "epoch": 97, "iter": 400, "lr": 0.02861, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37438, "top5_acc": 0.62938, "loss_cls": 6.31297, "loss": 6.31297, "time": 0.60198}
{"mode": "train", "epoch": 97, "iter": 500, "lr": 0.02858, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38156, "top5_acc": 0.63703, "loss_cls": 6.30448, "loss": 6.30448, "time": 0.60372}
{"mode": "train", "epoch": 97, "iter": 600, "lr": 0.02856, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37078, "top5_acc": 0.63031, "loss_cls": 6.31707, "loss": 6.31707, "time": 0.60198}
{"mode": "train", "epoch": 97, "iter": 700, "lr": 0.02853, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36609, "top5_acc": 0.63719, "loss_cls": 6.31113, "loss": 6.31113, "time": 0.60482}
{"mode": "train", "epoch": 97, "iter": 800, "lr": 0.02851, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37031, "top5_acc": 0.62719, "loss_cls": 6.35307, "loss": 6.35307, "time": 0.60154}
{"mode": "train", "epoch": 97, "iter": 900, "lr": 0.02848, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37438, "top5_acc": 0.63453, "loss_cls": 6.3265, "loss": 6.3265, "time": 0.60269}
{"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.02846, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36828, "top5_acc": 0.63047, "loss_cls": 6.34365, "loss": 6.34365, "time": 0.60201}
{"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.02843, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38078, "top5_acc": 0.64234, "loss_cls": 6.27518, "loss": 6.27518, "time": 0.60167}
{"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.02841, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36938, "top5_acc": 0.61953, "loss_cls": 6.38013, "loss": 6.38013, "time": 0.60239}
{"mode": "train", "epoch": 97, "iter": 1300, "lr": 0.02838, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37234, "top5_acc": 0.63375, "loss_cls": 6.31349, "loss": 6.31349, "time": 0.60399}
{"mode": "train", "epoch": 97, "iter": 1400, "lr": 0.02836, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37797, "top5_acc": 0.63844, "loss_cls": 6.30208, "loss": 6.30208, "time": 0.6018}
{"mode": "train", "epoch": 97, "iter": 1500, "lr": 0.02833, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36516, "top5_acc": 0.62469, "loss_cls": 6.33876, "loss": 6.33876, "time": 0.60311}
{"mode": "train", "epoch": 97, "iter": 1600, "lr": 0.02831, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36062, "top5_acc": 0.62969, "loss_cls": 6.36905, "loss": 6.36905, "time": 0.60106}
{"mode": "train", "epoch": 97, "iter": 1700, "lr": 0.02828, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37094, "top5_acc": 0.63469, "loss_cls": 6.34069, "loss": 6.34069, "time": 0.60395}
{"mode": "train", "epoch": 97, "iter": 1800, "lr": 0.02826, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.37672, "top5_acc": 0.63422, "loss_cls": 6.31373, "loss": 6.31373, "time": 0.60444}
{"mode": "train", "epoch": 97, "iter": 1900, "lr": 0.02823, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.36688, "top5_acc": 0.61703, "loss_cls": 6.38308, "loss": 6.38308, "time": 0.60951}
{"mode": "train", "epoch": 97, "iter": 2000, "lr": 0.02821, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.35828, "top5_acc": 0.62344, "loss_cls": 6.37416, "loss": 6.37416, "time": 0.60983}
{"mode": "train", "epoch": 97, "iter": 2100, "lr": 0.02818, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.37125, "top5_acc": 0.63625, "loss_cls": 6.31392, "loss": 6.31392, "time": 0.61044}
{"mode": "train", "epoch": 97, "iter": 2200, "lr": 0.02816, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.37219, "top5_acc": 0.62609, "loss_cls": 6.34443, "loss": 6.34443, "time": 0.60893}
{"mode": "train", "epoch": 97, "iter": 2300, "lr": 0.02813, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.35531, "top5_acc": 0.62, "loss_cls": 6.35896, "loss": 6.35896, "time": 0.60604}
{"mode": "train", "epoch": 97, "iter": 2400, "lr": 0.02811, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.36859, "top5_acc": 0.62594, "loss_cls": 6.36859, "loss": 6.36859, "time": 0.60897}
{"mode": "train", "epoch": 97, "iter": 2500, "lr": 0.02808, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36344, "top5_acc": 0.62156, "loss_cls": 6.39467, "loss": 6.39467, "time": 0.61535}
{"mode": "train", "epoch": 97, "iter": 2600, "lr": 0.02806, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36391, "top5_acc": 0.62844, "loss_cls": 6.36215, "loss": 6.36215, "time": 0.60798}
{"mode": "train", "epoch": 97, "iter": 2700, "lr": 0.02803, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.35828, "top5_acc": 0.62531, "loss_cls": 6.39246, "loss": 6.39246, "time": 0.60389}
{"mode": "train", "epoch": 97, "iter": 2800, "lr": 0.02801, "memory": 16177, "data_time": 0.00048, "top1_acc": 0.36672, "top5_acc": 0.63344, "loss_cls": 6.34956, "loss": 6.34956, "time": 0.61357}
{"mode": "train", "epoch": 97, "iter": 2900, "lr": 0.02798, "memory": 16177, "data_time": 0.00051, "top1_acc": 0.37, "top5_acc": 0.62875, "loss_cls": 6.31249, "loss": 6.31249, "time": 0.61899}
{"mode": "train", "epoch": 97, "iter": 3000, "lr": 0.02796, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37312, "top5_acc": 0.62516, "loss_cls": 6.33243, "loss": 6.33243, "time": 0.60608}
{"mode": "train", "epoch": 97, "iter": 3100, "lr": 0.02793, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.36906, "top5_acc": 0.62797, "loss_cls": 6.35887, "loss": 6.35887, "time": 0.60274}
{"mode": "train", "epoch": 97, "iter": 3200, "lr": 0.02791, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.37172, "top5_acc": 0.6325, "loss_cls": 6.32923, "loss": 6.32923, "time": 0.60332}
{"mode": "train", "epoch": 97, "iter": 3300, "lr": 0.02788, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36906, "top5_acc": 0.61984, "loss_cls": 6.37597, "loss": 6.37597, "time": 0.60164}
{"mode": "train", "epoch": 97, "iter": 3400, "lr": 0.02786, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.37969, "top5_acc": 0.63266, "loss_cls": 6.30452, "loss": 6.30452, "time": 0.59778}
{"mode": "train", "epoch": 97, "iter": 3500, "lr": 0.02783, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36562, "top5_acc": 0.62797, "loss_cls": 6.37177, "loss": 6.37177, "time": 0.59943}
{"mode": "train", "epoch": 97, "iter": 3600, "lr": 0.02781, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37516, "top5_acc": 0.62984, "loss_cls": 6.35711, "loss": 6.35711, "time": 0.60334}
{"mode": "train", "epoch": 97, "iter": 3700, "lr": 0.02778, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.36047, "top5_acc": 0.62281, "loss_cls": 6.3828, "loss": 6.3828, "time": 0.60265}
{"mode": "val", "epoch": 97, "iter": 309, "lr": 0.02777, "top1_acc": 0.30507, "top5_acc": 0.56116, "mean_class_accuracy": 0.3049}
{"mode": "train", "epoch": 98, "iter": 100, "lr": 0.02774, "memory": 16177, "data_time": 1.41398, "top1_acc": 0.38031, "top5_acc": 0.63438, "loss_cls": 6.29017, "loss": 6.29017, "time": 2.00623}
{"mode": "train", "epoch": 98, "iter": 200, "lr": 0.02772, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.37641, "top5_acc": 0.6425, "loss_cls": 6.27981, "loss": 6.27981, "time": 0.59424}
{"mode": "train", "epoch": 98, "iter": 300, "lr": 0.02769, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38438, "top5_acc": 0.64031, "loss_cls": 6.26967, "loss": 6.26967, "time": 0.60048}
{"mode": "train", "epoch": 98, "iter": 400, "lr": 0.02767, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36422, "top5_acc": 0.63516, "loss_cls": 6.3486, "loss": 6.3486, "time": 0.59915}
{"mode": "train", "epoch": 98, "iter": 500, "lr": 0.02764, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37984, "top5_acc": 0.63719, "loss_cls": 6.27382, "loss": 6.27382, "time": 0.60134}
{"mode": "train", "epoch": 98, "iter": 600, "lr": 0.02762, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37812, "top5_acc": 0.6275, "loss_cls": 6.32512, "loss": 6.32512, "time": 0.60471}
{"mode": "train", "epoch": 98, "iter": 700, "lr": 0.02759, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37594, "top5_acc": 0.635, "loss_cls": 6.31396, "loss": 6.31396, "time": 0.60344}
{"mode": "train", "epoch": 98, "iter": 800, "lr": 0.02757, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.38141, "top5_acc": 0.63641, "loss_cls": 6.28246, "loss": 6.28246, "time": 0.6}
{"mode": "train", "epoch": 98, "iter": 900, "lr": 0.02754, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37906, "top5_acc": 0.62844, "loss_cls": 6.31416, "loss": 6.31416, "time": 0.60153}
{"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.02752, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.37688, "top5_acc": 0.64188, "loss_cls": 6.27157, "loss": 6.27157, "time": 0.60164}
{"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.02749, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.36594, "top5_acc": 0.64109, "loss_cls": 6.31083, "loss": 6.31083, "time": 0.59825}
{"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.02747, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3825, "top5_acc": 0.635, "loss_cls": 6.2978, "loss": 6.2978, "time": 0.60428}
{"mode": "train", "epoch": 98, "iter": 1300, "lr": 0.02744, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36484, "top5_acc": 0.62406, "loss_cls": 6.3306, "loss": 6.3306, "time": 0.60078}
{"mode": "train", "epoch": 98, "iter": 1400, "lr": 0.02742, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36406, "top5_acc": 0.63484, "loss_cls": 6.35266, "loss": 6.35266, "time": 0.60423}
{"mode": "train", "epoch": 98, "iter": 1500, "lr": 0.02739, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.38125, "top5_acc": 0.64344, "loss_cls": 6.28988, "loss": 6.28988, "time": 0.60948}
{"mode": "train", "epoch": 98, "iter": 1600, "lr": 0.02737, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.37031, "top5_acc": 0.625, "loss_cls": 6.34306, "loss": 6.34306, "time": 0.60843}
{"mode": "train", "epoch": 98, "iter": 1700, "lr": 0.02734, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.37828, "top5_acc": 0.63938, "loss_cls": 6.28596, "loss": 6.28596, "time": 0.60678}
{"mode": "train", "epoch": 98, "iter": 1800, "lr": 0.02732, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37422, "top5_acc": 0.63766, "loss_cls": 6.30863, "loss": 6.30863, "time": 0.60032}
{"mode": "train", "epoch": 98, "iter": 1900, "lr": 0.02729, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37375, "top5_acc": 0.63031, "loss_cls": 6.32639, "loss": 6.32639, "time": 0.60258}
{"mode": "train", "epoch": 98, "iter": 2000, "lr": 0.02727, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36453, "top5_acc": 0.62734, "loss_cls": 6.35885, "loss": 6.35885, "time": 0.60196}
{"mode": "train", "epoch": 98, "iter": 2100, "lr": 0.02724, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.38031, "top5_acc": 0.64375, "loss_cls": 6.26536, "loss": 6.26536, "time": 0.60465}
{"mode": "train", "epoch": 98, "iter": 2200, "lr": 0.02722, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37203, "top5_acc": 0.63766, "loss_cls": 6.30608, "loss": 6.30608, "time": 0.60207}
{"mode": "train", "epoch": 98, "iter": 2300, "lr": 0.02719, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37016, "top5_acc": 0.63125, "loss_cls": 6.31912, "loss": 6.31912, "time": 0.6076}
{"mode": "train", "epoch": 98, "iter": 2400, "lr": 0.02717, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.3775, "top5_acc": 0.63578, "loss_cls": 6.31641, "loss": 6.31641, "time": 0.61081}
{"mode": "train", "epoch": 98, "iter": 2500, "lr": 0.02714, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36969, "top5_acc": 0.62922, "loss_cls": 6.35796, "loss": 6.35796, "time": 0.60542}
{"mode": "train", "epoch": 98, "iter": 2600, "lr": 0.02712, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.35625, "top5_acc": 0.62609, "loss_cls": 6.34233, "loss": 6.34233, "time": 0.60489}
{"mode": "train", "epoch": 98, "iter": 2700, "lr": 0.02709, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36859, "top5_acc": 0.62656, "loss_cls": 6.34685, "loss": 6.34685, "time": 0.60779}
{"mode": "train", "epoch": 98, "iter": 2800, "lr": 0.02707, "memory": 16177, "data_time": 0.00049, "top1_acc": 0.36266, "top5_acc": 0.61859, "loss_cls": 6.36433, "loss": 6.36433, "time": 0.61931}
{"mode": "train", "epoch": 98, "iter": 2900, "lr": 0.02705, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.37812, "top5_acc": 0.62266, "loss_cls": 6.36333, "loss": 6.36333, "time": 0.61206}
{"mode": "train", "epoch": 98, "iter": 3000, "lr": 0.02702, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.38344, "top5_acc": 0.63406, "loss_cls": 6.31285, "loss": 6.31285, "time": 0.60473}
{"mode": "train", "epoch": 98, "iter": 3100, "lr": 0.027, "memory": 16177, "data_time": 0.0006, "top1_acc": 0.36797, "top5_acc": 0.63281, "loss_cls": 6.3247, "loss": 6.3247, "time": 0.60579}
{"mode": "train", "epoch": 98, "iter": 3200, "lr": 0.02697, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.37422, "top5_acc": 0.63609, "loss_cls": 6.28994, "loss": 6.28994, "time": 0.60597}
{"mode": "train", "epoch": 98, "iter": 3300, "lr": 0.02695, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36922, "top5_acc": 0.63562, "loss_cls": 6.33088, "loss": 6.33088, "time": 0.59877}
{"mode": "train", "epoch": 98, "iter": 3400, "lr": 0.02692, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3725, "top5_acc": 0.62813, "loss_cls": 6.32597, "loss": 6.32597, "time": 0.60018}
{"mode": "train", "epoch": 98, "iter": 3500, "lr": 0.0269, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36938, "top5_acc": 0.63625, "loss_cls": 6.31685, "loss": 6.31685, "time": 0.60195}
{"mode": "train", "epoch": 98, "iter": 3600, "lr": 0.02687, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37156, "top5_acc": 0.62047, "loss_cls": 6.36849, "loss": 6.36849, "time": 0.60249}
{"mode": "train", "epoch": 98, "iter": 3700, "lr": 0.02685, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.37328, "top5_acc": 0.63719, "loss_cls": 6.31928, "loss": 6.31928, "time": 0.60924}
{"mode": "val", "epoch": 98, "iter": 309, "lr": 0.02684, "top1_acc": 0.3188, "top5_acc": 0.56628, "mean_class_accuracy": 0.31839}
{"mode": "train", "epoch": 99, "iter": 100, "lr": 0.02681, "memory": 16177, "data_time": 1.49402, "top1_acc": 0.37766, "top5_acc": 0.64172, "loss_cls": 6.26586, "loss": 6.26586, "time": 2.08953}
{"mode": "train", "epoch": 99, "iter": 200, "lr": 0.02679, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37953, "top5_acc": 0.64859, "loss_cls": 6.23541, "loss": 6.23541, "time": 0.59532}
{"mode": "train", "epoch": 99, "iter": 300, "lr": 0.02676, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.37828, "top5_acc": 0.63641, "loss_cls": 6.27059, "loss": 6.27059, "time": 0.60203}
{"mode": "train", "epoch": 99, "iter": 400, "lr": 0.02674, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38234, "top5_acc": 0.64031, "loss_cls": 6.26934, "loss": 6.26934, "time": 0.60049}
{"mode": "train", "epoch": 99, "iter": 500, "lr": 0.02671, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37328, "top5_acc": 0.63484, "loss_cls": 6.31277, "loss": 6.31277, "time": 0.60224}
{"mode": "train", "epoch": 99, "iter": 600, "lr": 0.02669, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.3825, "top5_acc": 0.64422, "loss_cls": 6.2558, "loss": 6.2558, "time": 0.59993}
{"mode": "train", "epoch": 99, "iter": 700, "lr": 0.02666, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38094, "top5_acc": 0.64281, "loss_cls": 6.25531, "loss": 6.25531, "time": 0.60375}
{"mode": "train", "epoch": 99, "iter": 800, "lr": 0.02664, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.36734, "top5_acc": 0.63062, "loss_cls": 6.31106, "loss": 6.31106, "time": 0.60356}
{"mode": "train", "epoch": 99, "iter": 900, "lr": 0.02661, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.37719, "top5_acc": 0.63109, "loss_cls": 6.33197, "loss": 6.33197, "time": 0.60615}
{"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.02659, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.37656, "top5_acc": 0.64031, "loss_cls": 6.27193, "loss": 6.27193, "time": 0.61133}
{"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.02656, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.37062, "top5_acc": 0.63438, "loss_cls": 6.32915, "loss": 6.32915, "time": 0.60258}
{"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.02654, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.37188, "top5_acc": 0.63984, "loss_cls": 6.30228, "loss": 6.30228, "time": 0.60702}
{"mode": "train", "epoch": 99, "iter": 1300, "lr": 0.02651, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.37203, "top5_acc": 0.63531, "loss_cls": 6.30272, "loss": 6.30272, "time": 0.60732}
{"mode": "train", "epoch": 99, "iter": 1400, "lr": 0.02649, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.35891, "top5_acc": 0.63078, "loss_cls": 6.32835, "loss": 6.32835, "time": 0.59979}
{"mode": "train", "epoch": 99, "iter": 1500, "lr": 0.02646, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.38469, "top5_acc": 0.64922, "loss_cls": 6.24358, "loss": 6.24358, "time": 0.6026}
{"mode": "train", "epoch": 99, "iter": 1600, "lr": 0.02644, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37484, "top5_acc": 0.63406, "loss_cls": 6.29513, "loss": 6.29513, "time": 0.59968}
{"mode": "train", "epoch": 99, "iter": 1700, "lr": 0.02642, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.3775, "top5_acc": 0.64359, "loss_cls": 6.28729, "loss": 6.28729, "time": 0.60659}
{"mode": "train", "epoch": 99, "iter": 1800, "lr": 0.02639, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.38094, "top5_acc": 0.64594, "loss_cls": 6.25518, "loss": 6.25518, "time": 0.60955}
{"mode": "train", "epoch": 99, "iter": 1900, "lr": 0.02637, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.37203, "top5_acc": 0.63172, "loss_cls": 6.34739, "loss": 6.34739, "time": 0.60627}
{"mode": "train", "epoch": 99, "iter": 2000, "lr": 0.02634, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.38422, "top5_acc": 0.64266, "loss_cls": 6.27322, "loss": 6.27322, "time": 0.60985}
{"mode": "train", "epoch": 99, "iter": 2100, "lr": 0.02632, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.38297, "top5_acc": 0.63828, "loss_cls": 6.29336, "loss": 6.29336, "time": 0.60979}
{"mode": "train", "epoch": 99, "iter": 2200, "lr": 0.02629, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.37141, "top5_acc": 0.63, "loss_cls": 6.34186, "loss": 6.34186, "time": 0.60651}
{"mode": "train", "epoch": 99, "iter": 2300, "lr": 0.02627, "memory": 16177, "data_time": 0.00053, "top1_acc": 0.37516, "top5_acc": 0.63562, "loss_cls": 6.28812, "loss": 6.28812, "time": 0.60663}
{"mode": "train", "epoch": 99, "iter": 2400, "lr": 0.02624, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.38016, "top5_acc": 0.63859, "loss_cls": 6.31401, "loss": 6.31401, "time": 0.60875}
{"mode": "train", "epoch": 99, "iter": 2500, "lr": 0.02622, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.38062, "top5_acc": 0.63375, "loss_cls": 6.31403, "loss": 6.31403, "time": 0.602}
{"mode": "train", "epoch": 99, "iter": 2600, "lr": 0.02619, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.38672, "top5_acc": 0.63875, "loss_cls": 6.27459, "loss": 6.27459, "time": 0.60239}
{"mode": "train", "epoch": 99, "iter": 2700, "lr": 0.02617, "memory": 16177, "data_time": 0.00068, "top1_acc": 0.37203, "top5_acc": 0.63406, "loss_cls": 6.314, "loss": 6.314, "time": 0.61259}
{"mode": "train", "epoch": 99, "iter": 2800, "lr": 0.02614, "memory": 16177, "data_time": 0.00056, "top1_acc": 0.37312, "top5_acc": 0.62469, "loss_cls": 6.35177, "loss": 6.35177, "time": 0.61954}
{"mode": "train", "epoch": 99, "iter": 2900, "lr": 0.02612, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36891, "top5_acc": 0.63234, "loss_cls": 6.33362, "loss": 6.33362, "time": 0.61429}
{"mode": "train", "epoch": 99, "iter": 3000, "lr": 0.0261, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.37578, "top5_acc": 0.62859, "loss_cls": 6.32468, "loss": 6.32468, "time": 0.60188}
{"mode": "train", "epoch": 99, "iter": 3100, "lr": 0.02607, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.38016, "top5_acc": 0.63078, "loss_cls": 6.32814, "loss": 6.32814, "time": 0.60423}
{"mode": "train", "epoch": 99, "iter": 3200, "lr": 0.02605, "memory": 16177, "data_time": 0.00053, "top1_acc": 0.38469, "top5_acc": 0.63703, "loss_cls": 6.30736, "loss": 6.30736, "time": 0.60084}
{"mode": "train", "epoch": 99, "iter": 3300, "lr": 0.02602, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.365, "top5_acc": 0.62422, "loss_cls": 6.35716, "loss": 6.35716, "time": 0.59958}
{"mode": "train", "epoch": 99, "iter": 3400, "lr": 0.026, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37297, "top5_acc": 0.64266, "loss_cls": 6.29408, "loss": 6.29408, "time": 0.60014}
{"mode": "train", "epoch": 99, "iter": 3500, "lr": 0.02597, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.37266, "top5_acc": 0.62781, "loss_cls": 6.35237, "loss": 6.35237, "time": 0.60415}
{"mode": "train", "epoch": 99, "iter": 3600, "lr": 0.02595, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37891, "top5_acc": 0.63641, "loss_cls": 6.2928, "loss": 6.2928, "time": 0.60222}
{"mode": "train", "epoch": 99, "iter": 3700, "lr": 0.02592, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.37578, "top5_acc": 0.62969, "loss_cls": 6.34658, "loss": 6.34658, "time": 0.6033}
{"mode": "val", "epoch": 99, "iter": 309, "lr": 0.02591, "top1_acc": 0.3155, "top5_acc": 0.57448, "mean_class_accuracy": 0.31527}
{"mode": "train", "epoch": 100, "iter": 100, "lr": 0.02589, "memory": 16177, "data_time": 1.43904, "top1_acc": 0.39422, "top5_acc": 0.65125, "loss_cls": 6.22637, "loss": 6.22637, "time": 2.02993}
{"mode": "train", "epoch": 100, "iter": 200, "lr": 0.02586, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38344, "top5_acc": 0.63875, "loss_cls": 6.25891, "loss": 6.25891, "time": 0.59523}
{"mode": "train", "epoch": 100, "iter": 300, "lr": 0.02584, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37891, "top5_acc": 0.64297, "loss_cls": 6.25186, "loss": 6.25186, "time": 0.59785}
{"mode": "train", "epoch": 100, "iter": 400, "lr": 0.02581, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38562, "top5_acc": 0.65438, "loss_cls": 6.22712, "loss": 6.22712, "time": 0.6011}
{"mode": "train", "epoch": 100, "iter": 500, "lr": 0.02579, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38219, "top5_acc": 0.64156, "loss_cls": 6.28296, "loss": 6.28296, "time": 0.5998}
{"mode": "train", "epoch": 100, "iter": 600, "lr": 0.02577, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.38078, "top5_acc": 0.64406, "loss_cls": 6.25685, "loss": 6.25685, "time": 0.60116}
{"mode": "train", "epoch": 100, "iter": 700, "lr": 0.02574, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37891, "top5_acc": 0.63672, "loss_cls": 6.29923, "loss": 6.29923, "time": 0.60129}
{"mode": "train", "epoch": 100, "iter": 800, "lr": 0.02572, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37953, "top5_acc": 0.63188, "loss_cls": 6.3015, "loss": 6.3015, "time": 0.60015}
{"mode": "train", "epoch": 100, "iter": 900, "lr": 0.02569, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.38703, "top5_acc": 0.63969, "loss_cls": 6.27724, "loss": 6.27724, "time": 0.6086}
{"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.02567, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.37547, "top5_acc": 0.63672, "loss_cls": 6.306, "loss": 6.306, "time": 0.61108}
{"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.02564, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37578, "top5_acc": 0.62672, "loss_cls": 6.31558, "loss": 6.31558, "time": 0.60191}
{"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.02562, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37672, "top5_acc": 0.64328, "loss_cls": 6.29552, "loss": 6.29552, "time": 0.60178}
{"mode": "train", "epoch": 100, "iter": 1300, "lr": 0.02559, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.37906, "top5_acc": 0.63875, "loss_cls": 6.27146, "loss": 6.27146, "time": 0.60154}
{"mode": "train", "epoch": 100, "iter": 1400, "lr": 0.02557, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.37703, "top5_acc": 0.6375, "loss_cls": 6.30917, "loss": 6.30917, "time": 0.6004}
{"mode": "train", "epoch": 100, "iter": 1500, "lr": 0.02555, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.38188, "top5_acc": 0.63281, "loss_cls": 6.30146, "loss": 6.30146, "time": 0.60148}
{"mode": "train", "epoch": 100, "iter": 1600, "lr": 0.02552, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.36141, "top5_acc": 0.63578, "loss_cls": 6.32969, "loss": 6.32969, "time": 0.60015}
{"mode": "train", "epoch": 100, "iter": 1700, "lr": 0.0255, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38297, "top5_acc": 0.63625, "loss_cls": 6.27975, "loss": 6.27975, "time": 0.60076}
{"mode": "train", "epoch": 100, "iter": 1800, "lr": 0.02547, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.38781, "top5_acc": 0.63875, "loss_cls": 6.25997, "loss": 6.25997, "time": 0.60175}
{"mode": "train", "epoch": 100, "iter": 1900, "lr": 0.02545, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.38281, "top5_acc": 0.64516, "loss_cls": 6.27444, "loss": 6.27444, "time": 0.60172}
{"mode": "train", "epoch": 100, "iter": 2000, "lr": 0.02542, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37219, "top5_acc": 0.63391, "loss_cls": 6.32168, "loss": 6.32168, "time": 0.60268}
{"mode": "train", "epoch": 100, "iter": 2100, "lr": 0.0254, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38297, "top5_acc": 0.64125, "loss_cls": 6.27879, "loss": 6.27879, "time": 0.60198}
{"mode": "train", "epoch": 100, "iter": 2200, "lr": 0.02538, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37906, "top5_acc": 0.64078, "loss_cls": 6.31124, "loss": 6.31124, "time": 0.60137}
{"mode": "train", "epoch": 100, "iter": 2300, "lr": 0.02535, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37938, "top5_acc": 0.64688, "loss_cls": 6.26168, "loss": 6.26168, "time": 0.60432}
{"mode": "train", "epoch": 100, "iter": 2400, "lr": 0.02533, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.37109, "top5_acc": 0.63047, "loss_cls": 6.32558, "loss": 6.32558, "time": 0.6074}
{"mode": "train", "epoch": 100, "iter": 2500, "lr": 0.0253, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.37797, "top5_acc": 0.64094, "loss_cls": 6.30632, "loss": 6.30632, "time": 0.60134}
{"mode": "train", "epoch": 100, "iter": 2600, "lr": 0.02528, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.37922, "top5_acc": 0.64297, "loss_cls": 6.27548, "loss": 6.27548, "time": 0.60464}
{"mode": "train", "epoch": 100, "iter": 2700, "lr": 0.02525, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38531, "top5_acc": 0.63938, "loss_cls": 6.28473, "loss": 6.28473, "time": 0.61425}
{"mode": "train", "epoch": 100, "iter": 2800, "lr": 0.02523, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.3775, "top5_acc": 0.63766, "loss_cls": 6.29806, "loss": 6.29806, "time": 0.61584}
{"mode": "train", "epoch": 100, "iter": 2900, "lr": 0.02521, "memory": 16177, "data_time": 0.00065, "top1_acc": 0.37781, "top5_acc": 0.63, "loss_cls": 6.30554, "loss": 6.30554, "time": 0.60385}
{"mode": "train", "epoch": 100, "iter": 3000, "lr": 0.02518, "memory": 16177, "data_time": 0.00079, "top1_acc": 0.38266, "top5_acc": 0.63984, "loss_cls": 6.24974, "loss": 6.24974, "time": 0.6032}
{"mode": "train", "epoch": 100, "iter": 3100, "lr": 0.02516, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37016, "top5_acc": 0.63375, "loss_cls": 6.34262, "loss": 6.34262, "time": 0.60034}
{"mode": "train", "epoch": 100, "iter": 3200, "lr": 0.02513, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36828, "top5_acc": 0.63781, "loss_cls": 6.31974, "loss": 6.31974, "time": 0.59892}
{"mode": "train", "epoch": 100, "iter": 3300, "lr": 0.02511, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.38562, "top5_acc": 0.64375, "loss_cls": 6.2687, "loss": 6.2687, "time": 0.60143}
{"mode": "train", "epoch": 100, "iter": 3400, "lr": 0.02508, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36844, "top5_acc": 0.63703, "loss_cls": 6.33156, "loss": 6.33156, "time": 0.60103}
{"mode": "train", "epoch": 100, "iter": 3500, "lr": 0.02506, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36938, "top5_acc": 0.63188, "loss_cls": 6.31766, "loss": 6.31766, "time": 0.59788}
{"mode": "train", "epoch": 100, "iter": 3600, "lr": 0.02504, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38359, "top5_acc": 0.64906, "loss_cls": 6.27069, "loss": 6.27069, "time": 0.60127}
{"mode": "train", "epoch": 100, "iter": 3700, "lr": 0.02501, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38578, "top5_acc": 0.64594, "loss_cls": 6.26242, "loss": 6.26242, "time": 0.60022}
{"mode": "val", "epoch": 100, "iter": 309, "lr": 0.025, "top1_acc": 0.30406, "top5_acc": 0.55843, "mean_class_accuracy": 0.30387}
{"mode": "train", "epoch": 101, "iter": 100, "lr": 0.02498, "memory": 16177, "data_time": 1.39095, "top1_acc": 0.38516, "top5_acc": 0.64344, "loss_cls": 6.25343, "loss": 6.25343, "time": 1.98039}
{"mode": "train", "epoch": 101, "iter": 200, "lr": 0.02495, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.37891, "top5_acc": 0.64547, "loss_cls": 6.26542, "loss": 6.26542, "time": 0.59446}
{"mode": "train", "epoch": 101, "iter": 300, "lr": 0.02493, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39234, "top5_acc": 0.655, "loss_cls": 6.20355, "loss": 6.20355, "time": 0.59584}
{"mode": "train", "epoch": 101, "iter": 400, "lr": 0.0249, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38047, "top5_acc": 0.63891, "loss_cls": 6.25252, "loss": 6.25252, "time": 0.60007}
{"mode": "train", "epoch": 101, "iter": 500, "lr": 0.02488, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3975, "top5_acc": 0.64859, "loss_cls": 6.22125, "loss": 6.22125, "time": 0.60104}
{"mode": "train", "epoch": 101, "iter": 600, "lr": 0.02486, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.3825, "top5_acc": 0.64422, "loss_cls": 6.25154, "loss": 6.25154, "time": 0.59872}
{"mode": "train", "epoch": 101, "iter": 700, "lr": 0.02483, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39797, "top5_acc": 0.65516, "loss_cls": 6.17865, "loss": 6.17865, "time": 0.6025}
{"mode": "train", "epoch": 101, "iter": 800, "lr": 0.02481, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.38797, "top5_acc": 0.65312, "loss_cls": 6.23267, "loss": 6.23267, "time": 0.60316}
{"mode": "train", "epoch": 101, "iter": 900, "lr": 0.02478, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.38844, "top5_acc": 0.64781, "loss_cls": 6.26472, "loss": 6.26472, "time": 0.60483}
{"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.02476, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.37438, "top5_acc": 0.64078, "loss_cls": 6.27013, "loss": 6.27013, "time": 0.60551}
{"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.02473, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.37719, "top5_acc": 0.64812, "loss_cls": 6.26156, "loss": 6.26156, "time": 0.60922}
{"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.02471, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.36922, "top5_acc": 0.63969, "loss_cls": 6.29973, "loss": 6.29973, "time": 0.61076}
{"mode": "train", "epoch": 101, "iter": 1300, "lr": 0.02469, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38375, "top5_acc": 0.64859, "loss_cls": 6.24206, "loss": 6.24206, "time": 0.60115}
{"mode": "train", "epoch": 101, "iter": 1400, "lr": 0.02466, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.37141, "top5_acc": 0.63594, "loss_cls": 6.31205, "loss": 6.31205, "time": 0.59988}
{"mode": "train", "epoch": 101, "iter": 1500, "lr": 0.02464, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39062, "top5_acc": 0.65531, "loss_cls": 6.21871, "loss": 6.21871, "time": 0.60405}
{"mode": "train", "epoch": 101, "iter": 1600, "lr": 0.02461, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.38219, "top5_acc": 0.64281, "loss_cls": 6.28972, "loss": 6.28972, "time": 0.60702}
{"mode": "train", "epoch": 101, "iter": 1700, "lr": 0.02459, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38844, "top5_acc": 0.65219, "loss_cls": 6.24086, "loss": 6.24086, "time": 0.60446}
{"mode": "train", "epoch": 101, "iter": 1800, "lr": 0.02457, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.36672, "top5_acc": 0.63297, "loss_cls": 6.32225, "loss": 6.32225, "time": 0.60257}
{"mode": "train", "epoch": 101, "iter": 1900, "lr": 0.02454, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.37328, "top5_acc": 0.635, "loss_cls": 6.30763, "loss": 6.30763, "time": 0.60739}
{"mode": "train", "epoch": 101, "iter": 2000, "lr": 0.02452, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.37359, "top5_acc": 0.63328, "loss_cls": 6.32518, "loss": 6.32518, "time": 0.60529}
{"mode": "train", "epoch": 101, "iter": 2100, "lr": 0.02449, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.37828, "top5_acc": 0.63531, "loss_cls": 6.26367, "loss": 6.26367, "time": 0.60169}
{"mode": "train", "epoch": 101, "iter": 2200, "lr": 0.02447, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.37312, "top5_acc": 0.63344, "loss_cls": 6.32789, "loss": 6.32789, "time": 0.60484}
{"mode": "train", "epoch": 101, "iter": 2300, "lr": 0.02445, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38, "top5_acc": 0.63797, "loss_cls": 6.27772, "loss": 6.27772, "time": 0.61361}
{"mode": "train", "epoch": 101, "iter": 2400, "lr": 0.02442, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37625, "top5_acc": 0.63453, "loss_cls": 6.29534, "loss": 6.29534, "time": 0.60027}
{"mode": "train", "epoch": 101, "iter": 2500, "lr": 0.0244, "memory": 16177, "data_time": 0.00055, "top1_acc": 0.38422, "top5_acc": 0.65125, "loss_cls": 6.24789, "loss": 6.24789, "time": 0.60553}
{"mode": "train", "epoch": 101, "iter": 2600, "lr": 0.02437, "memory": 16177, "data_time": 0.00051, "top1_acc": 0.38453, "top5_acc": 0.65516, "loss_cls": 6.25594, "loss": 6.25594, "time": 0.61249}
{"mode": "train", "epoch": 101, "iter": 2700, "lr": 0.02435, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.38703, "top5_acc": 0.64094, "loss_cls": 6.26295, "loss": 6.26295, "time": 0.6102}
{"mode": "train", "epoch": 101, "iter": 2800, "lr": 0.02433, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.36844, "top5_acc": 0.63469, "loss_cls": 6.31733, "loss": 6.31733, "time": 0.60974}
{"mode": "train", "epoch": 101, "iter": 2900, "lr": 0.0243, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.38609, "top5_acc": 0.63531, "loss_cls": 6.29625, "loss": 6.29625, "time": 0.6035}
{"mode": "train", "epoch": 101, "iter": 3000, "lr": 0.02428, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37453, "top5_acc": 0.63594, "loss_cls": 6.30508, "loss": 6.30508, "time": 0.60054}
{"mode": "train", "epoch": 101, "iter": 3100, "lr": 0.02425, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.37109, "top5_acc": 0.63781, "loss_cls": 6.32311, "loss": 6.32311, "time": 0.6041}
{"mode": "train", "epoch": 101, "iter": 3200, "lr": 0.02423, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37391, "top5_acc": 0.62906, "loss_cls": 6.29251, "loss": 6.29251, "time": 0.59886}
{"mode": "train", "epoch": 101, "iter": 3300, "lr": 0.02421, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38594, "top5_acc": 0.65047, "loss_cls": 6.23815, "loss": 6.23815, "time": 0.60125}
{"mode": "train", "epoch": 101, "iter": 3400, "lr": 0.02418, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37922, "top5_acc": 0.63484, "loss_cls": 6.32883, "loss": 6.32883, "time": 0.60112}
{"mode": "train", "epoch": 101, "iter": 3500, "lr": 0.02416, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.36453, "top5_acc": 0.64547, "loss_cls": 6.28623, "loss": 6.28623, "time": 0.60171}
{"mode": "train", "epoch": 101, "iter": 3600, "lr": 0.02413, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39547, "top5_acc": 0.65594, "loss_cls": 6.22225, "loss": 6.22225, "time": 0.5997}
{"mode": "train", "epoch": 101, "iter": 3700, "lr": 0.02411, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37812, "top5_acc": 0.63531, "loss_cls": 6.33397, "loss": 6.33397, "time": 0.60142}
{"mode": "val", "epoch": 101, "iter": 309, "lr": 0.0241, "top1_acc": 0.32462, "top5_acc": 0.58127, "mean_class_accuracy": 0.32437}
{"mode": "train", "epoch": 102, "iter": 100, "lr": 0.02407, "memory": 16177, "data_time": 1.40311, "top1_acc": 0.38469, "top5_acc": 0.64891, "loss_cls": 6.23976, "loss": 6.23976, "time": 1.99219}
{"mode": "train", "epoch": 102, "iter": 200, "lr": 0.02405, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39031, "top5_acc": 0.65312, "loss_cls": 6.2208, "loss": 6.2208, "time": 0.59197}
{"mode": "train", "epoch": 102, "iter": 300, "lr": 0.02403, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39453, "top5_acc": 0.65031, "loss_cls": 6.20367, "loss": 6.20367, "time": 0.60026}
{"mode": "train", "epoch": 102, "iter": 400, "lr": 0.024, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38484, "top5_acc": 0.65078, "loss_cls": 6.21322, "loss": 6.21322, "time": 0.59892}
{"mode": "train", "epoch": 102, "iter": 500, "lr": 0.02398, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.38516, "top5_acc": 0.64594, "loss_cls": 6.23576, "loss": 6.23576, "time": 0.60059}
{"mode": "train", "epoch": 102, "iter": 600, "lr": 0.02396, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38703, "top5_acc": 0.65078, "loss_cls": 6.20526, "loss": 6.20526, "time": 0.6022}
{"mode": "train", "epoch": 102, "iter": 700, "lr": 0.02393, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.38516, "top5_acc": 0.64609, "loss_cls": 6.23908, "loss": 6.23908, "time": 0.60408}
{"mode": "train", "epoch": 102, "iter": 800, "lr": 0.02391, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.37891, "top5_acc": 0.64188, "loss_cls": 6.26146, "loss": 6.26146, "time": 0.60693}
{"mode": "train", "epoch": 102, "iter": 900, "lr": 0.02388, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38359, "top5_acc": 0.65203, "loss_cls": 6.234, "loss": 6.234, "time": 0.60275}
{"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.02386, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38531, "top5_acc": 0.65578, "loss_cls": 6.20453, "loss": 6.20453, "time": 0.60228}
{"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.02384, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38062, "top5_acc": 0.63938, "loss_cls": 6.26946, "loss": 6.26946, "time": 0.60231}
{"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.02381, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3825, "top5_acc": 0.63656, "loss_cls": 6.26843, "loss": 6.26843, "time": 0.60144}
{"mode": "train", "epoch": 102, "iter": 1300, "lr": 0.02379, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.37547, "top5_acc": 0.63641, "loss_cls": 6.27386, "loss": 6.27386, "time": 0.60167}
{"mode": "train", "epoch": 102, "iter": 1400, "lr": 0.02376, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39281, "top5_acc": 0.65609, "loss_cls": 6.22591, "loss": 6.22591, "time": 0.60152}
{"mode": "train", "epoch": 102, "iter": 1500, "lr": 0.02374, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37891, "top5_acc": 0.65047, "loss_cls": 6.25963, "loss": 6.25963, "time": 0.60401}
{"mode": "train", "epoch": 102, "iter": 1600, "lr": 0.02372, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.38781, "top5_acc": 0.64188, "loss_cls": 6.2566, "loss": 6.2566, "time": 0.59819}
{"mode": "train", "epoch": 102, "iter": 1700, "lr": 0.02369, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.38562, "top5_acc": 0.64812, "loss_cls": 6.25404, "loss": 6.25404, "time": 0.59902}
{"mode": "train", "epoch": 102, "iter": 1800, "lr": 0.02367, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38672, "top5_acc": 0.64656, "loss_cls": 6.26692, "loss": 6.26692, "time": 0.60196}
{"mode": "train", "epoch": 102, "iter": 1900, "lr": 0.02365, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38875, "top5_acc": 0.64359, "loss_cls": 6.27401, "loss": 6.27401, "time": 0.60065}
{"mode": "train", "epoch": 102, "iter": 2000, "lr": 0.02362, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.38516, "top5_acc": 0.64734, "loss_cls": 6.21934, "loss": 6.21934, "time": 0.60008}
{"mode": "train", "epoch": 102, "iter": 2100, "lr": 0.0236, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37672, "top5_acc": 0.64562, "loss_cls": 6.27946, "loss": 6.27946, "time": 0.60372}
{"mode": "train", "epoch": 102, "iter": 2200, "lr": 0.02357, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39531, "top5_acc": 0.64938, "loss_cls": 6.22494, "loss": 6.22494, "time": 0.60582}
{"mode": "train", "epoch": 102, "iter": 2300, "lr": 0.02355, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38469, "top5_acc": 0.65203, "loss_cls": 6.25439, "loss": 6.25439, "time": 0.60697}
{"mode": "train", "epoch": 102, "iter": 2400, "lr": 0.02353, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37859, "top5_acc": 0.65094, "loss_cls": 6.25037, "loss": 6.25037, "time": 0.60022}
{"mode": "train", "epoch": 102, "iter": 2500, "lr": 0.0235, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.38953, "top5_acc": 0.64938, "loss_cls": 6.25761, "loss": 6.25761, "time": 0.60711}
{"mode": "train", "epoch": 102, "iter": 2600, "lr": 0.02348, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.38578, "top5_acc": 0.63734, "loss_cls": 6.27277, "loss": 6.27277, "time": 0.60699}
{"mode": "train", "epoch": 102, "iter": 2700, "lr": 0.02346, "memory": 16177, "data_time": 0.00054, "top1_acc": 0.37875, "top5_acc": 0.64453, "loss_cls": 6.2826, "loss": 6.2826, "time": 0.61435}
{"mode": "train", "epoch": 102, "iter": 2800, "lr": 0.02343, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.39562, "top5_acc": 0.65266, "loss_cls": 6.21958, "loss": 6.21958, "time": 0.60424}
{"mode": "train", "epoch": 102, "iter": 2900, "lr": 0.02341, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.38297, "top5_acc": 0.63703, "loss_cls": 6.28414, "loss": 6.28414, "time": 0.60256}
{"mode": "train", "epoch": 102, "iter": 3000, "lr": 0.02339, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.38188, "top5_acc": 0.63797, "loss_cls": 6.27231, "loss": 6.27231, "time": 0.60359}
{"mode": "train", "epoch": 102, "iter": 3100, "lr": 0.02336, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38125, "top5_acc": 0.64453, "loss_cls": 6.2575, "loss": 6.2575, "time": 0.59716}
{"mode": "train", "epoch": 102, "iter": 3200, "lr": 0.02334, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37656, "top5_acc": 0.62891, "loss_cls": 6.32841, "loss": 6.32841, "time": 0.59392}
{"mode": "train", "epoch": 102, "iter": 3300, "lr": 0.02331, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.37891, "top5_acc": 0.64141, "loss_cls": 6.27033, "loss": 6.27033, "time": 0.60119}
{"mode": "train", "epoch": 102, "iter": 3400, "lr": 0.02329, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39031, "top5_acc": 0.63938, "loss_cls": 6.26486, "loss": 6.26486, "time": 0.59942}
{"mode": "train", "epoch": 102, "iter": 3500, "lr": 0.02327, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.37984, "top5_acc": 0.63969, "loss_cls": 6.26842, "loss": 6.26842, "time": 0.61186}
{"mode": "train", "epoch": 102, "iter": 3600, "lr": 0.02324, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.38234, "top5_acc": 0.63266, "loss_cls": 6.29151, "loss": 6.29151, "time": 0.60891}
{"mode": "train", "epoch": 102, "iter": 3700, "lr": 0.02322, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.37625, "top5_acc": 0.63266, "loss_cls": 6.2956, "loss": 6.2956, "time": 0.60345}
{"mode": "val", "epoch": 102, "iter": 309, "lr": 0.02321, "top1_acc": 0.31971, "top5_acc": 0.5723, "mean_class_accuracy": 0.31946}
{"mode": "train", "epoch": 103, "iter": 100, "lr": 0.02319, "memory": 16177, "data_time": 1.44061, "top1_acc": 0.39438, "top5_acc": 0.65672, "loss_cls": 6.19695, "loss": 6.19695, "time": 2.03348}
{"mode": "train", "epoch": 103, "iter": 200, "lr": 0.02316, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40547, "top5_acc": 0.66828, "loss_cls": 6.13698, "loss": 6.13698, "time": 0.59726}
{"mode": "train", "epoch": 103, "iter": 300, "lr": 0.02314, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39578, "top5_acc": 0.65844, "loss_cls": 6.20206, "loss": 6.20206, "time": 0.60083}
{"mode": "train", "epoch": 103, "iter": 400, "lr": 0.02311, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.3925, "top5_acc": 0.65344, "loss_cls": 6.22393, "loss": 6.22393, "time": 0.60269}
{"mode": "train", "epoch": 103, "iter": 500, "lr": 0.02309, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39062, "top5_acc": 0.65062, "loss_cls": 6.20612, "loss": 6.20612, "time": 0.60269}
{"mode": "train", "epoch": 103, "iter": 600, "lr": 0.02307, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39469, "top5_acc": 0.6525, "loss_cls": 6.20348, "loss": 6.20348, "time": 0.60181}
{"mode": "train", "epoch": 103, "iter": 700, "lr": 0.02304, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.37969, "top5_acc": 0.64031, "loss_cls": 6.27339, "loss": 6.27339, "time": 0.60543}
{"mode": "train", "epoch": 103, "iter": 800, "lr": 0.02302, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39281, "top5_acc": 0.64969, "loss_cls": 6.21964, "loss": 6.21964, "time": 0.60464}
{"mode": "train", "epoch": 103, "iter": 900, "lr": 0.023, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.38984, "top5_acc": 0.64953, "loss_cls": 6.22738, "loss": 6.22738, "time": 0.60819}
{"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.02297, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3975, "top5_acc": 0.65266, "loss_cls": 6.20623, "loss": 6.20623, "time": 0.6051}
{"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.02295, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.39188, "top5_acc": 0.64625, "loss_cls": 6.23111, "loss": 6.23111, "time": 0.60932}
{"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.02293, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39125, "top5_acc": 0.6425, "loss_cls": 6.2304, "loss": 6.2304, "time": 0.60333}
{"mode": "train", "epoch": 103, "iter": 1300, "lr": 0.0229, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3825, "top5_acc": 0.64047, "loss_cls": 6.28081, "loss": 6.28081, "time": 0.6022}
{"mode": "train", "epoch": 103, "iter": 1400, "lr": 0.02288, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.39625, "top5_acc": 0.64984, "loss_cls": 6.23072, "loss": 6.23072, "time": 0.60786}
{"mode": "train", "epoch": 103, "iter": 1500, "lr": 0.02286, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.37078, "top5_acc": 0.63062, "loss_cls": 6.31662, "loss": 6.31662, "time": 0.60338}
{"mode": "train", "epoch": 103, "iter": 1600, "lr": 0.02283, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37812, "top5_acc": 0.63234, "loss_cls": 6.30792, "loss": 6.30792, "time": 0.59972}
{"mode": "train", "epoch": 103, "iter": 1700, "lr": 0.02281, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38688, "top5_acc": 0.64828, "loss_cls": 6.22561, "loss": 6.22561, "time": 0.60169}
{"mode": "train", "epoch": 103, "iter": 1800, "lr": 0.02279, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39391, "top5_acc": 0.64734, "loss_cls": 6.22243, "loss": 6.22243, "time": 0.60041}
{"mode": "train", "epoch": 103, "iter": 1900, "lr": 0.02276, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38062, "top5_acc": 0.64609, "loss_cls": 6.23593, "loss": 6.23593, "time": 0.60219}
{"mode": "train", "epoch": 103, "iter": 2000, "lr": 0.02274, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38266, "top5_acc": 0.64078, "loss_cls": 6.26331, "loss": 6.26331, "time": 0.60397}
{"mode": "train", "epoch": 103, "iter": 2100, "lr": 0.02272, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.38016, "top5_acc": 0.64188, "loss_cls": 6.27557, "loss": 6.27557, "time": 0.61317}
{"mode": "train", "epoch": 103, "iter": 2200, "lr": 0.02269, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.38562, "top5_acc": 0.64328, "loss_cls": 6.25509, "loss": 6.25509, "time": 0.61557}
{"mode": "train", "epoch": 103, "iter": 2300, "lr": 0.02267, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38578, "top5_acc": 0.64172, "loss_cls": 6.25098, "loss": 6.25098, "time": 0.60265}
{"mode": "train", "epoch": 103, "iter": 2400, "lr": 0.02264, "memory": 16177, "data_time": 0.00045, "top1_acc": 0.38312, "top5_acc": 0.64781, "loss_cls": 6.22858, "loss": 6.22858, "time": 0.60457}
{"mode": "train", "epoch": 103, "iter": 2500, "lr": 0.02262, "memory": 16177, "data_time": 0.00052, "top1_acc": 0.39141, "top5_acc": 0.65609, "loss_cls": 6.21544, "loss": 6.21544, "time": 0.6118}
{"mode": "train", "epoch": 103, "iter": 2600, "lr": 0.0226, "memory": 16177, "data_time": 0.00061, "top1_acc": 0.38156, "top5_acc": 0.64891, "loss_cls": 6.25346, "loss": 6.25346, "time": 0.60925}
{"mode": "train", "epoch": 103, "iter": 2700, "lr": 0.02257, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.37844, "top5_acc": 0.63797, "loss_cls": 6.30395, "loss": 6.30395, "time": 0.60749}
{"mode": "train", "epoch": 103, "iter": 2800, "lr": 0.02255, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.38688, "top5_acc": 0.64672, "loss_cls": 6.26376, "loss": 6.26376, "time": 0.60188}
{"mode": "train", "epoch": 103, "iter": 2900, "lr": 0.02253, "memory": 16177, "data_time": 0.0006, "top1_acc": 0.39, "top5_acc": 0.65531, "loss_cls": 6.2256, "loss": 6.2256, "time": 0.60237}
{"mode": "train", "epoch": 103, "iter": 3000, "lr": 0.0225, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.38281, "top5_acc": 0.64438, "loss_cls": 6.2563, "loss": 6.2563, "time": 0.59969}
{"mode": "train", "epoch": 103, "iter": 3100, "lr": 0.02248, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.37828, "top5_acc": 0.63828, "loss_cls": 6.29872, "loss": 6.29872, "time": 0.59896}
{"mode": "train", "epoch": 103, "iter": 3200, "lr": 0.02246, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.39, "top5_acc": 0.64797, "loss_cls": 6.22244, "loss": 6.22244, "time": 0.60635}
{"mode": "train", "epoch": 103, "iter": 3300, "lr": 0.02243, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.38188, "top5_acc": 0.64234, "loss_cls": 6.25419, "loss": 6.25419, "time": 0.60508}
{"mode": "train", "epoch": 103, "iter": 3400, "lr": 0.02241, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.38031, "top5_acc": 0.6425, "loss_cls": 6.27941, "loss": 6.27941, "time": 0.61102}
{"mode": "train", "epoch": 103, "iter": 3500, "lr": 0.02239, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.38766, "top5_acc": 0.65062, "loss_cls": 6.2483, "loss": 6.2483, "time": 0.60492}
{"mode": "train", "epoch": 103, "iter": 3600, "lr": 0.02236, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39031, "top5_acc": 0.64547, "loss_cls": 6.25632, "loss": 6.25632, "time": 0.60081}
{"mode": "train", "epoch": 103, "iter": 3700, "lr": 0.02234, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39547, "top5_acc": 0.65047, "loss_cls": 6.23333, "loss": 6.23333, "time": 0.60099}
{"mode": "val", "epoch": 103, "iter": 309, "lr": 0.02233, "top1_acc": 0.3228, "top5_acc": 0.5799, "mean_class_accuracy": 0.32254}
{"mode": "train", "epoch": 104, "iter": 100, "lr": 0.02231, "memory": 16177, "data_time": 1.37906, "top1_acc": 0.39406, "top5_acc": 0.66469, "loss_cls": 6.1926, "loss": 6.1926, "time": 1.97181}
{"mode": "train", "epoch": 104, "iter": 200, "lr": 0.02228, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38859, "top5_acc": 0.65297, "loss_cls": 6.20937, "loss": 6.20937, "time": 0.59581}
{"mode": "train", "epoch": 104, "iter": 300, "lr": 0.02226, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39703, "top5_acc": 0.65188, "loss_cls": 6.20414, "loss": 6.20414, "time": 0.60039}
{"mode": "train", "epoch": 104, "iter": 400, "lr": 0.02224, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.39109, "top5_acc": 0.65828, "loss_cls": 6.20088, "loss": 6.20088, "time": 0.60291}
{"mode": "train", "epoch": 104, "iter": 500, "lr": 0.02221, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40578, "top5_acc": 0.66031, "loss_cls": 6.13367, "loss": 6.13367, "time": 0.60492}
{"mode": "train", "epoch": 104, "iter": 600, "lr": 0.02219, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39125, "top5_acc": 0.66172, "loss_cls": 6.16525, "loss": 6.16525, "time": 0.60402}
{"mode": "train", "epoch": 104, "iter": 700, "lr": 0.02217, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38844, "top5_acc": 0.65047, "loss_cls": 6.2173, "loss": 6.2173, "time": 0.6017}
{"mode": "train", "epoch": 104, "iter": 800, "lr": 0.02214, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39656, "top5_acc": 0.66, "loss_cls": 6.18632, "loss": 6.18632, "time": 0.60449}
{"mode": "train", "epoch": 104, "iter": 900, "lr": 0.02212, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38375, "top5_acc": 0.64922, "loss_cls": 6.22864, "loss": 6.22864, "time": 0.60191}
{"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.0221, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.39609, "top5_acc": 0.65328, "loss_cls": 6.18689, "loss": 6.18689, "time": 0.60276}
{"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.02208, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38531, "top5_acc": 0.63859, "loss_cls": 6.25069, "loss": 6.25069, "time": 0.59821}
{"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.02205, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39656, "top5_acc": 0.65609, "loss_cls": 6.18502, "loss": 6.18502, "time": 0.60507}
{"mode": "train", "epoch": 104, "iter": 1300, "lr": 0.02203, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38844, "top5_acc": 0.64922, "loss_cls": 6.21787, "loss": 6.21787, "time": 0.60417}
{"mode": "train", "epoch": 104, "iter": 1400, "lr": 0.02201, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.37828, "top5_acc": 0.64906, "loss_cls": 6.26814, "loss": 6.26814, "time": 0.60829}
{"mode": "train", "epoch": 104, "iter": 1500, "lr": 0.02198, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.40141, "top5_acc": 0.6625, "loss_cls": 6.16491, "loss": 6.16491, "time": 0.606}
{"mode": "train", "epoch": 104, "iter": 1600, "lr": 0.02196, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.3775, "top5_acc": 0.64359, "loss_cls": 6.25198, "loss": 6.25198, "time": 0.60061}
{"mode": "train", "epoch": 104, "iter": 1700, "lr": 0.02194, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39234, "top5_acc": 0.645, "loss_cls": 6.24241, "loss": 6.24241, "time": 0.60314}
{"mode": "train", "epoch": 104, "iter": 1800, "lr": 0.02191, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.38, "top5_acc": 0.63672, "loss_cls": 6.29008, "loss": 6.29008, "time": 0.6022}
{"mode": "train", "epoch": 104, "iter": 1900, "lr": 0.02189, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38953, "top5_acc": 0.64922, "loss_cls": 6.23781, "loss": 6.23781, "time": 0.6033}
{"mode": "train", "epoch": 104, "iter": 2000, "lr": 0.02187, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.37266, "top5_acc": 0.63656, "loss_cls": 6.30344, "loss": 6.30344, "time": 0.60711}
{"mode": "train", "epoch": 104, "iter": 2100, "lr": 0.02184, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.39141, "top5_acc": 0.65344, "loss_cls": 6.22184, "loss": 6.22184, "time": 0.60798}
{"mode": "train", "epoch": 104, "iter": 2200, "lr": 0.02182, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.3925, "top5_acc": 0.64625, "loss_cls": 6.20285, "loss": 6.20285, "time": 0.60897}
{"mode": "train", "epoch": 104, "iter": 2300, "lr": 0.0218, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39188, "top5_acc": 0.64484, "loss_cls": 6.22127, "loss": 6.22127, "time": 0.60208}
{"mode": "train", "epoch": 104, "iter": 2400, "lr": 0.02177, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38594, "top5_acc": 0.64781, "loss_cls": 6.24589, "loss": 6.24589, "time": 0.60962}
{"mode": "train", "epoch": 104, "iter": 2500, "lr": 0.02175, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.39109, "top5_acc": 0.65031, "loss_cls": 6.19903, "loss": 6.19903, "time": 0.60977}
{"mode": "train", "epoch": 104, "iter": 2600, "lr": 0.02173, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.38516, "top5_acc": 0.64234, "loss_cls": 6.25829, "loss": 6.25829, "time": 0.61258}
{"mode": "train", "epoch": 104, "iter": 2700, "lr": 0.02171, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38625, "top5_acc": 0.63969, "loss_cls": 6.25864, "loss": 6.25864, "time": 0.60202}
{"mode": "train", "epoch": 104, "iter": 2800, "lr": 0.02168, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39922, "top5_acc": 0.65156, "loss_cls": 6.22786, "loss": 6.22786, "time": 0.60572}
{"mode": "train", "epoch": 104, "iter": 2900, "lr": 0.02166, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.3775, "top5_acc": 0.63672, "loss_cls": 6.28248, "loss": 6.28248, "time": 0.60698}
{"mode": "train", "epoch": 104, "iter": 3000, "lr": 0.02164, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38719, "top5_acc": 0.64688, "loss_cls": 6.25001, "loss": 6.25001, "time": 0.59943}
{"mode": "train", "epoch": 104, "iter": 3100, "lr": 0.02161, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.38547, "top5_acc": 0.64656, "loss_cls": 6.2575, "loss": 6.2575, "time": 0.59533}
{"mode": "train", "epoch": 104, "iter": 3200, "lr": 0.02159, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39609, "top5_acc": 0.66016, "loss_cls": 6.1979, "loss": 6.1979, "time": 0.60309}
{"mode": "train", "epoch": 104, "iter": 3300, "lr": 0.02157, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.38609, "top5_acc": 0.64062, "loss_cls": 6.2439, "loss": 6.2439, "time": 0.60622}
{"mode": "train", "epoch": 104, "iter": 3400, "lr": 0.02154, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39391, "top5_acc": 0.65172, "loss_cls": 6.20887, "loss": 6.20887, "time": 0.60339}
{"mode": "train", "epoch": 104, "iter": 3500, "lr": 0.02152, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38766, "top5_acc": 0.645, "loss_cls": 6.254, "loss": 6.254, "time": 0.60108}
{"mode": "train", "epoch": 104, "iter": 3600, "lr": 0.0215, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39312, "top5_acc": 0.66344, "loss_cls": 6.17834, "loss": 6.17834, "time": 0.6018}
{"mode": "train", "epoch": 104, "iter": 3700, "lr": 0.02148, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39625, "top5_acc": 0.65406, "loss_cls": 6.18961, "loss": 6.18961, "time": 0.60301}
{"mode": "val", "epoch": 104, "iter": 309, "lr": 0.02146, "top1_acc": 0.32984, "top5_acc": 0.59413, "mean_class_accuracy": 0.32944}
{"mode": "train", "epoch": 105, "iter": 100, "lr": 0.02144, "memory": 16177, "data_time": 1.38672, "top1_acc": 0.40344, "top5_acc": 0.66328, "loss_cls": 6.1349, "loss": 6.1349, "time": 1.97915}
{"mode": "train", "epoch": 105, "iter": 200, "lr": 0.02142, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40375, "top5_acc": 0.65891, "loss_cls": 6.14015, "loss": 6.14015, "time": 0.59309}
{"mode": "train", "epoch": 105, "iter": 300, "lr": 0.0214, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39781, "top5_acc": 0.66812, "loss_cls": 6.1603, "loss": 6.1603, "time": 0.59835}
{"mode": "train", "epoch": 105, "iter": 400, "lr": 0.02137, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.395, "top5_acc": 0.65562, "loss_cls": 6.20179, "loss": 6.20179, "time": 0.59625}
{"mode": "train", "epoch": 105, "iter": 500, "lr": 0.02135, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39594, "top5_acc": 0.66375, "loss_cls": 6.17984, "loss": 6.17984, "time": 0.60203}
{"mode": "train", "epoch": 105, "iter": 600, "lr": 0.02133, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40625, "top5_acc": 0.65875, "loss_cls": 6.16202, "loss": 6.16202, "time": 0.601}
{"mode": "train", "epoch": 105, "iter": 700, "lr": 0.0213, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38938, "top5_acc": 0.64391, "loss_cls": 6.21673, "loss": 6.21673, "time": 0.60455}
{"mode": "train", "epoch": 105, "iter": 800, "lr": 0.02128, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39734, "top5_acc": 0.65031, "loss_cls": 6.19807, "loss": 6.19807, "time": 0.60387}
{"mode": "train", "epoch": 105, "iter": 900, "lr": 0.02126, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.38219, "top5_acc": 0.65391, "loss_cls": 6.23104, "loss": 6.23104, "time": 0.60164}
{"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.02124, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39016, "top5_acc": 0.65188, "loss_cls": 6.2031, "loss": 6.2031, "time": 0.60193}
{"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.02121, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39594, "top5_acc": 0.65984, "loss_cls": 6.1721, "loss": 6.1721, "time": 0.60269}
{"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.02119, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39672, "top5_acc": 0.65469, "loss_cls": 6.19144, "loss": 6.19144, "time": 0.60094}
{"mode": "train", "epoch": 105, "iter": 1300, "lr": 0.02117, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39828, "top5_acc": 0.65578, "loss_cls": 6.16043, "loss": 6.16043, "time": 0.60144}
{"mode": "train", "epoch": 105, "iter": 1400, "lr": 0.02114, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38859, "top5_acc": 0.65578, "loss_cls": 6.2214, "loss": 6.2214, "time": 0.60136}
{"mode": "train", "epoch": 105, "iter": 1500, "lr": 0.02112, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39344, "top5_acc": 0.65578, "loss_cls": 6.22034, "loss": 6.22034, "time": 0.59937}
{"mode": "train", "epoch": 105, "iter": 1600, "lr": 0.0211, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38844, "top5_acc": 0.65047, "loss_cls": 6.23927, "loss": 6.23927, "time": 0.59982}
{"mode": "train", "epoch": 105, "iter": 1700, "lr": 0.02108, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.39078, "top5_acc": 0.65266, "loss_cls": 6.21923, "loss": 6.21923, "time": 0.60057}
{"mode": "train", "epoch": 105, "iter": 1800, "lr": 0.02105, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39438, "top5_acc": 0.65031, "loss_cls": 6.20192, "loss": 6.20192, "time": 0.60225}
{"mode": "train", "epoch": 105, "iter": 1900, "lr": 0.02103, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38922, "top5_acc": 0.64266, "loss_cls": 6.22573, "loss": 6.22573, "time": 0.60209}
{"mode": "train", "epoch": 105, "iter": 2000, "lr": 0.02101, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.38734, "top5_acc": 0.64891, "loss_cls": 6.23711, "loss": 6.23711, "time": 0.60894}
{"mode": "train", "epoch": 105, "iter": 2100, "lr": 0.02098, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39656, "top5_acc": 0.65984, "loss_cls": 6.16596, "loss": 6.16596, "time": 0.61316}
{"mode": "train", "epoch": 105, "iter": 2200, "lr": 0.02096, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39094, "top5_acc": 0.65703, "loss_cls": 6.22172, "loss": 6.22172, "time": 0.6008}
{"mode": "train", "epoch": 105, "iter": 2300, "lr": 0.02094, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38906, "top5_acc": 0.65781, "loss_cls": 6.20781, "loss": 6.20781, "time": 0.60098}
{"mode": "train", "epoch": 105, "iter": 2400, "lr": 0.02092, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40109, "top5_acc": 0.65984, "loss_cls": 6.16736, "loss": 6.16736, "time": 0.61055}
{"mode": "train", "epoch": 105, "iter": 2500, "lr": 0.02089, "memory": 16177, "data_time": 0.00052, "top1_acc": 0.38812, "top5_acc": 0.64375, "loss_cls": 6.25036, "loss": 6.25036, "time": 0.61737}
{"mode": "train", "epoch": 105, "iter": 2600, "lr": 0.02087, "memory": 16177, "data_time": 0.00085, "top1_acc": 0.38953, "top5_acc": 0.64547, "loss_cls": 6.23325, "loss": 6.23325, "time": 0.61593}
{"mode": "train", "epoch": 105, "iter": 2700, "lr": 0.02085, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.39438, "top5_acc": 0.64859, "loss_cls": 6.21057, "loss": 6.21057, "time": 0.60652}
{"mode": "train", "epoch": 105, "iter": 2800, "lr": 0.02083, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.39578, "top5_acc": 0.65828, "loss_cls": 6.21516, "loss": 6.21516, "time": 0.60175}
{"mode": "train", "epoch": 105, "iter": 2900, "lr": 0.0208, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.38203, "top5_acc": 0.64625, "loss_cls": 6.24938, "loss": 6.24938, "time": 0.60191}
{"mode": "train", "epoch": 105, "iter": 3000, "lr": 0.02078, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.38984, "top5_acc": 0.64281, "loss_cls": 6.2419, "loss": 6.2419, "time": 0.60689}
{"mode": "train", "epoch": 105, "iter": 3100, "lr": 0.02076, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39109, "top5_acc": 0.65109, "loss_cls": 6.21852, "loss": 6.21852, "time": 0.59664}
{"mode": "train", "epoch": 105, "iter": 3200, "lr": 0.02073, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39375, "top5_acc": 0.65031, "loss_cls": 6.19393, "loss": 6.19393, "time": 0.59909}
{"mode": "train", "epoch": 105, "iter": 3300, "lr": 0.02071, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39875, "top5_acc": 0.6575, "loss_cls": 6.20601, "loss": 6.20601, "time": 0.60372}
{"mode": "train", "epoch": 105, "iter": 3400, "lr": 0.02069, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.38281, "top5_acc": 0.63813, "loss_cls": 6.27974, "loss": 6.27974, "time": 0.60419}
{"mode": "train", "epoch": 105, "iter": 3500, "lr": 0.02067, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39484, "top5_acc": 0.65547, "loss_cls": 6.21251, "loss": 6.21251, "time": 0.6033}
{"mode": "train", "epoch": 105, "iter": 3600, "lr": 0.02064, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.38641, "top5_acc": 0.64766, "loss_cls": 6.24685, "loss": 6.24685, "time": 0.60282}
{"mode": "train", "epoch": 105, "iter": 3700, "lr": 0.02062, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38844, "top5_acc": 0.64859, "loss_cls": 6.22945, "loss": 6.22945, "time": 0.60113}
{"mode": "val", "epoch": 105, "iter": 309, "lr": 0.02061, "top1_acc": 0.34022, "top5_acc": 0.59307, "mean_class_accuracy": 0.33989}
{"mode": "train", "epoch": 106, "iter": 100, "lr": 0.02059, "memory": 16177, "data_time": 1.38184, "top1_acc": 0.40516, "top5_acc": 0.66734, "loss_cls": 6.12452, "loss": 6.12452, "time": 1.97025}
{"mode": "train", "epoch": 106, "iter": 200, "lr": 0.02057, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40672, "top5_acc": 0.66438, "loss_cls": 6.14782, "loss": 6.14782, "time": 0.59074}
{"mode": "train", "epoch": 106, "iter": 300, "lr": 0.02054, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39625, "top5_acc": 0.65594, "loss_cls": 6.17006, "loss": 6.17006, "time": 0.59817}
{"mode": "train", "epoch": 106, "iter": 400, "lr": 0.02052, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39797, "top5_acc": 0.66172, "loss_cls": 6.1395, "loss": 6.1395, "time": 0.60045}
{"mode": "train", "epoch": 106, "iter": 500, "lr": 0.0205, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40219, "top5_acc": 0.65281, "loss_cls": 6.18051, "loss": 6.18051, "time": 0.59961}
{"mode": "train", "epoch": 106, "iter": 600, "lr": 0.02048, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40359, "top5_acc": 0.66047, "loss_cls": 6.16678, "loss": 6.16678, "time": 0.60105}
{"mode": "train", "epoch": 106, "iter": 700, "lr": 0.02045, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40031, "top5_acc": 0.65891, "loss_cls": 6.18113, "loss": 6.18113, "time": 0.59916}
{"mode": "train", "epoch": 106, "iter": 800, "lr": 0.02043, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40359, "top5_acc": 0.65516, "loss_cls": 6.1699, "loss": 6.1699, "time": 0.60162}
{"mode": "train", "epoch": 106, "iter": 900, "lr": 0.02041, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40875, "top5_acc": 0.66094, "loss_cls": 6.14918, "loss": 6.14918, "time": 0.60391}
{"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.02039, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40391, "top5_acc": 0.65297, "loss_cls": 6.18077, "loss": 6.18077, "time": 0.59796}
{"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.02036, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.41062, "top5_acc": 0.66438, "loss_cls": 6.15484, "loss": 6.15484, "time": 0.60542}
{"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.02034, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.40562, "top5_acc": 0.65922, "loss_cls": 6.14263, "loss": 6.14263, "time": 0.61115}
{"mode": "train", "epoch": 106, "iter": 1300, "lr": 0.02032, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.39875, "top5_acc": 0.65203, "loss_cls": 6.20879, "loss": 6.20879, "time": 0.60552}
{"mode": "train", "epoch": 106, "iter": 1400, "lr": 0.0203, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.39438, "top5_acc": 0.65828, "loss_cls": 6.1751, "loss": 6.1751, "time": 0.60906}
{"mode": "train", "epoch": 106, "iter": 1500, "lr": 0.02027, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.39219, "top5_acc": 0.65734, "loss_cls": 6.20622, "loss": 6.20622, "time": 0.60595}
{"mode": "train", "epoch": 106, "iter": 1600, "lr": 0.02025, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40156, "top5_acc": 0.65969, "loss_cls": 6.18096, "loss": 6.18096, "time": 0.6023}
{"mode": "train", "epoch": 106, "iter": 1700, "lr": 0.02023, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.39641, "top5_acc": 0.66062, "loss_cls": 6.20021, "loss": 6.20021, "time": 0.60569}
{"mode": "train", "epoch": 106, "iter": 1800, "lr": 0.02021, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39172, "top5_acc": 0.66219, "loss_cls": 6.18213, "loss": 6.18213, "time": 0.59987}
{"mode": "train", "epoch": 106, "iter": 1900, "lr": 0.02018, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39453, "top5_acc": 0.64906, "loss_cls": 6.21782, "loss": 6.21782, "time": 0.60012}
{"mode": "train", "epoch": 106, "iter": 2000, "lr": 0.02016, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39297, "top5_acc": 0.65766, "loss_cls": 6.17975, "loss": 6.17975, "time": 0.6097}
{"mode": "train", "epoch": 106, "iter": 2100, "lr": 0.02014, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38609, "top5_acc": 0.64516, "loss_cls": 6.2475, "loss": 6.2475, "time": 0.60732}
{"mode": "train", "epoch": 106, "iter": 2200, "lr": 0.02012, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.40766, "top5_acc": 0.65922, "loss_cls": 6.16701, "loss": 6.16701, "time": 0.60365}
{"mode": "train", "epoch": 106, "iter": 2300, "lr": 0.02009, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.39438, "top5_acc": 0.65844, "loss_cls": 6.19004, "loss": 6.19004, "time": 0.60601}
{"mode": "train", "epoch": 106, "iter": 2400, "lr": 0.02007, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.41125, "top5_acc": 0.67797, "loss_cls": 6.11947, "loss": 6.11947, "time": 0.61341}
{"mode": "train", "epoch": 106, "iter": 2500, "lr": 0.02005, "memory": 16177, "data_time": 0.00047, "top1_acc": 0.40312, "top5_acc": 0.65172, "loss_cls": 6.21634, "loss": 6.21634, "time": 0.61825}
{"mode": "train", "epoch": 106, "iter": 2600, "lr": 0.02003, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.38031, "top5_acc": 0.64719, "loss_cls": 6.26974, "loss": 6.26974, "time": 0.61119}
{"mode": "train", "epoch": 106, "iter": 2700, "lr": 0.02, "memory": 16177, "data_time": 0.00045, "top1_acc": 0.39594, "top5_acc": 0.64844, "loss_cls": 6.21617, "loss": 6.21617, "time": 0.60538}
{"mode": "train", "epoch": 106, "iter": 2800, "lr": 0.01998, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39266, "top5_acc": 0.64781, "loss_cls": 6.22082, "loss": 6.22082, "time": 0.60263}
{"mode": "train", "epoch": 106, "iter": 2900, "lr": 0.01996, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.39719, "top5_acc": 0.65828, "loss_cls": 6.17688, "loss": 6.17688, "time": 0.60108}
{"mode": "train", "epoch": 106, "iter": 3000, "lr": 0.01994, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39, "top5_acc": 0.64766, "loss_cls": 6.23531, "loss": 6.23531, "time": 0.59828}
{"mode": "train", "epoch": 106, "iter": 3100, "lr": 0.01991, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39406, "top5_acc": 0.65781, "loss_cls": 6.18062, "loss": 6.18062, "time": 0.59629}
{"mode": "train", "epoch": 106, "iter": 3200, "lr": 0.01989, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.38484, "top5_acc": 0.64703, "loss_cls": 6.24899, "loss": 6.24899, "time": 0.60238}
{"mode": "train", "epoch": 106, "iter": 3300, "lr": 0.01987, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39391, "top5_acc": 0.64953, "loss_cls": 6.21072, "loss": 6.21072, "time": 0.60211}
{"mode": "train", "epoch": 106, "iter": 3400, "lr": 0.01985, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39828, "top5_acc": 0.65453, "loss_cls": 6.19746, "loss": 6.19746, "time": 0.60142}
{"mode": "train", "epoch": 106, "iter": 3500, "lr": 0.01983, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39703, "top5_acc": 0.66406, "loss_cls": 6.16783, "loss": 6.16783, "time": 0.60325}
{"mode": "train", "epoch": 106, "iter": 3600, "lr": 0.0198, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.39656, "top5_acc": 0.65844, "loss_cls": 6.17887, "loss": 6.17887, "time": 0.60469}
{"mode": "train", "epoch": 106, "iter": 3700, "lr": 0.01978, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39047, "top5_acc": 0.65516, "loss_cls": 6.21911, "loss": 6.21911, "time": 0.60438}
{"mode": "val", "epoch": 106, "iter": 309, "lr": 0.01977, "top1_acc": 0.32477, "top5_acc": 0.58411, "mean_class_accuracy": 0.32464}
{"mode": "train", "epoch": 107, "iter": 100, "lr": 0.01975, "memory": 16177, "data_time": 1.40461, "top1_acc": 0.41172, "top5_acc": 0.66031, "loss_cls": 6.12794, "loss": 6.12794, "time": 1.99542}
{"mode": "train", "epoch": 107, "iter": 200, "lr": 0.01973, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39547, "top5_acc": 0.65969, "loss_cls": 6.17265, "loss": 6.17265, "time": 0.59283}
{"mode": "train", "epoch": 107, "iter": 300, "lr": 0.0197, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40625, "top5_acc": 0.66703, "loss_cls": 6.13408, "loss": 6.13408, "time": 0.59782}
{"mode": "train", "epoch": 107, "iter": 400, "lr": 0.01968, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39203, "top5_acc": 0.65312, "loss_cls": 6.20567, "loss": 6.20567, "time": 0.60011}
{"mode": "train", "epoch": 107, "iter": 500, "lr": 0.01966, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.38875, "top5_acc": 0.65516, "loss_cls": 6.19383, "loss": 6.19383, "time": 0.60224}
{"mode": "train", "epoch": 107, "iter": 600, "lr": 0.01964, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.38922, "top5_acc": 0.65578, "loss_cls": 6.20767, "loss": 6.20767, "time": 0.60131}
{"mode": "train", "epoch": 107, "iter": 700, "lr": 0.01961, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40031, "top5_acc": 0.66578, "loss_cls": 6.15021, "loss": 6.15021, "time": 0.60447}
{"mode": "train", "epoch": 107, "iter": 800, "lr": 0.01959, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40641, "top5_acc": 0.6675, "loss_cls": 6.14947, "loss": 6.14947, "time": 0.60025}
{"mode": "train", "epoch": 107, "iter": 900, "lr": 0.01957, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40797, "top5_acc": 0.66328, "loss_cls": 6.14012, "loss": 6.14012, "time": 0.6004}
{"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.01955, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39953, "top5_acc": 0.65703, "loss_cls": 6.19501, "loss": 6.19501, "time": 0.60215}
{"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.01953, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40719, "top5_acc": 0.66375, "loss_cls": 6.13341, "loss": 6.13341, "time": 0.60355}
{"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.0195, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39859, "top5_acc": 0.66938, "loss_cls": 6.14604, "loss": 6.14604, "time": 0.60363}
{"mode": "train", "epoch": 107, "iter": 1300, "lr": 0.01948, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40531, "top5_acc": 0.6575, "loss_cls": 6.1637, "loss": 6.1637, "time": 0.60416}
{"mode": "train", "epoch": 107, "iter": 1400, "lr": 0.01946, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39969, "top5_acc": 0.66109, "loss_cls": 6.16034, "loss": 6.16034, "time": 0.6019}
{"mode": "train", "epoch": 107, "iter": 1500, "lr": 0.01944, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40984, "top5_acc": 0.66484, "loss_cls": 6.14718, "loss": 6.14718, "time": 0.60155}
{"mode": "train", "epoch": 107, "iter": 1600, "lr": 0.01942, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41438, "top5_acc": 0.66047, "loss_cls": 6.14824, "loss": 6.14824, "time": 0.60215}
{"mode": "train", "epoch": 107, "iter": 1700, "lr": 0.01939, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.4025, "top5_acc": 0.66062, "loss_cls": 6.17753, "loss": 6.17753, "time": 0.6003}
{"mode": "train", "epoch": 107, "iter": 1800, "lr": 0.01937, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40562, "top5_acc": 0.66438, "loss_cls": 6.11465, "loss": 6.11465, "time": 0.60202}
{"mode": "train", "epoch": 107, "iter": 1900, "lr": 0.01935, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40188, "top5_acc": 0.66578, "loss_cls": 6.15864, "loss": 6.15864, "time": 0.60475}
{"mode": "train", "epoch": 107, "iter": 2000, "lr": 0.01933, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39453, "top5_acc": 0.65391, "loss_cls": 6.19508, "loss": 6.19508, "time": 0.60842}
{"mode": "train", "epoch": 107, "iter": 2100, "lr": 0.0193, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39047, "top5_acc": 0.65516, "loss_cls": 6.19696, "loss": 6.19696, "time": 0.60045}
{"mode": "train", "epoch": 107, "iter": 2200, "lr": 0.01928, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39531, "top5_acc": 0.66312, "loss_cls": 6.16593, "loss": 6.16593, "time": 0.60174}
{"mode": "train", "epoch": 107, "iter": 2300, "lr": 0.01926, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39906, "top5_acc": 0.66359, "loss_cls": 6.15372, "loss": 6.15372, "time": 0.61012}
{"mode": "train", "epoch": 107, "iter": 2400, "lr": 0.01924, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40188, "top5_acc": 0.65578, "loss_cls": 6.20497, "loss": 6.20497, "time": 0.61534}
{"mode": "train", "epoch": 107, "iter": 2500, "lr": 0.01922, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.40719, "top5_acc": 0.66203, "loss_cls": 6.17029, "loss": 6.17029, "time": 0.61586}
{"mode": "train", "epoch": 107, "iter": 2600, "lr": 0.01919, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.39781, "top5_acc": 0.66438, "loss_cls": 6.16665, "loss": 6.16665, "time": 0.60559}
{"mode": "train", "epoch": 107, "iter": 2700, "lr": 0.01917, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39422, "top5_acc": 0.6575, "loss_cls": 6.18725, "loss": 6.18725, "time": 0.60231}
{"mode": "train", "epoch": 107, "iter": 2800, "lr": 0.01915, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.38562, "top5_acc": 0.64656, "loss_cls": 6.23189, "loss": 6.23189, "time": 0.60626}
{"mode": "train", "epoch": 107, "iter": 2900, "lr": 0.01913, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40047, "top5_acc": 0.65656, "loss_cls": 6.17799, "loss": 6.17799, "time": 0.6013}
{"mode": "train", "epoch": 107, "iter": 3000, "lr": 0.01911, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39719, "top5_acc": 0.6525, "loss_cls": 6.19009, "loss": 6.19009, "time": 0.59893}
{"mode": "train", "epoch": 107, "iter": 3100, "lr": 0.01908, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39891, "top5_acc": 0.65578, "loss_cls": 6.19759, "loss": 6.19759, "time": 0.59799}
{"mode": "train", "epoch": 107, "iter": 3200, "lr": 0.01906, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40062, "top5_acc": 0.65875, "loss_cls": 6.18817, "loss": 6.18817, "time": 0.60229}
{"mode": "train", "epoch": 107, "iter": 3300, "lr": 0.01904, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39781, "top5_acc": 0.65703, "loss_cls": 6.15866, "loss": 6.15866, "time": 0.60182}
{"mode": "train", "epoch": 107, "iter": 3400, "lr": 0.01902, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39422, "top5_acc": 0.65312, "loss_cls": 6.18168, "loss": 6.18168, "time": 0.60293}
{"mode": "train", "epoch": 107, "iter": 3500, "lr": 0.019, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39906, "top5_acc": 0.65641, "loss_cls": 6.17962, "loss": 6.17962, "time": 0.60298}
{"mode": "train", "epoch": 107, "iter": 3600, "lr": 0.01897, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40469, "top5_acc": 0.65531, "loss_cls": 6.18151, "loss": 6.18151, "time": 0.6011}
{"mode": "train", "epoch": 107, "iter": 3700, "lr": 0.01895, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40094, "top5_acc": 0.65234, "loss_cls": 6.19256, "loss": 6.19256, "time": 0.60241}
{"mode": "val", "epoch": 107, "iter": 309, "lr": 0.01894, "top1_acc": 0.33526, "top5_acc": 0.58942, "mean_class_accuracy": 0.33501}
{"mode": "train", "epoch": 108, "iter": 100, "lr": 0.01892, "memory": 16177, "data_time": 1.40422, "top1_acc": 0.41484, "top5_acc": 0.67016, "loss_cls": 6.09037, "loss": 6.09037, "time": 1.99491}
{"mode": "train", "epoch": 108, "iter": 200, "lr": 0.0189, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.41453, "top5_acc": 0.67047, "loss_cls": 6.1023, "loss": 6.1023, "time": 0.59779}
{"mode": "train", "epoch": 108, "iter": 300, "lr": 0.01888, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.42328, "top5_acc": 0.67469, "loss_cls": 6.09243, "loss": 6.09243, "time": 0.6006}
{"mode": "train", "epoch": 108, "iter": 400, "lr": 0.01886, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41266, "top5_acc": 0.68094, "loss_cls": 6.07899, "loss": 6.07899, "time": 0.60394}
{"mode": "train", "epoch": 108, "iter": 500, "lr": 0.01883, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41438, "top5_acc": 0.67672, "loss_cls": 6.0872, "loss": 6.0872, "time": 0.59997}
{"mode": "train", "epoch": 108, "iter": 600, "lr": 0.01881, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39359, "top5_acc": 0.66562, "loss_cls": 6.18101, "loss": 6.18101, "time": 0.60118}
{"mode": "train", "epoch": 108, "iter": 700, "lr": 0.01879, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39828, "top5_acc": 0.66156, "loss_cls": 6.16231, "loss": 6.16231, "time": 0.60286}
{"mode": "train", "epoch": 108, "iter": 800, "lr": 0.01877, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40875, "top5_acc": 0.66781, "loss_cls": 6.13683, "loss": 6.13683, "time": 0.60192}
{"mode": "train", "epoch": 108, "iter": 900, "lr": 0.01875, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39922, "top5_acc": 0.655, "loss_cls": 6.1722, "loss": 6.1722, "time": 0.60224}
{"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.01872, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40688, "top5_acc": 0.66844, "loss_cls": 6.12653, "loss": 6.12653, "time": 0.60288}
{"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.0187, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40328, "top5_acc": 0.66703, "loss_cls": 6.14764, "loss": 6.14764, "time": 0.60084}
{"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.01868, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40219, "top5_acc": 0.66625, "loss_cls": 6.12991, "loss": 6.12991, "time": 0.60025}
{"mode": "train", "epoch": 108, "iter": 1300, "lr": 0.01866, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40406, "top5_acc": 0.66266, "loss_cls": 6.1652, "loss": 6.1652, "time": 0.60264}
{"mode": "train", "epoch": 108, "iter": 1400, "lr": 0.01864, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40109, "top5_acc": 0.66281, "loss_cls": 6.15707, "loss": 6.15707, "time": 0.6018}
{"mode": "train", "epoch": 108, "iter": 1500, "lr": 0.01862, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.395, "top5_acc": 0.65531, "loss_cls": 6.17737, "loss": 6.17737, "time": 0.60808}
{"mode": "train", "epoch": 108, "iter": 1600, "lr": 0.01859, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40453, "top5_acc": 0.66578, "loss_cls": 6.15597, "loss": 6.15597, "time": 0.60328}
{"mode": "train", "epoch": 108, "iter": 1700, "lr": 0.01857, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39734, "top5_acc": 0.65812, "loss_cls": 6.19816, "loss": 6.19816, "time": 0.59974}
{"mode": "train", "epoch": 108, "iter": 1800, "lr": 0.01855, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.39938, "top5_acc": 0.66, "loss_cls": 6.15529, "loss": 6.15529, "time": 0.60642}
{"mode": "train", "epoch": 108, "iter": 1900, "lr": 0.01853, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40438, "top5_acc": 0.66938, "loss_cls": 6.12908, "loss": 6.12908, "time": 0.61337}
{"mode": "train", "epoch": 108, "iter": 2000, "lr": 0.01851, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40156, "top5_acc": 0.66594, "loss_cls": 6.16159, "loss": 6.16159, "time": 0.60271}
{"mode": "train", "epoch": 108, "iter": 2100, "lr": 0.01848, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40484, "top5_acc": 0.65703, "loss_cls": 6.16274, "loss": 6.16274, "time": 0.60559}
{"mode": "train", "epoch": 108, "iter": 2200, "lr": 0.01846, "memory": 16177, "data_time": 0.00048, "top1_acc": 0.41172, "top5_acc": 0.65953, "loss_cls": 6.15531, "loss": 6.15531, "time": 0.60974}
{"mode": "train", "epoch": 108, "iter": 2300, "lr": 0.01844, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40719, "top5_acc": 0.66984, "loss_cls": 6.12636, "loss": 6.12636, "time": 0.6063}
{"mode": "train", "epoch": 108, "iter": 2400, "lr": 0.01842, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40891, "top5_acc": 0.66281, "loss_cls": 6.13516, "loss": 6.13516, "time": 0.61179}
{"mode": "train", "epoch": 108, "iter": 2500, "lr": 0.0184, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.39125, "top5_acc": 0.66109, "loss_cls": 6.17815, "loss": 6.17815, "time": 0.61389}
{"mode": "train", "epoch": 108, "iter": 2600, "lr": 0.01838, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39344, "top5_acc": 0.6575, "loss_cls": 6.19803, "loss": 6.19803, "time": 0.60299}
{"mode": "train", "epoch": 108, "iter": 2700, "lr": 0.01835, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39703, "top5_acc": 0.66391, "loss_cls": 6.16341, "loss": 6.16341, "time": 0.6046}
{"mode": "train", "epoch": 108, "iter": 2800, "lr": 0.01833, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40703, "top5_acc": 0.6575, "loss_cls": 6.1681, "loss": 6.1681, "time": 0.6007}
{"mode": "train", "epoch": 108, "iter": 2900, "lr": 0.01831, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.41484, "top5_acc": 0.67844, "loss_cls": 6.11343, "loss": 6.11343, "time": 0.59689}
{"mode": "train", "epoch": 108, "iter": 3000, "lr": 0.01829, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39703, "top5_acc": 0.65781, "loss_cls": 6.18936, "loss": 6.18936, "time": 0.59811}
{"mode": "train", "epoch": 108, "iter": 3100, "lr": 0.01827, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40547, "top5_acc": 0.66141, "loss_cls": 6.1429, "loss": 6.1429, "time": 0.59947}
{"mode": "train", "epoch": 108, "iter": 3200, "lr": 0.01825, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39953, "top5_acc": 0.66297, "loss_cls": 6.15575, "loss": 6.15575, "time": 0.60349}
{"mode": "train", "epoch": 108, "iter": 3300, "lr": 0.01823, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40047, "top5_acc": 0.65453, "loss_cls": 6.19267, "loss": 6.19267, "time": 0.60137}
{"mode": "train", "epoch": 108, "iter": 3400, "lr": 0.0182, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39844, "top5_acc": 0.655, "loss_cls": 6.18007, "loss": 6.18007, "time": 0.60219}
{"mode": "train", "epoch": 108, "iter": 3500, "lr": 0.01818, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.39641, "top5_acc": 0.66328, "loss_cls": 6.16446, "loss": 6.16446, "time": 0.60133}
{"mode": "train", "epoch": 108, "iter": 3600, "lr": 0.01816, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40703, "top5_acc": 0.65859, "loss_cls": 6.17778, "loss": 6.17778, "time": 0.59836}
{"mode": "train", "epoch": 108, "iter": 3700, "lr": 0.01814, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39375, "top5_acc": 0.64984, "loss_cls": 6.21261, "loss": 6.21261, "time": 0.60021}
{"mode": "val", "epoch": 108, "iter": 309, "lr": 0.01813, "top1_acc": 0.34589, "top5_acc": 0.60183, "mean_class_accuracy": 0.34561}
{"mode": "train", "epoch": 109, "iter": 100, "lr": 0.01811, "memory": 16177, "data_time": 1.40634, "top1_acc": 0.41328, "top5_acc": 0.6675, "loss_cls": 6.12361, "loss": 6.12361, "time": 1.99815}
{"mode": "train", "epoch": 109, "iter": 200, "lr": 0.01809, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40797, "top5_acc": 0.66906, "loss_cls": 6.09982, "loss": 6.09982, "time": 0.59405}
{"mode": "train", "epoch": 109, "iter": 300, "lr": 0.01806, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42312, "top5_acc": 0.67891, "loss_cls": 6.06551, "loss": 6.06551, "time": 0.59817}
{"mode": "train", "epoch": 109, "iter": 400, "lr": 0.01804, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41953, "top5_acc": 0.67203, "loss_cls": 6.1001, "loss": 6.1001, "time": 0.60099}
{"mode": "train", "epoch": 109, "iter": 500, "lr": 0.01802, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41016, "top5_acc": 0.67188, "loss_cls": 6.10062, "loss": 6.10062, "time": 0.60414}
{"mode": "train", "epoch": 109, "iter": 600, "lr": 0.018, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.415, "top5_acc": 0.67953, "loss_cls": 6.08314, "loss": 6.08314, "time": 0.609}
{"mode": "train", "epoch": 109, "iter": 700, "lr": 0.01798, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.40312, "top5_acc": 0.66953, "loss_cls": 6.11987, "loss": 6.11987, "time": 0.61049}
{"mode": "train", "epoch": 109, "iter": 800, "lr": 0.01796, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.41234, "top5_acc": 0.67859, "loss_cls": 6.1153, "loss": 6.1153, "time": 0.61398}
{"mode": "train", "epoch": 109, "iter": 900, "lr": 0.01794, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.41219, "top5_acc": 0.66766, "loss_cls": 6.11779, "loss": 6.11779, "time": 0.60425}
{"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.01791, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40328, "top5_acc": 0.66297, "loss_cls": 6.14148, "loss": 6.14148, "time": 0.6017}
{"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.01789, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.40203, "top5_acc": 0.66484, "loss_cls": 6.13803, "loss": 6.13803, "time": 0.60484}
{"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.01787, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42125, "top5_acc": 0.66266, "loss_cls": 6.12497, "loss": 6.12497, "time": 0.60116}
{"mode": "train", "epoch": 109, "iter": 1300, "lr": 0.01785, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40422, "top5_acc": 0.66141, "loss_cls": 6.1575, "loss": 6.1575, "time": 0.6021}
{"mode": "train", "epoch": 109, "iter": 1400, "lr": 0.01783, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40516, "top5_acc": 0.65922, "loss_cls": 6.16629, "loss": 6.16629, "time": 0.60281}
{"mode": "train", "epoch": 109, "iter": 1500, "lr": 0.01781, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39156, "top5_acc": 0.65672, "loss_cls": 6.18106, "loss": 6.18106, "time": 0.60196}
{"mode": "train", "epoch": 109, "iter": 1600, "lr": 0.01779, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40141, "top5_acc": 0.65938, "loss_cls": 6.19131, "loss": 6.19131, "time": 0.60673}
{"mode": "train", "epoch": 109, "iter": 1700, "lr": 0.01776, "memory": 16177, "data_time": 0.00052, "top1_acc": 0.40844, "top5_acc": 0.66547, "loss_cls": 6.13823, "loss": 6.13823, "time": 0.61968}
{"mode": "train", "epoch": 109, "iter": 1800, "lr": 0.01774, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.41578, "top5_acc": 0.66562, "loss_cls": 6.10764, "loss": 6.10764, "time": 0.60756}
{"mode": "train", "epoch": 109, "iter": 1900, "lr": 0.01772, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41344, "top5_acc": 0.66203, "loss_cls": 6.13208, "loss": 6.13208, "time": 0.60395}
{"mode": "train", "epoch": 109, "iter": 2000, "lr": 0.0177, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.40766, "top5_acc": 0.66, "loss_cls": 6.13069, "loss": 6.13069, "time": 0.60019}
{"mode": "train", "epoch": 109, "iter": 2100, "lr": 0.01768, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.4, "top5_acc": 0.65953, "loss_cls": 6.17782, "loss": 6.17782, "time": 0.60643}
{"mode": "train", "epoch": 109, "iter": 2200, "lr": 0.01766, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.40859, "top5_acc": 0.66969, "loss_cls": 6.13653, "loss": 6.13653, "time": 0.606}
{"mode": "train", "epoch": 109, "iter": 2300, "lr": 0.01764, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.40766, "top5_acc": 0.67031, "loss_cls": 6.10957, "loss": 6.10957, "time": 0.60565}
{"mode": "train", "epoch": 109, "iter": 2400, "lr": 0.01761, "memory": 16177, "data_time": 0.00054, "top1_acc": 0.41062, "top5_acc": 0.66656, "loss_cls": 6.11845, "loss": 6.11845, "time": 0.6117}
{"mode": "train", "epoch": 109, "iter": 2500, "lr": 0.01759, "memory": 16177, "data_time": 0.00045, "top1_acc": 0.39859, "top5_acc": 0.66516, "loss_cls": 6.16463, "loss": 6.16463, "time": 0.60809}
{"mode": "train", "epoch": 109, "iter": 2600, "lr": 0.01757, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41359, "top5_acc": 0.67312, "loss_cls": 6.10543, "loss": 6.10543, "time": 0.60282}
{"mode": "train", "epoch": 109, "iter": 2700, "lr": 0.01755, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.40734, "top5_acc": 0.65969, "loss_cls": 6.15731, "loss": 6.15731, "time": 0.60534}
{"mode": "train", "epoch": 109, "iter": 2800, "lr": 0.01753, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40875, "top5_acc": 0.67547, "loss_cls": 6.10106, "loss": 6.10106, "time": 0.60094}
{"mode": "train", "epoch": 109, "iter": 2900, "lr": 0.01751, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.39625, "top5_acc": 0.66047, "loss_cls": 6.18639, "loss": 6.18639, "time": 0.59871}
{"mode": "train", "epoch": 109, "iter": 3000, "lr": 0.01749, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40734, "top5_acc": 0.66344, "loss_cls": 6.15279, "loss": 6.15279, "time": 0.59855}
{"mode": "train", "epoch": 109, "iter": 3100, "lr": 0.01747, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40312, "top5_acc": 0.65391, "loss_cls": 6.17129, "loss": 6.17129, "time": 0.60264}
{"mode": "train", "epoch": 109, "iter": 3200, "lr": 0.01744, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40797, "top5_acc": 0.66766, "loss_cls": 6.1188, "loss": 6.1188, "time": 0.60423}
{"mode": "train", "epoch": 109, "iter": 3300, "lr": 0.01742, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39766, "top5_acc": 0.665, "loss_cls": 6.13544, "loss": 6.13544, "time": 0.60527}
{"mode": "train", "epoch": 109, "iter": 3400, "lr": 0.0174, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.41266, "top5_acc": 0.65938, "loss_cls": 6.11132, "loss": 6.11132, "time": 0.60341}
{"mode": "train", "epoch": 109, "iter": 3500, "lr": 0.01738, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40016, "top5_acc": 0.66312, "loss_cls": 6.16335, "loss": 6.16335, "time": 0.60548}
{"mode": "train", "epoch": 109, "iter": 3600, "lr": 0.01736, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.39766, "top5_acc": 0.66203, "loss_cls": 6.17526, "loss": 6.17526, "time": 0.60372}
{"mode": "train", "epoch": 109, "iter": 3700, "lr": 0.01734, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.40625, "top5_acc": 0.66531, "loss_cls": 6.1324, "loss": 6.1324, "time": 0.60477}
{"mode": "val", "epoch": 109, "iter": 309, "lr": 0.01733, "top1_acc": 0.34787, "top5_acc": 0.60219, "mean_class_accuracy": 0.34759}
{"mode": "train", "epoch": 110, "iter": 100, "lr": 0.01731, "memory": 16177, "data_time": 1.46932, "top1_acc": 0.42203, "top5_acc": 0.68672, "loss_cls": 6.05159, "loss": 6.05159, "time": 2.07242}
{"mode": "train", "epoch": 110, "iter": 200, "lr": 0.01729, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.41266, "top5_acc": 0.67328, "loss_cls": 6.07575, "loss": 6.07575, "time": 0.59682}
{"mode": "train", "epoch": 110, "iter": 300, "lr": 0.01727, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.41609, "top5_acc": 0.68203, "loss_cls": 6.08097, "loss": 6.08097, "time": 0.59942}
{"mode": "train", "epoch": 110, "iter": 400, "lr": 0.01724, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42797, "top5_acc": 0.68266, "loss_cls": 6.0464, "loss": 6.0464, "time": 0.60058}
{"mode": "train", "epoch": 110, "iter": 500, "lr": 0.01722, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42406, "top5_acc": 0.67609, "loss_cls": 6.06093, "loss": 6.06093, "time": 0.6011}
{"mode": "train", "epoch": 110, "iter": 600, "lr": 0.0172, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41969, "top5_acc": 0.67547, "loss_cls": 6.04865, "loss": 6.04865, "time": 0.60173}
{"mode": "train", "epoch": 110, "iter": 700, "lr": 0.01718, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41656, "top5_acc": 0.67391, "loss_cls": 6.09893, "loss": 6.09893, "time": 0.59885}
{"mode": "train", "epoch": 110, "iter": 800, "lr": 0.01716, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40516, "top5_acc": 0.67469, "loss_cls": 6.10547, "loss": 6.10547, "time": 0.60175}
{"mode": "train", "epoch": 110, "iter": 900, "lr": 0.01714, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40844, "top5_acc": 0.66766, "loss_cls": 6.11129, "loss": 6.11129, "time": 0.6021}
{"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.01712, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40125, "top5_acc": 0.67312, "loss_cls": 6.12276, "loss": 6.12276, "time": 0.60025}
{"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.0171, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40438, "top5_acc": 0.66328, "loss_cls": 6.1318, "loss": 6.1318, "time": 0.60265}
{"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.01708, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41078, "top5_acc": 0.66391, "loss_cls": 6.12113, "loss": 6.12113, "time": 0.60044}
{"mode": "train", "epoch": 110, "iter": 1300, "lr": 0.01705, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40812, "top5_acc": 0.66656, "loss_cls": 6.12957, "loss": 6.12957, "time": 0.60121}
{"mode": "train", "epoch": 110, "iter": 1400, "lr": 0.01703, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.41969, "top5_acc": 0.66734, "loss_cls": 6.09162, "loss": 6.09162, "time": 0.60217}
{"mode": "train", "epoch": 110, "iter": 1500, "lr": 0.01701, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.42062, "top5_acc": 0.67406, "loss_cls": 6.07644, "loss": 6.07644, "time": 0.59862}
{"mode": "train", "epoch": 110, "iter": 1600, "lr": 0.01699, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41047, "top5_acc": 0.66656, "loss_cls": 6.16017, "loss": 6.16017, "time": 0.60374}
{"mode": "train", "epoch": 110, "iter": 1700, "lr": 0.01697, "memory": 16177, "data_time": 0.00047, "top1_acc": 0.39344, "top5_acc": 0.65875, "loss_cls": 6.19913, "loss": 6.19913, "time": 0.6072}
{"mode": "train", "epoch": 110, "iter": 1800, "lr": 0.01695, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41547, "top5_acc": 0.67703, "loss_cls": 6.0839, "loss": 6.0839, "time": 0.60887}
{"mode": "train", "epoch": 110, "iter": 1900, "lr": 0.01693, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.40859, "top5_acc": 0.66672, "loss_cls": 6.12845, "loss": 6.12845, "time": 0.59721}
{"mode": "train", "epoch": 110, "iter": 2000, "lr": 0.01691, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41625, "top5_acc": 0.67172, "loss_cls": 6.10801, "loss": 6.10801, "time": 0.59998}
{"mode": "train", "epoch": 110, "iter": 2100, "lr": 0.01689, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41062, "top5_acc": 0.66547, "loss_cls": 6.12967, "loss": 6.12967, "time": 0.60691}
{"mode": "train", "epoch": 110, "iter": 2200, "lr": 0.01687, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40844, "top5_acc": 0.66281, "loss_cls": 6.14133, "loss": 6.14133, "time": 0.61104}
{"mode": "train", "epoch": 110, "iter": 2300, "lr": 0.01685, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.39938, "top5_acc": 0.65781, "loss_cls": 6.17405, "loss": 6.17405, "time": 0.60948}
{"mode": "train", "epoch": 110, "iter": 2400, "lr": 0.01682, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.41578, "top5_acc": 0.66266, "loss_cls": 6.13032, "loss": 6.13032, "time": 0.60828}
{"mode": "train", "epoch": 110, "iter": 2500, "lr": 0.0168, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.39844, "top5_acc": 0.65578, "loss_cls": 6.17163, "loss": 6.17163, "time": 0.60145}
{"mode": "train", "epoch": 110, "iter": 2600, "lr": 0.01678, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.41172, "top5_acc": 0.66672, "loss_cls": 6.11592, "loss": 6.11592, "time": 0.60069}
{"mode": "train", "epoch": 110, "iter": 2700, "lr": 0.01676, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.41625, "top5_acc": 0.67453, "loss_cls": 6.11075, "loss": 6.11075, "time": 0.60431}
{"mode": "train", "epoch": 110, "iter": 2800, "lr": 0.01674, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40516, "top5_acc": 0.66781, "loss_cls": 6.1557, "loss": 6.1557, "time": 0.59879}
{"mode": "train", "epoch": 110, "iter": 2900, "lr": 0.01672, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40969, "top5_acc": 0.67016, "loss_cls": 6.14057, "loss": 6.14057, "time": 0.59487}
{"mode": "train", "epoch": 110, "iter": 3000, "lr": 0.0167, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.41094, "top5_acc": 0.67, "loss_cls": 6.1001, "loss": 6.1001, "time": 0.5991}
{"mode": "train", "epoch": 110, "iter": 3100, "lr": 0.01668, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.4025, "top5_acc": 0.66484, "loss_cls": 6.15069, "loss": 6.15069, "time": 0.59998}
{"mode": "train", "epoch": 110, "iter": 3200, "lr": 0.01666, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40781, "top5_acc": 0.67391, "loss_cls": 6.13142, "loss": 6.13142, "time": 0.59983}
{"mode": "train", "epoch": 110, "iter": 3300, "lr": 0.01664, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40984, "top5_acc": 0.67219, "loss_cls": 6.12526, "loss": 6.12526, "time": 0.6033}
{"mode": "train", "epoch": 110, "iter": 3400, "lr": 0.01662, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.4125, "top5_acc": 0.66969, "loss_cls": 6.10372, "loss": 6.10372, "time": 0.61026}
{"mode": "train", "epoch": 110, "iter": 3500, "lr": 0.01659, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.41016, "top5_acc": 0.67891, "loss_cls": 6.08871, "loss": 6.08871, "time": 0.60424}
{"mode": "train", "epoch": 110, "iter": 3600, "lr": 0.01657, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.41359, "top5_acc": 0.67359, "loss_cls": 6.10796, "loss": 6.10796, "time": 0.60301}
{"mode": "train", "epoch": 110, "iter": 3700, "lr": 0.01655, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.40406, "top5_acc": 0.67078, "loss_cls": 6.11952, "loss": 6.11952, "time": 0.60467}
{"mode": "val", "epoch": 110, "iter": 309, "lr": 0.01654, "top1_acc": 0.35294, "top5_acc": 0.6106, "mean_class_accuracy": 0.35254}
{"mode": "train", "epoch": 111, "iter": 100, "lr": 0.01652, "memory": 16177, "data_time": 1.42507, "top1_acc": 0.41688, "top5_acc": 0.68391, "loss_cls": 6.04732, "loss": 6.04732, "time": 2.01963}
{"mode": "train", "epoch": 111, "iter": 200, "lr": 0.0165, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.42625, "top5_acc": 0.68734, "loss_cls": 6.01961, "loss": 6.01961, "time": 0.60558}
{"mode": "train", "epoch": 111, "iter": 300, "lr": 0.01648, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41672, "top5_acc": 0.67688, "loss_cls": 6.07461, "loss": 6.07461, "time": 0.59868}
{"mode": "train", "epoch": 111, "iter": 400, "lr": 0.01646, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42688, "top5_acc": 0.68016, "loss_cls": 6.05524, "loss": 6.05524, "time": 0.60027}
{"mode": "train", "epoch": 111, "iter": 500, "lr": 0.01644, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.41234, "top5_acc": 0.67109, "loss_cls": 6.10202, "loss": 6.10202, "time": 0.60009}
{"mode": "train", "epoch": 111, "iter": 600, "lr": 0.01642, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42344, "top5_acc": 0.67422, "loss_cls": 6.07071, "loss": 6.07071, "time": 0.60502}
{"mode": "train", "epoch": 111, "iter": 700, "lr": 0.0164, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.41469, "top5_acc": 0.66297, "loss_cls": 6.09366, "loss": 6.09366, "time": 0.60237}
{"mode": "train", "epoch": 111, "iter": 800, "lr": 0.01638, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41797, "top5_acc": 0.67531, "loss_cls": 6.06751, "loss": 6.06751, "time": 0.60215}
{"mode": "train", "epoch": 111, "iter": 900, "lr": 0.01636, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.41484, "top5_acc": 0.67875, "loss_cls": 6.07904, "loss": 6.07904, "time": 0.60955}
{"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.01634, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.41188, "top5_acc": 0.67188, "loss_cls": 6.08598, "loss": 6.08598, "time": 0.60509}
{"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.01632, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42125, "top5_acc": 0.68609, "loss_cls": 6.04527, "loss": 6.04527, "time": 0.60406}
{"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.0163, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40172, "top5_acc": 0.67203, "loss_cls": 6.12936, "loss": 6.12936, "time": 0.60384}
{"mode": "train", "epoch": 111, "iter": 1300, "lr": 0.01627, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41656, "top5_acc": 0.67703, "loss_cls": 6.08392, "loss": 6.08392, "time": 0.602}
{"mode": "train", "epoch": 111, "iter": 1400, "lr": 0.01625, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40609, "top5_acc": 0.66172, "loss_cls": 6.14263, "loss": 6.14263, "time": 0.59895}
{"mode": "train", "epoch": 111, "iter": 1500, "lr": 0.01623, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.39234, "top5_acc": 0.65812, "loss_cls": 6.17286, "loss": 6.17286, "time": 0.60548}
{"mode": "train", "epoch": 111, "iter": 1600, "lr": 0.01621, "memory": 16177, "data_time": 0.00063, "top1_acc": 0.40938, "top5_acc": 0.67438, "loss_cls": 6.11148, "loss": 6.11148, "time": 0.60751}
{"mode": "train", "epoch": 111, "iter": 1700, "lr": 0.01619, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40328, "top5_acc": 0.66344, "loss_cls": 6.16697, "loss": 6.16697, "time": 0.60778}
{"mode": "train", "epoch": 111, "iter": 1800, "lr": 0.01617, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41297, "top5_acc": 0.67188, "loss_cls": 6.11309, "loss": 6.11309, "time": 0.60569}
{"mode": "train", "epoch": 111, "iter": 1900, "lr": 0.01615, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.41234, "top5_acc": 0.66672, "loss_cls": 6.1092, "loss": 6.1092, "time": 0.60092}
{"mode": "train", "epoch": 111, "iter": 2000, "lr": 0.01613, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41266, "top5_acc": 0.67891, "loss_cls": 6.06653, "loss": 6.06653, "time": 0.60372}
{"mode": "train", "epoch": 111, "iter": 2100, "lr": 0.01611, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.42062, "top5_acc": 0.67516, "loss_cls": 6.06835, "loss": 6.06835, "time": 0.61031}
{"mode": "train", "epoch": 111, "iter": 2200, "lr": 0.01609, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.40984, "top5_acc": 0.66953, "loss_cls": 6.11078, "loss": 6.11078, "time": 0.61013}
{"mode": "train", "epoch": 111, "iter": 2300, "lr": 0.01607, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.40672, "top5_acc": 0.66375, "loss_cls": 6.10788, "loss": 6.10788, "time": 0.61152}
{"mode": "train", "epoch": 111, "iter": 2400, "lr": 0.01605, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41375, "top5_acc": 0.67281, "loss_cls": 6.07163, "loss": 6.07163, "time": 0.60717}
{"mode": "train", "epoch": 111, "iter": 2500, "lr": 0.01603, "memory": 16177, "data_time": 0.00051, "top1_acc": 0.42125, "top5_acc": 0.67203, "loss_cls": 6.07314, "loss": 6.07314, "time": 0.60438}
{"mode": "train", "epoch": 111, "iter": 2600, "lr": 0.01601, "memory": 16177, "data_time": 0.00066, "top1_acc": 0.40828, "top5_acc": 0.66109, "loss_cls": 6.12394, "loss": 6.12394, "time": 0.60152}
{"mode": "train", "epoch": 111, "iter": 2700, "lr": 0.01599, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42016, "top5_acc": 0.67141, "loss_cls": 6.08314, "loss": 6.08314, "time": 0.60204}
{"mode": "train", "epoch": 111, "iter": 2800, "lr": 0.01597, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41078, "top5_acc": 0.67, "loss_cls": 6.12714, "loss": 6.12714, "time": 0.60052}
{"mode": "train", "epoch": 111, "iter": 2900, "lr": 0.01595, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.4125, "top5_acc": 0.66734, "loss_cls": 6.11105, "loss": 6.11105, "time": 0.60045}
{"mode": "train", "epoch": 111, "iter": 3000, "lr": 0.01593, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41375, "top5_acc": 0.66516, "loss_cls": 6.10495, "loss": 6.10495, "time": 0.60137}
{"mode": "train", "epoch": 111, "iter": 3100, "lr": 0.0159, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.41312, "top5_acc": 0.67484, "loss_cls": 6.09962, "loss": 6.09962, "time": 0.60041}
{"mode": "train", "epoch": 111, "iter": 3200, "lr": 0.01588, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41047, "top5_acc": 0.66594, "loss_cls": 6.13421, "loss": 6.13421, "time": 0.60398}
{"mode": "train", "epoch": 111, "iter": 3300, "lr": 0.01586, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41172, "top5_acc": 0.66625, "loss_cls": 6.11817, "loss": 6.11817, "time": 0.60388}
{"mode": "train", "epoch": 111, "iter": 3400, "lr": 0.01584, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41, "top5_acc": 0.6775, "loss_cls": 6.08931, "loss": 6.08931, "time": 0.60245}
{"mode": "train", "epoch": 111, "iter": 3500, "lr": 0.01582, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40938, "top5_acc": 0.66422, "loss_cls": 6.1284, "loss": 6.1284, "time": 0.60184}
{"mode": "train", "epoch": 111, "iter": 3600, "lr": 0.0158, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41719, "top5_acc": 0.67828, "loss_cls": 6.06952, "loss": 6.06952, "time": 0.60648}
{"mode": "train", "epoch": 111, "iter": 3700, "lr": 0.01578, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41016, "top5_acc": 0.67984, "loss_cls": 6.09686, "loss": 6.09686, "time": 0.60082}
{"mode": "val", "epoch": 111, "iter": 309, "lr": 0.01577, "top1_acc": 0.34807, "top5_acc": 0.60599, "mean_class_accuracy": 0.34798}
{"mode": "train", "epoch": 112, "iter": 100, "lr": 0.01575, "memory": 16177, "data_time": 1.41263, "top1_acc": 0.43344, "top5_acc": 0.69141, "loss_cls": 6.02996, "loss": 6.02996, "time": 2.00555}
{"mode": "train", "epoch": 112, "iter": 200, "lr": 0.01573, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42531, "top5_acc": 0.67562, "loss_cls": 6.05498, "loss": 6.05498, "time": 0.59781}
{"mode": "train", "epoch": 112, "iter": 300, "lr": 0.01571, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42078, "top5_acc": 0.68234, "loss_cls": 6.06594, "loss": 6.06594, "time": 0.59824}
{"mode": "train", "epoch": 112, "iter": 400, "lr": 0.01569, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41656, "top5_acc": 0.68031, "loss_cls": 6.06881, "loss": 6.06881, "time": 0.60172}
{"mode": "train", "epoch": 112, "iter": 500, "lr": 0.01567, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42, "top5_acc": 0.67906, "loss_cls": 6.08364, "loss": 6.08364, "time": 0.60011}
{"mode": "train", "epoch": 112, "iter": 600, "lr": 0.01565, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.41172, "top5_acc": 0.67266, "loss_cls": 6.1046, "loss": 6.1046, "time": 0.60079}
{"mode": "train", "epoch": 112, "iter": 700, "lr": 0.01563, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42812, "top5_acc": 0.67906, "loss_cls": 6.04474, "loss": 6.04474, "time": 0.60032}
{"mode": "train", "epoch": 112, "iter": 800, "lr": 0.01561, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41781, "top5_acc": 0.67938, "loss_cls": 6.07355, "loss": 6.07355, "time": 0.60234}
{"mode": "train", "epoch": 112, "iter": 900, "lr": 0.01559, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42469, "top5_acc": 0.67828, "loss_cls": 6.04245, "loss": 6.04245, "time": 0.60186}
{"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.01557, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41422, "top5_acc": 0.68078, "loss_cls": 6.06796, "loss": 6.06796, "time": 0.60113}
{"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.01555, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42531, "top5_acc": 0.67781, "loss_cls": 6.05879, "loss": 6.05879, "time": 0.60238}
{"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.01553, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.40922, "top5_acc": 0.67938, "loss_cls": 6.08264, "loss": 6.08264, "time": 0.60343}
{"mode": "train", "epoch": 112, "iter": 1300, "lr": 0.01551, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42328, "top5_acc": 0.68297, "loss_cls": 6.04115, "loss": 6.04115, "time": 0.6038}
{"mode": "train", "epoch": 112, "iter": 1400, "lr": 0.01549, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.41828, "top5_acc": 0.68312, "loss_cls": 6.0508, "loss": 6.0508, "time": 0.60332}
{"mode": "train", "epoch": 112, "iter": 1500, "lr": 0.01547, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.41453, "top5_acc": 0.67906, "loss_cls": 6.06234, "loss": 6.06234, "time": 0.60176}
{"mode": "train", "epoch": 112, "iter": 1600, "lr": 0.01545, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41906, "top5_acc": 0.6825, "loss_cls": 6.04783, "loss": 6.04783, "time": 0.60915}
{"mode": "train", "epoch": 112, "iter": 1700, "lr": 0.01543, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.40641, "top5_acc": 0.67156, "loss_cls": 6.10987, "loss": 6.10987, "time": 0.60306}
{"mode": "train", "epoch": 112, "iter": 1800, "lr": 0.01541, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.42203, "top5_acc": 0.67906, "loss_cls": 6.06473, "loss": 6.06473, "time": 0.60529}
{"mode": "train", "epoch": 112, "iter": 1900, "lr": 0.01539, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41453, "top5_acc": 0.67141, "loss_cls": 6.10404, "loss": 6.10404, "time": 0.60201}
{"mode": "train", "epoch": 112, "iter": 2000, "lr": 0.01537, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.41438, "top5_acc": 0.67516, "loss_cls": 6.07343, "loss": 6.07343, "time": 0.6098}
{"mode": "train", "epoch": 112, "iter": 2100, "lr": 0.01535, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41781, "top5_acc": 0.68047, "loss_cls": 6.08411, "loss": 6.08411, "time": 0.61011}
{"mode": "train", "epoch": 112, "iter": 2200, "lr": 0.01533, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.41766, "top5_acc": 0.67938, "loss_cls": 6.07551, "loss": 6.07551, "time": 0.6114}
{"mode": "train", "epoch": 112, "iter": 2300, "lr": 0.01531, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.41625, "top5_acc": 0.66953, "loss_cls": 6.09696, "loss": 6.09696, "time": 0.60881}
{"mode": "train", "epoch": 112, "iter": 2400, "lr": 0.01529, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.41219, "top5_acc": 0.67016, "loss_cls": 6.10264, "loss": 6.10264, "time": 0.60815}
{"mode": "train", "epoch": 112, "iter": 2500, "lr": 0.01527, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.41891, "top5_acc": 0.67141, "loss_cls": 6.12031, "loss": 6.12031, "time": 0.6059}
{"mode": "train", "epoch": 112, "iter": 2600, "lr": 0.01525, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.41828, "top5_acc": 0.67406, "loss_cls": 6.07913, "loss": 6.07913, "time": 0.60612}
{"mode": "train", "epoch": 112, "iter": 2700, "lr": 0.01523, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42734, "top5_acc": 0.68344, "loss_cls": 6.05905, "loss": 6.05905, "time": 0.59609}
{"mode": "train", "epoch": 112, "iter": 2800, "lr": 0.01521, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.40766, "top5_acc": 0.66656, "loss_cls": 6.10596, "loss": 6.10596, "time": 0.59911}
{"mode": "train", "epoch": 112, "iter": 2900, "lr": 0.01519, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41109, "top5_acc": 0.68047, "loss_cls": 6.07942, "loss": 6.07942, "time": 0.5985}
{"mode": "train", "epoch": 112, "iter": 3000, "lr": 0.01517, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42016, "top5_acc": 0.68453, "loss_cls": 6.0805, "loss": 6.0805, "time": 0.60163}
{"mode": "train", "epoch": 112, "iter": 3100, "lr": 0.01515, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41969, "top5_acc": 0.67406, "loss_cls": 6.08399, "loss": 6.08399, "time": 0.60107}
{"mode": "train", "epoch": 112, "iter": 3200, "lr": 0.01513, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41828, "top5_acc": 0.66906, "loss_cls": 6.11188, "loss": 6.11188, "time": 0.6045}
{"mode": "train", "epoch": 112, "iter": 3300, "lr": 0.01511, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40812, "top5_acc": 0.67641, "loss_cls": 6.10677, "loss": 6.10677, "time": 0.604}
{"mode": "train", "epoch": 112, "iter": 3400, "lr": 0.01509, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41203, "top5_acc": 0.67938, "loss_cls": 6.10344, "loss": 6.10344, "time": 0.60207}
{"mode": "train", "epoch": 112, "iter": 3500, "lr": 0.01507, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.41562, "top5_acc": 0.68109, "loss_cls": 6.0601, "loss": 6.0601, "time": 0.60178}
{"mode": "train", "epoch": 112, "iter": 3600, "lr": 0.01505, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41359, "top5_acc": 0.68125, "loss_cls": 6.06441, "loss": 6.06441, "time": 0.60404}
{"mode": "train", "epoch": 112, "iter": 3700, "lr": 0.01503, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41484, "top5_acc": 0.66375, "loss_cls": 6.12747, "loss": 6.12747, "time": 0.60389}
{"mode": "val", "epoch": 112, "iter": 309, "lr": 0.01502, "top1_acc": 0.36372, "top5_acc": 0.62128, "mean_class_accuracy": 0.36348}
{"mode": "train", "epoch": 113, "iter": 100, "lr": 0.015, "memory": 16177, "data_time": 1.44986, "top1_acc": 0.43484, "top5_acc": 0.69422, "loss_cls": 5.97065, "loss": 5.97065, "time": 2.04153}
{"mode": "train", "epoch": 113, "iter": 200, "lr": 0.01498, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42922, "top5_acc": 0.69453, "loss_cls": 5.99375, "loss": 5.99375, "time": 0.5979}
{"mode": "train", "epoch": 113, "iter": 300, "lr": 0.01496, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43359, "top5_acc": 0.69188, "loss_cls": 5.98923, "loss": 5.98923, "time": 0.59958}
{"mode": "train", "epoch": 113, "iter": 400, "lr": 0.01494, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.42406, "top5_acc": 0.68734, "loss_cls": 6.00633, "loss": 6.00633, "time": 0.60272}
{"mode": "train", "epoch": 113, "iter": 500, "lr": 0.01492, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41938, "top5_acc": 0.67625, "loss_cls": 6.05315, "loss": 6.05315, "time": 0.60365}
{"mode": "train", "epoch": 113, "iter": 600, "lr": 0.0149, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43578, "top5_acc": 0.69078, "loss_cls": 5.99052, "loss": 5.99052, "time": 0.60177}
{"mode": "train", "epoch": 113, "iter": 700, "lr": 0.01488, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.4225, "top5_acc": 0.67484, "loss_cls": 6.06226, "loss": 6.06226, "time": 0.60282}
{"mode": "train", "epoch": 113, "iter": 800, "lr": 0.01486, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.41922, "top5_acc": 0.67203, "loss_cls": 6.08467, "loss": 6.08467, "time": 0.60401}
{"mode": "train", "epoch": 113, "iter": 900, "lr": 0.01484, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42188, "top5_acc": 0.68156, "loss_cls": 6.05149, "loss": 6.05149, "time": 0.60114}
{"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.01482, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.415, "top5_acc": 0.67188, "loss_cls": 6.07264, "loss": 6.07264, "time": 0.60053}
{"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.0148, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42641, "top5_acc": 0.68141, "loss_cls": 6.0095, "loss": 6.0095, "time": 0.60663}
{"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.01478, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42016, "top5_acc": 0.68297, "loss_cls": 6.04582, "loss": 6.04582, "time": 0.6043}
{"mode": "train", "epoch": 113, "iter": 1300, "lr": 0.01476, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.42234, "top5_acc": 0.68562, "loss_cls": 6.04751, "loss": 6.04751, "time": 0.60323}
{"mode": "train", "epoch": 113, "iter": 1400, "lr": 0.01474, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41734, "top5_acc": 0.67594, "loss_cls": 6.06439, "loss": 6.06439, "time": 0.60423}
{"mode": "train", "epoch": 113, "iter": 1500, "lr": 0.01472, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41297, "top5_acc": 0.66688, "loss_cls": 6.11198, "loss": 6.11198, "time": 0.61141}
{"mode": "train", "epoch": 113, "iter": 1600, "lr": 0.0147, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42562, "top5_acc": 0.67406, "loss_cls": 6.07239, "loss": 6.07239, "time": 0.60716}
{"mode": "train", "epoch": 113, "iter": 1700, "lr": 0.01468, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.41906, "top5_acc": 0.67844, "loss_cls": 6.06096, "loss": 6.06096, "time": 0.60579}
{"mode": "train", "epoch": 113, "iter": 1800, "lr": 0.01466, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42344, "top5_acc": 0.68234, "loss_cls": 6.03528, "loss": 6.03528, "time": 0.60136}
{"mode": "train", "epoch": 113, "iter": 1900, "lr": 0.01464, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.41672, "top5_acc": 0.67078, "loss_cls": 6.09281, "loss": 6.09281, "time": 0.60368}
{"mode": "train", "epoch": 113, "iter": 2000, "lr": 0.01462, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.43891, "top5_acc": 0.6825, "loss_cls": 6.00589, "loss": 6.00589, "time": 0.60865}
{"mode": "train", "epoch": 113, "iter": 2100, "lr": 0.0146, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.43375, "top5_acc": 0.68219, "loss_cls": 6.02652, "loss": 6.02652, "time": 0.60951}
{"mode": "train", "epoch": 113, "iter": 2200, "lr": 0.01458, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.41344, "top5_acc": 0.66781, "loss_cls": 6.09795, "loss": 6.09795, "time": 0.61344}
{"mode": "train", "epoch": 113, "iter": 2300, "lr": 0.01456, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.41422, "top5_acc": 0.67703, "loss_cls": 6.05849, "loss": 6.05849, "time": 0.61642}
{"mode": "train", "epoch": 113, "iter": 2400, "lr": 0.01454, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.42344, "top5_acc": 0.67875, "loss_cls": 6.05386, "loss": 6.05386, "time": 0.60732}
{"mode": "train", "epoch": 113, "iter": 2500, "lr": 0.01452, "memory": 16177, "data_time": 0.00073, "top1_acc": 0.41234, "top5_acc": 0.66562, "loss_cls": 6.11325, "loss": 6.11325, "time": 0.60636}
{"mode": "train", "epoch": 113, "iter": 2600, "lr": 0.0145, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.41453, "top5_acc": 0.67984, "loss_cls": 6.08537, "loss": 6.08537, "time": 0.60305}
{"mode": "train", "epoch": 113, "iter": 2700, "lr": 0.01448, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.4125, "top5_acc": 0.67141, "loss_cls": 6.09078, "loss": 6.09078, "time": 0.59928}
{"mode": "train", "epoch": 113, "iter": 2800, "lr": 0.01446, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41844, "top5_acc": 0.67562, "loss_cls": 6.08983, "loss": 6.08983, "time": 0.60027}
{"mode": "train", "epoch": 113, "iter": 2900, "lr": 0.01444, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.42312, "top5_acc": 0.67922, "loss_cls": 6.06536, "loss": 6.06536, "time": 0.60428}
{"mode": "train", "epoch": 113, "iter": 3000, "lr": 0.01442, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42688, "top5_acc": 0.68578, "loss_cls": 6.04609, "loss": 6.04609, "time": 0.60355}
{"mode": "train", "epoch": 113, "iter": 3100, "lr": 0.0144, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.41359, "top5_acc": 0.6675, "loss_cls": 6.08724, "loss": 6.08724, "time": 0.6082}
{"mode": "train", "epoch": 113, "iter": 3200, "lr": 0.01438, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41828, "top5_acc": 0.67797, "loss_cls": 6.06352, "loss": 6.06352, "time": 0.60302}
{"mode": "train", "epoch": 113, "iter": 3300, "lr": 0.01436, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42047, "top5_acc": 0.68531, "loss_cls": 6.06771, "loss": 6.06771, "time": 0.60296}
{"mode": "train", "epoch": 113, "iter": 3400, "lr": 0.01434, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.40484, "top5_acc": 0.66797, "loss_cls": 6.12489, "loss": 6.12489, "time": 0.60001}
{"mode": "train", "epoch": 113, "iter": 3500, "lr": 0.01432, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.40906, "top5_acc": 0.67719, "loss_cls": 6.0932, "loss": 6.0932, "time": 0.6033}
{"mode": "train", "epoch": 113, "iter": 3600, "lr": 0.01431, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42609, "top5_acc": 0.68016, "loss_cls": 6.05951, "loss": 6.05951, "time": 0.60428}
{"mode": "train", "epoch": 113, "iter": 3700, "lr": 0.01429, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43359, "top5_acc": 0.68172, "loss_cls": 6.02555, "loss": 6.02555, "time": 0.60469}
{"mode": "val", "epoch": 113, "iter": 309, "lr": 0.01428, "top1_acc": 0.36575, "top5_acc": 0.61804, "mean_class_accuracy": 0.36544}
{"mode": "train", "epoch": 114, "iter": 100, "lr": 0.01426, "memory": 16177, "data_time": 1.43227, "top1_acc": 0.43984, "top5_acc": 0.68875, "loss_cls": 5.99134, "loss": 5.99134, "time": 2.02335}
{"mode": "train", "epoch": 114, "iter": 200, "lr": 0.01424, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43328, "top5_acc": 0.69172, "loss_cls": 5.99527, "loss": 5.99527, "time": 0.59649}
{"mode": "train", "epoch": 114, "iter": 300, "lr": 0.01422, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43109, "top5_acc": 0.68828, "loss_cls": 6.02658, "loss": 6.02658, "time": 0.59882}
{"mode": "train", "epoch": 114, "iter": 400, "lr": 0.0142, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.42828, "top5_acc": 0.6925, "loss_cls": 6.00635, "loss": 6.00635, "time": 0.60487}
{"mode": "train", "epoch": 114, "iter": 500, "lr": 0.01418, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42703, "top5_acc": 0.685, "loss_cls": 6.033, "loss": 6.033, "time": 0.60271}
{"mode": "train", "epoch": 114, "iter": 600, "lr": 0.01416, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42922, "top5_acc": 0.68656, "loss_cls": 6.00713, "loss": 6.00713, "time": 0.60336}
{"mode": "train", "epoch": 114, "iter": 700, "lr": 0.01414, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43703, "top5_acc": 0.68844, "loss_cls": 6.02165, "loss": 6.02165, "time": 0.60276}
{"mode": "train", "epoch": 114, "iter": 800, "lr": 0.01412, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.43156, "top5_acc": 0.69531, "loss_cls": 5.97171, "loss": 5.97171, "time": 0.60707}
{"mode": "train", "epoch": 114, "iter": 900, "lr": 0.0141, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.42953, "top5_acc": 0.69172, "loss_cls": 6.00268, "loss": 6.00268, "time": 0.61118}
{"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.01408, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.42484, "top5_acc": 0.69047, "loss_cls": 6.01676, "loss": 6.01676, "time": 0.61202}
{"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.01406, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.43328, "top5_acc": 0.68891, "loss_cls": 6.01276, "loss": 6.01276, "time": 0.60553}
{"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.01404, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41781, "top5_acc": 0.67438, "loss_cls": 6.0707, "loss": 6.0707, "time": 0.6057}
{"mode": "train", "epoch": 114, "iter": 1300, "lr": 0.01402, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.42344, "top5_acc": 0.68281, "loss_cls": 6.03757, "loss": 6.03757, "time": 0.60345}
{"mode": "train", "epoch": 114, "iter": 1400, "lr": 0.014, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.42797, "top5_acc": 0.68766, "loss_cls": 6.03692, "loss": 6.03692, "time": 0.60824}
{"mode": "train", "epoch": 114, "iter": 1500, "lr": 0.01398, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42578, "top5_acc": 0.68094, "loss_cls": 6.02045, "loss": 6.02045, "time": 0.60672}
{"mode": "train", "epoch": 114, "iter": 1600, "lr": 0.01397, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41719, "top5_acc": 0.67844, "loss_cls": 6.04168, "loss": 6.04168, "time": 0.60459}
{"mode": "train", "epoch": 114, "iter": 1700, "lr": 0.01395, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.4375, "top5_acc": 0.69141, "loss_cls": 5.99918, "loss": 5.99918, "time": 0.6062}
{"mode": "train", "epoch": 114, "iter": 1800, "lr": 0.01393, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42141, "top5_acc": 0.67609, "loss_cls": 6.0527, "loss": 6.0527, "time": 0.60095}
{"mode": "train", "epoch": 114, "iter": 1900, "lr": 0.01391, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.42031, "top5_acc": 0.68953, "loss_cls": 6.03696, "loss": 6.03696, "time": 0.60939}
{"mode": "train", "epoch": 114, "iter": 2000, "lr": 0.01389, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42297, "top5_acc": 0.68047, "loss_cls": 6.06666, "loss": 6.06666, "time": 0.6083}
{"mode": "train", "epoch": 114, "iter": 2100, "lr": 0.01387, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42828, "top5_acc": 0.67844, "loss_cls": 6.07564, "loss": 6.07564, "time": 0.60811}
{"mode": "train", "epoch": 114, "iter": 2200, "lr": 0.01385, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.42094, "top5_acc": 0.67422, "loss_cls": 6.06807, "loss": 6.06807, "time": 0.61037}
{"mode": "train", "epoch": 114, "iter": 2300, "lr": 0.01383, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.41984, "top5_acc": 0.67406, "loss_cls": 6.08546, "loss": 6.08546, "time": 0.61543}
{"mode": "train", "epoch": 114, "iter": 2400, "lr": 0.01381, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.41859, "top5_acc": 0.68203, "loss_cls": 6.062, "loss": 6.062, "time": 0.60297}
{"mode": "train", "epoch": 114, "iter": 2500, "lr": 0.01379, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.42703, "top5_acc": 0.68188, "loss_cls": 6.03349, "loss": 6.03349, "time": 0.60309}
{"mode": "train", "epoch": 114, "iter": 2600, "lr": 0.01377, "memory": 16177, "data_time": 0.00048, "top1_acc": 0.42266, "top5_acc": 0.69172, "loss_cls": 6.02196, "loss": 6.02196, "time": 0.6046}
{"mode": "train", "epoch": 114, "iter": 2700, "lr": 0.01375, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.42734, "top5_acc": 0.68359, "loss_cls": 6.04124, "loss": 6.04124, "time": 0.59539}
{"mode": "train", "epoch": 114, "iter": 2800, "lr": 0.01373, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41609, "top5_acc": 0.67984, "loss_cls": 6.05798, "loss": 6.05798, "time": 0.5951}
{"mode": "train", "epoch": 114, "iter": 2900, "lr": 0.01371, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42625, "top5_acc": 0.68812, "loss_cls": 6.00419, "loss": 6.00419, "time": 0.60126}
{"mode": "train", "epoch": 114, "iter": 3000, "lr": 0.01369, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.42594, "top5_acc": 0.68297, "loss_cls": 6.04134, "loss": 6.04134, "time": 0.60476}
{"mode": "train", "epoch": 114, "iter": 3100, "lr": 0.01368, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.41375, "top5_acc": 0.68922, "loss_cls": 6.04248, "loss": 6.04248, "time": 0.60617}
{"mode": "train", "epoch": 114, "iter": 3200, "lr": 0.01366, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.42953, "top5_acc": 0.69078, "loss_cls": 6.01495, "loss": 6.01495, "time": 0.60641}
{"mode": "train", "epoch": 114, "iter": 3300, "lr": 0.01364, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43062, "top5_acc": 0.68438, "loss_cls": 6.04425, "loss": 6.04425, "time": 0.6002}
{"mode": "train", "epoch": 114, "iter": 3400, "lr": 0.01362, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42062, "top5_acc": 0.67656, "loss_cls": 6.08352, "loss": 6.08352, "time": 0.60169}
{"mode": "train", "epoch": 114, "iter": 3500, "lr": 0.0136, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41328, "top5_acc": 0.68078, "loss_cls": 6.08836, "loss": 6.08836, "time": 0.6015}
{"mode": "train", "epoch": 114, "iter": 3600, "lr": 0.01358, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42406, "top5_acc": 0.68391, "loss_cls": 6.04855, "loss": 6.04855, "time": 0.60082}
{"mode": "train", "epoch": 114, "iter": 3700, "lr": 0.01356, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41859, "top5_acc": 0.67531, "loss_cls": 6.06603, "loss": 6.06603, "time": 0.60162}
{"mode": "val", "epoch": 114, "iter": 309, "lr": 0.01355, "top1_acc": 0.37684, "top5_acc": 0.6307, "mean_class_accuracy": 0.37667}
{"mode": "train", "epoch": 115, "iter": 100, "lr": 0.01353, "memory": 16177, "data_time": 1.44788, "top1_acc": 0.44719, "top5_acc": 0.69609, "loss_cls": 5.96377, "loss": 5.96377, "time": 2.03932}
{"mode": "train", "epoch": 115, "iter": 200, "lr": 0.01351, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.44312, "top5_acc": 0.70109, "loss_cls": 5.93342, "loss": 5.93342, "time": 0.59581}
{"mode": "train", "epoch": 115, "iter": 300, "lr": 0.01349, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43016, "top5_acc": 0.68922, "loss_cls": 6.00043, "loss": 6.00043, "time": 0.60112}
{"mode": "train", "epoch": 115, "iter": 400, "lr": 0.01348, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42797, "top5_acc": 0.69141, "loss_cls": 5.99297, "loss": 5.99297, "time": 0.60316}
{"mode": "train", "epoch": 115, "iter": 500, "lr": 0.01346, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.44047, "top5_acc": 0.68812, "loss_cls": 5.98437, "loss": 5.98437, "time": 0.6057}
{"mode": "train", "epoch": 115, "iter": 600, "lr": 0.01344, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.43781, "top5_acc": 0.69359, "loss_cls": 5.97088, "loss": 5.97088, "time": 0.60268}
{"mode": "train", "epoch": 115, "iter": 700, "lr": 0.01342, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.43328, "top5_acc": 0.68625, "loss_cls": 5.99045, "loss": 5.99045, "time": 0.60466}
{"mode": "train", "epoch": 115, "iter": 800, "lr": 0.0134, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43781, "top5_acc": 0.69234, "loss_cls": 5.98577, "loss": 5.98577, "time": 0.60233}
{"mode": "train", "epoch": 115, "iter": 900, "lr": 0.01338, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.43719, "top5_acc": 0.69688, "loss_cls": 5.98878, "loss": 5.98878, "time": 0.60529}
{"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.01336, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43531, "top5_acc": 0.69375, "loss_cls": 5.97977, "loss": 5.97977, "time": 0.60117}
{"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.01334, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43625, "top5_acc": 0.685, "loss_cls": 6.0263, "loss": 6.0263, "time": 0.59888}
{"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.01332, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.42125, "top5_acc": 0.68125, "loss_cls": 6.03827, "loss": 6.03827, "time": 0.6096}
{"mode": "train", "epoch": 115, "iter": 1300, "lr": 0.0133, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.42734, "top5_acc": 0.69688, "loss_cls": 5.96851, "loss": 5.96851, "time": 0.60465}
{"mode": "train", "epoch": 115, "iter": 1400, "lr": 0.01328, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.43469, "top5_acc": 0.68531, "loss_cls": 5.99065, "loss": 5.99065, "time": 0.60853}
{"mode": "train", "epoch": 115, "iter": 1500, "lr": 0.01327, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42781, "top5_acc": 0.69141, "loss_cls": 6.00884, "loss": 6.00884, "time": 0.60646}
{"mode": "train", "epoch": 115, "iter": 1600, "lr": 0.01325, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41953, "top5_acc": 0.68312, "loss_cls": 6.03611, "loss": 6.03611, "time": 0.60282}
{"mode": "train", "epoch": 115, "iter": 1700, "lr": 0.01323, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43188, "top5_acc": 0.69109, "loss_cls": 5.99107, "loss": 5.99107, "time": 0.5988}
{"mode": "train", "epoch": 115, "iter": 1800, "lr": 0.01321, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42531, "top5_acc": 0.68844, "loss_cls": 6.02252, "loss": 6.02252, "time": 0.60345}
{"mode": "train", "epoch": 115, "iter": 1900, "lr": 0.01319, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43531, "top5_acc": 0.69188, "loss_cls": 5.99548, "loss": 5.99548, "time": 0.60719}
{"mode": "train", "epoch": 115, "iter": 2000, "lr": 0.01317, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.41297, "top5_acc": 0.67969, "loss_cls": 6.08212, "loss": 6.08212, "time": 0.60266}
{"mode": "train", "epoch": 115, "iter": 2100, "lr": 0.01315, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43312, "top5_acc": 0.68812, "loss_cls": 6.014, "loss": 6.014, "time": 0.61082}
{"mode": "train", "epoch": 115, "iter": 2200, "lr": 0.01313, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.42688, "top5_acc": 0.68469, "loss_cls": 6.03819, "loss": 6.03819, "time": 0.61483}
{"mode": "train", "epoch": 115, "iter": 2300, "lr": 0.01311, "memory": 16177, "data_time": 0.00057, "top1_acc": 0.42047, "top5_acc": 0.68094, "loss_cls": 6.06187, "loss": 6.06187, "time": 0.61201}
{"mode": "train", "epoch": 115, "iter": 2400, "lr": 0.0131, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.43016, "top5_acc": 0.66938, "loss_cls": 6.05617, "loss": 6.05617, "time": 0.60618}
{"mode": "train", "epoch": 115, "iter": 2500, "lr": 0.01308, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.42828, "top5_acc": 0.68297, "loss_cls": 6.02391, "loss": 6.02391, "time": 0.60592}
{"mode": "train", "epoch": 115, "iter": 2600, "lr": 0.01306, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43609, "top5_acc": 0.68875, "loss_cls": 6.00984, "loss": 6.00984, "time": 0.5972}
{"mode": "train", "epoch": 115, "iter": 2700, "lr": 0.01304, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.42219, "top5_acc": 0.69109, "loss_cls": 6.01207, "loss": 6.01207, "time": 0.60069}
{"mode": "train", "epoch": 115, "iter": 2800, "lr": 0.01302, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.43031, "top5_acc": 0.68359, "loss_cls": 6.02234, "loss": 6.02234, "time": 0.60178}
{"mode": "train", "epoch": 115, "iter": 2900, "lr": 0.013, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.42828, "top5_acc": 0.68297, "loss_cls": 6.04026, "loss": 6.04026, "time": 0.60244}
{"mode": "train", "epoch": 115, "iter": 3000, "lr": 0.01298, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.41875, "top5_acc": 0.67984, "loss_cls": 6.07526, "loss": 6.07526, "time": 0.60179}
{"mode": "train", "epoch": 115, "iter": 3100, "lr": 0.01296, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.43312, "top5_acc": 0.67812, "loss_cls": 6.02425, "loss": 6.02425, "time": 0.59794}
{"mode": "train", "epoch": 115, "iter": 3200, "lr": 0.01295, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42922, "top5_acc": 0.68656, "loss_cls": 6.02793, "loss": 6.02793, "time": 0.60015}
{"mode": "train", "epoch": 115, "iter": 3300, "lr": 0.01293, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.42328, "top5_acc": 0.68359, "loss_cls": 6.04524, "loss": 6.04524, "time": 0.60483}
{"mode": "train", "epoch": 115, "iter": 3400, "lr": 0.01291, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.41938, "top5_acc": 0.68234, "loss_cls": 6.05985, "loss": 6.05985, "time": 0.61065}
{"mode": "train", "epoch": 115, "iter": 3500, "lr": 0.01289, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.42109, "top5_acc": 0.67906, "loss_cls": 6.03512, "loss": 6.03512, "time": 0.60784}
{"mode": "train", "epoch": 115, "iter": 3600, "lr": 0.01287, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42781, "top5_acc": 0.68656, "loss_cls": 6.03529, "loss": 6.03529, "time": 0.6012}
{"mode": "train", "epoch": 115, "iter": 3700, "lr": 0.01285, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.42906, "top5_acc": 0.69172, "loss_cls": 6.03637, "loss": 6.03637, "time": 0.60847}
{"mode": "val", "epoch": 115, "iter": 309, "lr": 0.01284, "top1_acc": 0.36453, "top5_acc": 0.62138, "mean_class_accuracy": 0.36431}
{"mode": "train", "epoch": 116, "iter": 100, "lr": 0.01282, "memory": 16177, "data_time": 1.5359, "top1_acc": 0.44297, "top5_acc": 0.69719, "loss_cls": 5.9332, "loss": 5.9332, "time": 2.12993}
{"mode": "train", "epoch": 116, "iter": 200, "lr": 0.01281, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44016, "top5_acc": 0.695, "loss_cls": 5.94393, "loss": 5.94393, "time": 0.5935}
{"mode": "train", "epoch": 116, "iter": 300, "lr": 0.01279, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44078, "top5_acc": 0.69859, "loss_cls": 5.95449, "loss": 5.95449, "time": 0.60004}
{"mode": "train", "epoch": 116, "iter": 400, "lr": 0.01277, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43594, "top5_acc": 0.69875, "loss_cls": 5.96543, "loss": 5.96543, "time": 0.59955}
{"mode": "train", "epoch": 116, "iter": 500, "lr": 0.01275, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44344, "top5_acc": 0.69234, "loss_cls": 5.96793, "loss": 5.96793, "time": 0.60289}
{"mode": "train", "epoch": 116, "iter": 600, "lr": 0.01273, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43719, "top5_acc": 0.70703, "loss_cls": 5.94095, "loss": 5.94095, "time": 0.60221}
{"mode": "train", "epoch": 116, "iter": 700, "lr": 0.01271, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43594, "top5_acc": 0.69547, "loss_cls": 5.985, "loss": 5.985, "time": 0.59902}
{"mode": "train", "epoch": 116, "iter": 800, "lr": 0.01269, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44047, "top5_acc": 0.69234, "loss_cls": 5.96495, "loss": 5.96495, "time": 0.60381}
{"mode": "train", "epoch": 116, "iter": 900, "lr": 0.01268, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.43688, "top5_acc": 0.69266, "loss_cls": 5.96529, "loss": 5.96529, "time": 0.60503}
{"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.01266, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.43031, "top5_acc": 0.69641, "loss_cls": 5.98163, "loss": 5.98163, "time": 0.60286}
{"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.01264, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43516, "top5_acc": 0.68922, "loss_cls": 5.97588, "loss": 5.97588, "time": 0.601}
{"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.01262, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43141, "top5_acc": 0.68422, "loss_cls": 6.03515, "loss": 6.03515, "time": 0.60035}
{"mode": "train", "epoch": 116, "iter": 1300, "lr": 0.0126, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.43016, "top5_acc": 0.69281, "loss_cls": 6.00304, "loss": 6.00304, "time": 0.60702}
{"mode": "train", "epoch": 116, "iter": 1400, "lr": 0.01258, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.42312, "top5_acc": 0.67797, "loss_cls": 6.05676, "loss": 6.05676, "time": 0.60887}
{"mode": "train", "epoch": 116, "iter": 1500, "lr": 0.01256, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.4375, "top5_acc": 0.68469, "loss_cls": 6.00989, "loss": 6.00989, "time": 0.60526}
{"mode": "train", "epoch": 116, "iter": 1600, "lr": 0.01255, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.42828, "top5_acc": 0.69344, "loss_cls": 6.00666, "loss": 6.00666, "time": 0.59924}
{"mode": "train", "epoch": 116, "iter": 1700, "lr": 0.01253, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.43266, "top5_acc": 0.68703, "loss_cls": 6.00869, "loss": 6.00869, "time": 0.60294}
{"mode": "train", "epoch": 116, "iter": 1800, "lr": 0.01251, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43516, "top5_acc": 0.68969, "loss_cls": 5.97165, "loss": 5.97165, "time": 0.60419}
{"mode": "train", "epoch": 116, "iter": 1900, "lr": 0.01249, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.42656, "top5_acc": 0.68578, "loss_cls": 6.02456, "loss": 6.02456, "time": 0.61574}
{"mode": "train", "epoch": 116, "iter": 2000, "lr": 0.01247, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.42672, "top5_acc": 0.68406, "loss_cls": 6.01064, "loss": 6.01064, "time": 0.6051}
{"mode": "train", "epoch": 116, "iter": 2100, "lr": 0.01245, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.43453, "top5_acc": 0.69609, "loss_cls": 5.98673, "loss": 5.98673, "time": 0.61032}
{"mode": "train", "epoch": 116, "iter": 2200, "lr": 0.01243, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43359, "top5_acc": 0.69094, "loss_cls": 6.00021, "loss": 6.00021, "time": 0.60814}
{"mode": "train", "epoch": 116, "iter": 2300, "lr": 0.01242, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.42984, "top5_acc": 0.69297, "loss_cls": 6.02297, "loss": 6.02297, "time": 0.60068}
{"mode": "train", "epoch": 116, "iter": 2400, "lr": 0.0124, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43375, "top5_acc": 0.69422, "loss_cls": 5.97993, "loss": 5.97993, "time": 0.59802}
{"mode": "train", "epoch": 116, "iter": 2500, "lr": 0.01238, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.41391, "top5_acc": 0.67688, "loss_cls": 6.06334, "loss": 6.06334, "time": 0.5969}
{"mode": "train", "epoch": 116, "iter": 2600, "lr": 0.01236, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.42891, "top5_acc": 0.69797, "loss_cls": 5.99926, "loss": 5.99926, "time": 0.59342}
{"mode": "train", "epoch": 116, "iter": 2700, "lr": 0.01234, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.43609, "top5_acc": 0.70234, "loss_cls": 5.96869, "loss": 5.96869, "time": 0.59707}
{"mode": "train", "epoch": 116, "iter": 2800, "lr": 0.01232, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42594, "top5_acc": 0.68484, "loss_cls": 6.03905, "loss": 6.03905, "time": 0.60008}
{"mode": "train", "epoch": 116, "iter": 2900, "lr": 0.01231, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42828, "top5_acc": 0.69656, "loss_cls": 5.98199, "loss": 5.98199, "time": 0.59785}
{"mode": "train", "epoch": 116, "iter": 3000, "lr": 0.01229, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43469, "top5_acc": 0.68734, "loss_cls": 6.01201, "loss": 6.01201, "time": 0.60041}
{"mode": "train", "epoch": 116, "iter": 3100, "lr": 0.01227, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.44156, "top5_acc": 0.69047, "loss_cls": 5.98216, "loss": 5.98216, "time": 0.59713}
{"mode": "train", "epoch": 116, "iter": 3200, "lr": 0.01225, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43094, "top5_acc": 0.69234, "loss_cls": 6.00498, "loss": 6.00498, "time": 0.60201}
{"mode": "train", "epoch": 116, "iter": 3300, "lr": 0.01223, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42844, "top5_acc": 0.69359, "loss_cls": 6.00759, "loss": 6.00759, "time": 0.59973}
{"mode": "train", "epoch": 116, "iter": 3400, "lr": 0.01221, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42703, "top5_acc": 0.67906, "loss_cls": 6.05225, "loss": 6.05225, "time": 0.6011}
{"mode": "train", "epoch": 116, "iter": 3500, "lr": 0.0122, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42141, "top5_acc": 0.68797, "loss_cls": 6.0109, "loss": 6.0109, "time": 0.60095}
{"mode": "train", "epoch": 116, "iter": 3600, "lr": 0.01218, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.43406, "top5_acc": 0.68547, "loss_cls": 5.99736, "loss": 5.99736, "time": 0.60122}
{"mode": "train", "epoch": 116, "iter": 3700, "lr": 0.01216, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42312, "top5_acc": 0.68406, "loss_cls": 6.04642, "loss": 6.04642, "time": 0.60159}
{"mode": "val", "epoch": 116, "iter": 309, "lr": 0.01215, "top1_acc": 0.37112, "top5_acc": 0.6304, "mean_class_accuracy": 0.37081}
{"mode": "train", "epoch": 117, "iter": 100, "lr": 0.01213, "memory": 16177, "data_time": 1.39603, "top1_acc": 0.45891, "top5_acc": 0.71703, "loss_cls": 5.84399, "loss": 5.84399, "time": 1.98515}
{"mode": "train", "epoch": 117, "iter": 200, "lr": 0.01211, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44953, "top5_acc": 0.70781, "loss_cls": 5.93125, "loss": 5.93125, "time": 0.59548}
{"mode": "train", "epoch": 117, "iter": 300, "lr": 0.0121, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43594, "top5_acc": 0.69172, "loss_cls": 6.00017, "loss": 6.00017, "time": 0.59618}
{"mode": "train", "epoch": 117, "iter": 400, "lr": 0.01208, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44625, "top5_acc": 0.70516, "loss_cls": 5.91276, "loss": 5.91276, "time": 0.59703}
{"mode": "train", "epoch": 117, "iter": 500, "lr": 0.01206, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44828, "top5_acc": 0.70312, "loss_cls": 5.93907, "loss": 5.93907, "time": 0.60179}
{"mode": "train", "epoch": 117, "iter": 600, "lr": 0.01204, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43312, "top5_acc": 0.70047, "loss_cls": 5.95204, "loss": 5.95204, "time": 0.60099}
{"mode": "train", "epoch": 117, "iter": 700, "lr": 0.01202, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.43484, "top5_acc": 0.69859, "loss_cls": 5.94062, "loss": 5.94062, "time": 0.59951}
{"mode": "train", "epoch": 117, "iter": 800, "lr": 0.012, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44484, "top5_acc": 0.70688, "loss_cls": 5.91087, "loss": 5.91087, "time": 0.59977}
{"mode": "train", "epoch": 117, "iter": 900, "lr": 0.01199, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43422, "top5_acc": 0.69547, "loss_cls": 5.95921, "loss": 5.95921, "time": 0.59909}
{"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.01197, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43828, "top5_acc": 0.70516, "loss_cls": 5.94162, "loss": 5.94162, "time": 0.60012}
{"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.01195, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.43734, "top5_acc": 0.69859, "loss_cls": 5.95206, "loss": 5.95206, "time": 0.60641}
{"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.01193, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43844, "top5_acc": 0.68547, "loss_cls": 6.00134, "loss": 6.00134, "time": 0.60378}
{"mode": "train", "epoch": 117, "iter": 1300, "lr": 0.01191, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44047, "top5_acc": 0.69453, "loss_cls": 5.9607, "loss": 5.9607, "time": 0.6104}
{"mode": "train", "epoch": 117, "iter": 1400, "lr": 0.0119, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44203, "top5_acc": 0.69375, "loss_cls": 5.96455, "loss": 5.96455, "time": 0.60065}
{"mode": "train", "epoch": 117, "iter": 1500, "lr": 0.01188, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43641, "top5_acc": 0.69656, "loss_cls": 5.97807, "loss": 5.97807, "time": 0.60115}
{"mode": "train", "epoch": 117, "iter": 1600, "lr": 0.01186, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.44719, "top5_acc": 0.7, "loss_cls": 5.93147, "loss": 5.93147, "time": 0.60602}
{"mode": "train", "epoch": 117, "iter": 1700, "lr": 0.01184, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43516, "top5_acc": 0.69766, "loss_cls": 5.97271, "loss": 5.97271, "time": 0.60276}
{"mode": "train", "epoch": 117, "iter": 1800, "lr": 0.01182, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.44406, "top5_acc": 0.70578, "loss_cls": 5.92558, "loss": 5.92558, "time": 0.60562}
{"mode": "train", "epoch": 117, "iter": 1900, "lr": 0.01181, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.44266, "top5_acc": 0.68547, "loss_cls": 5.99291, "loss": 5.99291, "time": 0.61098}
{"mode": "train", "epoch": 117, "iter": 2000, "lr": 0.01179, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44047, "top5_acc": 0.70234, "loss_cls": 5.92961, "loss": 5.92961, "time": 0.60922}
{"mode": "train", "epoch": 117, "iter": 2100, "lr": 0.01177, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.43172, "top5_acc": 0.68891, "loss_cls": 5.97928, "loss": 5.97928, "time": 0.61139}
{"mode": "train", "epoch": 117, "iter": 2200, "lr": 0.01175, "memory": 16177, "data_time": 0.00054, "top1_acc": 0.42438, "top5_acc": 0.68969, "loss_cls": 5.9983, "loss": 5.9983, "time": 0.59957}
{"mode": "train", "epoch": 117, "iter": 2300, "lr": 0.01173, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.43344, "top5_acc": 0.7, "loss_cls": 5.9853, "loss": 5.9853, "time": 0.60029}
{"mode": "train", "epoch": 117, "iter": 2400, "lr": 0.01172, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.43781, "top5_acc": 0.70016, "loss_cls": 5.95066, "loss": 5.95066, "time": 0.60169}
{"mode": "train", "epoch": 117, "iter": 2500, "lr": 0.0117, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43453, "top5_acc": 0.69094, "loss_cls": 5.99703, "loss": 5.99703, "time": 0.59644}
{"mode": "train", "epoch": 117, "iter": 2600, "lr": 0.01168, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.42219, "top5_acc": 0.67938, "loss_cls": 6.03987, "loss": 6.03987, "time": 0.59564}
{"mode": "train", "epoch": 117, "iter": 2700, "lr": 0.01166, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.4375, "top5_acc": 0.69984, "loss_cls": 5.97721, "loss": 5.97721, "time": 0.60592}
{"mode": "train", "epoch": 117, "iter": 2800, "lr": 0.01164, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.43344, "top5_acc": 0.69016, "loss_cls": 5.98501, "loss": 5.98501, "time": 0.60915}
{"mode": "train", "epoch": 117, "iter": 2900, "lr": 0.01163, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43531, "top5_acc": 0.69141, "loss_cls": 5.99869, "loss": 5.99869, "time": 0.59831}
{"mode": "train", "epoch": 117, "iter": 3000, "lr": 0.01161, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44406, "top5_acc": 0.69641, "loss_cls": 5.95582, "loss": 5.95582, "time": 0.60029}
{"mode": "train", "epoch": 117, "iter": 3100, "lr": 0.01159, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.43688, "top5_acc": 0.69156, "loss_cls": 5.97672, "loss": 5.97672, "time": 0.60299}
{"mode": "train", "epoch": 117, "iter": 3200, "lr": 0.01157, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43781, "top5_acc": 0.69188, "loss_cls": 5.98551, "loss": 5.98551, "time": 0.6043}
{"mode": "train", "epoch": 117, "iter": 3300, "lr": 0.01155, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.43062, "top5_acc": 0.68531, "loss_cls": 6.00749, "loss": 6.00749, "time": 0.60803}
{"mode": "train", "epoch": 117, "iter": 3400, "lr": 0.01154, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.43594, "top5_acc": 0.69312, "loss_cls": 5.98855, "loss": 5.98855, "time": 0.60701}
{"mode": "train", "epoch": 117, "iter": 3500, "lr": 0.01152, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43047, "top5_acc": 0.68562, "loss_cls": 6.0179, "loss": 6.0179, "time": 0.60144}
{"mode": "train", "epoch": 117, "iter": 3600, "lr": 0.0115, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.43438, "top5_acc": 0.68406, "loss_cls": 6.05522, "loss": 6.05522, "time": 0.59846}
{"mode": "train", "epoch": 117, "iter": 3700, "lr": 0.01148, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.42609, "top5_acc": 0.68844, "loss_cls": 6.0159, "loss": 6.0159, "time": 0.59967}
{"mode": "val", "epoch": 117, "iter": 309, "lr": 0.01147, "top1_acc": 0.37183, "top5_acc": 0.6263, "mean_class_accuracy": 0.37153}
{"mode": "train", "epoch": 118, "iter": 100, "lr": 0.01146, "memory": 16177, "data_time": 1.4417, "top1_acc": 0.43391, "top5_acc": 0.70281, "loss_cls": 5.93776, "loss": 5.93776, "time": 2.03383}
{"mode": "train", "epoch": 118, "iter": 200, "lr": 0.01144, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45, "top5_acc": 0.71094, "loss_cls": 5.89056, "loss": 5.89056, "time": 0.59447}
{"mode": "train", "epoch": 118, "iter": 300, "lr": 0.01142, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.45531, "top5_acc": 0.70797, "loss_cls": 5.8874, "loss": 5.8874, "time": 0.60203}
{"mode": "train", "epoch": 118, "iter": 400, "lr": 0.0114, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.45, "top5_acc": 0.71234, "loss_cls": 5.90561, "loss": 5.90561, "time": 0.60085}
{"mode": "train", "epoch": 118, "iter": 500, "lr": 0.01139, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.44391, "top5_acc": 0.71188, "loss_cls": 5.88567, "loss": 5.88567, "time": 0.60237}
{"mode": "train", "epoch": 118, "iter": 600, "lr": 0.01137, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.44812, "top5_acc": 0.70312, "loss_cls": 5.93078, "loss": 5.93078, "time": 0.60783}
{"mode": "train", "epoch": 118, "iter": 700, "lr": 0.01135, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.44078, "top5_acc": 0.69781, "loss_cls": 5.95373, "loss": 5.95373, "time": 0.60881}
{"mode": "train", "epoch": 118, "iter": 800, "lr": 0.01133, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.45688, "top5_acc": 0.70484, "loss_cls": 5.88724, "loss": 5.88724, "time": 0.60545}
{"mode": "train", "epoch": 118, "iter": 900, "lr": 0.01131, "memory": 16177, "data_time": 0.00045, "top1_acc": 0.44, "top5_acc": 0.70359, "loss_cls": 5.9377, "loss": 5.9377, "time": 0.6082}
{"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.0113, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.43938, "top5_acc": 0.69828, "loss_cls": 5.9578, "loss": 5.9578, "time": 0.6056}
{"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.01128, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.44906, "top5_acc": 0.70453, "loss_cls": 5.89602, "loss": 5.89602, "time": 0.60716}
{"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.01126, "memory": 16177, "data_time": 0.00063, "top1_acc": 0.44, "top5_acc": 0.70156, "loss_cls": 5.94227, "loss": 5.94227, "time": 0.61074}
{"mode": "train", "epoch": 118, "iter": 1300, "lr": 0.01124, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43266, "top5_acc": 0.69922, "loss_cls": 5.93018, "loss": 5.93018, "time": 0.60484}
{"mode": "train", "epoch": 118, "iter": 1400, "lr": 0.01123, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.43969, "top5_acc": 0.69531, "loss_cls": 5.94732, "loss": 5.94732, "time": 0.60203}
{"mode": "train", "epoch": 118, "iter": 1500, "lr": 0.01121, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.4375, "top5_acc": 0.69828, "loss_cls": 5.94508, "loss": 5.94508, "time": 0.60411}
{"mode": "train", "epoch": 118, "iter": 1600, "lr": 0.01119, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44438, "top5_acc": 0.70203, "loss_cls": 5.93499, "loss": 5.93499, "time": 0.60072}
{"mode": "train", "epoch": 118, "iter": 1700, "lr": 0.01117, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43125, "top5_acc": 0.68922, "loss_cls": 5.98965, "loss": 5.98965, "time": 0.60565}
{"mode": "train", "epoch": 118, "iter": 1800, "lr": 0.01116, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.43984, "top5_acc": 0.69953, "loss_cls": 5.96158, "loss": 5.96158, "time": 0.60812}
{"mode": "train", "epoch": 118, "iter": 1900, "lr": 0.01114, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.42125, "top5_acc": 0.68547, "loss_cls": 6.03229, "loss": 6.03229, "time": 0.60381}
{"mode": "train", "epoch": 118, "iter": 2000, "lr": 0.01112, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.43438, "top5_acc": 0.70078, "loss_cls": 5.96426, "loss": 5.96426, "time": 0.60674}
{"mode": "train", "epoch": 118, "iter": 2100, "lr": 0.0111, "memory": 16177, "data_time": 0.00047, "top1_acc": 0.43453, "top5_acc": 0.69453, "loss_cls": 5.95326, "loss": 5.95326, "time": 0.61125}
{"mode": "train", "epoch": 118, "iter": 2200, "lr": 0.01109, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.43875, "top5_acc": 0.69047, "loss_cls": 5.98287, "loss": 5.98287, "time": 0.59947}
{"mode": "train", "epoch": 118, "iter": 2300, "lr": 0.01107, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.44891, "top5_acc": 0.70156, "loss_cls": 5.90947, "loss": 5.90947, "time": 0.6068}
{"mode": "train", "epoch": 118, "iter": 2400, "lr": 0.01105, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43438, "top5_acc": 0.69359, "loss_cls": 5.98258, "loss": 5.98258, "time": 0.60532}
{"mode": "train", "epoch": 118, "iter": 2500, "lr": 0.01103, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44703, "top5_acc": 0.70297, "loss_cls": 5.94385, "loss": 5.94385, "time": 0.59694}
{"mode": "train", "epoch": 118, "iter": 2600, "lr": 0.01102, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.43688, "top5_acc": 0.69344, "loss_cls": 5.96984, "loss": 5.96984, "time": 0.60013}
{"mode": "train", "epoch": 118, "iter": 2700, "lr": 0.011, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43031, "top5_acc": 0.68688, "loss_cls": 6.01151, "loss": 6.01151, "time": 0.60587}
{"mode": "train", "epoch": 118, "iter": 2800, "lr": 0.01098, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.44484, "top5_acc": 0.69625, "loss_cls": 5.97984, "loss": 5.97984, "time": 0.60188}
{"mode": "train", "epoch": 118, "iter": 2900, "lr": 0.01096, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.44656, "top5_acc": 0.69844, "loss_cls": 5.9482, "loss": 5.9482, "time": 0.6032}
{"mode": "train", "epoch": 118, "iter": 3000, "lr": 0.01095, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.43891, "top5_acc": 0.68844, "loss_cls": 5.97293, "loss": 5.97293, "time": 0.60534}
{"mode": "train", "epoch": 118, "iter": 3100, "lr": 0.01093, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44359, "top5_acc": 0.69953, "loss_cls": 5.92553, "loss": 5.92553, "time": 0.60099}
{"mode": "train", "epoch": 118, "iter": 3200, "lr": 0.01091, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44531, "top5_acc": 0.69328, "loss_cls": 5.95513, "loss": 5.95513, "time": 0.60311}
{"mode": "train", "epoch": 118, "iter": 3300, "lr": 0.01089, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.43578, "top5_acc": 0.68938, "loss_cls": 5.97798, "loss": 5.97798, "time": 0.60851}
{"mode": "train", "epoch": 118, "iter": 3400, "lr": 0.01088, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.43453, "top5_acc": 0.70344, "loss_cls": 5.96462, "loss": 5.96462, "time": 0.606}
{"mode": "train", "epoch": 118, "iter": 3500, "lr": 0.01086, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43875, "top5_acc": 0.69203, "loss_cls": 5.98227, "loss": 5.98227, "time": 0.60004}
{"mode": "train", "epoch": 118, "iter": 3600, "lr": 0.01084, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43703, "top5_acc": 0.70016, "loss_cls": 5.97648, "loss": 5.97648, "time": 0.60326}
{"mode": "train", "epoch": 118, "iter": 3700, "lr": 0.01082, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.435, "top5_acc": 0.68953, "loss_cls": 5.99645, "loss": 5.99645, "time": 0.60005}
{"mode": "val", "epoch": 118, "iter": 309, "lr": 0.01082, "top1_acc": 0.37522, "top5_acc": 0.63298, "mean_class_accuracy": 0.37495}
{"mode": "train", "epoch": 119, "iter": 100, "lr": 0.0108, "memory": 16177, "data_time": 1.46476, "top1_acc": 0.45438, "top5_acc": 0.71562, "loss_cls": 5.89481, "loss": 5.89481, "time": 2.05846}
{"mode": "train", "epoch": 119, "iter": 200, "lr": 0.01078, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45391, "top5_acc": 0.71016, "loss_cls": 5.87959, "loss": 5.87959, "time": 0.59558}
{"mode": "train", "epoch": 119, "iter": 300, "lr": 0.01076, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46156, "top5_acc": 0.71672, "loss_cls": 5.86392, "loss": 5.86392, "time": 0.5994}
{"mode": "train", "epoch": 119, "iter": 400, "lr": 0.01075, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45438, "top5_acc": 0.71156, "loss_cls": 5.87787, "loss": 5.87787, "time": 0.59889}
{"mode": "train", "epoch": 119, "iter": 500, "lr": 0.01073, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44859, "top5_acc": 0.70859, "loss_cls": 5.89681, "loss": 5.89681, "time": 0.60197}
{"mode": "train", "epoch": 119, "iter": 600, "lr": 0.01071, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44266, "top5_acc": 0.70516, "loss_cls": 5.92893, "loss": 5.92893, "time": 0.60127}
{"mode": "train", "epoch": 119, "iter": 700, "lr": 0.01069, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.44422, "top5_acc": 0.70422, "loss_cls": 5.93567, "loss": 5.93567, "time": 0.59994}
{"mode": "train", "epoch": 119, "iter": 800, "lr": 0.01068, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.45328, "top5_acc": 0.70688, "loss_cls": 5.91382, "loss": 5.91382, "time": 0.60294}
{"mode": "train", "epoch": 119, "iter": 900, "lr": 0.01066, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.455, "top5_acc": 0.7025, "loss_cls": 5.9097, "loss": 5.9097, "time": 0.60778}
{"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.01064, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.45672, "top5_acc": 0.71047, "loss_cls": 5.89421, "loss": 5.89421, "time": 0.60495}
{"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.01063, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.44766, "top5_acc": 0.70438, "loss_cls": 5.91245, "loss": 5.91245, "time": 0.61171}
{"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.01061, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.43719, "top5_acc": 0.69516, "loss_cls": 5.95896, "loss": 5.95896, "time": 0.60587}
{"mode": "train", "epoch": 119, "iter": 1300, "lr": 0.01059, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.4425, "top5_acc": 0.69859, "loss_cls": 5.95745, "loss": 5.95745, "time": 0.6041}
{"mode": "train", "epoch": 119, "iter": 1400, "lr": 0.01057, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.44938, "top5_acc": 0.69953, "loss_cls": 5.91458, "loss": 5.91458, "time": 0.60397}
{"mode": "train", "epoch": 119, "iter": 1500, "lr": 0.01056, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.45453, "top5_acc": 0.69953, "loss_cls": 5.90016, "loss": 5.90016, "time": 0.60925}
{"mode": "train", "epoch": 119, "iter": 1600, "lr": 0.01054, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45016, "top5_acc": 0.70781, "loss_cls": 5.90459, "loss": 5.90459, "time": 0.60426}
{"mode": "train", "epoch": 119, "iter": 1700, "lr": 0.01052, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.45078, "top5_acc": 0.69734, "loss_cls": 5.94684, "loss": 5.94684, "time": 0.60765}
{"mode": "train", "epoch": 119, "iter": 1800, "lr": 0.0105, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.43656, "top5_acc": 0.69531, "loss_cls": 5.96606, "loss": 5.96606, "time": 0.6078}
{"mode": "train", "epoch": 119, "iter": 1900, "lr": 0.01049, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44938, "top5_acc": 0.71016, "loss_cls": 5.88918, "loss": 5.88918, "time": 0.60633}
{"mode": "train", "epoch": 119, "iter": 2000, "lr": 0.01047, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.44688, "top5_acc": 0.70453, "loss_cls": 5.93478, "loss": 5.93478, "time": 0.60993}
{"mode": "train", "epoch": 119, "iter": 2100, "lr": 0.01045, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.45125, "top5_acc": 0.70641, "loss_cls": 5.90791, "loss": 5.90791, "time": 0.6079}
{"mode": "train", "epoch": 119, "iter": 2200, "lr": 0.01044, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.44562, "top5_acc": 0.70938, "loss_cls": 5.90038, "loss": 5.90038, "time": 0.59902}
{"mode": "train", "epoch": 119, "iter": 2300, "lr": 0.01042, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.445, "top5_acc": 0.70078, "loss_cls": 5.94285, "loss": 5.94285, "time": 0.60174}
{"mode": "train", "epoch": 119, "iter": 2400, "lr": 0.0104, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.44156, "top5_acc": 0.69734, "loss_cls": 5.96232, "loss": 5.96232, "time": 0.59736}
{"mode": "train", "epoch": 119, "iter": 2500, "lr": 0.01039, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43438, "top5_acc": 0.68812, "loss_cls": 5.95287, "loss": 5.95287, "time": 0.59784}
{"mode": "train", "epoch": 119, "iter": 2600, "lr": 0.01037, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.43422, "top5_acc": 0.69766, "loss_cls": 5.95191, "loss": 5.95191, "time": 0.60329}
{"mode": "train", "epoch": 119, "iter": 2700, "lr": 0.01035, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.44531, "top5_acc": 0.70906, "loss_cls": 5.91675, "loss": 5.91675, "time": 0.6023}
{"mode": "train", "epoch": 119, "iter": 2800, "lr": 0.01033, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43625, "top5_acc": 0.69766, "loss_cls": 5.95521, "loss": 5.95521, "time": 0.60114}
{"mode": "train", "epoch": 119, "iter": 2900, "lr": 0.01032, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.44078, "top5_acc": 0.7, "loss_cls": 5.95537, "loss": 5.95537, "time": 0.6016}
{"mode": "train", "epoch": 119, "iter": 3000, "lr": 0.0103, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44688, "top5_acc": 0.7075, "loss_cls": 5.91527, "loss": 5.91527, "time": 0.60086}
{"mode": "train", "epoch": 119, "iter": 3100, "lr": 0.01028, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44562, "top5_acc": 0.70047, "loss_cls": 5.92506, "loss": 5.92506, "time": 0.59956}
{"mode": "train", "epoch": 119, "iter": 3200, "lr": 0.01027, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.43781, "top5_acc": 0.69984, "loss_cls": 5.94746, "loss": 5.94746, "time": 0.59967}
{"mode": "train", "epoch": 119, "iter": 3300, "lr": 0.01025, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.44469, "top5_acc": 0.70578, "loss_cls": 5.91203, "loss": 5.91203, "time": 0.60513}
{"mode": "train", "epoch": 119, "iter": 3400, "lr": 0.01023, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43984, "top5_acc": 0.69406, "loss_cls": 5.96195, "loss": 5.96195, "time": 0.60147}
{"mode": "train", "epoch": 119, "iter": 3500, "lr": 0.01022, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.43531, "top5_acc": 0.68938, "loss_cls": 5.99015, "loss": 5.99015, "time": 0.60109}
{"mode": "train", "epoch": 119, "iter": 3600, "lr": 0.0102, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44734, "top5_acc": 0.69922, "loss_cls": 5.94105, "loss": 5.94105, "time": 0.5994}
{"mode": "train", "epoch": 119, "iter": 3700, "lr": 0.01018, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44625, "top5_acc": 0.69609, "loss_cls": 5.97549, "loss": 5.97549, "time": 0.60211}
{"mode": "val", "epoch": 119, "iter": 309, "lr": 0.01017, "top1_acc": 0.37411, "top5_acc": 0.62873, "mean_class_accuracy": 0.37395}
{"mode": "train", "epoch": 120, "iter": 100, "lr": 0.01016, "memory": 16177, "data_time": 1.3772, "top1_acc": 0.45844, "top5_acc": 0.71938, "loss_cls": 5.85778, "loss": 5.85778, "time": 1.96803}
{"mode": "train", "epoch": 120, "iter": 200, "lr": 0.01014, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.44703, "top5_acc": 0.70031, "loss_cls": 5.9024, "loss": 5.9024, "time": 0.5993}
{"mode": "train", "epoch": 120, "iter": 300, "lr": 0.01012, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.46062, "top5_acc": 0.71969, "loss_cls": 5.84372, "loss": 5.84372, "time": 0.6037}
{"mode": "train", "epoch": 120, "iter": 400, "lr": 0.01011, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.45578, "top5_acc": 0.71172, "loss_cls": 5.87042, "loss": 5.87042, "time": 0.60346}
{"mode": "train", "epoch": 120, "iter": 500, "lr": 0.01009, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.45141, "top5_acc": 0.70797, "loss_cls": 5.9061, "loss": 5.9061, "time": 0.60561}
{"mode": "train", "epoch": 120, "iter": 600, "lr": 0.01007, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.45125, "top5_acc": 0.71047, "loss_cls": 5.90041, "loss": 5.90041, "time": 0.60609}
{"mode": "train", "epoch": 120, "iter": 700, "lr": 0.01006, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.45141, "top5_acc": 0.71453, "loss_cls": 5.87516, "loss": 5.87516, "time": 0.60722}
{"mode": "train", "epoch": 120, "iter": 800, "lr": 0.01004, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.45234, "top5_acc": 0.70906, "loss_cls": 5.88416, "loss": 5.88416, "time": 0.60507}
{"mode": "train", "epoch": 120, "iter": 900, "lr": 0.01002, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.44875, "top5_acc": 0.71094, "loss_cls": 5.87227, "loss": 5.87227, "time": 0.60172}
{"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.01001, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45469, "top5_acc": 0.72266, "loss_cls": 5.83893, "loss": 5.83893, "time": 0.60024}
{"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00999, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.45969, "top5_acc": 0.70875, "loss_cls": 5.87931, "loss": 5.87931, "time": 0.60476}
{"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.00997, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.44688, "top5_acc": 0.70375, "loss_cls": 5.92983, "loss": 5.92983, "time": 0.61358}
{"mode": "train", "epoch": 120, "iter": 1300, "lr": 0.00996, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45109, "top5_acc": 0.70344, "loss_cls": 5.9223, "loss": 5.9223, "time": 0.6032}
{"mode": "train", "epoch": 120, "iter": 1400, "lr": 0.00994, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45094, "top5_acc": 0.70438, "loss_cls": 5.88747, "loss": 5.88747, "time": 0.60379}
{"mode": "train", "epoch": 120, "iter": 1500, "lr": 0.00992, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.445, "top5_acc": 0.70344, "loss_cls": 5.9165, "loss": 5.9165, "time": 0.60246}
{"mode": "train", "epoch": 120, "iter": 1600, "lr": 0.0099, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44359, "top5_acc": 0.70266, "loss_cls": 5.89577, "loss": 5.89577, "time": 0.60329}
{"mode": "train", "epoch": 120, "iter": 1700, "lr": 0.00989, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45422, "top5_acc": 0.70469, "loss_cls": 5.8953, "loss": 5.8953, "time": 0.60837}
{"mode": "train", "epoch": 120, "iter": 1800, "lr": 0.00987, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44047, "top5_acc": 0.70109, "loss_cls": 5.94296, "loss": 5.94296, "time": 0.60486}
{"mode": "train", "epoch": 120, "iter": 1900, "lr": 0.00985, "memory": 16177, "data_time": 0.00059, "top1_acc": 0.44484, "top5_acc": 0.70812, "loss_cls": 5.91488, "loss": 5.91488, "time": 0.60534}
{"mode": "train", "epoch": 120, "iter": 2000, "lr": 0.00984, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.44453, "top5_acc": 0.695, "loss_cls": 5.93031, "loss": 5.93031, "time": 0.6094}
{"mode": "train", "epoch": 120, "iter": 2100, "lr": 0.00982, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44609, "top5_acc": 0.70406, "loss_cls": 5.92021, "loss": 5.92021, "time": 0.60277}
{"mode": "train", "epoch": 120, "iter": 2200, "lr": 0.0098, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44891, "top5_acc": 0.7, "loss_cls": 5.90986, "loss": 5.90986, "time": 0.5979}
{"mode": "train", "epoch": 120, "iter": 2300, "lr": 0.00979, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.45359, "top5_acc": 0.70453, "loss_cls": 5.88954, "loss": 5.88954, "time": 0.59477}
{"mode": "train", "epoch": 120, "iter": 2400, "lr": 0.00977, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44609, "top5_acc": 0.70891, "loss_cls": 5.89549, "loss": 5.89549, "time": 0.59766}
{"mode": "train", "epoch": 120, "iter": 2500, "lr": 0.00976, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.45156, "top5_acc": 0.70406, "loss_cls": 5.92213, "loss": 5.92213, "time": 0.59815}
{"mode": "train", "epoch": 120, "iter": 2600, "lr": 0.00974, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44203, "top5_acc": 0.70375, "loss_cls": 5.91302, "loss": 5.91302, "time": 0.59913}
{"mode": "train", "epoch": 120, "iter": 2700, "lr": 0.00972, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.44594, "top5_acc": 0.71234, "loss_cls": 5.9127, "loss": 5.9127, "time": 0.59974}
{"mode": "train", "epoch": 120, "iter": 2800, "lr": 0.00971, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.45406, "top5_acc": 0.70453, "loss_cls": 5.89771, "loss": 5.89771, "time": 0.59805}
{"mode": "train", "epoch": 120, "iter": 2900, "lr": 0.00969, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44297, "top5_acc": 0.70312, "loss_cls": 5.93595, "loss": 5.93595, "time": 0.59994}
{"mode": "train", "epoch": 120, "iter": 3000, "lr": 0.00967, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44797, "top5_acc": 0.70375, "loss_cls": 5.9389, "loss": 5.9389, "time": 0.6037}
{"mode": "train", "epoch": 120, "iter": 3100, "lr": 0.00966, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.44641, "top5_acc": 0.70453, "loss_cls": 5.9174, "loss": 5.9174, "time": 0.59849}
{"mode": "train", "epoch": 120, "iter": 3200, "lr": 0.00964, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46125, "top5_acc": 0.71203, "loss_cls": 5.85293, "loss": 5.85293, "time": 0.60213}
{"mode": "train", "epoch": 120, "iter": 3300, "lr": 0.00962, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45, "top5_acc": 0.71266, "loss_cls": 5.88067, "loss": 5.88067, "time": 0.6045}
{"mode": "train", "epoch": 120, "iter": 3400, "lr": 0.00961, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45844, "top5_acc": 0.7125, "loss_cls": 5.87552, "loss": 5.87552, "time": 0.60373}
{"mode": "train", "epoch": 120, "iter": 3500, "lr": 0.00959, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44453, "top5_acc": 0.69656, "loss_cls": 5.95788, "loss": 5.95788, "time": 0.60028}
{"mode": "train", "epoch": 120, "iter": 3600, "lr": 0.00957, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44266, "top5_acc": 0.69922, "loss_cls": 5.96101, "loss": 5.96101, "time": 0.60018}
{"mode": "train", "epoch": 120, "iter": 3700, "lr": 0.00956, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.43391, "top5_acc": 0.70312, "loss_cls": 5.95604, "loss": 5.95604, "time": 0.60213}
{"mode": "val", "epoch": 120, "iter": 309, "lr": 0.00955, "top1_acc": 0.38652, "top5_acc": 0.6418, "mean_class_accuracy": 0.38626}
{"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00953, "memory": 16177, "data_time": 1.37397, "top1_acc": 0.46766, "top5_acc": 0.72625, "loss_cls": 5.81564, "loss": 5.81564, "time": 1.96736}
{"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00952, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.46516, "top5_acc": 0.72047, "loss_cls": 5.83406, "loss": 5.83406, "time": 0.59233}
{"mode": "train", "epoch": 121, "iter": 300, "lr": 0.0095, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.45922, "top5_acc": 0.71594, "loss_cls": 5.86527, "loss": 5.86527, "time": 0.59518}
{"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00948, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46125, "top5_acc": 0.71875, "loss_cls": 5.83911, "loss": 5.83911, "time": 0.60246}
{"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00947, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.4575, "top5_acc": 0.72219, "loss_cls": 5.83409, "loss": 5.83409, "time": 0.59961}
{"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00945, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.45875, "top5_acc": 0.71969, "loss_cls": 5.83747, "loss": 5.83747, "time": 0.602}
{"mode": "train", "epoch": 121, "iter": 700, "lr": 0.00943, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45781, "top5_acc": 0.71453, "loss_cls": 5.86387, "loss": 5.86387, "time": 0.60333}
{"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00942, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45875, "top5_acc": 0.70609, "loss_cls": 5.85676, "loss": 5.85676, "time": 0.60111}
{"mode": "train", "epoch": 121, "iter": 900, "lr": 0.0094, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46078, "top5_acc": 0.71281, "loss_cls": 5.87076, "loss": 5.87076, "time": 0.60146}
{"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00939, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46812, "top5_acc": 0.71594, "loss_cls": 5.84127, "loss": 5.84127, "time": 0.60751}
{"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00937, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.46656, "top5_acc": 0.71156, "loss_cls": 5.85887, "loss": 5.85887, "time": 0.60895}
{"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00935, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46109, "top5_acc": 0.72156, "loss_cls": 5.82279, "loss": 5.82279, "time": 0.6057}
{"mode": "train", "epoch": 121, "iter": 1300, "lr": 0.00934, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45797, "top5_acc": 0.70562, "loss_cls": 5.88938, "loss": 5.88938, "time": 0.59944}
{"mode": "train", "epoch": 121, "iter": 1400, "lr": 0.00932, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45062, "top5_acc": 0.70797, "loss_cls": 5.89461, "loss": 5.89461, "time": 0.60365}
{"mode": "train", "epoch": 121, "iter": 1500, "lr": 0.0093, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.45578, "top5_acc": 0.71453, "loss_cls": 5.8847, "loss": 5.8847, "time": 0.60465}
{"mode": "train", "epoch": 121, "iter": 1600, "lr": 0.00929, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.47188, "top5_acc": 0.71547, "loss_cls": 5.82646, "loss": 5.82646, "time": 0.612}
{"mode": "train", "epoch": 121, "iter": 1700, "lr": 0.00927, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.45469, "top5_acc": 0.70734, "loss_cls": 5.90144, "loss": 5.90144, "time": 0.61464}
{"mode": "train", "epoch": 121, "iter": 1800, "lr": 0.00926, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.45891, "top5_acc": 0.72078, "loss_cls": 5.84402, "loss": 5.84402, "time": 0.60404}
{"mode": "train", "epoch": 121, "iter": 1900, "lr": 0.00924, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.46266, "top5_acc": 0.71422, "loss_cls": 5.8565, "loss": 5.8565, "time": 0.60903}
{"mode": "train", "epoch": 121, "iter": 2000, "lr": 0.00922, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.44281, "top5_acc": 0.69812, "loss_cls": 5.93935, "loss": 5.93935, "time": 0.60817}
{"mode": "train", "epoch": 121, "iter": 2100, "lr": 0.00921, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45562, "top5_acc": 0.70938, "loss_cls": 5.88852, "loss": 5.88852, "time": 0.60069}
{"mode": "train", "epoch": 121, "iter": 2200, "lr": 0.00919, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.45281, "top5_acc": 0.71375, "loss_cls": 5.87515, "loss": 5.87515, "time": 0.60301}
{"mode": "train", "epoch": 121, "iter": 2300, "lr": 0.00917, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.45719, "top5_acc": 0.71516, "loss_cls": 5.87285, "loss": 5.87285, "time": 0.60965}
{"mode": "train", "epoch": 121, "iter": 2400, "lr": 0.00916, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.45828, "top5_acc": 0.70922, "loss_cls": 5.8679, "loss": 5.8679, "time": 0.60369}
{"mode": "train", "epoch": 121, "iter": 2500, "lr": 0.00914, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.445, "top5_acc": 0.71141, "loss_cls": 5.91001, "loss": 5.91001, "time": 0.60068}
{"mode": "train", "epoch": 121, "iter": 2600, "lr": 0.00913, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.44656, "top5_acc": 0.71594, "loss_cls": 5.89516, "loss": 5.89516, "time": 0.60376}
{"mode": "train", "epoch": 121, "iter": 2700, "lr": 0.00911, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45422, "top5_acc": 0.70406, "loss_cls": 5.88277, "loss": 5.88277, "time": 0.60357}
{"mode": "train", "epoch": 121, "iter": 2800, "lr": 0.00909, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45766, "top5_acc": 0.70688, "loss_cls": 5.87912, "loss": 5.87912, "time": 0.60226}
{"mode": "train", "epoch": 121, "iter": 2900, "lr": 0.00908, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45109, "top5_acc": 0.71406, "loss_cls": 5.88343, "loss": 5.88343, "time": 0.60162}
{"mode": "train", "epoch": 121, "iter": 3000, "lr": 0.00906, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45297, "top5_acc": 0.69844, "loss_cls": 5.92051, "loss": 5.92051, "time": 0.60168}
{"mode": "train", "epoch": 121, "iter": 3100, "lr": 0.00905, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.44641, "top5_acc": 0.69906, "loss_cls": 5.93422, "loss": 5.93422, "time": 0.59979}
{"mode": "train", "epoch": 121, "iter": 3200, "lr": 0.00903, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44891, "top5_acc": 0.70156, "loss_cls": 5.93643, "loss": 5.93643, "time": 0.60132}
{"mode": "train", "epoch": 121, "iter": 3300, "lr": 0.00901, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.44359, "top5_acc": 0.70297, "loss_cls": 5.9496, "loss": 5.9496, "time": 0.59965}
{"mode": "train", "epoch": 121, "iter": 3400, "lr": 0.009, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.4525, "top5_acc": 0.70422, "loss_cls": 5.88234, "loss": 5.88234, "time": 0.60117}
{"mode": "train", "epoch": 121, "iter": 3500, "lr": 0.00898, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45359, "top5_acc": 0.71141, "loss_cls": 5.88213, "loss": 5.88213, "time": 0.60174}
{"mode": "train", "epoch": 121, "iter": 3600, "lr": 0.00897, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.43969, "top5_acc": 0.70016, "loss_cls": 5.94826, "loss": 5.94826, "time": 0.59949}
{"mode": "train", "epoch": 121, "iter": 3700, "lr": 0.00895, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.44562, "top5_acc": 0.70672, "loss_cls": 5.89314, "loss": 5.89314, "time": 0.60165}
{"mode": "val", "epoch": 121, "iter": 309, "lr": 0.00894, "top1_acc": 0.37998, "top5_acc": 0.63562, "mean_class_accuracy": 0.37969}
{"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00893, "memory": 16177, "data_time": 1.42119, "top1_acc": 0.48, "top5_acc": 0.73312, "loss_cls": 5.77036, "loss": 5.77036, "time": 2.01347}
{"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00891, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.47672, "top5_acc": 0.73391, "loss_cls": 5.74894, "loss": 5.74894, "time": 0.5979}
{"mode": "train", "epoch": 122, "iter": 300, "lr": 0.00889, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48609, "top5_acc": 0.72922, "loss_cls": 5.76195, "loss": 5.76195, "time": 0.60028}
{"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00888, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47984, "top5_acc": 0.72922, "loss_cls": 5.78057, "loss": 5.78057, "time": 0.5981}
{"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00886, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46719, "top5_acc": 0.71844, "loss_cls": 5.83135, "loss": 5.83135, "time": 0.60113}
{"mode": "train", "epoch": 122, "iter": 600, "lr": 0.00885, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46062, "top5_acc": 0.72141, "loss_cls": 5.81881, "loss": 5.81881, "time": 0.6014}
{"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00883, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46703, "top5_acc": 0.71766, "loss_cls": 5.82201, "loss": 5.82201, "time": 0.60118}
{"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00882, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45953, "top5_acc": 0.71422, "loss_cls": 5.85918, "loss": 5.85918, "time": 0.60138}
{"mode": "train", "epoch": 122, "iter": 900, "lr": 0.0088, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.45734, "top5_acc": 0.72156, "loss_cls": 5.85155, "loss": 5.85155, "time": 0.60683}
{"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00878, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46781, "top5_acc": 0.71703, "loss_cls": 5.83573, "loss": 5.83573, "time": 0.6117}
{"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00877, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.455, "top5_acc": 0.71312, "loss_cls": 5.84927, "loss": 5.84927, "time": 0.60305}
{"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.00875, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.45984, "top5_acc": 0.71859, "loss_cls": 5.85256, "loss": 5.85256, "time": 0.59817}
{"mode": "train", "epoch": 122, "iter": 1300, "lr": 0.00874, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.47172, "top5_acc": 0.71906, "loss_cls": 5.82541, "loss": 5.82541, "time": 0.60332}
{"mode": "train", "epoch": 122, "iter": 1400, "lr": 0.00872, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46188, "top5_acc": 0.71172, "loss_cls": 5.85309, "loss": 5.85309, "time": 0.6033}
{"mode": "train", "epoch": 122, "iter": 1500, "lr": 0.0087, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.45547, "top5_acc": 0.71719, "loss_cls": 5.84237, "loss": 5.84237, "time": 0.60335}
{"mode": "train", "epoch": 122, "iter": 1600, "lr": 0.00869, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45594, "top5_acc": 0.71516, "loss_cls": 5.85385, "loss": 5.85385, "time": 0.60721}
{"mode": "train", "epoch": 122, "iter": 1700, "lr": 0.00867, "memory": 16177, "data_time": 0.00063, "top1_acc": 0.45625, "top5_acc": 0.71547, "loss_cls": 5.85809, "loss": 5.85809, "time": 0.6082}
{"mode": "train", "epoch": 122, "iter": 1800, "lr": 0.00866, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.45406, "top5_acc": 0.71547, "loss_cls": 5.85946, "loss": 5.85946, "time": 0.60326}
{"mode": "train", "epoch": 122, "iter": 1900, "lr": 0.00864, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45062, "top5_acc": 0.71391, "loss_cls": 5.89022, "loss": 5.89022, "time": 0.60708}
{"mode": "train", "epoch": 122, "iter": 2000, "lr": 0.00863, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.45375, "top5_acc": 0.71016, "loss_cls": 5.87977, "loss": 5.87977, "time": 0.60759}
{"mode": "train", "epoch": 122, "iter": 2100, "lr": 0.00861, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.45406, "top5_acc": 0.71125, "loss_cls": 5.86911, "loss": 5.86911, "time": 0.59758}
{"mode": "train", "epoch": 122, "iter": 2200, "lr": 0.00859, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45875, "top5_acc": 0.70953, "loss_cls": 5.88766, "loss": 5.88766, "time": 0.60098}
{"mode": "train", "epoch": 122, "iter": 2300, "lr": 0.00858, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45422, "top5_acc": 0.71594, "loss_cls": 5.85748, "loss": 5.85748, "time": 0.59651}
{"mode": "train", "epoch": 122, "iter": 2400, "lr": 0.00856, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.45812, "top5_acc": 0.71906, "loss_cls": 5.86931, "loss": 5.86931, "time": 0.5994}
{"mode": "train", "epoch": 122, "iter": 2500, "lr": 0.00855, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.45641, "top5_acc": 0.71047, "loss_cls": 5.86691, "loss": 5.86691, "time": 0.60172}
{"mode": "train", "epoch": 122, "iter": 2600, "lr": 0.00853, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45312, "top5_acc": 0.71266, "loss_cls": 5.88477, "loss": 5.88477, "time": 0.59873}
{"mode": "train", "epoch": 122, "iter": 2700, "lr": 0.00852, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46562, "top5_acc": 0.71312, "loss_cls": 5.85174, "loss": 5.85174, "time": 0.60188}
{"mode": "train", "epoch": 122, "iter": 2800, "lr": 0.0085, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45469, "top5_acc": 0.70359, "loss_cls": 5.89875, "loss": 5.89875, "time": 0.60168}
{"mode": "train", "epoch": 122, "iter": 2900, "lr": 0.00849, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45016, "top5_acc": 0.71438, "loss_cls": 5.88101, "loss": 5.88101, "time": 0.60258}
{"mode": "train", "epoch": 122, "iter": 3000, "lr": 0.00847, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.44562, "top5_acc": 0.70016, "loss_cls": 5.92803, "loss": 5.92803, "time": 0.60233}
{"mode": "train", "epoch": 122, "iter": 3100, "lr": 0.00845, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46625, "top5_acc": 0.70953, "loss_cls": 5.85332, "loss": 5.85332, "time": 0.60174}
{"mode": "train", "epoch": 122, "iter": 3200, "lr": 0.00844, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45625, "top5_acc": 0.71, "loss_cls": 5.88726, "loss": 5.88726, "time": 0.60385}
{"mode": "train", "epoch": 122, "iter": 3300, "lr": 0.00842, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.46062, "top5_acc": 0.71062, "loss_cls": 5.85294, "loss": 5.85294, "time": 0.60351}
{"mode": "train", "epoch": 122, "iter": 3400, "lr": 0.00841, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45047, "top5_acc": 0.70266, "loss_cls": 5.89843, "loss": 5.89843, "time": 0.60111}
{"mode": "train", "epoch": 122, "iter": 3500, "lr": 0.00839, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.45672, "top5_acc": 0.71297, "loss_cls": 5.87437, "loss": 5.87437, "time": 0.60285}
{"mode": "train", "epoch": 122, "iter": 3600, "lr": 0.00838, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45781, "top5_acc": 0.70922, "loss_cls": 5.88456, "loss": 5.88456, "time": 0.601}
{"mode": "train", "epoch": 122, "iter": 3700, "lr": 0.00836, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.45672, "top5_acc": 0.71781, "loss_cls": 5.85666, "loss": 5.85666, "time": 0.60536}
{"mode": "val", "epoch": 122, "iter": 309, "lr": 0.00835, "top1_acc": 0.39361, "top5_acc": 0.64119, "mean_class_accuracy": 0.39338}
{"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00834, "memory": 16177, "data_time": 1.44683, "top1_acc": 0.46422, "top5_acc": 0.72438, "loss_cls": 5.80632, "loss": 5.80632, "time": 2.03491}
{"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00832, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.47688, "top5_acc": 0.73641, "loss_cls": 5.73159, "loss": 5.73159, "time": 0.59671}
{"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00831, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.48359, "top5_acc": 0.73109, "loss_cls": 5.76397, "loss": 5.76397, "time": 0.60255}
{"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00829, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46969, "top5_acc": 0.735, "loss_cls": 5.77953, "loss": 5.77953, "time": 0.60119}
{"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00828, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47016, "top5_acc": 0.72594, "loss_cls": 5.79217, "loss": 5.79217, "time": 0.60056}
{"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00826, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46094, "top5_acc": 0.73062, "loss_cls": 5.79585, "loss": 5.79585, "time": 0.60023}
{"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00825, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47172, "top5_acc": 0.72219, "loss_cls": 5.82716, "loss": 5.82716, "time": 0.59919}
{"mode": "train", "epoch": 123, "iter": 800, "lr": 0.00823, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46109, "top5_acc": 0.72219, "loss_cls": 5.824, "loss": 5.824, "time": 0.60082}
{"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00822, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46359, "top5_acc": 0.72422, "loss_cls": 5.81606, "loss": 5.81606, "time": 0.6046}
{"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.0082, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.47016, "top5_acc": 0.71719, "loss_cls": 5.81189, "loss": 5.81189, "time": 0.60889}
{"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00818, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46812, "top5_acc": 0.72438, "loss_cls": 5.8077, "loss": 5.8077, "time": 0.60362}
{"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00817, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47234, "top5_acc": 0.72438, "loss_cls": 5.80428, "loss": 5.80428, "time": 0.59723}
{"mode": "train", "epoch": 123, "iter": 1300, "lr": 0.00815, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.46125, "top5_acc": 0.72344, "loss_cls": 5.82886, "loss": 5.82886, "time": 0.59992}
{"mode": "train", "epoch": 123, "iter": 1400, "lr": 0.00814, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.46859, "top5_acc": 0.72141, "loss_cls": 5.82942, "loss": 5.82942, "time": 0.59913}
{"mode": "train", "epoch": 123, "iter": 1500, "lr": 0.00812, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47047, "top5_acc": 0.72953, "loss_cls": 5.78948, "loss": 5.78948, "time": 0.60606}
{"mode": "train", "epoch": 123, "iter": 1600, "lr": 0.00811, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.47484, "top5_acc": 0.73094, "loss_cls": 5.79967, "loss": 5.79967, "time": 0.60599}
{"mode": "train", "epoch": 123, "iter": 1700, "lr": 0.00809, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.47062, "top5_acc": 0.72219, "loss_cls": 5.81409, "loss": 5.81409, "time": 0.60822}
{"mode": "train", "epoch": 123, "iter": 1800, "lr": 0.00808, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.46609, "top5_acc": 0.72391, "loss_cls": 5.83413, "loss": 5.83413, "time": 0.60826}
{"mode": "train", "epoch": 123, "iter": 1900, "lr": 0.00806, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.47203, "top5_acc": 0.72453, "loss_cls": 5.80988, "loss": 5.80988, "time": 0.60165}
{"mode": "train", "epoch": 123, "iter": 2000, "lr": 0.00805, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46391, "top5_acc": 0.71328, "loss_cls": 5.85482, "loss": 5.85482, "time": 0.60224}
{"mode": "train", "epoch": 123, "iter": 2100, "lr": 0.00803, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.47188, "top5_acc": 0.71344, "loss_cls": 5.84249, "loss": 5.84249, "time": 0.59593}
{"mode": "train", "epoch": 123, "iter": 2200, "lr": 0.00802, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46156, "top5_acc": 0.71969, "loss_cls": 5.83687, "loss": 5.83687, "time": 0.59735}
{"mode": "train", "epoch": 123, "iter": 2300, "lr": 0.008, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.45047, "top5_acc": 0.70797, "loss_cls": 5.87307, "loss": 5.87307, "time": 0.59997}
{"mode": "train", "epoch": 123, "iter": 2400, "lr": 0.00799, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.455, "top5_acc": 0.71312, "loss_cls": 5.86554, "loss": 5.86554, "time": 0.59923}
{"mode": "train", "epoch": 123, "iter": 2500, "lr": 0.00797, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.45266, "top5_acc": 0.71266, "loss_cls": 5.87515, "loss": 5.87515, "time": 0.59997}
{"mode": "train", "epoch": 123, "iter": 2600, "lr": 0.00796, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.46078, "top5_acc": 0.71672, "loss_cls": 5.85374, "loss": 5.85374, "time": 0.59954}
{"mode": "train", "epoch": 123, "iter": 2700, "lr": 0.00794, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.46156, "top5_acc": 0.72172, "loss_cls": 5.83989, "loss": 5.83989, "time": 0.59774}
{"mode": "train", "epoch": 123, "iter": 2800, "lr": 0.00793, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.46422, "top5_acc": 0.71703, "loss_cls": 5.837, "loss": 5.837, "time": 0.59467}
{"mode": "train", "epoch": 123, "iter": 2900, "lr": 0.00791, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.46344, "top5_acc": 0.71688, "loss_cls": 5.84315, "loss": 5.84315, "time": 0.59493}
{"mode": "train", "epoch": 123, "iter": 3000, "lr": 0.0079, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.45719, "top5_acc": 0.70953, "loss_cls": 5.89147, "loss": 5.89147, "time": 0.59433}
{"mode": "train", "epoch": 123, "iter": 3100, "lr": 0.00788, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.46125, "top5_acc": 0.72047, "loss_cls": 5.84952, "loss": 5.84952, "time": 0.59904}
{"mode": "train", "epoch": 123, "iter": 3200, "lr": 0.00787, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46188, "top5_acc": 0.71781, "loss_cls": 5.84276, "loss": 5.84276, "time": 0.60449}
{"mode": "train", "epoch": 123, "iter": 3300, "lr": 0.00785, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46359, "top5_acc": 0.71656, "loss_cls": 5.83643, "loss": 5.83643, "time": 0.59945}
{"mode": "train", "epoch": 123, "iter": 3400, "lr": 0.00784, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46297, "top5_acc": 0.71234, "loss_cls": 5.86194, "loss": 5.86194, "time": 0.59903}
{"mode": "train", "epoch": 123, "iter": 3500, "lr": 0.00782, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45812, "top5_acc": 0.71703, "loss_cls": 5.85494, "loss": 5.85494, "time": 0.60143}
{"mode": "train", "epoch": 123, "iter": 3600, "lr": 0.00781, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.46844, "top5_acc": 0.72188, "loss_cls": 5.82801, "loss": 5.82801, "time": 0.59778}
{"mode": "train", "epoch": 123, "iter": 3700, "lr": 0.00779, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.45203, "top5_acc": 0.71375, "loss_cls": 5.88745, "loss": 5.88745, "time": 0.59855}
{"mode": "val", "epoch": 123, "iter": 309, "lr": 0.00778, "top1_acc": 0.39356, "top5_acc": 0.65056, "mean_class_accuracy": 0.39316}
{"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00777, "memory": 16177, "data_time": 1.35575, "top1_acc": 0.47969, "top5_acc": 0.72812, "loss_cls": 5.76277, "loss": 5.76277, "time": 1.94504}
{"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00775, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47344, "top5_acc": 0.73547, "loss_cls": 5.751, "loss": 5.751, "time": 0.59255}
{"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00774, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48797, "top5_acc": 0.74016, "loss_cls": 5.73687, "loss": 5.73687, "time": 0.59735}
{"mode": "train", "epoch": 124, "iter": 400, "lr": 0.00772, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47578, "top5_acc": 0.72953, "loss_cls": 5.78481, "loss": 5.78481, "time": 0.59999}
{"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00771, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.47469, "top5_acc": 0.73453, "loss_cls": 5.75026, "loss": 5.75026, "time": 0.60346}
{"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00769, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47672, "top5_acc": 0.72453, "loss_cls": 5.79433, "loss": 5.79433, "time": 0.6029}
{"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00768, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.46906, "top5_acc": 0.73, "loss_cls": 5.78471, "loss": 5.78471, "time": 0.6002}
{"mode": "train", "epoch": 124, "iter": 800, "lr": 0.00766, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48188, "top5_acc": 0.73266, "loss_cls": 5.7457, "loss": 5.7457, "time": 0.60531}
{"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00765, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47609, "top5_acc": 0.73781, "loss_cls": 5.74475, "loss": 5.74475, "time": 0.60981}
{"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00763, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.47359, "top5_acc": 0.72516, "loss_cls": 5.79864, "loss": 5.79864, "time": 0.60339}
{"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00762, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48609, "top5_acc": 0.73438, "loss_cls": 5.77715, "loss": 5.77715, "time": 0.59927}
{"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.0076, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47625, "top5_acc": 0.72859, "loss_cls": 5.77811, "loss": 5.77811, "time": 0.60418}
{"mode": "train", "epoch": 124, "iter": 1300, "lr": 0.00759, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47109, "top5_acc": 0.72219, "loss_cls": 5.79139, "loss": 5.79139, "time": 0.60069}
{"mode": "train", "epoch": 124, "iter": 1400, "lr": 0.00758, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48203, "top5_acc": 0.73203, "loss_cls": 5.76989, "loss": 5.76989, "time": 0.60476}
{"mode": "train", "epoch": 124, "iter": 1500, "lr": 0.00756, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.47234, "top5_acc": 0.73094, "loss_cls": 5.76759, "loss": 5.76759, "time": 0.61024}
{"mode": "train", "epoch": 124, "iter": 1600, "lr": 0.00755, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.47938, "top5_acc": 0.72656, "loss_cls": 5.77464, "loss": 5.77464, "time": 0.60377}
{"mode": "train", "epoch": 124, "iter": 1700, "lr": 0.00753, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.46797, "top5_acc": 0.71859, "loss_cls": 5.82039, "loss": 5.82039, "time": 0.60585}
{"mode": "train", "epoch": 124, "iter": 1800, "lr": 0.00752, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46656, "top5_acc": 0.72297, "loss_cls": 5.82447, "loss": 5.82447, "time": 0.60835}
{"mode": "train", "epoch": 124, "iter": 1900, "lr": 0.0075, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46406, "top5_acc": 0.71484, "loss_cls": 5.83162, "loss": 5.83162, "time": 0.60504}
{"mode": "train", "epoch": 124, "iter": 2000, "lr": 0.00749, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46797, "top5_acc": 0.71891, "loss_cls": 5.82749, "loss": 5.82749, "time": 0.60089}
{"mode": "train", "epoch": 124, "iter": 2100, "lr": 0.00747, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.46641, "top5_acc": 0.72203, "loss_cls": 5.80925, "loss": 5.80925, "time": 0.60194}
{"mode": "train", "epoch": 124, "iter": 2200, "lr": 0.00746, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.46969, "top5_acc": 0.73344, "loss_cls": 5.7732, "loss": 5.7732, "time": 0.60238}
{"mode": "train", "epoch": 124, "iter": 2300, "lr": 0.00744, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.4625, "top5_acc": 0.72562, "loss_cls": 5.8175, "loss": 5.8175, "time": 0.59896}
{"mode": "train", "epoch": 124, "iter": 2400, "lr": 0.00743, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.47781, "top5_acc": 0.72641, "loss_cls": 5.78591, "loss": 5.78591, "time": 0.60123}
{"mode": "train", "epoch": 124, "iter": 2500, "lr": 0.00741, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.4675, "top5_acc": 0.72734, "loss_cls": 5.80696, "loss": 5.80696, "time": 0.60106}
{"mode": "train", "epoch": 124, "iter": 2600, "lr": 0.0074, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46844, "top5_acc": 0.72344, "loss_cls": 5.79699, "loss": 5.79699, "time": 0.60203}
{"mode": "train", "epoch": 124, "iter": 2700, "lr": 0.00738, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48422, "top5_acc": 0.73281, "loss_cls": 5.75399, "loss": 5.75399, "time": 0.60002}
{"mode": "train", "epoch": 124, "iter": 2800, "lr": 0.00737, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.45641, "top5_acc": 0.70891, "loss_cls": 5.85705, "loss": 5.85705, "time": 0.60135}
{"mode": "train", "epoch": 124, "iter": 2900, "lr": 0.00735, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46156, "top5_acc": 0.71453, "loss_cls": 5.82967, "loss": 5.82967, "time": 0.60208}
{"mode": "train", "epoch": 124, "iter": 3000, "lr": 0.00734, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46734, "top5_acc": 0.71859, "loss_cls": 5.82882, "loss": 5.82882, "time": 0.6015}
{"mode": "train", "epoch": 124, "iter": 3100, "lr": 0.00733, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.46344, "top5_acc": 0.72141, "loss_cls": 5.83569, "loss": 5.83569, "time": 0.60082}
{"mode": "train", "epoch": 124, "iter": 3200, "lr": 0.00731, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46156, "top5_acc": 0.71625, "loss_cls": 5.85743, "loss": 5.85743, "time": 0.60022}
{"mode": "train", "epoch": 124, "iter": 3300, "lr": 0.0073, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46016, "top5_acc": 0.72734, "loss_cls": 5.83804, "loss": 5.83804, "time": 0.60117}
{"mode": "train", "epoch": 124, "iter": 3400, "lr": 0.00728, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46172, "top5_acc": 0.72016, "loss_cls": 5.83919, "loss": 5.83919, "time": 0.6013}
{"mode": "train", "epoch": 124, "iter": 3500, "lr": 0.00727, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.45719, "top5_acc": 0.71844, "loss_cls": 5.85144, "loss": 5.85144, "time": 0.6009}
{"mode": "train", "epoch": 124, "iter": 3600, "lr": 0.00725, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.4625, "top5_acc": 0.71812, "loss_cls": 5.85156, "loss": 5.85156, "time": 0.60099}
{"mode": "train", "epoch": 124, "iter": 3700, "lr": 0.00724, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.465, "top5_acc": 0.72531, "loss_cls": 5.81294, "loss": 5.81294, "time": 0.59987}
{"mode": "val", "epoch": 124, "iter": 309, "lr": 0.00723, "top1_acc": 0.39315, "top5_acc": 0.65071, "mean_class_accuracy": 0.39292}
{"mode": "train", "epoch": 125, "iter": 100, "lr": 0.00722, "memory": 16177, "data_time": 1.37822, "top1_acc": 0.49516, "top5_acc": 0.74766, "loss_cls": 5.69051, "loss": 5.69051, "time": 1.96978}
{"mode": "train", "epoch": 125, "iter": 200, "lr": 0.0072, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.49469, "top5_acc": 0.74031, "loss_cls": 5.70792, "loss": 5.70792, "time": 0.59573}
{"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00719, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48062, "top5_acc": 0.72969, "loss_cls": 5.76381, "loss": 5.76381, "time": 0.59526}
{"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00717, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47234, "top5_acc": 0.72953, "loss_cls": 5.77175, "loss": 5.77175, "time": 0.60001}
{"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00716, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48484, "top5_acc": 0.73469, "loss_cls": 5.73334, "loss": 5.73334, "time": 0.60062}
{"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00715, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48484, "top5_acc": 0.74359, "loss_cls": 5.70283, "loss": 5.70283, "time": 0.6015}
{"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00713, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48594, "top5_acc": 0.73625, "loss_cls": 5.71751, "loss": 5.71751, "time": 0.60126}
{"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00712, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48281, "top5_acc": 0.73469, "loss_cls": 5.73908, "loss": 5.73908, "time": 0.60622}
{"mode": "train", "epoch": 125, "iter": 900, "lr": 0.0071, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.47891, "top5_acc": 0.72953, "loss_cls": 5.76639, "loss": 5.76639, "time": 0.60509}
{"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.00709, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47203, "top5_acc": 0.72422, "loss_cls": 5.78971, "loss": 5.78971, "time": 0.59679}
{"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00707, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48812, "top5_acc": 0.73609, "loss_cls": 5.73526, "loss": 5.73526, "time": 0.59685}
{"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00706, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47391, "top5_acc": 0.72938, "loss_cls": 5.78422, "loss": 5.78422, "time": 0.60138}
{"mode": "train", "epoch": 125, "iter": 1300, "lr": 0.00704, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48531, "top5_acc": 0.72422, "loss_cls": 5.75605, "loss": 5.75605, "time": 0.59899}
{"mode": "train", "epoch": 125, "iter": 1400, "lr": 0.00703, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47406, "top5_acc": 0.72203, "loss_cls": 5.81532, "loss": 5.81532, "time": 0.6053}
{"mode": "train", "epoch": 125, "iter": 1500, "lr": 0.00702, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.48047, "top5_acc": 0.73156, "loss_cls": 5.75802, "loss": 5.75802, "time": 0.60627}
{"mode": "train", "epoch": 125, "iter": 1600, "lr": 0.007, "memory": 16177, "data_time": 0.00053, "top1_acc": 0.46516, "top5_acc": 0.72656, "loss_cls": 5.80898, "loss": 5.80898, "time": 0.60345}
{"mode": "train", "epoch": 125, "iter": 1700, "lr": 0.00699, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.47453, "top5_acc": 0.73062, "loss_cls": 5.76047, "loss": 5.76047, "time": 0.60521}
{"mode": "train", "epoch": 125, "iter": 1800, "lr": 0.00697, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.47031, "top5_acc": 0.72484, "loss_cls": 5.78272, "loss": 5.78272, "time": 0.60181}
{"mode": "train", "epoch": 125, "iter": 1900, "lr": 0.00696, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.475, "top5_acc": 0.73109, "loss_cls": 5.78767, "loss": 5.78767, "time": 0.60397}
{"mode": "train", "epoch": 125, "iter": 2000, "lr": 0.00694, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47375, "top5_acc": 0.72922, "loss_cls": 5.79592, "loss": 5.79592, "time": 0.60123}
{"mode": "train", "epoch": 125, "iter": 2100, "lr": 0.00693, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47844, "top5_acc": 0.72484, "loss_cls": 5.78033, "loss": 5.78033, "time": 0.59787}
{"mode": "train", "epoch": 125, "iter": 2200, "lr": 0.00692, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48078, "top5_acc": 0.73297, "loss_cls": 5.77352, "loss": 5.77352, "time": 0.59758}
{"mode": "train", "epoch": 125, "iter": 2300, "lr": 0.0069, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.47641, "top5_acc": 0.72656, "loss_cls": 5.77568, "loss": 5.77568, "time": 0.59882}
{"mode": "train", "epoch": 125, "iter": 2400, "lr": 0.00689, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.475, "top5_acc": 0.72781, "loss_cls": 5.77461, "loss": 5.77461, "time": 0.60096}
{"mode": "train", "epoch": 125, "iter": 2500, "lr": 0.00687, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47453, "top5_acc": 0.73531, "loss_cls": 5.78644, "loss": 5.78644, "time": 0.59994}
{"mode": "train", "epoch": 125, "iter": 2600, "lr": 0.00686, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46469, "top5_acc": 0.72281, "loss_cls": 5.80493, "loss": 5.80493, "time": 0.60546}
{"mode": "train", "epoch": 125, "iter": 2700, "lr": 0.00685, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46578, "top5_acc": 0.72234, "loss_cls": 5.8202, "loss": 5.8202, "time": 0.59942}
{"mode": "train", "epoch": 125, "iter": 2800, "lr": 0.00683, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47109, "top5_acc": 0.73, "loss_cls": 5.79122, "loss": 5.79122, "time": 0.60202}
{"mode": "train", "epoch": 125, "iter": 2900, "lr": 0.00682, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.46812, "top5_acc": 0.72812, "loss_cls": 5.79156, "loss": 5.79156, "time": 0.59832}
{"mode": "train", "epoch": 125, "iter": 3000, "lr": 0.0068, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.47484, "top5_acc": 0.73, "loss_cls": 5.78267, "loss": 5.78267, "time": 0.60298}
{"mode": "train", "epoch": 125, "iter": 3100, "lr": 0.00679, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.475, "top5_acc": 0.71953, "loss_cls": 5.78887, "loss": 5.78887, "time": 0.60071}
{"mode": "train", "epoch": 125, "iter": 3200, "lr": 0.00678, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47109, "top5_acc": 0.71547, "loss_cls": 5.81856, "loss": 5.81856, "time": 0.59991}
{"mode": "train", "epoch": 125, "iter": 3300, "lr": 0.00676, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.46453, "top5_acc": 0.72406, "loss_cls": 5.82193, "loss": 5.82193, "time": 0.60232}
{"mode": "train", "epoch": 125, "iter": 3400, "lr": 0.00675, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.48281, "top5_acc": 0.73094, "loss_cls": 5.75039, "loss": 5.75039, "time": 0.59808}
{"mode": "train", "epoch": 125, "iter": 3500, "lr": 0.00673, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.47812, "top5_acc": 0.72125, "loss_cls": 5.79738, "loss": 5.79738, "time": 0.59986}
{"mode": "train", "epoch": 125, "iter": 3600, "lr": 0.00672, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47391, "top5_acc": 0.72797, "loss_cls": 5.77872, "loss": 5.77872, "time": 0.60287}
{"mode": "train", "epoch": 125, "iter": 3700, "lr": 0.00671, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47469, "top5_acc": 0.71703, "loss_cls": 5.81175, "loss": 5.81175, "time": 0.60115}
{"mode": "val", "epoch": 125, "iter": 309, "lr": 0.0067, "top1_acc": 0.40202, "top5_acc": 0.65866, "mean_class_accuracy": 0.40172}
{"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00668, "memory": 16177, "data_time": 1.38013, "top1_acc": 0.49594, "top5_acc": 0.735, "loss_cls": 5.72522, "loss": 5.72522, "time": 1.97435}
{"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00667, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49359, "top5_acc": 0.73703, "loss_cls": 5.70002, "loss": 5.70002, "time": 0.59115}
{"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00666, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49562, "top5_acc": 0.75094, "loss_cls": 5.6765, "loss": 5.6765, "time": 0.59758}
{"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00664, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48594, "top5_acc": 0.73453, "loss_cls": 5.73394, "loss": 5.73394, "time": 0.60106}
{"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00663, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48422, "top5_acc": 0.74984, "loss_cls": 5.68512, "loss": 5.68512, "time": 0.60167}
{"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00662, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48344, "top5_acc": 0.7375, "loss_cls": 5.73615, "loss": 5.73615, "time": 0.60049}
{"mode": "train", "epoch": 126, "iter": 700, "lr": 0.0066, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48109, "top5_acc": 0.73516, "loss_cls": 5.73253, "loss": 5.73253, "time": 0.60669}
{"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00659, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.47984, "top5_acc": 0.74031, "loss_cls": 5.72637, "loss": 5.72637, "time": 0.60879}
{"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00657, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.49375, "top5_acc": 0.74156, "loss_cls": 5.70702, "loss": 5.70702, "time": 0.60149}
{"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00656, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47609, "top5_acc": 0.73375, "loss_cls": 5.7535, "loss": 5.7535, "time": 0.60501}
{"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00655, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47312, "top5_acc": 0.72688, "loss_cls": 5.76745, "loss": 5.76745, "time": 0.60298}
{"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00653, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48312, "top5_acc": 0.74094, "loss_cls": 5.73333, "loss": 5.73333, "time": 0.5991}
{"mode": "train", "epoch": 126, "iter": 1300, "lr": 0.00652, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.47969, "top5_acc": 0.72812, "loss_cls": 5.78148, "loss": 5.78148, "time": 0.61007}
{"mode": "train", "epoch": 126, "iter": 1400, "lr": 0.0065, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.49344, "top5_acc": 0.74562, "loss_cls": 5.70317, "loss": 5.70317, "time": 0.60925}
{"mode": "train", "epoch": 126, "iter": 1500, "lr": 0.00649, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48984, "top5_acc": 0.73141, "loss_cls": 5.71069, "loss": 5.71069, "time": 0.60713}
{"mode": "train", "epoch": 126, "iter": 1600, "lr": 0.00648, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.48188, "top5_acc": 0.73875, "loss_cls": 5.72067, "loss": 5.72067, "time": 0.60946}
{"mode": "train", "epoch": 126, "iter": 1700, "lr": 0.00646, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.48312, "top5_acc": 0.73188, "loss_cls": 5.76332, "loss": 5.76332, "time": 0.61002}
{"mode": "train", "epoch": 126, "iter": 1800, "lr": 0.00645, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.47234, "top5_acc": 0.73, "loss_cls": 5.75903, "loss": 5.75903, "time": 0.60415}
{"mode": "train", "epoch": 126, "iter": 1900, "lr": 0.00644, "memory": 16177, "data_time": 0.00051, "top1_acc": 0.47797, "top5_acc": 0.72766, "loss_cls": 5.78358, "loss": 5.78358, "time": 0.60401}
{"mode": "train", "epoch": 126, "iter": 2000, "lr": 0.00642, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.48641, "top5_acc": 0.73844, "loss_cls": 5.71384, "loss": 5.71384, "time": 0.59755}
{"mode": "train", "epoch": 126, "iter": 2100, "lr": 0.00641, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.485, "top5_acc": 0.73625, "loss_cls": 5.74798, "loss": 5.74798, "time": 0.59675}
{"mode": "train", "epoch": 126, "iter": 2200, "lr": 0.00639, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.47953, "top5_acc": 0.73359, "loss_cls": 5.76461, "loss": 5.76461, "time": 0.60139}
{"mode": "train", "epoch": 126, "iter": 2300, "lr": 0.00638, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.485, "top5_acc": 0.73797, "loss_cls": 5.74355, "loss": 5.74355, "time": 0.59958}
{"mode": "train", "epoch": 126, "iter": 2400, "lr": 0.00637, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48141, "top5_acc": 0.73984, "loss_cls": 5.73827, "loss": 5.73827, "time": 0.60154}
{"mode": "train", "epoch": 126, "iter": 2500, "lr": 0.00635, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48406, "top5_acc": 0.73828, "loss_cls": 5.73746, "loss": 5.73746, "time": 0.60179}
{"mode": "train", "epoch": 126, "iter": 2600, "lr": 0.00634, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48234, "top5_acc": 0.73469, "loss_cls": 5.73765, "loss": 5.73765, "time": 0.60072}
{"mode": "train", "epoch": 126, "iter": 2700, "lr": 0.00633, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.47391, "top5_acc": 0.71812, "loss_cls": 5.80902, "loss": 5.80902, "time": 0.60549}
{"mode": "train", "epoch": 126, "iter": 2800, "lr": 0.00631, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48281, "top5_acc": 0.7275, "loss_cls": 5.80044, "loss": 5.80044, "time": 0.6042}
{"mode": "train", "epoch": 126, "iter": 2900, "lr": 0.0063, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.47531, "top5_acc": 0.72781, "loss_cls": 5.75875, "loss": 5.75875, "time": 0.60402}
{"mode": "train", "epoch": 126, "iter": 3000, "lr": 0.00629, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48594, "top5_acc": 0.73469, "loss_cls": 5.73625, "loss": 5.73625, "time": 0.60312}
{"mode": "train", "epoch": 126, "iter": 3100, "lr": 0.00627, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47062, "top5_acc": 0.725, "loss_cls": 5.79923, "loss": 5.79923, "time": 0.60039}
{"mode": "train", "epoch": 126, "iter": 3200, "lr": 0.00626, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48062, "top5_acc": 0.73312, "loss_cls": 5.76177, "loss": 5.76177, "time": 0.60494}
{"mode": "train", "epoch": 126, "iter": 3300, "lr": 0.00625, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47375, "top5_acc": 0.73281, "loss_cls": 5.77446, "loss": 5.77446, "time": 0.60295}
{"mode": "train", "epoch": 126, "iter": 3400, "lr": 0.00623, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47188, "top5_acc": 0.72969, "loss_cls": 5.78636, "loss": 5.78636, "time": 0.60152}
{"mode": "train", "epoch": 126, "iter": 3500, "lr": 0.00622, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.47891, "top5_acc": 0.73609, "loss_cls": 5.74756, "loss": 5.74756, "time": 0.60173}
{"mode": "train", "epoch": 126, "iter": 3600, "lr": 0.0062, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.46984, "top5_acc": 0.72781, "loss_cls": 5.78929, "loss": 5.78929, "time": 0.60228}
{"mode": "train", "epoch": 126, "iter": 3700, "lr": 0.00619, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48062, "top5_acc": 0.74219, "loss_cls": 5.72507, "loss": 5.72507, "time": 0.60477}
{"mode": "val", "epoch": 126, "iter": 309, "lr": 0.00618, "top1_acc": 0.40384, "top5_acc": 0.65877, "mean_class_accuracy": 0.40345}
{"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00617, "memory": 16177, "data_time": 1.4075, "top1_acc": 0.49875, "top5_acc": 0.74906, "loss_cls": 5.65955, "loss": 5.65955, "time": 2.0009}
{"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00616, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.50109, "top5_acc": 0.75359, "loss_cls": 5.63143, "loss": 5.63143, "time": 0.59262}
{"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00614, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49094, "top5_acc": 0.74984, "loss_cls": 5.68639, "loss": 5.68639, "time": 0.59905}
{"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00613, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49312, "top5_acc": 0.75031, "loss_cls": 5.67427, "loss": 5.67427, "time": 0.59961}
{"mode": "train", "epoch": 127, "iter": 500, "lr": 0.00612, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48531, "top5_acc": 0.74906, "loss_cls": 5.7, "loss": 5.7, "time": 0.60165}
{"mode": "train", "epoch": 127, "iter": 600, "lr": 0.0061, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48766, "top5_acc": 0.73672, "loss_cls": 5.73338, "loss": 5.73338, "time": 0.60263}
{"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00609, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.50313, "top5_acc": 0.74969, "loss_cls": 5.6628, "loss": 5.6628, "time": 0.60886}
{"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00608, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49094, "top5_acc": 0.74375, "loss_cls": 5.69664, "loss": 5.69664, "time": 0.6046}
{"mode": "train", "epoch": 127, "iter": 900, "lr": 0.00606, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47891, "top5_acc": 0.73984, "loss_cls": 5.71874, "loss": 5.71874, "time": 0.60157}
{"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00605, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48812, "top5_acc": 0.73828, "loss_cls": 5.72698, "loss": 5.72698, "time": 0.6008}
{"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00604, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48188, "top5_acc": 0.73297, "loss_cls": 5.74356, "loss": 5.74356, "time": 0.60184}
{"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00602, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48594, "top5_acc": 0.74438, "loss_cls": 5.69079, "loss": 5.69079, "time": 0.59999}
{"mode": "train", "epoch": 127, "iter": 1300, "lr": 0.00601, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.49484, "top5_acc": 0.74, "loss_cls": 5.69929, "loss": 5.69929, "time": 0.60692}
{"mode": "train", "epoch": 127, "iter": 1400, "lr": 0.006, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.47953, "top5_acc": 0.73141, "loss_cls": 5.78649, "loss": 5.78649, "time": 0.60534}
{"mode": "train", "epoch": 127, "iter": 1500, "lr": 0.00598, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.50141, "top5_acc": 0.74234, "loss_cls": 5.67601, "loss": 5.67601, "time": 0.6067}
{"mode": "train", "epoch": 127, "iter": 1600, "lr": 0.00597, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.4875, "top5_acc": 0.73391, "loss_cls": 5.72129, "loss": 5.72129, "time": 0.60502}
{"mode": "train", "epoch": 127, "iter": 1700, "lr": 0.00596, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49391, "top5_acc": 0.74297, "loss_cls": 5.70288, "loss": 5.70288, "time": 0.60014}
{"mode": "train", "epoch": 127, "iter": 1800, "lr": 0.00594, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.48438, "top5_acc": 0.74297, "loss_cls": 5.71705, "loss": 5.71705, "time": 0.60736}
{"mode": "train", "epoch": 127, "iter": 1900, "lr": 0.00593, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.48828, "top5_acc": 0.72844, "loss_cls": 5.74882, "loss": 5.74882, "time": 0.60299}
{"mode": "train", "epoch": 127, "iter": 2000, "lr": 0.00592, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.49797, "top5_acc": 0.74859, "loss_cls": 5.67618, "loss": 5.67618, "time": 0.6011}
{"mode": "train", "epoch": 127, "iter": 2100, "lr": 0.00591, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.48547, "top5_acc": 0.73281, "loss_cls": 5.7341, "loss": 5.7341, "time": 0.59817}
{"mode": "train", "epoch": 127, "iter": 2200, "lr": 0.00589, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48609, "top5_acc": 0.73656, "loss_cls": 5.71545, "loss": 5.71545, "time": 0.59959}
{"mode": "train", "epoch": 127, "iter": 2300, "lr": 0.00588, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.4925, "top5_acc": 0.74281, "loss_cls": 5.70878, "loss": 5.70878, "time": 0.59978}
{"mode": "train", "epoch": 127, "iter": 2400, "lr": 0.00587, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48938, "top5_acc": 0.74109, "loss_cls": 5.72573, "loss": 5.72573, "time": 0.59841}
{"mode": "train", "epoch": 127, "iter": 2500, "lr": 0.00585, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48141, "top5_acc": 0.74641, "loss_cls": 5.71605, "loss": 5.71605, "time": 0.5982}
{"mode": "train", "epoch": 127, "iter": 2600, "lr": 0.00584, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49438, "top5_acc": 0.73703, "loss_cls": 5.72925, "loss": 5.72925, "time": 0.59943}
{"mode": "train", "epoch": 127, "iter": 2700, "lr": 0.00583, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48938, "top5_acc": 0.74016, "loss_cls": 5.70586, "loss": 5.70586, "time": 0.59755}
{"mode": "train", "epoch": 127, "iter": 2800, "lr": 0.00581, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48234, "top5_acc": 0.73812, "loss_cls": 5.73963, "loss": 5.73963, "time": 0.598}
{"mode": "train", "epoch": 127, "iter": 2900, "lr": 0.0058, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48406, "top5_acc": 0.74516, "loss_cls": 5.7355, "loss": 5.7355, "time": 0.60227}
{"mode": "train", "epoch": 127, "iter": 3000, "lr": 0.00579, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48156, "top5_acc": 0.72688, "loss_cls": 5.75386, "loss": 5.75386, "time": 0.59897}
{"mode": "train", "epoch": 127, "iter": 3100, "lr": 0.00577, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.48906, "top5_acc": 0.74891, "loss_cls": 5.69069, "loss": 5.69069, "time": 0.59764}
{"mode": "train", "epoch": 127, "iter": 3200, "lr": 0.00576, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48266, "top5_acc": 0.73391, "loss_cls": 5.72362, "loss": 5.72362, "time": 0.60145}
{"mode": "train", "epoch": 127, "iter": 3300, "lr": 0.00575, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48516, "top5_acc": 0.74203, "loss_cls": 5.70706, "loss": 5.70706, "time": 0.59935}
{"mode": "train", "epoch": 127, "iter": 3400, "lr": 0.00573, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48734, "top5_acc": 0.73188, "loss_cls": 5.74814, "loss": 5.74814, "time": 0.59662}
{"mode": "train", "epoch": 127, "iter": 3500, "lr": 0.00572, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48188, "top5_acc": 0.71859, "loss_cls": 5.78267, "loss": 5.78267, "time": 0.59675}
{"mode": "train", "epoch": 127, "iter": 3600, "lr": 0.00571, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48109, "top5_acc": 0.73438, "loss_cls": 5.76215, "loss": 5.76215, "time": 0.6}
{"mode": "train", "epoch": 127, "iter": 3700, "lr": 0.0057, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.4825, "top5_acc": 0.73344, "loss_cls": 5.74144, "loss": 5.74144, "time": 0.60092}
{"mode": "val", "epoch": 127, "iter": 309, "lr": 0.00569, "top1_acc": 0.40906, "top5_acc": 0.66115, "mean_class_accuracy": 0.40886}
{"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00568, "memory": 16177, "data_time": 1.3191, "top1_acc": 0.50984, "top5_acc": 0.75734, "loss_cls": 5.62634, "loss": 5.62634, "time": 1.90747}
{"mode": "train", "epoch": 128, "iter": 200, "lr": 0.00566, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50266, "top5_acc": 0.75266, "loss_cls": 5.62149, "loss": 5.62149, "time": 0.59323}
{"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00565, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50359, "top5_acc": 0.75234, "loss_cls": 5.6527, "loss": 5.6527, "time": 0.5959}
{"mode": "train", "epoch": 128, "iter": 400, "lr": 0.00564, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51, "top5_acc": 0.75266, "loss_cls": 5.63378, "loss": 5.63378, "time": 0.60015}
{"mode": "train", "epoch": 128, "iter": 500, "lr": 0.00563, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.50109, "top5_acc": 0.74859, "loss_cls": 5.6484, "loss": 5.6484, "time": 0.59706}
{"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00561, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49609, "top5_acc": 0.75016, "loss_cls": 5.64184, "loss": 5.64184, "time": 0.6013}
{"mode": "train", "epoch": 128, "iter": 700, "lr": 0.0056, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.50453, "top5_acc": 0.76219, "loss_cls": 5.6264, "loss": 5.6264, "time": 0.60591}
{"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00559, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.49531, "top5_acc": 0.75141, "loss_cls": 5.64405, "loss": 5.64405, "time": 0.60427}
{"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00557, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49281, "top5_acc": 0.74109, "loss_cls": 5.69734, "loss": 5.69734, "time": 0.59903}
{"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00556, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.4975, "top5_acc": 0.75547, "loss_cls": 5.65537, "loss": 5.65537, "time": 0.60284}
{"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00555, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49766, "top5_acc": 0.74781, "loss_cls": 5.67377, "loss": 5.67377, "time": 0.60008}
{"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00554, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49297, "top5_acc": 0.74719, "loss_cls": 5.69129, "loss": 5.69129, "time": 0.59901}
{"mode": "train", "epoch": 128, "iter": 1300, "lr": 0.00552, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49969, "top5_acc": 0.74906, "loss_cls": 5.66875, "loss": 5.66875, "time": 0.60819}
{"mode": "train", "epoch": 128, "iter": 1400, "lr": 0.00551, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.48531, "top5_acc": 0.73234, "loss_cls": 5.73622, "loss": 5.73622, "time": 0.60306}
{"mode": "train", "epoch": 128, "iter": 1500, "lr": 0.0055, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.48516, "top5_acc": 0.73844, "loss_cls": 5.72983, "loss": 5.72983, "time": 0.6059}
{"mode": "train", "epoch": 128, "iter": 1600, "lr": 0.00548, "memory": 16177, "data_time": 0.00054, "top1_acc": 0.49188, "top5_acc": 0.74422, "loss_cls": 5.69272, "loss": 5.69272, "time": 0.60547}
{"mode": "train", "epoch": 128, "iter": 1700, "lr": 0.00547, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.49625, "top5_acc": 0.74641, "loss_cls": 5.68102, "loss": 5.68102, "time": 0.60194}
{"mode": "train", "epoch": 128, "iter": 1800, "lr": 0.00546, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.49156, "top5_acc": 0.73375, "loss_cls": 5.69495, "loss": 5.69495, "time": 0.60659}
{"mode": "train", "epoch": 128, "iter": 1900, "lr": 0.00545, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.49141, "top5_acc": 0.74188, "loss_cls": 5.71156, "loss": 5.71156, "time": 0.59822}
{"mode": "train", "epoch": 128, "iter": 2000, "lr": 0.00543, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48922, "top5_acc": 0.73906, "loss_cls": 5.69949, "loss": 5.69949, "time": 0.59628}
{"mode": "train", "epoch": 128, "iter": 2100, "lr": 0.00542, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.49469, "top5_acc": 0.74844, "loss_cls": 5.66441, "loss": 5.66441, "time": 0.59758}
{"mode": "train", "epoch": 128, "iter": 2200, "lr": 0.00541, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48781, "top5_acc": 0.74359, "loss_cls": 5.6915, "loss": 5.6915, "time": 0.60157}
{"mode": "train", "epoch": 128, "iter": 2300, "lr": 0.0054, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50266, "top5_acc": 0.74797, "loss_cls": 5.64697, "loss": 5.64697, "time": 0.59869}
{"mode": "train", "epoch": 128, "iter": 2400, "lr": 0.00538, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48953, "top5_acc": 0.75359, "loss_cls": 5.66143, "loss": 5.66143, "time": 0.5975}
{"mode": "train", "epoch": 128, "iter": 2500, "lr": 0.00537, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48469, "top5_acc": 0.73547, "loss_cls": 5.7254, "loss": 5.7254, "time": 0.59907}
{"mode": "train", "epoch": 128, "iter": 2600, "lr": 0.00536, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49016, "top5_acc": 0.74406, "loss_cls": 5.70629, "loss": 5.70629, "time": 0.59795}
{"mode": "train", "epoch": 128, "iter": 2700, "lr": 0.00535, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50234, "top5_acc": 0.73906, "loss_cls": 5.68668, "loss": 5.68668, "time": 0.59781}
{"mode": "train", "epoch": 128, "iter": 2800, "lr": 0.00533, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49922, "top5_acc": 0.73938, "loss_cls": 5.67748, "loss": 5.67748, "time": 0.59712}
{"mode": "train", "epoch": 128, "iter": 2900, "lr": 0.00532, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49172, "top5_acc": 0.74531, "loss_cls": 5.70073, "loss": 5.70073, "time": 0.60137}
{"mode": "train", "epoch": 128, "iter": 3000, "lr": 0.00531, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49297, "top5_acc": 0.74188, "loss_cls": 5.72624, "loss": 5.72624, "time": 0.59876}
{"mode": "train", "epoch": 128, "iter": 3100, "lr": 0.0053, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.47969, "top5_acc": 0.73938, "loss_cls": 5.74012, "loss": 5.74012, "time": 0.59722}
{"mode": "train", "epoch": 128, "iter": 3200, "lr": 0.00528, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49688, "top5_acc": 0.7425, "loss_cls": 5.666, "loss": 5.666, "time": 0.59748}
{"mode": "train", "epoch": 128, "iter": 3300, "lr": 0.00527, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.48016, "top5_acc": 0.74375, "loss_cls": 5.7002, "loss": 5.7002, "time": 0.59662}
{"mode": "train", "epoch": 128, "iter": 3400, "lr": 0.00526, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.4825, "top5_acc": 0.73797, "loss_cls": 5.73359, "loss": 5.73359, "time": 0.5962}
{"mode": "train", "epoch": 128, "iter": 3500, "lr": 0.00525, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.47469, "top5_acc": 0.73453, "loss_cls": 5.75748, "loss": 5.75748, "time": 0.59773}
{"mode": "train", "epoch": 128, "iter": 3600, "lr": 0.00523, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.47906, "top5_acc": 0.73234, "loss_cls": 5.7697, "loss": 5.7697, "time": 0.60038}
{"mode": "train", "epoch": 128, "iter": 3700, "lr": 0.00522, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49562, "top5_acc": 0.75172, "loss_cls": 5.6818, "loss": 5.6818, "time": 0.60262}
{"mode": "val", "epoch": 128, "iter": 309, "lr": 0.00521, "top1_acc": 0.41463, "top5_acc": 0.66581, "mean_class_accuracy": 0.41436}
{"mode": "train", "epoch": 129, "iter": 100, "lr": 0.0052, "memory": 16177, "data_time": 1.31839, "top1_acc": 0.50969, "top5_acc": 0.76266, "loss_cls": 5.59158, "loss": 5.59158, "time": 1.9094}
{"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00519, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51484, "top5_acc": 0.75766, "loss_cls": 5.59078, "loss": 5.59078, "time": 0.59204}
{"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00518, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51594, "top5_acc": 0.76109, "loss_cls": 5.60165, "loss": 5.60165, "time": 0.59782}
{"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00516, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.505, "top5_acc": 0.75953, "loss_cls": 5.60045, "loss": 5.60045, "time": 0.59688}
{"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00515, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.50328, "top5_acc": 0.75734, "loss_cls": 5.62323, "loss": 5.62323, "time": 0.59831}
{"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00514, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.50484, "top5_acc": 0.755, "loss_cls": 5.62469, "loss": 5.62469, "time": 0.60854}
{"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00513, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.51922, "top5_acc": 0.76203, "loss_cls": 5.59874, "loss": 5.59874, "time": 0.60335}
{"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00512, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49406, "top5_acc": 0.74594, "loss_cls": 5.67099, "loss": 5.67099, "time": 0.59716}
{"mode": "train", "epoch": 129, "iter": 900, "lr": 0.0051, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.49906, "top5_acc": 0.75328, "loss_cls": 5.64833, "loss": 5.64833, "time": 0.59987}
{"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00509, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.49859, "top5_acc": 0.75094, "loss_cls": 5.66043, "loss": 5.66043, "time": 0.60266}
{"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00508, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49781, "top5_acc": 0.75547, "loss_cls": 5.64423, "loss": 5.64423, "time": 0.59602}
{"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.00507, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.49547, "top5_acc": 0.74141, "loss_cls": 5.69123, "loss": 5.69123, "time": 0.60005}
{"mode": "train", "epoch": 129, "iter": 1300, "lr": 0.00505, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.50797, "top5_acc": 0.74609, "loss_cls": 5.65751, "loss": 5.65751, "time": 0.60296}
{"mode": "train", "epoch": 129, "iter": 1400, "lr": 0.00504, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.50125, "top5_acc": 0.75828, "loss_cls": 5.61652, "loss": 5.61652, "time": 0.60692}
{"mode": "train", "epoch": 129, "iter": 1500, "lr": 0.00503, "memory": 16177, "data_time": 0.00056, "top1_acc": 0.49688, "top5_acc": 0.74953, "loss_cls": 5.65906, "loss": 5.65906, "time": 0.6044}
{"mode": "train", "epoch": 129, "iter": 1600, "lr": 0.00502, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.50297, "top5_acc": 0.75047, "loss_cls": 5.65693, "loss": 5.65693, "time": 0.6065}
{"mode": "train", "epoch": 129, "iter": 1700, "lr": 0.00501, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.49484, "top5_acc": 0.74812, "loss_cls": 5.64779, "loss": 5.64779, "time": 0.60228}
{"mode": "train", "epoch": 129, "iter": 1800, "lr": 0.00499, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.49859, "top5_acc": 0.75156, "loss_cls": 5.6583, "loss": 5.6583, "time": 0.60356}
{"mode": "train", "epoch": 129, "iter": 1900, "lr": 0.00498, "memory": 16177, "data_time": 0.00045, "top1_acc": 0.49109, "top5_acc": 0.74641, "loss_cls": 5.65828, "loss": 5.65828, "time": 0.60054}
{"mode": "train", "epoch": 129, "iter": 2000, "lr": 0.00497, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49719, "top5_acc": 0.74891, "loss_cls": 5.69494, "loss": 5.69494, "time": 0.5991}
{"mode": "train", "epoch": 129, "iter": 2100, "lr": 0.00496, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.50703, "top5_acc": 0.75297, "loss_cls": 5.62607, "loss": 5.62607, "time": 0.60137}
{"mode": "train", "epoch": 129, "iter": 2200, "lr": 0.00494, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.50438, "top5_acc": 0.75391, "loss_cls": 5.62481, "loss": 5.62481, "time": 0.59906}
{"mode": "train", "epoch": 129, "iter": 2300, "lr": 0.00493, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.50016, "top5_acc": 0.74719, "loss_cls": 5.65587, "loss": 5.65587, "time": 0.59533}
{"mode": "train", "epoch": 129, "iter": 2400, "lr": 0.00492, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.5075, "top5_acc": 0.75719, "loss_cls": 5.63309, "loss": 5.63309, "time": 0.6009}
{"mode": "train", "epoch": 129, "iter": 2500, "lr": 0.00491, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.48594, "top5_acc": 0.74359, "loss_cls": 5.6873, "loss": 5.6873, "time": 0.5993}
{"mode": "train", "epoch": 129, "iter": 2600, "lr": 0.0049, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49375, "top5_acc": 0.74844, "loss_cls": 5.67273, "loss": 5.67273, "time": 0.60026}
{"mode": "train", "epoch": 129, "iter": 2700, "lr": 0.00488, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.4975, "top5_acc": 0.75641, "loss_cls": 5.63294, "loss": 5.63294, "time": 0.59624}
{"mode": "train", "epoch": 129, "iter": 2800, "lr": 0.00487, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48984, "top5_acc": 0.74828, "loss_cls": 5.69526, "loss": 5.69526, "time": 0.59808}
{"mode": "train", "epoch": 129, "iter": 2900, "lr": 0.00486, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.48922, "top5_acc": 0.73719, "loss_cls": 5.7022, "loss": 5.7022, "time": 0.59786}
{"mode": "train", "epoch": 129, "iter": 3000, "lr": 0.00485, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49281, "top5_acc": 0.74406, "loss_cls": 5.71016, "loss": 5.71016, "time": 0.59853}
{"mode": "train", "epoch": 129, "iter": 3100, "lr": 0.00484, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.48641, "top5_acc": 0.74344, "loss_cls": 5.72037, "loss": 5.72037, "time": 0.59752}
{"mode": "train", "epoch": 129, "iter": 3200, "lr": 0.00482, "memory": 16177, "data_time": 0.00023, "top1_acc": 0.50969, "top5_acc": 0.745, "loss_cls": 5.65082, "loss": 5.65082, "time": 0.5983}
{"mode": "train", "epoch": 129, "iter": 3300, "lr": 0.00481, "memory": 16177, "data_time": 0.00023, "top1_acc": 0.49641, "top5_acc": 0.74703, "loss_cls": 5.68205, "loss": 5.68205, "time": 0.59594}
{"mode": "train", "epoch": 129, "iter": 3400, "lr": 0.0048, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50703, "top5_acc": 0.75875, "loss_cls": 5.64119, "loss": 5.64119, "time": 0.59865}
{"mode": "train", "epoch": 129, "iter": 3500, "lr": 0.00479, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49547, "top5_acc": 0.74359, "loss_cls": 5.68423, "loss": 5.68423, "time": 0.59864}
{"mode": "train", "epoch": 129, "iter": 3600, "lr": 0.00478, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.49844, "top5_acc": 0.74828, "loss_cls": 5.67346, "loss": 5.67346, "time": 0.59421}
{"mode": "train", "epoch": 129, "iter": 3700, "lr": 0.00476, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.50125, "top5_acc": 0.74125, "loss_cls": 5.67919, "loss": 5.67919, "time": 0.59685}
{"mode": "val", "epoch": 129, "iter": 309, "lr": 0.00476, "top1_acc": 0.41539, "top5_acc": 0.67153, "mean_class_accuracy": 0.41516}
{"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00475, "memory": 16177, "data_time": 1.35708, "top1_acc": 0.51547, "top5_acc": 0.77344, "loss_cls": 5.53868, "loss": 5.53868, "time": 1.94507}
{"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00473, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52297, "top5_acc": 0.77453, "loss_cls": 5.52036, "loss": 5.52036, "time": 0.59201}
{"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00472, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51125, "top5_acc": 0.75797, "loss_cls": 5.59569, "loss": 5.59569, "time": 0.59432}
{"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00471, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52484, "top5_acc": 0.77875, "loss_cls": 5.53049, "loss": 5.53049, "time": 0.59353}
{"mode": "train", "epoch": 130, "iter": 500, "lr": 0.0047, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.50297, "top5_acc": 0.75422, "loss_cls": 5.62485, "loss": 5.62485, "time": 0.59922}
{"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00469, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51266, "top5_acc": 0.75766, "loss_cls": 5.58488, "loss": 5.58488, "time": 0.60771}
{"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00468, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51047, "top5_acc": 0.75594, "loss_cls": 5.61192, "loss": 5.61192, "time": 0.60007}
{"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00466, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.50719, "top5_acc": 0.75078, "loss_cls": 5.65967, "loss": 5.65967, "time": 0.60064}
{"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00465, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51531, "top5_acc": 0.76453, "loss_cls": 5.59023, "loss": 5.59023, "time": 0.60134}
{"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.00464, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51172, "top5_acc": 0.75891, "loss_cls": 5.59933, "loss": 5.59933, "time": 0.59654}
{"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.00463, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.51578, "top5_acc": 0.75766, "loss_cls": 5.61792, "loss": 5.61792, "time": 0.59987}
{"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00462, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.49188, "top5_acc": 0.74656, "loss_cls": 5.6638, "loss": 5.6638, "time": 0.60925}
{"mode": "train", "epoch": 130, "iter": 1300, "lr": 0.00461, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.50719, "top5_acc": 0.75328, "loss_cls": 5.62955, "loss": 5.62955, "time": 0.60226}
{"mode": "train", "epoch": 130, "iter": 1400, "lr": 0.00459, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.50703, "top5_acc": 0.75734, "loss_cls": 5.6056, "loss": 5.6056, "time": 0.60039}
{"mode": "train", "epoch": 130, "iter": 1500, "lr": 0.00458, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.505, "top5_acc": 0.75625, "loss_cls": 5.63393, "loss": 5.63393, "time": 0.60687}
{"mode": "train", "epoch": 130, "iter": 1600, "lr": 0.00457, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.50141, "top5_acc": 0.75203, "loss_cls": 5.64448, "loss": 5.64448, "time": 0.60157}
{"mode": "train", "epoch": 130, "iter": 1700, "lr": 0.00456, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.49609, "top5_acc": 0.75281, "loss_cls": 5.64401, "loss": 5.64401, "time": 0.60383}
{"mode": "train", "epoch": 130, "iter": 1800, "lr": 0.00455, "memory": 16177, "data_time": 0.00055, "top1_acc": 0.49719, "top5_acc": 0.75047, "loss_cls": 5.64378, "loss": 5.64378, "time": 0.60685}
{"mode": "train", "epoch": 130, "iter": 1900, "lr": 0.00454, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.505, "top5_acc": 0.75609, "loss_cls": 5.62868, "loss": 5.62868, "time": 0.59652}
{"mode": "train", "epoch": 130, "iter": 2000, "lr": 0.00452, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.50813, "top5_acc": 0.74906, "loss_cls": 5.66154, "loss": 5.66154, "time": 0.5989}
{"mode": "train", "epoch": 130, "iter": 2100, "lr": 0.00451, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49719, "top5_acc": 0.75531, "loss_cls": 5.63594, "loss": 5.63594, "time": 0.59586}
{"mode": "train", "epoch": 130, "iter": 2200, "lr": 0.0045, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.5075, "top5_acc": 0.75719, "loss_cls": 5.60631, "loss": 5.60631, "time": 0.59759}
{"mode": "train", "epoch": 130, "iter": 2300, "lr": 0.00449, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.5075, "top5_acc": 0.75141, "loss_cls": 5.63195, "loss": 5.63195, "time": 0.5956}
{"mode": "train", "epoch": 130, "iter": 2400, "lr": 0.00448, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49625, "top5_acc": 0.75156, "loss_cls": 5.65547, "loss": 5.65547, "time": 0.59711}
{"mode": "train", "epoch": 130, "iter": 2500, "lr": 0.00447, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.49719, "top5_acc": 0.74547, "loss_cls": 5.68129, "loss": 5.68129, "time": 0.59791}
{"mode": "train", "epoch": 130, "iter": 2600, "lr": 0.00445, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.50844, "top5_acc": 0.75719, "loss_cls": 5.6153, "loss": 5.6153, "time": 0.59588}
{"mode": "train", "epoch": 130, "iter": 2700, "lr": 0.00444, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.50391, "top5_acc": 0.75891, "loss_cls": 5.62656, "loss": 5.62656, "time": 0.5962}
{"mode": "train", "epoch": 130, "iter": 2800, "lr": 0.00443, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.50281, "top5_acc": 0.75203, "loss_cls": 5.64194, "loss": 5.64194, "time": 0.5983}
{"mode": "train", "epoch": 130, "iter": 2900, "lr": 0.00442, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50688, "top5_acc": 0.75688, "loss_cls": 5.62917, "loss": 5.62917, "time": 0.59812}
{"mode": "train", "epoch": 130, "iter": 3000, "lr": 0.00441, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50703, "top5_acc": 0.75922, "loss_cls": 5.62152, "loss": 5.62152, "time": 0.59742}
{"mode": "train", "epoch": 130, "iter": 3100, "lr": 0.0044, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50281, "top5_acc": 0.75703, "loss_cls": 5.63539, "loss": 5.63539, "time": 0.5986}
{"mode": "train", "epoch": 130, "iter": 3200, "lr": 0.00439, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.50422, "top5_acc": 0.75297, "loss_cls": 5.63127, "loss": 5.63127, "time": 0.59665}
{"mode": "train", "epoch": 130, "iter": 3300, "lr": 0.00437, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.49672, "top5_acc": 0.75328, "loss_cls": 5.64432, "loss": 5.64432, "time": 0.59885}
{"mode": "train", "epoch": 130, "iter": 3400, "lr": 0.00436, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50141, "top5_acc": 0.75172, "loss_cls": 5.64338, "loss": 5.64338, "time": 0.59766}
{"mode": "train", "epoch": 130, "iter": 3500, "lr": 0.00435, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.49438, "top5_acc": 0.74016, "loss_cls": 5.67467, "loss": 5.67467, "time": 0.59665}
{"mode": "train", "epoch": 130, "iter": 3600, "lr": 0.00434, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50578, "top5_acc": 0.75516, "loss_cls": 5.65782, "loss": 5.65782, "time": 0.60011}
{"mode": "train", "epoch": 130, "iter": 3700, "lr": 0.00433, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.49844, "top5_acc": 0.75375, "loss_cls": 5.63693, "loss": 5.63693, "time": 0.5954}
{"mode": "val", "epoch": 130, "iter": 309, "lr": 0.00432, "top1_acc": 0.41924, "top5_acc": 0.6728, "mean_class_accuracy": 0.41891}
{"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00431, "memory": 16177, "data_time": 1.40967, "top1_acc": 0.51812, "top5_acc": 0.77438, "loss_cls": 5.55725, "loss": 5.55725, "time": 2.00133}
{"mode": "train", "epoch": 131, "iter": 200, "lr": 0.0043, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53016, "top5_acc": 0.78391, "loss_cls": 5.49456, "loss": 5.49456, "time": 0.59346}
{"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00429, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52953, "top5_acc": 0.77156, "loss_cls": 5.51262, "loss": 5.51262, "time": 0.59526}
{"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00428, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51594, "top5_acc": 0.76953, "loss_cls": 5.56202, "loss": 5.56202, "time": 0.60146}
{"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00427, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.53156, "top5_acc": 0.77641, "loss_cls": 5.52402, "loss": 5.52402, "time": 0.60539}
{"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00425, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52953, "top5_acc": 0.76156, "loss_cls": 5.53371, "loss": 5.53371, "time": 0.59972}
{"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00424, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52438, "top5_acc": 0.76969, "loss_cls": 5.54656, "loss": 5.54656, "time": 0.59751}
{"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00423, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52188, "top5_acc": 0.76688, "loss_cls": 5.55323, "loss": 5.55323, "time": 0.60065}
{"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00422, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52312, "top5_acc": 0.76703, "loss_cls": 5.56117, "loss": 5.56117, "time": 0.59671}
{"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.00421, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51484, "top5_acc": 0.76781, "loss_cls": 5.56141, "loss": 5.56141, "time": 0.59837}
{"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.0042, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52281, "top5_acc": 0.76844, "loss_cls": 5.54985, "loss": 5.54985, "time": 0.60204}
{"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00419, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.50406, "top5_acc": 0.75672, "loss_cls": 5.6194, "loss": 5.6194, "time": 0.60191}
{"mode": "train", "epoch": 131, "iter": 1300, "lr": 0.00418, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.50438, "top5_acc": 0.75641, "loss_cls": 5.62149, "loss": 5.62149, "time": 0.60089}
{"mode": "train", "epoch": 131, "iter": 1400, "lr": 0.00417, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.51703, "top5_acc": 0.76641, "loss_cls": 5.57281, "loss": 5.57281, "time": 0.60972}
{"mode": "train", "epoch": 131, "iter": 1500, "lr": 0.00415, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.51812, "top5_acc": 0.75828, "loss_cls": 5.58081, "loss": 5.58081, "time": 0.60846}
{"mode": "train", "epoch": 131, "iter": 1600, "lr": 0.00414, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.51281, "top5_acc": 0.76781, "loss_cls": 5.5776, "loss": 5.5776, "time": 0.6033}
{"mode": "train", "epoch": 131, "iter": 1700, "lr": 0.00413, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.51875, "top5_acc": 0.76438, "loss_cls": 5.57839, "loss": 5.57839, "time": 0.60271}
{"mode": "train", "epoch": 131, "iter": 1800, "lr": 0.00412, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.52219, "top5_acc": 0.76656, "loss_cls": 5.57566, "loss": 5.57566, "time": 0.60385}
{"mode": "train", "epoch": 131, "iter": 1900, "lr": 0.00411, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51047, "top5_acc": 0.75906, "loss_cls": 5.60287, "loss": 5.60287, "time": 0.59798}
{"mode": "train", "epoch": 131, "iter": 2000, "lr": 0.0041, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.51766, "top5_acc": 0.76125, "loss_cls": 5.57157, "loss": 5.57157, "time": 0.59585}
{"mode": "train", "epoch": 131, "iter": 2100, "lr": 0.00409, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.51406, "top5_acc": 0.76344, "loss_cls": 5.60479, "loss": 5.60479, "time": 0.60244}
{"mode": "train", "epoch": 131, "iter": 2200, "lr": 0.00408, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.50953, "top5_acc": 0.75578, "loss_cls": 5.6324, "loss": 5.6324, "time": 0.60051}
{"mode": "train", "epoch": 131, "iter": 2300, "lr": 0.00407, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50766, "top5_acc": 0.75406, "loss_cls": 5.61626, "loss": 5.61626, "time": 0.59711}
{"mode": "train", "epoch": 131, "iter": 2400, "lr": 0.00405, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.50484, "top5_acc": 0.75172, "loss_cls": 5.62294, "loss": 5.62294, "time": 0.6005}
{"mode": "train", "epoch": 131, "iter": 2500, "lr": 0.00404, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52062, "top5_acc": 0.76781, "loss_cls": 5.56466, "loss": 5.56466, "time": 0.59824}
{"mode": "train", "epoch": 131, "iter": 2600, "lr": 0.00403, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51016, "top5_acc": 0.75406, "loss_cls": 5.60739, "loss": 5.60739, "time": 0.6004}
{"mode": "train", "epoch": 131, "iter": 2700, "lr": 0.00402, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.49984, "top5_acc": 0.75391, "loss_cls": 5.63349, "loss": 5.63349, "time": 0.60075}
{"mode": "train", "epoch": 131, "iter": 2800, "lr": 0.00401, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.49859, "top5_acc": 0.74797, "loss_cls": 5.66612, "loss": 5.66612, "time": 0.59599}
{"mode": "train", "epoch": 131, "iter": 2900, "lr": 0.004, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50641, "top5_acc": 0.76359, "loss_cls": 5.60158, "loss": 5.60158, "time": 0.59668}
{"mode": "train", "epoch": 131, "iter": 3000, "lr": 0.00399, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.5125, "top5_acc": 0.75656, "loss_cls": 5.60279, "loss": 5.60279, "time": 0.59719}
{"mode": "train", "epoch": 131, "iter": 3100, "lr": 0.00398, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.50313, "top5_acc": 0.75609, "loss_cls": 5.6334, "loss": 5.6334, "time": 0.59924}
{"mode": "train", "epoch": 131, "iter": 3200, "lr": 0.00397, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.50875, "top5_acc": 0.75297, "loss_cls": 5.63623, "loss": 5.63623, "time": 0.59848}
{"mode": "train", "epoch": 131, "iter": 3300, "lr": 0.00396, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.50922, "top5_acc": 0.75547, "loss_cls": 5.62226, "loss": 5.62226, "time": 0.60026}
{"mode": "train", "epoch": 131, "iter": 3400, "lr": 0.00394, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.50813, "top5_acc": 0.75422, "loss_cls": 5.61945, "loss": 5.61945, "time": 0.59962}
{"mode": "train", "epoch": 131, "iter": 3500, "lr": 0.00393, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50625, "top5_acc": 0.75656, "loss_cls": 5.62542, "loss": 5.62542, "time": 0.59667}
{"mode": "train", "epoch": 131, "iter": 3600, "lr": 0.00392, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50594, "top5_acc": 0.75766, "loss_cls": 5.62517, "loss": 5.62517, "time": 0.59905}
{"mode": "train", "epoch": 131, "iter": 3700, "lr": 0.00391, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.50719, "top5_acc": 0.75594, "loss_cls": 5.60885, "loss": 5.60885, "time": 0.59935}
{"mode": "val", "epoch": 131, "iter": 309, "lr": 0.00391, "top1_acc": 0.42405, "top5_acc": 0.67158, "mean_class_accuracy": 0.42374}
{"mode": "train", "epoch": 132, "iter": 100, "lr": 0.0039, "memory": 16177, "data_time": 1.31658, "top1_acc": 0.53453, "top5_acc": 0.7825, "loss_cls": 5.48309, "loss": 5.48309, "time": 1.90368}
{"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00389, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53703, "top5_acc": 0.775, "loss_cls": 5.48646, "loss": 5.48646, "time": 0.58994}
{"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00387, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53844, "top5_acc": 0.78453, "loss_cls": 5.47178, "loss": 5.47178, "time": 0.59359}
{"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00386, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52781, "top5_acc": 0.77531, "loss_cls": 5.5117, "loss": 5.5117, "time": 0.59915}
{"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00385, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.51547, "top5_acc": 0.76359, "loss_cls": 5.54836, "loss": 5.54836, "time": 0.601}
{"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00384, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.53188, "top5_acc": 0.77953, "loss_cls": 5.50048, "loss": 5.50048, "time": 0.60082}
{"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00383, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52969, "top5_acc": 0.77641, "loss_cls": 5.51177, "loss": 5.51177, "time": 0.59677}
{"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00382, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.53422, "top5_acc": 0.77438, "loss_cls": 5.51988, "loss": 5.51988, "time": 0.60098}
{"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00381, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51938, "top5_acc": 0.76828, "loss_cls": 5.56257, "loss": 5.56257, "time": 0.59847}
{"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.0038, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52375, "top5_acc": 0.77125, "loss_cls": 5.53267, "loss": 5.53267, "time": 0.59753}
{"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00379, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52359, "top5_acc": 0.77031, "loss_cls": 5.55528, "loss": 5.55528, "time": 0.60231}
{"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00378, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52703, "top5_acc": 0.76859, "loss_cls": 5.5365, "loss": 5.5365, "time": 0.60934}
{"mode": "train", "epoch": 132, "iter": 1300, "lr": 0.00377, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.51656, "top5_acc": 0.76969, "loss_cls": 5.54605, "loss": 5.54605, "time": 0.60765}
{"mode": "train", "epoch": 132, "iter": 1400, "lr": 0.00376, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.51469, "top5_acc": 0.765, "loss_cls": 5.57186, "loss": 5.57186, "time": 0.60725}
{"mode": "train", "epoch": 132, "iter": 1500, "lr": 0.00375, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.51328, "top5_acc": 0.77297, "loss_cls": 5.55318, "loss": 5.55318, "time": 0.59927}
{"mode": "train", "epoch": 132, "iter": 1600, "lr": 0.00374, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.52188, "top5_acc": 0.76672, "loss_cls": 5.54191, "loss": 5.54191, "time": 0.60048}
{"mode": "train", "epoch": 132, "iter": 1700, "lr": 0.00372, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.52375, "top5_acc": 0.77562, "loss_cls": 5.53742, "loss": 5.53742, "time": 0.604}
{"mode": "train", "epoch": 132, "iter": 1800, "lr": 0.00371, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.51672, "top5_acc": 0.76734, "loss_cls": 5.57162, "loss": 5.57162, "time": 0.60159}
{"mode": "train", "epoch": 132, "iter": 1900, "lr": 0.0037, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.51438, "top5_acc": 0.75688, "loss_cls": 5.60229, "loss": 5.60229, "time": 0.60201}
{"mode": "train", "epoch": 132, "iter": 2000, "lr": 0.00369, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.51281, "top5_acc": 0.76109, "loss_cls": 5.5838, "loss": 5.5838, "time": 0.60161}
{"mode": "train", "epoch": 132, "iter": 2100, "lr": 0.00368, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52391, "top5_acc": 0.76953, "loss_cls": 5.55605, "loss": 5.55605, "time": 0.59649}
{"mode": "train", "epoch": 132, "iter": 2200, "lr": 0.00367, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51672, "top5_acc": 0.75922, "loss_cls": 5.598, "loss": 5.598, "time": 0.5978}
{"mode": "train", "epoch": 132, "iter": 2300, "lr": 0.00366, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52531, "top5_acc": 0.76688, "loss_cls": 5.53115, "loss": 5.53115, "time": 0.59943}
{"mode": "train", "epoch": 132, "iter": 2400, "lr": 0.00365, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52391, "top5_acc": 0.76109, "loss_cls": 5.57396, "loss": 5.57396, "time": 0.59909}
{"mode": "train", "epoch": 132, "iter": 2500, "lr": 0.00364, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51516, "top5_acc": 0.76453, "loss_cls": 5.56818, "loss": 5.56818, "time": 0.59692}
{"mode": "train", "epoch": 132, "iter": 2600, "lr": 0.00363, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51938, "top5_acc": 0.75844, "loss_cls": 5.58221, "loss": 5.58221, "time": 0.59713}
{"mode": "train", "epoch": 132, "iter": 2700, "lr": 0.00362, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52016, "top5_acc": 0.76781, "loss_cls": 5.562, "loss": 5.562, "time": 0.60038}
{"mode": "train", "epoch": 132, "iter": 2800, "lr": 0.00361, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51203, "top5_acc": 0.76938, "loss_cls": 5.56399, "loss": 5.56399, "time": 0.59916}
{"mode": "train", "epoch": 132, "iter": 2900, "lr": 0.0036, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51891, "top5_acc": 0.76875, "loss_cls": 5.55422, "loss": 5.55422, "time": 0.59729}
{"mode": "train", "epoch": 132, "iter": 3000, "lr": 0.00359, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52672, "top5_acc": 0.76969, "loss_cls": 5.54675, "loss": 5.54675, "time": 0.59897}
{"mode": "train", "epoch": 132, "iter": 3100, "lr": 0.00358, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51531, "top5_acc": 0.75969, "loss_cls": 5.57671, "loss": 5.57671, "time": 0.59483}
{"mode": "train", "epoch": 132, "iter": 3200, "lr": 0.00357, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.52141, "top5_acc": 0.76281, "loss_cls": 5.59648, "loss": 5.59648, "time": 0.59447}
{"mode": "train", "epoch": 132, "iter": 3300, "lr": 0.00356, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.50953, "top5_acc": 0.76125, "loss_cls": 5.60017, "loss": 5.60017, "time": 0.59632}
{"mode": "train", "epoch": 132, "iter": 3400, "lr": 0.00355, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.51969, "top5_acc": 0.76656, "loss_cls": 5.5579, "loss": 5.5579, "time": 0.59639}
{"mode": "train", "epoch": 132, "iter": 3500, "lr": 0.00354, "memory": 16177, "data_time": 0.00023, "top1_acc": 0.50281, "top5_acc": 0.75531, "loss_cls": 5.63724, "loss": 5.63724, "time": 0.59377}
{"mode": "train", "epoch": 132, "iter": 3600, "lr": 0.00353, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.51172, "top5_acc": 0.76391, "loss_cls": 5.58318, "loss": 5.58318, "time": 0.59609}
{"mode": "train", "epoch": 132, "iter": 3700, "lr": 0.00352, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52281, "top5_acc": 0.76688, "loss_cls": 5.56506, "loss": 5.56506, "time": 0.60054}
{"mode": "val", "epoch": 132, "iter": 309, "lr": 0.00351, "top1_acc": 0.42425, "top5_acc": 0.6693, "mean_class_accuracy": 0.42393}
{"mode": "train", "epoch": 133, "iter": 100, "lr": 0.0035, "memory": 16177, "data_time": 1.39411, "top1_acc": 0.54875, "top5_acc": 0.78953, "loss_cls": 5.42221, "loss": 5.42221, "time": 1.98493}
{"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00349, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.53172, "top5_acc": 0.775, "loss_cls": 5.50679, "loss": 5.50679, "time": 0.59171}
{"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00348, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.55188, "top5_acc": 0.79594, "loss_cls": 5.41771, "loss": 5.41771, "time": 0.60115}
{"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00347, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.54484, "top5_acc": 0.79031, "loss_cls": 5.45395, "loss": 5.45395, "time": 0.60333}
{"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00346, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.53219, "top5_acc": 0.77938, "loss_cls": 5.49051, "loss": 5.49051, "time": 0.60273}
{"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00345, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.53125, "top5_acc": 0.77516, "loss_cls": 5.50315, "loss": 5.50315, "time": 0.6}
{"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00344, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.53406, "top5_acc": 0.76672, "loss_cls": 5.53912, "loss": 5.53912, "time": 0.60083}
{"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00343, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53562, "top5_acc": 0.77266, "loss_cls": 5.50806, "loss": 5.50806, "time": 0.59741}
{"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00342, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52812, "top5_acc": 0.77844, "loss_cls": 5.50204, "loss": 5.50204, "time": 0.59735}
{"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.00341, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.53891, "top5_acc": 0.77969, "loss_cls": 5.48252, "loss": 5.48252, "time": 0.59946}
{"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.0034, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.52922, "top5_acc": 0.77344, "loss_cls": 5.51534, "loss": 5.51534, "time": 0.60558}
{"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00339, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52203, "top5_acc": 0.77969, "loss_cls": 5.50008, "loss": 5.50008, "time": 0.60386}
{"mode": "train", "epoch": 133, "iter": 1300, "lr": 0.00338, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.52438, "top5_acc": 0.76812, "loss_cls": 5.53999, "loss": 5.53999, "time": 0.60145}
{"mode": "train", "epoch": 133, "iter": 1400, "lr": 0.00337, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.53969, "top5_acc": 0.77875, "loss_cls": 5.47505, "loss": 5.47505, "time": 0.61175}
{"mode": "train", "epoch": 133, "iter": 1500, "lr": 0.00336, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52281, "top5_acc": 0.77875, "loss_cls": 5.49686, "loss": 5.49686, "time": 0.60151}
{"mode": "train", "epoch": 133, "iter": 1600, "lr": 0.00335, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52703, "top5_acc": 0.77312, "loss_cls": 5.53608, "loss": 5.53608, "time": 0.60186}
{"mode": "train", "epoch": 133, "iter": 1700, "lr": 0.00334, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.51828, "top5_acc": 0.76641, "loss_cls": 5.55067, "loss": 5.55067, "time": 0.60079}
{"mode": "train", "epoch": 133, "iter": 1800, "lr": 0.00333, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.53016, "top5_acc": 0.77688, "loss_cls": 5.5091, "loss": 5.5091, "time": 0.59877}
{"mode": "train", "epoch": 133, "iter": 1900, "lr": 0.00332, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52828, "top5_acc": 0.77469, "loss_cls": 5.52832, "loss": 5.52832, "time": 0.59362}
{"mode": "train", "epoch": 133, "iter": 2000, "lr": 0.00331, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.53312, "top5_acc": 0.76891, "loss_cls": 5.51765, "loss": 5.51765, "time": 0.59905}
{"mode": "train", "epoch": 133, "iter": 2100, "lr": 0.0033, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53234, "top5_acc": 0.77797, "loss_cls": 5.48857, "loss": 5.48857, "time": 0.59489}
{"mode": "train", "epoch": 133, "iter": 2200, "lr": 0.00329, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52703, "top5_acc": 0.76328, "loss_cls": 5.54618, "loss": 5.54618, "time": 0.59957}
{"mode": "train", "epoch": 133, "iter": 2300, "lr": 0.00328, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51672, "top5_acc": 0.77062, "loss_cls": 5.55949, "loss": 5.55949, "time": 0.59774}
{"mode": "train", "epoch": 133, "iter": 2400, "lr": 0.00327, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52875, "top5_acc": 0.77453, "loss_cls": 5.51441, "loss": 5.51441, "time": 0.59964}
{"mode": "train", "epoch": 133, "iter": 2500, "lr": 0.00326, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53234, "top5_acc": 0.77641, "loss_cls": 5.51969, "loss": 5.51969, "time": 0.59811}
{"mode": "train", "epoch": 133, "iter": 2600, "lr": 0.00325, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.52531, "top5_acc": 0.77219, "loss_cls": 5.52025, "loss": 5.52025, "time": 0.59644}
{"mode": "train", "epoch": 133, "iter": 2700, "lr": 0.00324, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52875, "top5_acc": 0.77156, "loss_cls": 5.51751, "loss": 5.51751, "time": 0.59986}
{"mode": "train", "epoch": 133, "iter": 2800, "lr": 0.00323, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51531, "top5_acc": 0.76625, "loss_cls": 5.58123, "loss": 5.58123, "time": 0.59508}
{"mode": "train", "epoch": 133, "iter": 2900, "lr": 0.00322, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53266, "top5_acc": 0.76922, "loss_cls": 5.52733, "loss": 5.52733, "time": 0.59389}
{"mode": "train", "epoch": 133, "iter": 3000, "lr": 0.00321, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52031, "top5_acc": 0.77, "loss_cls": 5.54048, "loss": 5.54048, "time": 0.59649}
{"mode": "train", "epoch": 133, "iter": 3100, "lr": 0.0032, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52469, "top5_acc": 0.77391, "loss_cls": 5.52994, "loss": 5.52994, "time": 0.6017}
{"mode": "train", "epoch": 133, "iter": 3200, "lr": 0.00319, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.52219, "top5_acc": 0.76938, "loss_cls": 5.55875, "loss": 5.55875, "time": 0.59798}
{"mode": "train", "epoch": 133, "iter": 3300, "lr": 0.00318, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51859, "top5_acc": 0.76828, "loss_cls": 5.55536, "loss": 5.55536, "time": 0.59827}
{"mode": "train", "epoch": 133, "iter": 3400, "lr": 0.00317, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.51766, "top5_acc": 0.76906, "loss_cls": 5.56255, "loss": 5.56255, "time": 0.59628}
{"mode": "train", "epoch": 133, "iter": 3500, "lr": 0.00316, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.51938, "top5_acc": 0.76938, "loss_cls": 5.55213, "loss": 5.55213, "time": 0.5975}
{"mode": "train", "epoch": 133, "iter": 3600, "lr": 0.00315, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53156, "top5_acc": 0.77359, "loss_cls": 5.52557, "loss": 5.52557, "time": 0.59774}
{"mode": "train", "epoch": 133, "iter": 3700, "lr": 0.00314, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.5125, "top5_acc": 0.77422, "loss_cls": 5.56083, "loss": 5.56083, "time": 0.59781}
{"mode": "val", "epoch": 133, "iter": 309, "lr": 0.00314, "top1_acc": 0.42851, "top5_acc": 0.67933, "mean_class_accuracy": 0.42821}
{"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00313, "memory": 16177, "data_time": 1.44936, "top1_acc": 0.55437, "top5_acc": 0.78859, "loss_cls": 5.40257, "loss": 5.40257, "time": 2.0425}
{"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00312, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55516, "top5_acc": 0.79094, "loss_cls": 5.40612, "loss": 5.40612, "time": 0.59474}
{"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00311, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.55078, "top5_acc": 0.78031, "loss_cls": 5.435, "loss": 5.435, "time": 0.60156}
{"mode": "train", "epoch": 134, "iter": 400, "lr": 0.0031, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54766, "top5_acc": 0.79094, "loss_cls": 5.43564, "loss": 5.43564, "time": 0.60375}
{"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00309, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.54016, "top5_acc": 0.78484, "loss_cls": 5.44353, "loss": 5.44353, "time": 0.60027}
{"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00308, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54406, "top5_acc": 0.78547, "loss_cls": 5.43209, "loss": 5.43209, "time": 0.59854}
{"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00307, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.53781, "top5_acc": 0.78672, "loss_cls": 5.45676, "loss": 5.45676, "time": 0.60509}
{"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00306, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53906, "top5_acc": 0.78188, "loss_cls": 5.46334, "loss": 5.46334, "time": 0.5963}
{"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00305, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53828, "top5_acc": 0.77984, "loss_cls": 5.4896, "loss": 5.4896, "time": 0.60041}
{"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00304, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54, "top5_acc": 0.78844, "loss_cls": 5.4587, "loss": 5.4587, "time": 0.60097}
{"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00303, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.54719, "top5_acc": 0.79234, "loss_cls": 5.45611, "loss": 5.45611, "time": 0.60396}
{"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.00302, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54062, "top5_acc": 0.78484, "loss_cls": 5.45229, "loss": 5.45229, "time": 0.59812}
{"mode": "train", "epoch": 134, "iter": 1300, "lr": 0.00301, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.54406, "top5_acc": 0.78578, "loss_cls": 5.44265, "loss": 5.44265, "time": 0.60025}
{"mode": "train", "epoch": 134, "iter": 1400, "lr": 0.003, "memory": 16177, "data_time": 0.00054, "top1_acc": 0.53188, "top5_acc": 0.77891, "loss_cls": 5.47799, "loss": 5.47799, "time": 0.60633}
{"mode": "train", "epoch": 134, "iter": 1500, "lr": 0.00299, "memory": 16177, "data_time": 0.00056, "top1_acc": 0.53906, "top5_acc": 0.78125, "loss_cls": 5.47085, "loss": 5.47085, "time": 0.59947}
{"mode": "train", "epoch": 134, "iter": 1600, "lr": 0.00298, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.54094, "top5_acc": 0.78578, "loss_cls": 5.46354, "loss": 5.46354, "time": 0.59716}
{"mode": "train", "epoch": 134, "iter": 1700, "lr": 0.00297, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.53, "top5_acc": 0.77719, "loss_cls": 5.50863, "loss": 5.50863, "time": 0.60205}
{"mode": "train", "epoch": 134, "iter": 1800, "lr": 0.00296, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.53828, "top5_acc": 0.78484, "loss_cls": 5.47397, "loss": 5.47397, "time": 0.60223}
{"mode": "train", "epoch": 134, "iter": 1900, "lr": 0.00295, "memory": 16177, "data_time": 0.0005, "top1_acc": 0.53312, "top5_acc": 0.78203, "loss_cls": 5.4914, "loss": 5.4914, "time": 0.59839}
{"mode": "train", "epoch": 134, "iter": 2000, "lr": 0.00294, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53609, "top5_acc": 0.77344, "loss_cls": 5.50891, "loss": 5.50891, "time": 0.60323}
{"mode": "train", "epoch": 134, "iter": 2100, "lr": 0.00293, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52266, "top5_acc": 0.77812, "loss_cls": 5.5363, "loss": 5.5363, "time": 0.60079}
{"mode": "train", "epoch": 134, "iter": 2200, "lr": 0.00293, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53281, "top5_acc": 0.77406, "loss_cls": 5.51585, "loss": 5.51585, "time": 0.60007}
{"mode": "train", "epoch": 134, "iter": 2300, "lr": 0.00292, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53344, "top5_acc": 0.77906, "loss_cls": 5.51156, "loss": 5.51156, "time": 0.5988}
{"mode": "train", "epoch": 134, "iter": 2400, "lr": 0.00291, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53156, "top5_acc": 0.77562, "loss_cls": 5.51224, "loss": 5.51224, "time": 0.60043}
{"mode": "train", "epoch": 134, "iter": 2500, "lr": 0.0029, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53375, "top5_acc": 0.78344, "loss_cls": 5.47684, "loss": 5.47684, "time": 0.59825}
{"mode": "train", "epoch": 134, "iter": 2600, "lr": 0.00289, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.53578, "top5_acc": 0.77656, "loss_cls": 5.53167, "loss": 5.53167, "time": 0.59429}
{"mode": "train", "epoch": 134, "iter": 2700, "lr": 0.00288, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52969, "top5_acc": 0.78, "loss_cls": 5.49993, "loss": 5.49993, "time": 0.59704}
{"mode": "train", "epoch": 134, "iter": 2800, "lr": 0.00287, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53312, "top5_acc": 0.775, "loss_cls": 5.5069, "loss": 5.5069, "time": 0.597}
{"mode": "train", "epoch": 134, "iter": 2900, "lr": 0.00286, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53391, "top5_acc": 0.76859, "loss_cls": 5.52001, "loss": 5.52001, "time": 0.59557}
{"mode": "train", "epoch": 134, "iter": 3000, "lr": 0.00285, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.52844, "top5_acc": 0.77469, "loss_cls": 5.5045, "loss": 5.5045, "time": 0.59792}
{"mode": "train", "epoch": 134, "iter": 3100, "lr": 0.00284, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53984, "top5_acc": 0.77938, "loss_cls": 5.48833, "loss": 5.48833, "time": 0.59939}
{"mode": "train", "epoch": 134, "iter": 3200, "lr": 0.00283, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.52781, "top5_acc": 0.77906, "loss_cls": 5.49824, "loss": 5.49824, "time": 0.60019}
{"mode": "train", "epoch": 134, "iter": 3300, "lr": 0.00282, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.52828, "top5_acc": 0.76906, "loss_cls": 5.50475, "loss": 5.50475, "time": 0.59862}
{"mode": "train", "epoch": 134, "iter": 3400, "lr": 0.00281, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.53141, "top5_acc": 0.77734, "loss_cls": 5.51504, "loss": 5.51504, "time": 0.5973}
{"mode": "train", "epoch": 134, "iter": 3500, "lr": 0.0028, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53391, "top5_acc": 0.77469, "loss_cls": 5.50722, "loss": 5.50722, "time": 0.59736}
{"mode": "train", "epoch": 134, "iter": 3600, "lr": 0.00279, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53406, "top5_acc": 0.78359, "loss_cls": 5.48452, "loss": 5.48452, "time": 0.59977}
{"mode": "train", "epoch": 134, "iter": 3700, "lr": 0.00279, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.53906, "top5_acc": 0.78094, "loss_cls": 5.47408, "loss": 5.47408, "time": 0.59625}
{"mode": "val", "epoch": 134, "iter": 309, "lr": 0.00278, "top1_acc": 0.43641, "top5_acc": 0.68713, "mean_class_accuracy": 0.43609}
{"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00277, "memory": 16177, "data_time": 1.40817, "top1_acc": 0.56531, "top5_acc": 0.80609, "loss_cls": 5.36352, "loss": 5.36352, "time": 1.99981}
{"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00276, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.55344, "top5_acc": 0.79688, "loss_cls": 5.41532, "loss": 5.41532, "time": 0.59729}
{"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00275, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54953, "top5_acc": 0.78641, "loss_cls": 5.4388, "loss": 5.4388, "time": 0.60166}
{"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00274, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.56406, "top5_acc": 0.79594, "loss_cls": 5.39268, "loss": 5.39268, "time": 0.59599}
{"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00274, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55891, "top5_acc": 0.79062, "loss_cls": 5.40814, "loss": 5.40814, "time": 0.6012}
{"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00273, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.54297, "top5_acc": 0.79172, "loss_cls": 5.43023, "loss": 5.43023, "time": 0.59981}
{"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00272, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54172, "top5_acc": 0.78688, "loss_cls": 5.43135, "loss": 5.43135, "time": 0.59841}
{"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00271, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54609, "top5_acc": 0.78781, "loss_cls": 5.43645, "loss": 5.43645, "time": 0.60022}
{"mode": "train", "epoch": 135, "iter": 900, "lr": 0.0027, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.555, "top5_acc": 0.79188, "loss_cls": 5.40592, "loss": 5.40592, "time": 0.59917}
{"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00269, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.54156, "top5_acc": 0.7875, "loss_cls": 5.43497, "loss": 5.43497, "time": 0.60928}
{"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00268, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54656, "top5_acc": 0.78562, "loss_cls": 5.4618, "loss": 5.4618, "time": 0.60051}
{"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00267, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.54922, "top5_acc": 0.79203, "loss_cls": 5.43315, "loss": 5.43315, "time": 0.60692}
{"mode": "train", "epoch": 135, "iter": 1300, "lr": 0.00266, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.53922, "top5_acc": 0.78781, "loss_cls": 5.45171, "loss": 5.45171, "time": 0.60484}
{"mode": "train", "epoch": 135, "iter": 1400, "lr": 0.00265, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55297, "top5_acc": 0.79203, "loss_cls": 5.40256, "loss": 5.40256, "time": 0.59776}
{"mode": "train", "epoch": 135, "iter": 1500, "lr": 0.00265, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54219, "top5_acc": 0.77859, "loss_cls": 5.46185, "loss": 5.46185, "time": 0.59926}
{"mode": "train", "epoch": 135, "iter": 1600, "lr": 0.00264, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.54188, "top5_acc": 0.79109, "loss_cls": 5.45464, "loss": 5.45464, "time": 0.60606}
{"mode": "train", "epoch": 135, "iter": 1700, "lr": 0.00263, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.55312, "top5_acc": 0.79, "loss_cls": 5.42075, "loss": 5.42075, "time": 0.60383}
{"mode": "train", "epoch": 135, "iter": 1800, "lr": 0.00262, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54344, "top5_acc": 0.7875, "loss_cls": 5.44317, "loss": 5.44317, "time": 0.59403}
{"mode": "train", "epoch": 135, "iter": 1900, "lr": 0.00261, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54188, "top5_acc": 0.78125, "loss_cls": 5.45708, "loss": 5.45708, "time": 0.60217}
{"mode": "train", "epoch": 135, "iter": 2000, "lr": 0.0026, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.5425, "top5_acc": 0.78203, "loss_cls": 5.46121, "loss": 5.46121, "time": 0.5979}
{"mode": "train", "epoch": 135, "iter": 2100, "lr": 0.00259, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55078, "top5_acc": 0.78984, "loss_cls": 5.40843, "loss": 5.40843, "time": 0.59907}
{"mode": "train", "epoch": 135, "iter": 2200, "lr": 0.00258, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54328, "top5_acc": 0.78609, "loss_cls": 5.45426, "loss": 5.45426, "time": 0.59845}
{"mode": "train", "epoch": 135, "iter": 2300, "lr": 0.00257, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.53234, "top5_acc": 0.775, "loss_cls": 5.48369, "loss": 5.48369, "time": 0.59798}
{"mode": "train", "epoch": 135, "iter": 2400, "lr": 0.00256, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53391, "top5_acc": 0.77547, "loss_cls": 5.48943, "loss": 5.48943, "time": 0.59947}
{"mode": "train", "epoch": 135, "iter": 2500, "lr": 0.00256, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55047, "top5_acc": 0.78656, "loss_cls": 5.43228, "loss": 5.43228, "time": 0.59614}
{"mode": "train", "epoch": 135, "iter": 2600, "lr": 0.00255, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.53922, "top5_acc": 0.78703, "loss_cls": 5.46336, "loss": 5.46336, "time": 0.59843}
{"mode": "train", "epoch": 135, "iter": 2700, "lr": 0.00254, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.54, "top5_acc": 0.79047, "loss_cls": 5.45152, "loss": 5.45152, "time": 0.59711}
{"mode": "train", "epoch": 135, "iter": 2800, "lr": 0.00253, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.54688, "top5_acc": 0.78656, "loss_cls": 5.43798, "loss": 5.43798, "time": 0.59705}
{"mode": "train", "epoch": 135, "iter": 2900, "lr": 0.00252, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54516, "top5_acc": 0.79078, "loss_cls": 5.43544, "loss": 5.43544, "time": 0.59959}
{"mode": "train", "epoch": 135, "iter": 3000, "lr": 0.00251, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54562, "top5_acc": 0.78109, "loss_cls": 5.44526, "loss": 5.44526, "time": 0.59902}
{"mode": "train", "epoch": 135, "iter": 3100, "lr": 0.0025, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.54094, "top5_acc": 0.78312, "loss_cls": 5.47275, "loss": 5.47275, "time": 0.59598}
{"mode": "train", "epoch": 135, "iter": 3200, "lr": 0.00249, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54906, "top5_acc": 0.7875, "loss_cls": 5.4299, "loss": 5.4299, "time": 0.59805}
{"mode": "train", "epoch": 135, "iter": 3300, "lr": 0.00249, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54422, "top5_acc": 0.79094, "loss_cls": 5.43594, "loss": 5.43594, "time": 0.59952}
{"mode": "train", "epoch": 135, "iter": 3400, "lr": 0.00248, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.54219, "top5_acc": 0.78578, "loss_cls": 5.46034, "loss": 5.46034, "time": 0.59712}
{"mode": "train", "epoch": 135, "iter": 3500, "lr": 0.00247, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.55328, "top5_acc": 0.7825, "loss_cls": 5.43317, "loss": 5.43317, "time": 0.59547}
{"mode": "train", "epoch": 135, "iter": 3600, "lr": 0.00246, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.53672, "top5_acc": 0.79016, "loss_cls": 5.46417, "loss": 5.46417, "time": 0.5983}
{"mode": "train", "epoch": 135, "iter": 3700, "lr": 0.00245, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.5475, "top5_acc": 0.78281, "loss_cls": 5.45132, "loss": 5.45132, "time": 0.59572}
{"mode": "val", "epoch": 135, "iter": 309, "lr": 0.00245, "top1_acc": 0.43474, "top5_acc": 0.68399, "mean_class_accuracy": 0.43441}
{"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00244, "memory": 16177, "data_time": 1.40469, "top1_acc": 0.56672, "top5_acc": 0.80828, "loss_cls": 5.31806, "loss": 5.31806, "time": 1.99637}
{"mode": "train", "epoch": 136, "iter": 200, "lr": 0.00243, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.56031, "top5_acc": 0.80156, "loss_cls": 5.35589, "loss": 5.35589, "time": 0.60043}
{"mode": "train", "epoch": 136, "iter": 300, "lr": 0.00242, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.55188, "top5_acc": 0.79922, "loss_cls": 5.39083, "loss": 5.39083, "time": 0.59629}
{"mode": "train", "epoch": 136, "iter": 400, "lr": 0.00241, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.56266, "top5_acc": 0.79781, "loss_cls": 5.36803, "loss": 5.36803, "time": 0.60027}
{"mode": "train", "epoch": 136, "iter": 500, "lr": 0.0024, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.56656, "top5_acc": 0.80125, "loss_cls": 5.33818, "loss": 5.33818, "time": 0.60285}
{"mode": "train", "epoch": 136, "iter": 600, "lr": 0.0024, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.55937, "top5_acc": 0.79297, "loss_cls": 5.39124, "loss": 5.39124, "time": 0.59593}
{"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00239, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.555, "top5_acc": 0.79953, "loss_cls": 5.36581, "loss": 5.36581, "time": 0.5981}
{"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00238, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.55312, "top5_acc": 0.79469, "loss_cls": 5.41739, "loss": 5.41739, "time": 0.59767}
{"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00237, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55609, "top5_acc": 0.78906, "loss_cls": 5.40703, "loss": 5.40703, "time": 0.60346}
{"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00236, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.56063, "top5_acc": 0.7925, "loss_cls": 5.37856, "loss": 5.37856, "time": 0.60524}
{"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00235, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.54312, "top5_acc": 0.79656, "loss_cls": 5.40891, "loss": 5.40891, "time": 0.60864}
{"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00234, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.55, "top5_acc": 0.79703, "loss_cls": 5.40829, "loss": 5.40829, "time": 0.60317}
{"mode": "train", "epoch": 136, "iter": 1300, "lr": 0.00234, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.55969, "top5_acc": 0.79875, "loss_cls": 5.38019, "loss": 5.38019, "time": 0.60577}
{"mode": "train", "epoch": 136, "iter": 1400, "lr": 0.00233, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55234, "top5_acc": 0.79766, "loss_cls": 5.40452, "loss": 5.40452, "time": 0.59733}
{"mode": "train", "epoch": 136, "iter": 1500, "lr": 0.00232, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.55234, "top5_acc": 0.78562, "loss_cls": 5.40592, "loss": 5.40592, "time": 0.60248}
{"mode": "train", "epoch": 136, "iter": 1600, "lr": 0.00231, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.565, "top5_acc": 0.79766, "loss_cls": 5.36891, "loss": 5.36891, "time": 0.60144}
{"mode": "train", "epoch": 136, "iter": 1700, "lr": 0.0023, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.56109, "top5_acc": 0.79719, "loss_cls": 5.38219, "loss": 5.38219, "time": 0.60057}
{"mode": "train", "epoch": 136, "iter": 1800, "lr": 0.00229, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54906, "top5_acc": 0.78922, "loss_cls": 5.42922, "loss": 5.42922, "time": 0.60577}
{"mode": "train", "epoch": 136, "iter": 1900, "lr": 0.00229, "memory": 16177, "data_time": 0.0005, "top1_acc": 0.55594, "top5_acc": 0.79578, "loss_cls": 5.38168, "loss": 5.38168, "time": 0.60247}
{"mode": "train", "epoch": 136, "iter": 2000, "lr": 0.00228, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54359, "top5_acc": 0.79344, "loss_cls": 5.43528, "loss": 5.43528, "time": 0.59962}
{"mode": "train", "epoch": 136, "iter": 2100, "lr": 0.00227, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.55078, "top5_acc": 0.80094, "loss_cls": 5.39409, "loss": 5.39409, "time": 0.59629}
{"mode": "train", "epoch": 136, "iter": 2200, "lr": 0.00226, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55625, "top5_acc": 0.79828, "loss_cls": 5.37934, "loss": 5.37934, "time": 0.59676}
{"mode": "train", "epoch": 136, "iter": 2300, "lr": 0.00225, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55672, "top5_acc": 0.79328, "loss_cls": 5.38373, "loss": 5.38373, "time": 0.6001}
{"mode": "train", "epoch": 136, "iter": 2400, "lr": 0.00224, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.54641, "top5_acc": 0.77922, "loss_cls": 5.43146, "loss": 5.43146, "time": 0.59473}
{"mode": "train", "epoch": 136, "iter": 2500, "lr": 0.00224, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55484, "top5_acc": 0.79062, "loss_cls": 5.41756, "loss": 5.41756, "time": 0.59635}
{"mode": "train", "epoch": 136, "iter": 2600, "lr": 0.00223, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54297, "top5_acc": 0.78797, "loss_cls": 5.43694, "loss": 5.43694, "time": 0.59933}
{"mode": "train", "epoch": 136, "iter": 2700, "lr": 0.00222, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.55797, "top5_acc": 0.79234, "loss_cls": 5.4079, "loss": 5.4079, "time": 0.59892}
{"mode": "train", "epoch": 136, "iter": 2800, "lr": 0.00221, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54281, "top5_acc": 0.79094, "loss_cls": 5.42666, "loss": 5.42666, "time": 0.59467}
{"mode": "train", "epoch": 136, "iter": 2900, "lr": 0.0022, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54375, "top5_acc": 0.79109, "loss_cls": 5.44076, "loss": 5.44076, "time": 0.60083}
{"mode": "train", "epoch": 136, "iter": 3000, "lr": 0.00219, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.56359, "top5_acc": 0.80141, "loss_cls": 5.37201, "loss": 5.37201, "time": 0.59473}
{"mode": "train", "epoch": 136, "iter": 3100, "lr": 0.00219, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.55172, "top5_acc": 0.78406, "loss_cls": 5.43351, "loss": 5.43351, "time": 0.59686}
{"mode": "train", "epoch": 136, "iter": 3200, "lr": 0.00218, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.55906, "top5_acc": 0.79359, "loss_cls": 5.40163, "loss": 5.40163, "time": 0.59826}
{"mode": "train", "epoch": 136, "iter": 3300, "lr": 0.00217, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.54937, "top5_acc": 0.79406, "loss_cls": 5.41003, "loss": 5.41003, "time": 0.60056}
{"mode": "train", "epoch": 136, "iter": 3400, "lr": 0.00216, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54469, "top5_acc": 0.77875, "loss_cls": 5.46514, "loss": 5.46514, "time": 0.6003}
{"mode": "train", "epoch": 136, "iter": 3500, "lr": 0.00215, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55312, "top5_acc": 0.79391, "loss_cls": 5.4018, "loss": 5.4018, "time": 0.59912}
{"mode": "train", "epoch": 136, "iter": 3600, "lr": 0.00215, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54703, "top5_acc": 0.78391, "loss_cls": 5.43766, "loss": 5.43766, "time": 0.597}
{"mode": "train", "epoch": 136, "iter": 3700, "lr": 0.00214, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.54453, "top5_acc": 0.77938, "loss_cls": 5.4769, "loss": 5.4769, "time": 0.59631}
{"mode": "val", "epoch": 136, "iter": 309, "lr": 0.00213, "top1_acc": 0.43646, "top5_acc": 0.68541, "mean_class_accuracy": 0.43619}
{"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00213, "memory": 16177, "data_time": 1.47592, "top1_acc": 0.57469, "top5_acc": 0.80516, "loss_cls": 5.3162, "loss": 5.3162, "time": 2.07068}
{"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00212, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.57375, "top5_acc": 0.80766, "loss_cls": 5.33034, "loss": 5.33034, "time": 0.59749}
{"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00211, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.57219, "top5_acc": 0.81016, "loss_cls": 5.30275, "loss": 5.30275, "time": 0.59591}
{"mode": "train", "epoch": 137, "iter": 400, "lr": 0.0021, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.57359, "top5_acc": 0.80469, "loss_cls": 5.33447, "loss": 5.33447, "time": 0.60044}
{"mode": "train", "epoch": 137, "iter": 500, "lr": 0.00209, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.57859, "top5_acc": 0.80266, "loss_cls": 5.28254, "loss": 5.28254, "time": 0.60005}
{"mode": "train", "epoch": 137, "iter": 600, "lr": 0.00209, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.56656, "top5_acc": 0.79828, "loss_cls": 5.35346, "loss": 5.35346, "time": 0.59832}
{"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00208, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.56234, "top5_acc": 0.79797, "loss_cls": 5.35381, "loss": 5.35381, "time": 0.59795}
{"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00207, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.56969, "top5_acc": 0.80344, "loss_cls": 5.32647, "loss": 5.32647, "time": 0.59992}
{"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00206, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.57312, "top5_acc": 0.80469, "loss_cls": 5.31121, "loss": 5.31121, "time": 0.60784}
{"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.00205, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.56781, "top5_acc": 0.79797, "loss_cls": 5.34596, "loss": 5.34596, "time": 0.6}
{"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.00205, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.56891, "top5_acc": 0.80312, "loss_cls": 5.33733, "loss": 5.33733, "time": 0.6016}
{"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.00204, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.56875, "top5_acc": 0.80594, "loss_cls": 5.32818, "loss": 5.32818, "time": 0.60973}
{"mode": "train", "epoch": 137, "iter": 1300, "lr": 0.00203, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.55422, "top5_acc": 0.79906, "loss_cls": 5.38979, "loss": 5.38979, "time": 0.60201}
{"mode": "train", "epoch": 137, "iter": 1400, "lr": 0.00202, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.56578, "top5_acc": 0.80141, "loss_cls": 5.35269, "loss": 5.35269, "time": 0.59697}
{"mode": "train", "epoch": 137, "iter": 1500, "lr": 0.00201, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.56016, "top5_acc": 0.80562, "loss_cls": 5.34727, "loss": 5.34727, "time": 0.60494}
{"mode": "train", "epoch": 137, "iter": 1600, "lr": 0.00201, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.56656, "top5_acc": 0.80031, "loss_cls": 5.36066, "loss": 5.36066, "time": 0.60529}
{"mode": "train", "epoch": 137, "iter": 1700, "lr": 0.002, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.56875, "top5_acc": 0.80688, "loss_cls": 5.32529, "loss": 5.32529, "time": 0.59672}
{"mode": "train", "epoch": 137, "iter": 1800, "lr": 0.00199, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.5625, "top5_acc": 0.80797, "loss_cls": 5.32543, "loss": 5.32543, "time": 0.59905}
{"mode": "train", "epoch": 137, "iter": 1900, "lr": 0.00198, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.56656, "top5_acc": 0.79656, "loss_cls": 5.36587, "loss": 5.36587, "time": 0.59677}
{"mode": "train", "epoch": 137, "iter": 2000, "lr": 0.00198, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55, "top5_acc": 0.79422, "loss_cls": 5.40739, "loss": 5.40739, "time": 0.59656}
{"mode": "train", "epoch": 137, "iter": 2100, "lr": 0.00197, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.55953, "top5_acc": 0.79406, "loss_cls": 5.37021, "loss": 5.37021, "time": 0.59339}
{"mode": "train", "epoch": 137, "iter": 2200, "lr": 0.00196, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55562, "top5_acc": 0.79391, "loss_cls": 5.35978, "loss": 5.35978, "time": 0.59752}
{"mode": "train", "epoch": 137, "iter": 2300, "lr": 0.00195, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.57016, "top5_acc": 0.80766, "loss_cls": 5.33578, "loss": 5.33578, "time": 0.59688}
{"mode": "train", "epoch": 137, "iter": 2400, "lr": 0.00194, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.56016, "top5_acc": 0.79719, "loss_cls": 5.35979, "loss": 5.35979, "time": 0.5987}
{"mode": "train", "epoch": 137, "iter": 2500, "lr": 0.00194, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.56047, "top5_acc": 0.79688, "loss_cls": 5.37358, "loss": 5.37358, "time": 0.59476}
{"mode": "train", "epoch": 137, "iter": 2600, "lr": 0.00193, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55844, "top5_acc": 0.78797, "loss_cls": 5.40359, "loss": 5.40359, "time": 0.5962}
{"mode": "train", "epoch": 137, "iter": 2700, "lr": 0.00192, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55984, "top5_acc": 0.79719, "loss_cls": 5.36849, "loss": 5.36849, "time": 0.59723}
{"mode": "train", "epoch": 137, "iter": 2800, "lr": 0.00191, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.54984, "top5_acc": 0.79594, "loss_cls": 5.39255, "loss": 5.39255, "time": 0.59486}
{"mode": "train", "epoch": 137, "iter": 2900, "lr": 0.00191, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.56703, "top5_acc": 0.79953, "loss_cls": 5.35894, "loss": 5.35894, "time": 0.59732}
{"mode": "train", "epoch": 137, "iter": 3000, "lr": 0.0019, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.56031, "top5_acc": 0.80062, "loss_cls": 5.36481, "loss": 5.36481, "time": 0.59612}
{"mode": "train", "epoch": 137, "iter": 3100, "lr": 0.00189, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.55703, "top5_acc": 0.79891, "loss_cls": 5.37103, "loss": 5.37103, "time": 0.60159}
{"mode": "train", "epoch": 137, "iter": 3200, "lr": 0.00188, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.55594, "top5_acc": 0.79312, "loss_cls": 5.38601, "loss": 5.38601, "time": 0.59815}
{"mode": "train", "epoch": 137, "iter": 3300, "lr": 0.00188, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.56125, "top5_acc": 0.79703, "loss_cls": 5.36029, "loss": 5.36029, "time": 0.59748}
{"mode": "train", "epoch": 137, "iter": 3400, "lr": 0.00187, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55547, "top5_acc": 0.79797, "loss_cls": 5.38515, "loss": 5.38515, "time": 0.59834}
{"mode": "train", "epoch": 137, "iter": 3500, "lr": 0.00186, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.56531, "top5_acc": 0.80031, "loss_cls": 5.35359, "loss": 5.35359, "time": 0.59736}
{"mode": "train", "epoch": 137, "iter": 3600, "lr": 0.00185, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.55547, "top5_acc": 0.79969, "loss_cls": 5.37964, "loss": 5.37964, "time": 0.59927}
{"mode": "train", "epoch": 137, "iter": 3700, "lr": 0.00185, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.55328, "top5_acc": 0.78828, "loss_cls": 5.4194, "loss": 5.4194, "time": 0.59911}
{"mode": "val", "epoch": 137, "iter": 309, "lr": 0.00184, "top1_acc": 0.44593, "top5_acc": 0.69073, "mean_class_accuracy": 0.44573}
{"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00183, "memory": 16177, "data_time": 1.43922, "top1_acc": 0.59406, "top5_acc": 0.81734, "loss_cls": 5.25545, "loss": 5.25545, "time": 2.04147}
{"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00183, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58703, "top5_acc": 0.82062, "loss_cls": 5.23757, "loss": 5.23757, "time": 0.59381}
{"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00182, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58156, "top5_acc": 0.81891, "loss_cls": 5.27299, "loss": 5.27299, "time": 0.59676}
{"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00181, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.5875, "top5_acc": 0.81578, "loss_cls": 5.25877, "loss": 5.25877, "time": 0.59643}
{"mode": "train", "epoch": 138, "iter": 500, "lr": 0.0018, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58453, "top5_acc": 0.81344, "loss_cls": 5.27326, "loss": 5.27326, "time": 0.59761}
{"mode": "train", "epoch": 138, "iter": 600, "lr": 0.0018, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58766, "top5_acc": 0.81594, "loss_cls": 5.26012, "loss": 5.26012, "time": 0.59803}
{"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00179, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.56312, "top5_acc": 0.80703, "loss_cls": 5.32679, "loss": 5.32679, "time": 0.60063}
{"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00178, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.57109, "top5_acc": 0.81031, "loss_cls": 5.31554, "loss": 5.31554, "time": 0.60234}
{"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00177, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.57141, "top5_acc": 0.80906, "loss_cls": 5.32806, "loss": 5.32806, "time": 0.60465}
{"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00177, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.57656, "top5_acc": 0.80984, "loss_cls": 5.30171, "loss": 5.30171, "time": 0.60321}
{"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.00176, "memory": 16177, "data_time": 0.00043, "top1_acc": 0.57188, "top5_acc": 0.81109, "loss_cls": 5.32539, "loss": 5.32539, "time": 0.60594}
{"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.00175, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.57344, "top5_acc": 0.81391, "loss_cls": 5.30812, "loss": 5.30812, "time": 0.60774}
{"mode": "train", "epoch": 138, "iter": 1300, "lr": 0.00175, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.57641, "top5_acc": 0.80953, "loss_cls": 5.31582, "loss": 5.31582, "time": 0.59849}
{"mode": "train", "epoch": 138, "iter": 1400, "lr": 0.00174, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.57094, "top5_acc": 0.81172, "loss_cls": 5.31339, "loss": 5.31339, "time": 0.59697}
{"mode": "train", "epoch": 138, "iter": 1500, "lr": 0.00173, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.58078, "top5_acc": 0.81438, "loss_cls": 5.2874, "loss": 5.2874, "time": 0.60341}
{"mode": "train", "epoch": 138, "iter": 1600, "lr": 0.00172, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.56797, "top5_acc": 0.81125, "loss_cls": 5.31016, "loss": 5.31016, "time": 0.60318}
{"mode": "train", "epoch": 138, "iter": 1700, "lr": 0.00172, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.56812, "top5_acc": 0.80984, "loss_cls": 5.32941, "loss": 5.32941, "time": 0.59665}
{"mode": "train", "epoch": 138, "iter": 1800, "lr": 0.00171, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.57078, "top5_acc": 0.80656, "loss_cls": 5.32301, "loss": 5.32301, "time": 0.594}
{"mode": "train", "epoch": 138, "iter": 1900, "lr": 0.0017, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.57953, "top5_acc": 0.81359, "loss_cls": 5.29752, "loss": 5.29752, "time": 0.59583}
{"mode": "train", "epoch": 138, "iter": 2000, "lr": 0.00169, "memory": 16177, "data_time": 0.00023, "top1_acc": 0.57391, "top5_acc": 0.80734, "loss_cls": 5.32408, "loss": 5.32408, "time": 0.59582}
{"mode": "train", "epoch": 138, "iter": 2100, "lr": 0.00169, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.57047, "top5_acc": 0.80875, "loss_cls": 5.3172, "loss": 5.3172, "time": 0.59679}
{"mode": "train", "epoch": 138, "iter": 2200, "lr": 0.00168, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.56766, "top5_acc": 0.80734, "loss_cls": 5.32199, "loss": 5.32199, "time": 0.60169}
{"mode": "train", "epoch": 138, "iter": 2300, "lr": 0.00167, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.57, "top5_acc": 0.80219, "loss_cls": 5.34039, "loss": 5.34039, "time": 0.59837}
{"mode": "train", "epoch": 138, "iter": 2400, "lr": 0.00167, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.56812, "top5_acc": 0.80703, "loss_cls": 5.31795, "loss": 5.31795, "time": 0.59538}
{"mode": "train", "epoch": 138, "iter": 2500, "lr": 0.00166, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.57141, "top5_acc": 0.805, "loss_cls": 5.344, "loss": 5.344, "time": 0.59929}
{"mode": "train", "epoch": 138, "iter": 2600, "lr": 0.00165, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.57391, "top5_acc": 0.80312, "loss_cls": 5.3281, "loss": 5.3281, "time": 0.5983}
{"mode": "train", "epoch": 138, "iter": 2700, "lr": 0.00164, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.57766, "top5_acc": 0.80844, "loss_cls": 5.30301, "loss": 5.30301, "time": 0.5983}
{"mode": "train", "epoch": 138, "iter": 2800, "lr": 0.00164, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.56281, "top5_acc": 0.79875, "loss_cls": 5.36352, "loss": 5.36352, "time": 0.59891}
{"mode": "train", "epoch": 138, "iter": 2900, "lr": 0.00163, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.57438, "top5_acc": 0.80641, "loss_cls": 5.31914, "loss": 5.31914, "time": 0.59594}
{"mode": "train", "epoch": 138, "iter": 3000, "lr": 0.00162, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.56266, "top5_acc": 0.805, "loss_cls": 5.34861, "loss": 5.34861, "time": 0.59706}
{"mode": "train", "epoch": 138, "iter": 3100, "lr": 0.00162, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.56688, "top5_acc": 0.80562, "loss_cls": 5.33726, "loss": 5.33726, "time": 0.59769}
{"mode": "train", "epoch": 138, "iter": 3200, "lr": 0.00161, "memory": 16177, "data_time": 0.00023, "top1_acc": 0.58547, "top5_acc": 0.80906, "loss_cls": 5.29877, "loss": 5.29877, "time": 0.59565}
{"mode": "train", "epoch": 138, "iter": 3300, "lr": 0.0016, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.56672, "top5_acc": 0.80953, "loss_cls": 5.33913, "loss": 5.33913, "time": 0.60109}
{"mode": "train", "epoch": 138, "iter": 3400, "lr": 0.0016, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.58203, "top5_acc": 0.80156, "loss_cls": 5.3065, "loss": 5.3065, "time": 0.59914}
{"mode": "train", "epoch": 138, "iter": 3500, "lr": 0.00159, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.57906, "top5_acc": 0.80891, "loss_cls": 5.30223, "loss": 5.30223, "time": 0.59938}
{"mode": "train", "epoch": 138, "iter": 3600, "lr": 0.00158, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.56453, "top5_acc": 0.80141, "loss_cls": 5.35069, "loss": 5.35069, "time": 0.59865}
{"mode": "train", "epoch": 138, "iter": 3700, "lr": 0.00157, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.565, "top5_acc": 0.79781, "loss_cls": 5.37779, "loss": 5.37779, "time": 0.59764}
{"mode": "val", "epoch": 138, "iter": 309, "lr": 0.00157, "top1_acc": 0.44441, "top5_acc": 0.69392, "mean_class_accuracy": 0.44418}
{"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00156, "memory": 16177, "data_time": 1.41008, "top1_acc": 0.59609, "top5_acc": 0.82766, "loss_cls": 5.22221, "loss": 5.22221, "time": 2.00395}
{"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00156, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.59656, "top5_acc": 0.82453, "loss_cls": 5.2124, "loss": 5.2124, "time": 0.59529}
{"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00155, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.58922, "top5_acc": 0.82719, "loss_cls": 5.22771, "loss": 5.22771, "time": 0.6008}
{"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00154, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.6025, "top5_acc": 0.82406, "loss_cls": 5.22236, "loss": 5.22236, "time": 0.59949}
{"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00154, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.59297, "top5_acc": 0.81891, "loss_cls": 5.23999, "loss": 5.23999, "time": 0.59968}
{"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00153, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.59109, "top5_acc": 0.81266, "loss_cls": 5.25636, "loss": 5.25636, "time": 0.59952}
{"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00152, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.58969, "top5_acc": 0.81828, "loss_cls": 5.25101, "loss": 5.25101, "time": 0.60217}
{"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00152, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.59453, "top5_acc": 0.82609, "loss_cls": 5.20848, "loss": 5.20848, "time": 0.60505}
{"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00151, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.58391, "top5_acc": 0.80969, "loss_cls": 5.28861, "loss": 5.28861, "time": 0.61008}
{"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.0015, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.58547, "top5_acc": 0.81672, "loss_cls": 5.27288, "loss": 5.27288, "time": 0.6033}
{"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.0015, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.58438, "top5_acc": 0.81328, "loss_cls": 5.26756, "loss": 5.26756, "time": 0.60529}
{"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00149, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.58906, "top5_acc": 0.82297, "loss_cls": 5.23954, "loss": 5.23954, "time": 0.60488}
{"mode": "train", "epoch": 139, "iter": 1300, "lr": 0.00148, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.58797, "top5_acc": 0.81516, "loss_cls": 5.26095, "loss": 5.26095, "time": 0.59846}
{"mode": "train", "epoch": 139, "iter": 1400, "lr": 0.00148, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.58812, "top5_acc": 0.81969, "loss_cls": 5.25748, "loss": 5.25748, "time": 0.60347}
{"mode": "train", "epoch": 139, "iter": 1500, "lr": 0.00147, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.59219, "top5_acc": 0.81594, "loss_cls": 5.25894, "loss": 5.25894, "time": 0.60795}
{"mode": "train", "epoch": 139, "iter": 1600, "lr": 0.00146, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.58062, "top5_acc": 0.81828, "loss_cls": 5.27254, "loss": 5.27254, "time": 0.59871}
{"mode": "train", "epoch": 139, "iter": 1700, "lr": 0.00145, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.57969, "top5_acc": 0.81812, "loss_cls": 5.27245, "loss": 5.27245, "time": 0.59993}
{"mode": "train", "epoch": 139, "iter": 1800, "lr": 0.00145, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58141, "top5_acc": 0.82281, "loss_cls": 5.26177, "loss": 5.26177, "time": 0.59917}
{"mode": "train", "epoch": 139, "iter": 1900, "lr": 0.00144, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.57734, "top5_acc": 0.81531, "loss_cls": 5.30751, "loss": 5.30751, "time": 0.59826}
{"mode": "train", "epoch": 139, "iter": 2000, "lr": 0.00143, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58203, "top5_acc": 0.81219, "loss_cls": 5.2925, "loss": 5.2925, "time": 0.60176}
{"mode": "train", "epoch": 139, "iter": 2100, "lr": 0.00143, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58125, "top5_acc": 0.81547, "loss_cls": 5.28147, "loss": 5.28147, "time": 0.60158}
{"mode": "train", "epoch": 139, "iter": 2200, "lr": 0.00142, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.59328, "top5_acc": 0.82719, "loss_cls": 5.22229, "loss": 5.22229, "time": 0.6044}
{"mode": "train", "epoch": 139, "iter": 2300, "lr": 0.00142, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.59125, "top5_acc": 0.81766, "loss_cls": 5.23765, "loss": 5.23765, "time": 0.59952}
{"mode": "train", "epoch": 139, "iter": 2400, "lr": 0.00141, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.57672, "top5_acc": 0.81203, "loss_cls": 5.31044, "loss": 5.31044, "time": 0.59812}
{"mode": "train", "epoch": 139, "iter": 2500, "lr": 0.0014, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58906, "top5_acc": 0.815, "loss_cls": 5.26215, "loss": 5.26215, "time": 0.60076}
{"mode": "train", "epoch": 139, "iter": 2600, "lr": 0.0014, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58391, "top5_acc": 0.81156, "loss_cls": 5.27678, "loss": 5.27678, "time": 0.59837}
{"mode": "train", "epoch": 139, "iter": 2700, "lr": 0.00139, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.57422, "top5_acc": 0.80828, "loss_cls": 5.31458, "loss": 5.31458, "time": 0.59931}
{"mode": "train", "epoch": 139, "iter": 2800, "lr": 0.00138, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58141, "top5_acc": 0.82078, "loss_cls": 5.27388, "loss": 5.27388, "time": 0.5981}
{"mode": "train", "epoch": 139, "iter": 2900, "lr": 0.00138, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.57641, "top5_acc": 0.81031, "loss_cls": 5.30525, "loss": 5.30525, "time": 0.59975}
{"mode": "train", "epoch": 139, "iter": 3000, "lr": 0.00137, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.58422, "top5_acc": 0.81375, "loss_cls": 5.2565, "loss": 5.2565, "time": 0.59648}
{"mode": "train", "epoch": 139, "iter": 3100, "lr": 0.00136, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.57391, "top5_acc": 0.81453, "loss_cls": 5.28731, "loss": 5.28731, "time": 0.59767}
{"mode": "train", "epoch": 139, "iter": 3200, "lr": 0.00136, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58172, "top5_acc": 0.81391, "loss_cls": 5.27391, "loss": 5.27391, "time": 0.59993}
{"mode": "train", "epoch": 139, "iter": 3300, "lr": 0.00135, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.57875, "top5_acc": 0.81484, "loss_cls": 5.29078, "loss": 5.29078, "time": 0.59788}
{"mode": "train", "epoch": 139, "iter": 3400, "lr": 0.00134, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.58078, "top5_acc": 0.81906, "loss_cls": 5.27054, "loss": 5.27054, "time": 0.60124}
{"mode": "train", "epoch": 139, "iter": 3500, "lr": 0.00134, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.58297, "top5_acc": 0.80844, "loss_cls": 5.302, "loss": 5.302, "time": 0.59736}
{"mode": "train", "epoch": 139, "iter": 3600, "lr": 0.00133, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.58188, "top5_acc": 0.81656, "loss_cls": 5.27509, "loss": 5.27509, "time": 0.59855}
{"mode": "train", "epoch": 139, "iter": 3700, "lr": 0.00132, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.57375, "top5_acc": 0.81172, "loss_cls": 5.31202, "loss": 5.31202, "time": 0.59809}
{"mode": "val", "epoch": 139, "iter": 309, "lr": 0.00132, "top1_acc": 0.44937, "top5_acc": 0.69615, "mean_class_accuracy": 0.4491}
{"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00131, "memory": 16177, "data_time": 1.42186, "top1_acc": 0.60375, "top5_acc": 0.83391, "loss_cls": 5.16472, "loss": 5.16472, "time": 2.01706}
{"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00131, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.60875, "top5_acc": 0.84234, "loss_cls": 5.13333, "loss": 5.13333, "time": 0.59494}
{"mode": "train", "epoch": 140, "iter": 300, "lr": 0.0013, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.59141, "top5_acc": 0.83297, "loss_cls": 5.21357, "loss": 5.21357, "time": 0.5997}
{"mode": "train", "epoch": 140, "iter": 400, "lr": 0.0013, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.60625, "top5_acc": 0.83516, "loss_cls": 5.1689, "loss": 5.1689, "time": 0.60235}
{"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00129, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.60188, "top5_acc": 0.82844, "loss_cls": 5.18472, "loss": 5.18472, "time": 0.60015}
{"mode": "train", "epoch": 140, "iter": 600, "lr": 0.00128, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.59469, "top5_acc": 0.82297, "loss_cls": 5.22821, "loss": 5.22821, "time": 0.60029}
{"mode": "train", "epoch": 140, "iter": 700, "lr": 0.00128, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.59672, "top5_acc": 0.82656, "loss_cls": 5.19915, "loss": 5.19915, "time": 0.61116}
{"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00127, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.59328, "top5_acc": 0.82047, "loss_cls": 5.2283, "loss": 5.2283, "time": 0.6019}
{"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00126, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.59156, "top5_acc": 0.81891, "loss_cls": 5.22122, "loss": 5.22122, "time": 0.60144}
{"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00126, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.60219, "top5_acc": 0.82406, "loss_cls": 5.20034, "loss": 5.20034, "time": 0.60795}
{"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.00125, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.60047, "top5_acc": 0.82875, "loss_cls": 5.1826, "loss": 5.1826, "time": 0.61537}
{"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.00125, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.60078, "top5_acc": 0.82797, "loss_cls": 5.19071, "loss": 5.19071, "time": 0.60708}
{"mode": "train", "epoch": 140, "iter": 1300, "lr": 0.00124, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.58656, "top5_acc": 0.82922, "loss_cls": 5.20512, "loss": 5.20512, "time": 0.60476}
{"mode": "train", "epoch": 140, "iter": 1400, "lr": 0.00123, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.60812, "top5_acc": 0.83109, "loss_cls": 5.18583, "loss": 5.18583, "time": 0.61212}
{"mode": "train", "epoch": 140, "iter": 1500, "lr": 0.00123, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.59969, "top5_acc": 0.83438, "loss_cls": 5.1736, "loss": 5.1736, "time": 0.61062}
{"mode": "train", "epoch": 140, "iter": 1600, "lr": 0.00122, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.59828, "top5_acc": 0.82609, "loss_cls": 5.20353, "loss": 5.20353, "time": 0.60031}
{"mode": "train", "epoch": 140, "iter": 1700, "lr": 0.00121, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.56984, "top5_acc": 0.8125, "loss_cls": 5.3052, "loss": 5.3052, "time": 0.60366}
{"mode": "train", "epoch": 140, "iter": 1800, "lr": 0.00121, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.58984, "top5_acc": 0.81484, "loss_cls": 5.25005, "loss": 5.25005, "time": 0.60393}
{"mode": "train", "epoch": 140, "iter": 1900, "lr": 0.0012, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.60047, "top5_acc": 0.82906, "loss_cls": 5.21286, "loss": 5.21286, "time": 0.60402}
{"mode": "train", "epoch": 140, "iter": 2000, "lr": 0.0012, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.59906, "top5_acc": 0.82266, "loss_cls": 5.21607, "loss": 5.21607, "time": 0.59926}
{"mode": "train", "epoch": 140, "iter": 2100, "lr": 0.00119, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.59094, "top5_acc": 0.82688, "loss_cls": 5.21433, "loss": 5.21433, "time": 0.59821}
{"mode": "train", "epoch": 140, "iter": 2200, "lr": 0.00118, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58453, "top5_acc": 0.81859, "loss_cls": 5.26223, "loss": 5.26223, "time": 0.59921}
{"mode": "train", "epoch": 140, "iter": 2300, "lr": 0.00118, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.59438, "top5_acc": 0.81562, "loss_cls": 5.25359, "loss": 5.25359, "time": 0.60219}
{"mode": "train", "epoch": 140, "iter": 2400, "lr": 0.00117, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.60188, "top5_acc": 0.83047, "loss_cls": 5.20723, "loss": 5.20723, "time": 0.59991}
{"mode": "train", "epoch": 140, "iter": 2500, "lr": 0.00117, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.59281, "top5_acc": 0.81922, "loss_cls": 5.21708, "loss": 5.21708, "time": 0.59795}
{"mode": "train", "epoch": 140, "iter": 2600, "lr": 0.00116, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.59375, "top5_acc": 0.82562, "loss_cls": 5.21902, "loss": 5.21902, "time": 0.60039}
{"mode": "train", "epoch": 140, "iter": 2700, "lr": 0.00115, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.59688, "top5_acc": 0.82062, "loss_cls": 5.22384, "loss": 5.22384, "time": 0.59861}
{"mode": "train", "epoch": 140, "iter": 2800, "lr": 0.00115, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.59359, "top5_acc": 0.82906, "loss_cls": 5.1991, "loss": 5.1991, "time": 0.60142}
{"mode": "train", "epoch": 140, "iter": 2900, "lr": 0.00114, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.59, "top5_acc": 0.81938, "loss_cls": 5.23697, "loss": 5.23697, "time": 0.60076}
{"mode": "train", "epoch": 140, "iter": 3000, "lr": 0.00114, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.59047, "top5_acc": 0.82062, "loss_cls": 5.24083, "loss": 5.24083, "time": 0.598}
{"mode": "train", "epoch": 140, "iter": 3100, "lr": 0.00113, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.57109, "top5_acc": 0.81188, "loss_cls": 5.29512, "loss": 5.29512, "time": 0.60288}
{"mode": "train", "epoch": 140, "iter": 3200, "lr": 0.00112, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.59047, "top5_acc": 0.82156, "loss_cls": 5.24106, "loss": 5.24106, "time": 0.60131}
{"mode": "train", "epoch": 140, "iter": 3300, "lr": 0.00112, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58281, "top5_acc": 0.81484, "loss_cls": 5.28972, "loss": 5.28972, "time": 0.60144}
{"mode": "train", "epoch": 140, "iter": 3400, "lr": 0.00111, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.58828, "top5_acc": 0.82766, "loss_cls": 5.21852, "loss": 5.21852, "time": 0.60013}
{"mode": "train", "epoch": 140, "iter": 3500, "lr": 0.00111, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58875, "top5_acc": 0.81922, "loss_cls": 5.22367, "loss": 5.22367, "time": 0.60276}
{"mode": "train", "epoch": 140, "iter": 3600, "lr": 0.0011, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.58234, "top5_acc": 0.81859, "loss_cls": 5.27042, "loss": 5.27042, "time": 0.60025}
{"mode": "train", "epoch": 140, "iter": 3700, "lr": 0.0011, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.58938, "top5_acc": 0.82219, "loss_cls": 5.2368, "loss": 5.2368, "time": 0.59947}
{"mode": "val", "epoch": 140, "iter": 309, "lr": 0.00109, "top1_acc": 0.44968, "top5_acc": 0.6965, "mean_class_accuracy": 0.44943}
{"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00109, "memory": 16177, "data_time": 1.4152, "top1_acc": 0.60641, "top5_acc": 0.82781, "loss_cls": 5.18138, "loss": 5.18138, "time": 2.01176}
{"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00108, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.615, "top5_acc": 0.84078, "loss_cls": 5.12182, "loss": 5.12182, "time": 0.60097}
{"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00108, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.61641, "top5_acc": 0.83281, "loss_cls": 5.14673, "loss": 5.14673, "time": 0.59953}
{"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00107, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.60531, "top5_acc": 0.83328, "loss_cls": 5.17787, "loss": 5.17787, "time": 0.5981}
{"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00106, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.61031, "top5_acc": 0.83422, "loss_cls": 5.16714, "loss": 5.16714, "time": 0.60275}
{"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00106, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.61562, "top5_acc": 0.83312, "loss_cls": 5.16321, "loss": 5.16321, "time": 0.60341}
{"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00105, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.61984, "top5_acc": 0.84344, "loss_cls": 5.11197, "loss": 5.11197, "time": 0.60133}
{"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00105, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.60672, "top5_acc": 0.83484, "loss_cls": 5.17185, "loss": 5.17185, "time": 0.60847}
{"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00104, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.6075, "top5_acc": 0.83109, "loss_cls": 5.17694, "loss": 5.17694, "time": 0.60393}
{"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00104, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.60281, "top5_acc": 0.83188, "loss_cls": 5.16938, "loss": 5.16938, "time": 0.6041}
{"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00103, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.61859, "top5_acc": 0.83375, "loss_cls": 5.13146, "loss": 5.13146, "time": 0.61046}
{"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00102, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.59656, "top5_acc": 0.82516, "loss_cls": 5.19492, "loss": 5.19492, "time": 0.59809}
{"mode": "train", "epoch": 141, "iter": 1300, "lr": 0.00102, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.60938, "top5_acc": 0.83375, "loss_cls": 5.1661, "loss": 5.1661, "time": 0.59791}
{"mode": "train", "epoch": 141, "iter": 1400, "lr": 0.00101, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.61438, "top5_acc": 0.83453, "loss_cls": 5.14447, "loss": 5.14447, "time": 0.60346}
{"mode": "train", "epoch": 141, "iter": 1500, "lr": 0.00101, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.60891, "top5_acc": 0.82625, "loss_cls": 5.1875, "loss": 5.1875, "time": 0.60672}
{"mode": "train", "epoch": 141, "iter": 1600, "lr": 0.001, "memory": 16177, "data_time": 0.00055, "top1_acc": 0.60656, "top5_acc": 0.83828, "loss_cls": 5.1525, "loss": 5.1525, "time": 0.64556}
{"mode": "train", "epoch": 141, "iter": 1700, "lr": 0.001, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.60609, "top5_acc": 0.83875, "loss_cls": 5.14598, "loss": 5.14598, "time": 0.60163}
{"mode": "train", "epoch": 141, "iter": 1800, "lr": 0.00099, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.60172, "top5_acc": 0.83344, "loss_cls": 5.16969, "loss": 5.16969, "time": 0.60278}
{"mode": "train", "epoch": 141, "iter": 1900, "lr": 0.00099, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.6125, "top5_acc": 0.84219, "loss_cls": 5.11971, "loss": 5.11971, "time": 0.60194}
{"mode": "train", "epoch": 141, "iter": 2000, "lr": 0.00098, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.59344, "top5_acc": 0.8325, "loss_cls": 5.18179, "loss": 5.18179, "time": 0.60242}
{"mode": "train", "epoch": 141, "iter": 2100, "lr": 0.00097, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.60328, "top5_acc": 0.83328, "loss_cls": 5.17721, "loss": 5.17721, "time": 0.59787}
{"mode": "train", "epoch": 141, "iter": 2200, "lr": 0.00097, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.60562, "top5_acc": 0.82859, "loss_cls": 5.19121, "loss": 5.19121, "time": 0.60086}
{"mode": "train", "epoch": 141, "iter": 2300, "lr": 0.00096, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.59719, "top5_acc": 0.825, "loss_cls": 5.19737, "loss": 5.19737, "time": 0.59998}
{"mode": "train", "epoch": 141, "iter": 2400, "lr": 0.00096, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.59844, "top5_acc": 0.82672, "loss_cls": 5.20222, "loss": 5.20222, "time": 0.60342}
{"mode": "train", "epoch": 141, "iter": 2500, "lr": 0.00095, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.59938, "top5_acc": 0.83062, "loss_cls": 5.17924, "loss": 5.17924, "time": 0.59872}
{"mode": "train", "epoch": 141, "iter": 2600, "lr": 0.00095, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.60266, "top5_acc": 0.82422, "loss_cls": 5.19271, "loss": 5.19271, "time": 0.6002}
{"mode": "train", "epoch": 141, "iter": 2700, "lr": 0.00094, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.60953, "top5_acc": 0.82891, "loss_cls": 5.16925, "loss": 5.16925, "time": 0.59964}
{"mode": "train", "epoch": 141, "iter": 2800, "lr": 0.00094, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.6, "top5_acc": 0.83109, "loss_cls": 5.19317, "loss": 5.19317, "time": 0.60087}
{"mode": "train", "epoch": 141, "iter": 2900, "lr": 0.00093, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.60297, "top5_acc": 0.83141, "loss_cls": 5.18478, "loss": 5.18478, "time": 0.60084}
{"mode": "train", "epoch": 141, "iter": 3000, "lr": 0.00093, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.60891, "top5_acc": 0.82766, "loss_cls": 5.193, "loss": 5.193, "time": 0.60077}
{"mode": "train", "epoch": 141, "iter": 3100, "lr": 0.00092, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.59875, "top5_acc": 0.82969, "loss_cls": 5.17602, "loss": 5.17602, "time": 0.60252}
{"mode": "train", "epoch": 141, "iter": 3200, "lr": 0.00091, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.60812, "top5_acc": 0.83031, "loss_cls": 5.18113, "loss": 5.18113, "time": 0.60104}
{"mode": "train", "epoch": 141, "iter": 3300, "lr": 0.00091, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.59812, "top5_acc": 0.8325, "loss_cls": 5.18179, "loss": 5.18179, "time": 0.59863}
{"mode": "train", "epoch": 141, "iter": 3400, "lr": 0.0009, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.60125, "top5_acc": 0.83281, "loss_cls": 5.20252, "loss": 5.20252, "time": 0.59841}
{"mode": "train", "epoch": 141, "iter": 3500, "lr": 0.0009, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.60438, "top5_acc": 0.83078, "loss_cls": 5.17106, "loss": 5.17106, "time": 0.60737}
{"mode": "train", "epoch": 141, "iter": 3600, "lr": 0.00089, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.60078, "top5_acc": 0.82391, "loss_cls": 5.18966, "loss": 5.18966, "time": 0.61098}
{"mode": "train", "epoch": 141, "iter": 3700, "lr": 0.00089, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.61078, "top5_acc": 0.83656, "loss_cls": 5.1615, "loss": 5.1615, "time": 0.60046}
{"mode": "val", "epoch": 141, "iter": 309, "lr": 0.00089, "top1_acc": 0.45358, "top5_acc": 0.69716, "mean_class_accuracy": 0.4533}
{"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00088, "memory": 16177, "data_time": 1.41833, "top1_acc": 0.61766, "top5_acc": 0.84812, "loss_cls": 5.08582, "loss": 5.08582, "time": 2.01928}
{"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00088, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.62297, "top5_acc": 0.84312, "loss_cls": 5.11244, "loss": 5.11244, "time": 0.59529}
{"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00087, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.62516, "top5_acc": 0.84406, "loss_cls": 5.10248, "loss": 5.10248, "time": 0.59558}
{"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00086, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.61891, "top5_acc": 0.8375, "loss_cls": 5.1171, "loss": 5.1171, "time": 0.5982}
{"mode": "train", "epoch": 142, "iter": 500, "lr": 0.00086, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.61812, "top5_acc": 0.83672, "loss_cls": 5.13394, "loss": 5.13394, "time": 0.59921}
{"mode": "train", "epoch": 142, "iter": 600, "lr": 0.00085, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.63656, "top5_acc": 0.85328, "loss_cls": 5.03963, "loss": 5.03963, "time": 0.59799}
{"mode": "train", "epoch": 142, "iter": 700, "lr": 0.00085, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.62922, "top5_acc": 0.84547, "loss_cls": 5.08976, "loss": 5.08976, "time": 0.6031}
{"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00084, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.62172, "top5_acc": 0.84219, "loss_cls": 5.10651, "loss": 5.10651, "time": 0.60495}
{"mode": "train", "epoch": 142, "iter": 900, "lr": 0.00084, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.61703, "top5_acc": 0.84109, "loss_cls": 5.12175, "loss": 5.12175, "time": 0.59756}
{"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.00083, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.60875, "top5_acc": 0.84125, "loss_cls": 5.12838, "loss": 5.12838, "time": 0.60585}
{"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.00083, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.62625, "top5_acc": 0.84719, "loss_cls": 5.08602, "loss": 5.08602, "time": 0.60262}
{"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.00082, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.60797, "top5_acc": 0.83625, "loss_cls": 5.15294, "loss": 5.15294, "time": 0.60118}
{"mode": "train", "epoch": 142, "iter": 1300, "lr": 0.00082, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.60875, "top5_acc": 0.83922, "loss_cls": 5.15276, "loss": 5.15276, "time": 0.60514}
{"mode": "train", "epoch": 142, "iter": 1400, "lr": 0.00081, "memory": 16177, "data_time": 0.00052, "top1_acc": 0.61812, "top5_acc": 0.83672, "loss_cls": 5.12029, "loss": 5.12029, "time": 0.60689}
{"mode": "train", "epoch": 142, "iter": 1500, "lr": 0.00081, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.61469, "top5_acc": 0.84594, "loss_cls": 5.1068, "loss": 5.1068, "time": 0.60029}
{"mode": "train", "epoch": 142, "iter": 1600, "lr": 0.0008, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.605, "top5_acc": 0.83484, "loss_cls": 5.16664, "loss": 5.16664, "time": 0.59512}
{"mode": "train", "epoch": 142, "iter": 1700, "lr": 0.0008, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.61812, "top5_acc": 0.83594, "loss_cls": 5.11936, "loss": 5.11936, "time": 0.60189}
{"mode": "train", "epoch": 142, "iter": 1800, "lr": 0.00079, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.62438, "top5_acc": 0.85219, "loss_cls": 5.08708, "loss": 5.08708, "time": 0.60174}
{"mode": "train", "epoch": 142, "iter": 1900, "lr": 0.00079, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.61906, "top5_acc": 0.84344, "loss_cls": 5.09888, "loss": 5.09888, "time": 0.59793}
{"mode": "train", "epoch": 142, "iter": 2000, "lr": 0.00078, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.61125, "top5_acc": 0.8325, "loss_cls": 5.16164, "loss": 5.16164, "time": 0.59733}
{"mode": "train", "epoch": 142, "iter": 2100, "lr": 0.00078, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.61469, "top5_acc": 0.83984, "loss_cls": 5.11745, "loss": 5.11745, "time": 0.59582}
{"mode": "train", "epoch": 142, "iter": 2200, "lr": 0.00077, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.61312, "top5_acc": 0.83656, "loss_cls": 5.15371, "loss": 5.15371, "time": 0.59905}
{"mode": "train", "epoch": 142, "iter": 2300, "lr": 0.00077, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.62109, "top5_acc": 0.84422, "loss_cls": 5.10929, "loss": 5.10929, "time": 0.59611}
{"mode": "train", "epoch": 142, "iter": 2400, "lr": 0.00076, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.61281, "top5_acc": 0.83422, "loss_cls": 5.13458, "loss": 5.13458, "time": 0.59974}
{"mode": "train", "epoch": 142, "iter": 2500, "lr": 0.00076, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.61672, "top5_acc": 0.84234, "loss_cls": 5.11131, "loss": 5.11131, "time": 0.59646}
{"mode": "train", "epoch": 142, "iter": 2600, "lr": 0.00075, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.61875, "top5_acc": 0.83719, "loss_cls": 5.13127, "loss": 5.13127, "time": 0.59922}
{"mode": "train", "epoch": 142, "iter": 2700, "lr": 0.00075, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.61828, "top5_acc": 0.83594, "loss_cls": 5.13096, "loss": 5.13096, "time": 0.60026}
{"mode": "train", "epoch": 142, "iter": 2800, "lr": 0.00075, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.61047, "top5_acc": 0.83516, "loss_cls": 5.12642, "loss": 5.12642, "time": 0.60233}
{"mode": "train", "epoch": 142, "iter": 2900, "lr": 0.00074, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.62422, "top5_acc": 0.83938, "loss_cls": 5.11237, "loss": 5.11237, "time": 0.59831}
{"mode": "train", "epoch": 142, "iter": 3000, "lr": 0.00074, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.61766, "top5_acc": 0.84172, "loss_cls": 5.10932, "loss": 5.10932, "time": 0.59805}
{"mode": "train", "epoch": 142, "iter": 3100, "lr": 0.00073, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.61438, "top5_acc": 0.84438, "loss_cls": 5.10861, "loss": 5.10861, "time": 0.59868}
{"mode": "train", "epoch": 142, "iter": 3200, "lr": 0.00073, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.61797, "top5_acc": 0.8375, "loss_cls": 5.13412, "loss": 5.13412, "time": 0.59966}
{"mode": "train", "epoch": 142, "iter": 3300, "lr": 0.00072, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.61344, "top5_acc": 0.83594, "loss_cls": 5.12638, "loss": 5.12638, "time": 0.59679}
{"mode": "train", "epoch": 142, "iter": 3400, "lr": 0.00072, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.62266, "top5_acc": 0.84203, "loss_cls": 5.11315, "loss": 5.11315, "time": 0.59697}
{"mode": "train", "epoch": 142, "iter": 3500, "lr": 0.00071, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.60891, "top5_acc": 0.83781, "loss_cls": 5.14029, "loss": 5.14029, "time": 0.59999}
{"mode": "train", "epoch": 142, "iter": 3600, "lr": 0.00071, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.62469, "top5_acc": 0.83969, "loss_cls": 5.1169, "loss": 5.1169, "time": 0.59738}
{"mode": "train", "epoch": 142, "iter": 3700, "lr": 0.0007, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.60656, "top5_acc": 0.83609, "loss_cls": 5.16411, "loss": 5.16411, "time": 0.60037}
{"mode": "val", "epoch": 142, "iter": 309, "lr": 0.0007, "top1_acc": 0.45302, "top5_acc": 0.70081, "mean_class_accuracy": 0.4528}
{"mode": "train", "epoch": 143, "iter": 100, "lr": 0.0007, "memory": 16177, "data_time": 1.38994, "top1_acc": 0.64516, "top5_acc": 0.85734, "loss_cls": 5.02086, "loss": 5.02086, "time": 1.97792}
{"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00069, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.63906, "top5_acc": 0.85406, "loss_cls": 5.02304, "loss": 5.02304, "time": 0.59021}
{"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00069, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.64094, "top5_acc": 0.85828, "loss_cls": 5.0381, "loss": 5.0381, "time": 0.59918}
{"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00068, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.64188, "top5_acc": 0.85484, "loss_cls": 5.03183, "loss": 5.03183, "time": 0.59992}
{"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00068, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.63016, "top5_acc": 0.8475, "loss_cls": 5.06172, "loss": 5.06172, "time": 0.59743}
{"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00067, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.63219, "top5_acc": 0.85516, "loss_cls": 5.04831, "loss": 5.04831, "time": 0.59934}
{"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00067, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.63156, "top5_acc": 0.84953, "loss_cls": 5.05108, "loss": 5.05108, "time": 0.60397}
{"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00066, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.63313, "top5_acc": 0.84875, "loss_cls": 5.06604, "loss": 5.06604, "time": 0.60237}
{"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00066, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.63188, "top5_acc": 0.84516, "loss_cls": 5.08454, "loss": 5.08454, "time": 0.60874}
{"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00065, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.63344, "top5_acc": 0.85078, "loss_cls": 5.06586, "loss": 5.06586, "time": 0.60812}
{"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00065, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.62953, "top5_acc": 0.84641, "loss_cls": 5.08095, "loss": 5.08095, "time": 0.6048}
{"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00065, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.62344, "top5_acc": 0.83797, "loss_cls": 5.12277, "loss": 5.12277, "time": 0.6026}
{"mode": "train", "epoch": 143, "iter": 1300, "lr": 0.00064, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.62953, "top5_acc": 0.8475, "loss_cls": 5.05939, "loss": 5.05939, "time": 0.60107}
{"mode": "train", "epoch": 143, "iter": 1400, "lr": 0.00064, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.64031, "top5_acc": 0.85078, "loss_cls": 5.03454, "loss": 5.03454, "time": 0.60972}
{"mode": "train", "epoch": 143, "iter": 1500, "lr": 0.00063, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.64156, "top5_acc": 0.85688, "loss_cls": 5.01382, "loss": 5.01382, "time": 0.60149}
{"mode": "train", "epoch": 143, "iter": 1600, "lr": 0.00063, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.61844, "top5_acc": 0.84141, "loss_cls": 5.12513, "loss": 5.12513, "time": 0.59852}
{"mode": "train", "epoch": 143, "iter": 1700, "lr": 0.00062, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.62984, "top5_acc": 0.84812, "loss_cls": 5.08288, "loss": 5.08288, "time": 0.60298}
{"mode": "train", "epoch": 143, "iter": 1800, "lr": 0.00062, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.62562, "top5_acc": 0.84625, "loss_cls": 5.08919, "loss": 5.08919, "time": 0.60283}
{"mode": "train", "epoch": 143, "iter": 1900, "lr": 0.00061, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.62594, "top5_acc": 0.85172, "loss_cls": 5.06494, "loss": 5.06494, "time": 0.59793}
{"mode": "train", "epoch": 143, "iter": 2000, "lr": 0.00061, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.62625, "top5_acc": 0.85391, "loss_cls": 5.06359, "loss": 5.06359, "time": 0.60115}
{"mode": "train", "epoch": 143, "iter": 2100, "lr": 0.00061, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.62875, "top5_acc": 0.8425, "loss_cls": 5.08573, "loss": 5.08573, "time": 0.60232}
{"mode": "train", "epoch": 143, "iter": 2200, "lr": 0.0006, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.62516, "top5_acc": 0.84438, "loss_cls": 5.08857, "loss": 5.08857, "time": 0.60016}
{"mode": "train", "epoch": 143, "iter": 2300, "lr": 0.0006, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.62422, "top5_acc": 0.84859, "loss_cls": 5.05969, "loss": 5.05969, "time": 0.60272}
{"mode": "train", "epoch": 143, "iter": 2400, "lr": 0.00059, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.62047, "top5_acc": 0.83875, "loss_cls": 5.11325, "loss": 5.11325, "time": 0.60202}
{"mode": "train", "epoch": 143, "iter": 2500, "lr": 0.00059, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.63266, "top5_acc": 0.84984, "loss_cls": 5.04553, "loss": 5.04553, "time": 0.60522}
{"mode": "train", "epoch": 143, "iter": 2600, "lr": 0.00058, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.61438, "top5_acc": 0.84797, "loss_cls": 5.08638, "loss": 5.08638, "time": 0.59872}
{"mode": "train", "epoch": 143, "iter": 2700, "lr": 0.00058, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.62703, "top5_acc": 0.84047, "loss_cls": 5.09097, "loss": 5.09097, "time": 0.59912}
{"mode": "train", "epoch": 143, "iter": 2800, "lr": 0.00058, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.63047, "top5_acc": 0.84219, "loss_cls": 5.07914, "loss": 5.07914, "time": 0.59845}
{"mode": "train", "epoch": 143, "iter": 2900, "lr": 0.00057, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.6275, "top5_acc": 0.84125, "loss_cls": 5.10129, "loss": 5.10129, "time": 0.59838}
{"mode": "train", "epoch": 143, "iter": 3000, "lr": 0.00057, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.62266, "top5_acc": 0.84906, "loss_cls": 5.10036, "loss": 5.10036, "time": 0.6019}
{"mode": "train", "epoch": 143, "iter": 3100, "lr": 0.00056, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.61281, "top5_acc": 0.83938, "loss_cls": 5.12525, "loss": 5.12525, "time": 0.60005}
{"mode": "train", "epoch": 143, "iter": 3200, "lr": 0.00056, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.62813, "top5_acc": 0.85375, "loss_cls": 5.05246, "loss": 5.05246, "time": 0.59895}
{"mode": "train", "epoch": 143, "iter": 3300, "lr": 0.00055, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.62469, "top5_acc": 0.84156, "loss_cls": 5.09861, "loss": 5.09861, "time": 0.59726}
{"mode": "train", "epoch": 143, "iter": 3400, "lr": 0.00055, "memory": 16177, "data_time": 0.00023, "top1_acc": 0.63016, "top5_acc": 0.84891, "loss_cls": 5.07185, "loss": 5.07185, "time": 0.60047}
{"mode": "train", "epoch": 143, "iter": 3500, "lr": 0.00055, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.63172, "top5_acc": 0.83859, "loss_cls": 5.09358, "loss": 5.09358, "time": 0.59856}
{"mode": "train", "epoch": 143, "iter": 3600, "lr": 0.00054, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.6325, "top5_acc": 0.84672, "loss_cls": 5.08132, "loss": 5.08132, "time": 0.59843}
{"mode": "train", "epoch": 143, "iter": 3700, "lr": 0.00054, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.63391, "top5_acc": 0.85516, "loss_cls": 5.05763, "loss": 5.05763, "time": 0.60363}
{"mode": "val", "epoch": 143, "iter": 309, "lr": 0.00054, "top1_acc": 0.45606, "top5_acc": 0.69934, "mean_class_accuracy": 0.45585}
{"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00053, "memory": 16177, "data_time": 1.37026, "top1_acc": 0.66281, "top5_acc": 0.86016, "loss_cls": 4.96276, "loss": 4.96276, "time": 1.96283}
{"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00053, "memory": 16177, "data_time": 0.00045, "top1_acc": 0.64531, "top5_acc": 0.86, "loss_cls": 5.00966, "loss": 5.00966, "time": 0.59923}
{"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00052, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.63906, "top5_acc": 0.86109, "loss_cls": 4.99689, "loss": 4.99689, "time": 0.60391}
{"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00052, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.64609, "top5_acc": 0.85469, "loss_cls": 5.03748, "loss": 5.03748, "time": 0.59695}
{"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00052, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.64828, "top5_acc": 0.8575, "loss_cls": 4.98884, "loss": 4.98884, "time": 0.59854}
{"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00051, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.62469, "top5_acc": 0.845, "loss_cls": 5.06477, "loss": 5.06477, "time": 0.60917}
{"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00051, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.63984, "top5_acc": 0.85188, "loss_cls": 5.03334, "loss": 5.03334, "time": 0.6069}
{"mode": "train", "epoch": 144, "iter": 800, "lr": 0.0005, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.64359, "top5_acc": 0.85672, "loss_cls": 5.01761, "loss": 5.01761, "time": 0.60434}
{"mode": "train", "epoch": 144, "iter": 900, "lr": 0.0005, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.64562, "top5_acc": 0.85703, "loss_cls": 4.9914, "loss": 4.9914, "time": 0.60841}
{"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.0005, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.64766, "top5_acc": 0.85594, "loss_cls": 4.99562, "loss": 4.99562, "time": 0.60572}
{"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.00049, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.63906, "top5_acc": 0.84812, "loss_cls": 5.03662, "loss": 5.03662, "time": 0.59876}
{"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.00049, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.64312, "top5_acc": 0.85562, "loss_cls": 5.01087, "loss": 5.01087, "time": 0.59789}
{"mode": "train", "epoch": 144, "iter": 1300, "lr": 0.00048, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.64094, "top5_acc": 0.85375, "loss_cls": 5.0309, "loss": 5.0309, "time": 0.60671}
{"mode": "train", "epoch": 144, "iter": 1400, "lr": 0.00048, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.64344, "top5_acc": 0.86297, "loss_cls": 5.00713, "loss": 5.00713, "time": 0.60641}
{"mode": "train", "epoch": 144, "iter": 1500, "lr": 0.00048, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.63969, "top5_acc": 0.85062, "loss_cls": 5.04941, "loss": 5.04941, "time": 0.59941}
{"mode": "train", "epoch": 144, "iter": 1600, "lr": 0.00047, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.64422, "top5_acc": 0.85484, "loss_cls": 5.016, "loss": 5.016, "time": 0.5999}
{"mode": "train", "epoch": 144, "iter": 1700, "lr": 0.00047, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.63406, "top5_acc": 0.84891, "loss_cls": 5.05543, "loss": 5.05543, "time": 0.59755}
{"mode": "train", "epoch": 144, "iter": 1800, "lr": 0.00047, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.62875, "top5_acc": 0.85109, "loss_cls": 5.05272, "loss": 5.05272, "time": 0.59922}
{"mode": "train", "epoch": 144, "iter": 1900, "lr": 0.00046, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.64062, "top5_acc": 0.85516, "loss_cls": 5.01115, "loss": 5.01115, "time": 0.59659}
{"mode": "train", "epoch": 144, "iter": 2000, "lr": 0.00046, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.63078, "top5_acc": 0.85266, "loss_cls": 5.04881, "loss": 5.04881, "time": 0.59842}
{"mode": "train", "epoch": 144, "iter": 2100, "lr": 0.00045, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.63734, "top5_acc": 0.85469, "loss_cls": 5.02694, "loss": 5.02694, "time": 0.59637}
{"mode": "train", "epoch": 144, "iter": 2200, "lr": 0.00045, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.63016, "top5_acc": 0.85547, "loss_cls": 5.03806, "loss": 5.03806, "time": 0.59828}
{"mode": "train", "epoch": 144, "iter": 2300, "lr": 0.00045, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.64078, "top5_acc": 0.85656, "loss_cls": 5.02147, "loss": 5.02147, "time": 0.6002}
{"mode": "train", "epoch": 144, "iter": 2400, "lr": 0.00044, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.63859, "top5_acc": 0.85656, "loss_cls": 5.02973, "loss": 5.02973, "time": 0.6045}
{"mode": "train", "epoch": 144, "iter": 2500, "lr": 0.00044, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.64531, "top5_acc": 0.85906, "loss_cls": 5.00769, "loss": 5.00769, "time": 0.5988}
{"mode": "train", "epoch": 144, "iter": 2600, "lr": 0.00044, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.63844, "top5_acc": 0.85328, "loss_cls": 5.03492, "loss": 5.03492, "time": 0.60029}
{"mode": "train", "epoch": 144, "iter": 2700, "lr": 0.00043, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.63406, "top5_acc": 0.85266, "loss_cls": 5.02359, "loss": 5.02359, "time": 0.59884}
{"mode": "train", "epoch": 144, "iter": 2800, "lr": 0.00043, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.63156, "top5_acc": 0.85219, "loss_cls": 5.04864, "loss": 5.04864, "time": 0.60221}
{"mode": "train", "epoch": 144, "iter": 2900, "lr": 0.00042, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.63328, "top5_acc": 0.85016, "loss_cls": 5.05638, "loss": 5.05638, "time": 0.59791}
{"mode": "train", "epoch": 144, "iter": 3000, "lr": 0.00042, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.64031, "top5_acc": 0.85375, "loss_cls": 5.0288, "loss": 5.0288, "time": 0.59868}
{"mode": "train", "epoch": 144, "iter": 3100, "lr": 0.00042, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.64281, "top5_acc": 0.85484, "loss_cls": 5.01611, "loss": 5.01611, "time": 0.6022}
{"mode": "train", "epoch": 144, "iter": 3200, "lr": 0.00041, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.645, "top5_acc": 0.85812, "loss_cls": 5.00324, "loss": 5.00324, "time": 0.60078}
{"mode": "train", "epoch": 144, "iter": 3300, "lr": 0.00041, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.63813, "top5_acc": 0.85797, "loss_cls": 5.02869, "loss": 5.02869, "time": 0.59931}
{"mode": "train", "epoch": 144, "iter": 3400, "lr": 0.00041, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.6475, "top5_acc": 0.85328, "loss_cls": 5.02713, "loss": 5.02713, "time": 0.60252}
{"mode": "train", "epoch": 144, "iter": 3500, "lr": 0.0004, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.64375, "top5_acc": 0.85531, "loss_cls": 5.01414, "loss": 5.01414, "time": 0.59851}
{"mode": "train", "epoch": 144, "iter": 3600, "lr": 0.0004, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.63766, "top5_acc": 0.85172, "loss_cls": 5.0333, "loss": 5.0333, "time": 0.60091}
{"mode": "train", "epoch": 144, "iter": 3700, "lr": 0.0004, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.63531, "top5_acc": 0.85547, "loss_cls": 5.02765, "loss": 5.02765, "time": 0.60246}
{"mode": "val", "epoch": 144, "iter": 309, "lr": 0.00039, "top1_acc": 0.45991, "top5_acc": 0.70177, "mean_class_accuracy": 0.45964}
{"mode": "train", "epoch": 145, "iter": 100, "lr": 0.00039, "memory": 16177, "data_time": 1.40872, "top1_acc": 0.65672, "top5_acc": 0.86, "loss_cls": 4.98505, "loss": 4.98505, "time": 2.00466}
{"mode": "train", "epoch": 145, "iter": 200, "lr": 0.00039, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.66172, "top5_acc": 0.86625, "loss_cls": 4.94022, "loss": 4.94022, "time": 0.59284}
{"mode": "train", "epoch": 145, "iter": 300, "lr": 0.00038, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.66719, "top5_acc": 0.86328, "loss_cls": 4.94453, "loss": 4.94453, "time": 0.59614}
{"mode": "train", "epoch": 145, "iter": 400, "lr": 0.00038, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.66188, "top5_acc": 0.87359, "loss_cls": 4.91897, "loss": 4.91897, "time": 0.5997}
{"mode": "train", "epoch": 145, "iter": 500, "lr": 0.00038, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.65391, "top5_acc": 0.87234, "loss_cls": 4.95387, "loss": 4.95387, "time": 0.60002}
{"mode": "train", "epoch": 145, "iter": 600, "lr": 0.00037, "memory": 16177, "data_time": 0.0005, "top1_acc": 0.65141, "top5_acc": 0.85828, "loss_cls": 4.98325, "loss": 4.98325, "time": 0.60911}
{"mode": "train", "epoch": 145, "iter": 700, "lr": 0.00037, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.65016, "top5_acc": 0.86141, "loss_cls": 4.98042, "loss": 4.98042, "time": 0.60701}
{"mode": "train", "epoch": 145, "iter": 800, "lr": 0.00037, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65031, "top5_acc": 0.86688, "loss_cls": 4.9674, "loss": 4.9674, "time": 0.60256}
{"mode": "train", "epoch": 145, "iter": 900, "lr": 0.00036, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.65359, "top5_acc": 0.86656, "loss_cls": 4.95464, "loss": 4.95464, "time": 0.61211}
{"mode": "train", "epoch": 145, "iter": 1000, "lr": 0.00036, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.65062, "top5_acc": 0.86391, "loss_cls": 4.98219, "loss": 4.98219, "time": 0.60809}
{"mode": "train", "epoch": 145, "iter": 1100, "lr": 0.00036, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.65516, "top5_acc": 0.85766, "loss_cls": 4.96289, "loss": 4.96289, "time": 0.60014}
{"mode": "train", "epoch": 145, "iter": 1200, "lr": 0.00035, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.65141, "top5_acc": 0.87062, "loss_cls": 4.96364, "loss": 4.96364, "time": 0.60695}
{"mode": "train", "epoch": 145, "iter": 1300, "lr": 0.00035, "memory": 16177, "data_time": 0.00035, "top1_acc": 0.65578, "top5_acc": 0.86266, "loss_cls": 4.97056, "loss": 4.97056, "time": 0.60728}
{"mode": "train", "epoch": 145, "iter": 1400, "lr": 0.00035, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.64406, "top5_acc": 0.85547, "loss_cls": 5.02636, "loss": 5.02636, "time": 0.60394}
{"mode": "train", "epoch": 145, "iter": 1500, "lr": 0.00034, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.64938, "top5_acc": 0.86828, "loss_cls": 4.97166, "loss": 4.97166, "time": 0.59935}
{"mode": "train", "epoch": 145, "iter": 1600, "lr": 0.00034, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.6475, "top5_acc": 0.86344, "loss_cls": 4.98966, "loss": 4.98966, "time": 0.60137}
{"mode": "train", "epoch": 145, "iter": 1700, "lr": 0.00034, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.63922, "top5_acc": 0.85375, "loss_cls": 5.02333, "loss": 5.02333, "time": 0.60288}
{"mode": "train", "epoch": 145, "iter": 1800, "lr": 0.00033, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.6525, "top5_acc": 0.86016, "loss_cls": 4.98438, "loss": 4.98438, "time": 0.59585}
{"mode": "train", "epoch": 145, "iter": 1900, "lr": 0.00033, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.65469, "top5_acc": 0.86734, "loss_cls": 4.96123, "loss": 4.96123, "time": 0.59966}
{"mode": "train", "epoch": 145, "iter": 2000, "lr": 0.00033, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.64938, "top5_acc": 0.86234, "loss_cls": 4.99378, "loss": 4.99378, "time": 0.60258}
{"mode": "train", "epoch": 145, "iter": 2100, "lr": 0.00032, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.64875, "top5_acc": 0.85859, "loss_cls": 4.99172, "loss": 4.99172, "time": 0.59821}
{"mode": "train", "epoch": 145, "iter": 2200, "lr": 0.00032, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.64734, "top5_acc": 0.85672, "loss_cls": 4.99502, "loss": 4.99502, "time": 0.59912}
{"mode": "train", "epoch": 145, "iter": 2300, "lr": 0.00032, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.64656, "top5_acc": 0.85688, "loss_cls": 4.99789, "loss": 4.99789, "time": 0.60232}
{"mode": "train", "epoch": 145, "iter": 2400, "lr": 0.00031, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.65188, "top5_acc": 0.86547, "loss_cls": 4.96688, "loss": 4.96688, "time": 0.60328}
{"mode": "train", "epoch": 145, "iter": 2500, "lr": 0.00031, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65406, "top5_acc": 0.86062, "loss_cls": 4.97987, "loss": 4.97987, "time": 0.60169}
{"mode": "train", "epoch": 145, "iter": 2600, "lr": 0.00031, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65797, "top5_acc": 0.86109, "loss_cls": 4.97194, "loss": 4.97194, "time": 0.60427}
{"mode": "train", "epoch": 145, "iter": 2700, "lr": 0.00031, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.64438, "top5_acc": 0.85625, "loss_cls": 5.00874, "loss": 5.00874, "time": 0.60257}
{"mode": "train", "epoch": 145, "iter": 2800, "lr": 0.0003, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.65188, "top5_acc": 0.86188, "loss_cls": 4.98208, "loss": 4.98208, "time": 0.60205}
{"mode": "train", "epoch": 145, "iter": 2900, "lr": 0.0003, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65109, "top5_acc": 0.86125, "loss_cls": 4.97856, "loss": 4.97856, "time": 0.60221}
{"mode": "train", "epoch": 145, "iter": 3000, "lr": 0.0003, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65375, "top5_acc": 0.865, "loss_cls": 4.97313, "loss": 4.97313, "time": 0.60014}
{"mode": "train", "epoch": 145, "iter": 3100, "lr": 0.00029, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.65422, "top5_acc": 0.86562, "loss_cls": 4.95686, "loss": 4.95686, "time": 0.60065}
{"mode": "train", "epoch": 145, "iter": 3200, "lr": 0.00029, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65469, "top5_acc": 0.86375, "loss_cls": 4.97331, "loss": 4.97331, "time": 0.60149}
{"mode": "train", "epoch": 145, "iter": 3300, "lr": 0.00029, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.64922, "top5_acc": 0.85531, "loss_cls": 4.99266, "loss": 4.99266, "time": 0.60013}
{"mode": "train", "epoch": 145, "iter": 3400, "lr": 0.00028, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.65047, "top5_acc": 0.86391, "loss_cls": 4.97647, "loss": 4.97647, "time": 0.60142}
{"mode": "train", "epoch": 145, "iter": 3500, "lr": 0.00028, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65297, "top5_acc": 0.85875, "loss_cls": 4.98941, "loss": 4.98941, "time": 0.60048}
{"mode": "train", "epoch": 145, "iter": 3600, "lr": 0.00028, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.64453, "top5_acc": 0.86203, "loss_cls": 5.00452, "loss": 5.00452, "time": 0.60084}
{"mode": "train", "epoch": 145, "iter": 3700, "lr": 0.00028, "memory": 16177, "data_time": 0.0005, "top1_acc": 0.65016, "top5_acc": 0.86781, "loss_cls": 4.96354, "loss": 4.96354, "time": 0.60959}
{"mode": "val", "epoch": 145, "iter": 309, "lr": 0.00027, "top1_acc": 0.45895, "top5_acc": 0.70025, "mean_class_accuracy": 0.45868}
{"mode": "train", "epoch": 146, "iter": 100, "lr": 0.00027, "memory": 16177, "data_time": 1.39623, "top1_acc": 0.67453, "top5_acc": 0.86844, "loss_cls": 4.90323, "loss": 4.90323, "time": 1.98715}
{"mode": "train", "epoch": 146, "iter": 200, "lr": 0.00027, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67031, "top5_acc": 0.87438, "loss_cls": 4.89896, "loss": 4.89896, "time": 0.5902}
{"mode": "train", "epoch": 146, "iter": 300, "lr": 0.00027, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67516, "top5_acc": 0.88312, "loss_cls": 4.88305, "loss": 4.88305, "time": 0.595}
{"mode": "train", "epoch": 146, "iter": 400, "lr": 0.00026, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65891, "top5_acc": 0.86141, "loss_cls": 4.96042, "loss": 4.96042, "time": 0.60308}
{"mode": "train", "epoch": 146, "iter": 500, "lr": 0.00026, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.65875, "top5_acc": 0.8725, "loss_cls": 4.93097, "loss": 4.93097, "time": 0.6045}
{"mode": "train", "epoch": 146, "iter": 600, "lr": 0.00026, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.67156, "top5_acc": 0.87, "loss_cls": 4.91768, "loss": 4.91768, "time": 0.61055}
{"mode": "train", "epoch": 146, "iter": 700, "lr": 0.00025, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.65688, "top5_acc": 0.86234, "loss_cls": 4.95407, "loss": 4.95407, "time": 0.60298}
{"mode": "train", "epoch": 146, "iter": 800, "lr": 0.00025, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.66359, "top5_acc": 0.8725, "loss_cls": 4.92283, "loss": 4.92283, "time": 0.60551}
{"mode": "train", "epoch": 146, "iter": 900, "lr": 0.00025, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.66469, "top5_acc": 0.87109, "loss_cls": 4.93873, "loss": 4.93873, "time": 0.6116}
{"mode": "train", "epoch": 146, "iter": 1000, "lr": 0.00025, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.66953, "top5_acc": 0.86766, "loss_cls": 4.93419, "loss": 4.93419, "time": 0.60669}
{"mode": "train", "epoch": 146, "iter": 1100, "lr": 0.00024, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.66531, "top5_acc": 0.87219, "loss_cls": 4.93752, "loss": 4.93752, "time": 0.59967}
{"mode": "train", "epoch": 146, "iter": 1200, "lr": 0.00024, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.65953, "top5_acc": 0.87422, "loss_cls": 4.91541, "loss": 4.91541, "time": 0.60353}
{"mode": "train", "epoch": 146, "iter": 1300, "lr": 0.00024, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67484, "top5_acc": 0.87547, "loss_cls": 4.88512, "loss": 4.88512, "time": 0.60829}
{"mode": "train", "epoch": 146, "iter": 1400, "lr": 0.00023, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.66328, "top5_acc": 0.86797, "loss_cls": 4.93284, "loss": 4.93284, "time": 0.59877}
{"mode": "train", "epoch": 146, "iter": 1500, "lr": 0.00023, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.65797, "top5_acc": 0.86281, "loss_cls": 4.96136, "loss": 4.96136, "time": 0.60405}
{"mode": "train", "epoch": 146, "iter": 1600, "lr": 0.00023, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.65406, "top5_acc": 0.86219, "loss_cls": 4.95967, "loss": 4.95967, "time": 0.59981}
{"mode": "train", "epoch": 146, "iter": 1700, "lr": 0.00023, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.65406, "top5_acc": 0.86297, "loss_cls": 4.98184, "loss": 4.98184, "time": 0.60142}
{"mode": "train", "epoch": 146, "iter": 1800, "lr": 0.00022, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66344, "top5_acc": 0.86859, "loss_cls": 4.91967, "loss": 4.91967, "time": 0.59761}
{"mode": "train", "epoch": 146, "iter": 1900, "lr": 0.00022, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.65, "top5_acc": 0.86625, "loss_cls": 4.97358, "loss": 4.97358, "time": 0.60081}
{"mode": "train", "epoch": 146, "iter": 2000, "lr": 0.00022, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65828, "top5_acc": 0.87, "loss_cls": 4.94375, "loss": 4.94375, "time": 0.60152}
{"mode": "train", "epoch": 146, "iter": 2100, "lr": 0.00022, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.65969, "top5_acc": 0.87484, "loss_cls": 4.9201, "loss": 4.9201, "time": 0.60771}
{"mode": "train", "epoch": 146, "iter": 2200, "lr": 0.00021, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.65953, "top5_acc": 0.87062, "loss_cls": 4.9334, "loss": 4.9334, "time": 0.6045}
{"mode": "train", "epoch": 146, "iter": 2300, "lr": 0.00021, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.64281, "top5_acc": 0.85453, "loss_cls": 5.00153, "loss": 5.00153, "time": 0.60063}
{"mode": "train", "epoch": 146, "iter": 2400, "lr": 0.00021, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.66312, "top5_acc": 0.8725, "loss_cls": 4.93443, "loss": 4.93443, "time": 0.60173}
{"mode": "train", "epoch": 146, "iter": 2500, "lr": 0.00021, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.66094, "top5_acc": 0.86672, "loss_cls": 4.94722, "loss": 4.94722, "time": 0.60198}
{"mode": "train", "epoch": 146, "iter": 2600, "lr": 0.0002, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65828, "top5_acc": 0.86922, "loss_cls": 4.92597, "loss": 4.92597, "time": 0.60135}
{"mode": "train", "epoch": 146, "iter": 2700, "lr": 0.0002, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.66469, "top5_acc": 0.87109, "loss_cls": 4.93431, "loss": 4.93431, "time": 0.60111}
{"mode": "train", "epoch": 146, "iter": 2800, "lr": 0.0002, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65156, "top5_acc": 0.86891, "loss_cls": 4.95235, "loss": 4.95235, "time": 0.59862}
{"mode": "train", "epoch": 146, "iter": 2900, "lr": 0.0002, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.65891, "top5_acc": 0.8675, "loss_cls": 4.94789, "loss": 4.94789, "time": 0.59831}
{"mode": "train", "epoch": 146, "iter": 3000, "lr": 0.00019, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65938, "top5_acc": 0.86703, "loss_cls": 4.9447, "loss": 4.9447, "time": 0.60044}
{"mode": "train", "epoch": 146, "iter": 3100, "lr": 0.00019, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.65781, "top5_acc": 0.86297, "loss_cls": 4.96135, "loss": 4.96135, "time": 0.60324}
{"mode": "train", "epoch": 146, "iter": 3200, "lr": 0.00019, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.65688, "top5_acc": 0.86609, "loss_cls": 4.95481, "loss": 4.95481, "time": 0.6002}
{"mode": "train", "epoch": 146, "iter": 3300, "lr": 0.00019, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.66953, "top5_acc": 0.87062, "loss_cls": 4.92083, "loss": 4.92083, "time": 0.60153}
{"mode": "train", "epoch": 146, "iter": 3400, "lr": 0.00018, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.65219, "top5_acc": 0.86328, "loss_cls": 4.9587, "loss": 4.9587, "time": 0.6001}
{"mode": "train", "epoch": 146, "iter": 3500, "lr": 0.00018, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.65953, "top5_acc": 0.87578, "loss_cls": 4.92862, "loss": 4.92862, "time": 0.59993}
{"mode": "train", "epoch": 146, "iter": 3600, "lr": 0.00018, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.65734, "top5_acc": 0.86828, "loss_cls": 4.94163, "loss": 4.94163, "time": 0.6057}
{"mode": "train", "epoch": 146, "iter": 3700, "lr": 0.00018, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66844, "top5_acc": 0.86938, "loss_cls": 4.94247, "loss": 4.94247, "time": 0.60872}
{"mode": "val", "epoch": 146, "iter": 309, "lr": 0.00018, "top1_acc": 0.46163, "top5_acc": 0.70238, "mean_class_accuracy": 0.46139}
{"mode": "train", "epoch": 147, "iter": 100, "lr": 0.00017, "memory": 16177, "data_time": 1.48152, "top1_acc": 0.67406, "top5_acc": 0.87766, "loss_cls": 4.89657, "loss": 4.89657, "time": 2.07031}
{"mode": "train", "epoch": 147, "iter": 200, "lr": 0.00017, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66516, "top5_acc": 0.875, "loss_cls": 4.91707, "loss": 4.91707, "time": 0.59432}
{"mode": "train", "epoch": 147, "iter": 300, "lr": 0.00017, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66922, "top5_acc": 0.87094, "loss_cls": 4.90587, "loss": 4.90587, "time": 0.59582}
{"mode": "train", "epoch": 147, "iter": 400, "lr": 0.00017, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68078, "top5_acc": 0.8825, "loss_cls": 4.86172, "loss": 4.86172, "time": 0.59895}
{"mode": "train", "epoch": 147, "iter": 500, "lr": 0.00016, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.66938, "top5_acc": 0.87328, "loss_cls": 4.9103, "loss": 4.9103, "time": 0.60646}
{"mode": "train", "epoch": 147, "iter": 600, "lr": 0.00016, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66531, "top5_acc": 0.86953, "loss_cls": 4.92, "loss": 4.92, "time": 0.60738}
{"mode": "train", "epoch": 147, "iter": 700, "lr": 0.00016, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67641, "top5_acc": 0.87969, "loss_cls": 4.87321, "loss": 4.87321, "time": 0.59937}
{"mode": "train", "epoch": 147, "iter": 800, "lr": 0.00016, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.67453, "top5_acc": 0.87297, "loss_cls": 4.90241, "loss": 4.90241, "time": 0.60775}
{"mode": "train", "epoch": 147, "iter": 900, "lr": 0.00015, "memory": 16177, "data_time": 0.00055, "top1_acc": 0.66062, "top5_acc": 0.87109, "loss_cls": 4.91818, "loss": 4.91818, "time": 0.60468}
{"mode": "train", "epoch": 147, "iter": 1000, "lr": 0.00015, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.66609, "top5_acc": 0.87281, "loss_cls": 4.90963, "loss": 4.90963, "time": 0.60253}
{"mode": "train", "epoch": 147, "iter": 1100, "lr": 0.00015, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68109, "top5_acc": 0.87719, "loss_cls": 4.88357, "loss": 4.88357, "time": 0.60038}
{"mode": "train", "epoch": 147, "iter": 1200, "lr": 0.00015, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.67203, "top5_acc": 0.8675, "loss_cls": 4.91468, "loss": 4.91468, "time": 0.60499}
{"mode": "train", "epoch": 147, "iter": 1300, "lr": 0.00015, "memory": 16177, "data_time": 0.00049, "top1_acc": 0.67031, "top5_acc": 0.87172, "loss_cls": 4.89974, "loss": 4.89974, "time": 0.60208}
{"mode": "train", "epoch": 147, "iter": 1400, "lr": 0.00014, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67156, "top5_acc": 0.87547, "loss_cls": 4.89815, "loss": 4.89815, "time": 0.59873}
{"mode": "train", "epoch": 147, "iter": 1500, "lr": 0.00014, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66641, "top5_acc": 0.87188, "loss_cls": 4.91157, "loss": 4.91157, "time": 0.59663}
{"mode": "train", "epoch": 147, "iter": 1600, "lr": 0.00014, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67109, "top5_acc": 0.87047, "loss_cls": 4.91065, "loss": 4.91065, "time": 0.59901}
{"mode": "train", "epoch": 147, "iter": 1700, "lr": 0.00014, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66922, "top5_acc": 0.87672, "loss_cls": 4.91261, "loss": 4.91261, "time": 0.59881}
{"mode": "train", "epoch": 147, "iter": 1800, "lr": 0.00014, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66359, "top5_acc": 0.87453, "loss_cls": 4.91818, "loss": 4.91818, "time": 0.59928}
{"mode": "train", "epoch": 147, "iter": 1900, "lr": 0.00013, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.67031, "top5_acc": 0.86328, "loss_cls": 4.94146, "loss": 4.94146, "time": 0.59878}
{"mode": "train", "epoch": 147, "iter": 2000, "lr": 0.00013, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66719, "top5_acc": 0.86797, "loss_cls": 4.91491, "loss": 4.91491, "time": 0.59657}
{"mode": "train", "epoch": 147, "iter": 2100, "lr": 0.00013, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.67938, "top5_acc": 0.87656, "loss_cls": 4.8932, "loss": 4.8932, "time": 0.59915}
{"mode": "train", "epoch": 147, "iter": 2200, "lr": 0.00013, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.67156, "top5_acc": 0.87875, "loss_cls": 4.88143, "loss": 4.88143, "time": 0.599}
{"mode": "train", "epoch": 147, "iter": 2300, "lr": 0.00013, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.66953, "top5_acc": 0.87484, "loss_cls": 4.9045, "loss": 4.9045, "time": 0.59863}
{"mode": "train", "epoch": 147, "iter": 2400, "lr": 0.00012, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.66594, "top5_acc": 0.8675, "loss_cls": 4.91467, "loss": 4.91467, "time": 0.59375}
{"mode": "train", "epoch": 147, "iter": 2500, "lr": 0.00012, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.6775, "top5_acc": 0.87188, "loss_cls": 4.89882, "loss": 4.89882, "time": 0.59614}
{"mode": "train", "epoch": 147, "iter": 2600, "lr": 0.00012, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.67391, "top5_acc": 0.87547, "loss_cls": 4.90358, "loss": 4.90358, "time": 0.60009}
{"mode": "train", "epoch": 147, "iter": 2700, "lr": 0.00012, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67391, "top5_acc": 0.87469, "loss_cls": 4.89734, "loss": 4.89734, "time": 0.59744}
{"mode": "train", "epoch": 147, "iter": 2800, "lr": 0.00012, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.66188, "top5_acc": 0.87156, "loss_cls": 4.9082, "loss": 4.9082, "time": 0.60124}
{"mode": "train", "epoch": 147, "iter": 2900, "lr": 0.00011, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67875, "top5_acc": 0.87656, "loss_cls": 4.88781, "loss": 4.88781, "time": 0.59922}
{"mode": "train", "epoch": 147, "iter": 3000, "lr": 0.00011, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.66922, "top5_acc": 0.87672, "loss_cls": 4.90538, "loss": 4.90538, "time": 0.59684}
{"mode": "train", "epoch": 147, "iter": 3100, "lr": 0.00011, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.66453, "top5_acc": 0.87062, "loss_cls": 4.9338, "loss": 4.9338, "time": 0.59844}
{"mode": "train", "epoch": 147, "iter": 3200, "lr": 0.00011, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.66984, "top5_acc": 0.875, "loss_cls": 4.90106, "loss": 4.90106, "time": 0.597}
{"mode": "train", "epoch": 147, "iter": 3300, "lr": 0.00011, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67172, "top5_acc": 0.87328, "loss_cls": 4.89239, "loss": 4.89239, "time": 0.5983}
{"mode": "train", "epoch": 147, "iter": 3400, "lr": 0.0001, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67359, "top5_acc": 0.87469, "loss_cls": 4.89555, "loss": 4.89555, "time": 0.60229}
{"mode": "train", "epoch": 147, "iter": 3500, "lr": 0.0001, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67297, "top5_acc": 0.87641, "loss_cls": 4.90338, "loss": 4.90338, "time": 0.60544}
{"mode": "train", "epoch": 147, "iter": 3600, "lr": 0.0001, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.67172, "top5_acc": 0.87812, "loss_cls": 4.88066, "loss": 4.88066, "time": 0.6046}
{"mode": "train", "epoch": 147, "iter": 3700, "lr": 0.0001, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66812, "top5_acc": 0.87281, "loss_cls": 4.9108, "loss": 4.9108, "time": 0.60468}
{"mode": "val", "epoch": 147, "iter": 309, "lr": 0.0001, "top1_acc": 0.4629, "top5_acc": 0.70217, "mean_class_accuracy": 0.46264}
{"mode": "train", "epoch": 148, "iter": 100, "lr": 0.0001, "memory": 16177, "data_time": 1.37062, "top1_acc": 0.67203, "top5_acc": 0.87078, "loss_cls": 4.91082, "loss": 4.91082, "time": 1.96033}
{"mode": "train", "epoch": 148, "iter": 200, "lr": 0.0001, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.67672, "top5_acc": 0.87312, "loss_cls": 4.89479, "loss": 4.89479, "time": 0.59814}
{"mode": "train", "epoch": 148, "iter": 300, "lr": 9e-05, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.68828, "top5_acc": 0.88281, "loss_cls": 4.83845, "loss": 4.83845, "time": 0.59965}
{"mode": "train", "epoch": 148, "iter": 400, "lr": 9e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.685, "top5_acc": 0.88484, "loss_cls": 4.8546, "loss": 4.8546, "time": 0.60374}
{"mode": "train", "epoch": 148, "iter": 500, "lr": 9e-05, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.67906, "top5_acc": 0.88234, "loss_cls": 4.84105, "loss": 4.84105, "time": 0.6098}
{"mode": "train", "epoch": 148, "iter": 600, "lr": 9e-05, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.67688, "top5_acc": 0.87906, "loss_cls": 4.87366, "loss": 4.87366, "time": 0.60756}
{"mode": "train", "epoch": 148, "iter": 700, "lr": 9e-05, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.68406, "top5_acc": 0.88172, "loss_cls": 4.85466, "loss": 4.85466, "time": 0.60647}
{"mode": "train", "epoch": 148, "iter": 800, "lr": 9e-05, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.68312, "top5_acc": 0.88141, "loss_cls": 4.85491, "loss": 4.85491, "time": 0.60414}
{"mode": "train", "epoch": 148, "iter": 900, "lr": 8e-05, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.68219, "top5_acc": 0.87672, "loss_cls": 4.86361, "loss": 4.86361, "time": 0.60465}
{"mode": "train", "epoch": 148, "iter": 1000, "lr": 8e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67359, "top5_acc": 0.87422, "loss_cls": 4.89572, "loss": 4.89572, "time": 0.59995}
{"mode": "train", "epoch": 148, "iter": 1100, "lr": 8e-05, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.67484, "top5_acc": 0.87328, "loss_cls": 4.90556, "loss": 4.90556, "time": 0.60136}
{"mode": "train", "epoch": 148, "iter": 1200, "lr": 8e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68484, "top5_acc": 0.88484, "loss_cls": 4.84818, "loss": 4.84818, "time": 0.60879}
{"mode": "train", "epoch": 148, "iter": 1300, "lr": 8e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.68078, "top5_acc": 0.88125, "loss_cls": 4.86678, "loss": 4.86678, "time": 0.60402}
{"mode": "train", "epoch": 148, "iter": 1400, "lr": 8e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67219, "top5_acc": 0.86562, "loss_cls": 4.91668, "loss": 4.91668, "time": 0.59901}
{"mode": "train", "epoch": 148, "iter": 1500, "lr": 7e-05, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.67172, "top5_acc": 0.87422, "loss_cls": 4.88528, "loss": 4.88528, "time": 0.59995}
{"mode": "train", "epoch": 148, "iter": 1600, "lr": 7e-05, "memory": 16177, "data_time": 0.00041, "top1_acc": 0.67391, "top5_acc": 0.87609, "loss_cls": 4.896, "loss": 4.896, "time": 0.60205}
{"mode": "train", "epoch": 148, "iter": 1700, "lr": 7e-05, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.67234, "top5_acc": 0.87547, "loss_cls": 4.8995, "loss": 4.8995, "time": 0.59972}
{"mode": "train", "epoch": 148, "iter": 1800, "lr": 7e-05, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.67047, "top5_acc": 0.87828, "loss_cls": 4.88891, "loss": 4.88891, "time": 0.59989}
{"mode": "train", "epoch": 148, "iter": 1900, "lr": 7e-05, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.67938, "top5_acc": 0.87969, "loss_cls": 4.88387, "loss": 4.88387, "time": 0.59893}
{"mode": "train", "epoch": 148, "iter": 2000, "lr": 7e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67172, "top5_acc": 0.87469, "loss_cls": 4.88283, "loss": 4.88283, "time": 0.59989}
{"mode": "train", "epoch": 148, "iter": 2100, "lr": 7e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67781, "top5_acc": 0.87375, "loss_cls": 4.88827, "loss": 4.88827, "time": 0.60423}
{"mode": "train", "epoch": 148, "iter": 2200, "lr": 6e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.66922, "top5_acc": 0.87406, "loss_cls": 4.89887, "loss": 4.89887, "time": 0.60047}
{"mode": "train", "epoch": 148, "iter": 2300, "lr": 6e-05, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.67562, "top5_acc": 0.87766, "loss_cls": 4.87776, "loss": 4.87776, "time": 0.60001}
{"mode": "train", "epoch": 148, "iter": 2400, "lr": 6e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67938, "top5_acc": 0.87969, "loss_cls": 4.87178, "loss": 4.87178, "time": 0.60097}
{"mode": "train", "epoch": 148, "iter": 2500, "lr": 6e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.6725, "top5_acc": 0.87422, "loss_cls": 4.88809, "loss": 4.88809, "time": 0.60126}
{"mode": "train", "epoch": 148, "iter": 2600, "lr": 6e-05, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.67859, "top5_acc": 0.87547, "loss_cls": 4.87575, "loss": 4.87575, "time": 0.60101}
{"mode": "train", "epoch": 148, "iter": 2700, "lr": 6e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67312, "top5_acc": 0.87859, "loss_cls": 4.88611, "loss": 4.88611, "time": 0.60232}
{"mode": "train", "epoch": 148, "iter": 2800, "lr": 6e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67625, "top5_acc": 0.87406, "loss_cls": 4.88347, "loss": 4.88347, "time": 0.601}
{"mode": "train", "epoch": 148, "iter": 2900, "lr": 5e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67547, "top5_acc": 0.87625, "loss_cls": 4.88189, "loss": 4.88189, "time": 0.60237}
{"mode": "train", "epoch": 148, "iter": 3000, "lr": 5e-05, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.67578, "top5_acc": 0.87891, "loss_cls": 4.87412, "loss": 4.87412, "time": 0.6003}
{"mode": "train", "epoch": 148, "iter": 3100, "lr": 5e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68328, "top5_acc": 0.88, "loss_cls": 4.87107, "loss": 4.87107, "time": 0.6025}
{"mode": "train", "epoch": 148, "iter": 3200, "lr": 5e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.68219, "top5_acc": 0.87984, "loss_cls": 4.85761, "loss": 4.85761, "time": 0.60174}
{"mode": "train", "epoch": 148, "iter": 3300, "lr": 5e-05, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.66906, "top5_acc": 0.87125, "loss_cls": 4.89385, "loss": 4.89385, "time": 0.60176}
{"mode": "train", "epoch": 148, "iter": 3400, "lr": 5e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67344, "top5_acc": 0.87516, "loss_cls": 4.89658, "loss": 4.89658, "time": 0.60175}
{"mode": "train", "epoch": 148, "iter": 3500, "lr": 5e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67844, "top5_acc": 0.87812, "loss_cls": 4.88987, "loss": 4.88987, "time": 0.60564}
{"mode": "train", "epoch": 148, "iter": 3600, "lr": 5e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67672, "top5_acc": 0.87547, "loss_cls": 4.8804, "loss": 4.8804, "time": 0.60933}
{"mode": "train", "epoch": 148, "iter": 3700, "lr": 4e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67781, "top5_acc": 0.87703, "loss_cls": 4.88014, "loss": 4.88014, "time": 0.60365}
{"mode": "val", "epoch": 148, "iter": 309, "lr": 4e-05, "top1_acc": 0.4628, "top5_acc": 0.70364, "mean_class_accuracy": 0.46254}
{"mode": "train", "epoch": 149, "iter": 100, "lr": 4e-05, "memory": 16177, "data_time": 1.43882, "top1_acc": 0.67219, "top5_acc": 0.87156, "loss_cls": 4.89992, "loss": 4.89992, "time": 2.0315}
{"mode": "train", "epoch": 149, "iter": 200, "lr": 4e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.67891, "top5_acc": 0.87875, "loss_cls": 4.85987, "loss": 4.85987, "time": 0.5953}
{"mode": "train", "epoch": 149, "iter": 300, "lr": 4e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.68031, "top5_acc": 0.87797, "loss_cls": 4.86721, "loss": 4.86721, "time": 0.59666}
{"mode": "train", "epoch": 149, "iter": 400, "lr": 4e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67734, "top5_acc": 0.88047, "loss_cls": 4.87949, "loss": 4.87949, "time": 0.60021}
{"mode": "train", "epoch": 149, "iter": 500, "lr": 4e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68953, "top5_acc": 0.88359, "loss_cls": 4.82536, "loss": 4.82536, "time": 0.60563}
{"mode": "train", "epoch": 149, "iter": 600, "lr": 4e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.68797, "top5_acc": 0.88547, "loss_cls": 4.83538, "loss": 4.83538, "time": 0.60459}
{"mode": "train", "epoch": 149, "iter": 700, "lr": 4e-05, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.68, "top5_acc": 0.88, "loss_cls": 4.85964, "loss": 4.85964, "time": 0.61351}
{"mode": "train", "epoch": 149, "iter": 800, "lr": 4e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68047, "top5_acc": 0.88328, "loss_cls": 4.858, "loss": 4.858, "time": 0.60381}
{"mode": "train", "epoch": 149, "iter": 900, "lr": 3e-05, "memory": 16177, "data_time": 0.00039, "top1_acc": 0.68031, "top5_acc": 0.87625, "loss_cls": 4.88847, "loss": 4.88847, "time": 0.60367}
{"mode": "train", "epoch": 149, "iter": 1000, "lr": 3e-05, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.68859, "top5_acc": 0.88172, "loss_cls": 4.84519, "loss": 4.84519, "time": 0.60146}
{"mode": "train", "epoch": 149, "iter": 1100, "lr": 3e-05, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.68844, "top5_acc": 0.88047, "loss_cls": 4.86521, "loss": 4.86521, "time": 0.60494}
{"mode": "train", "epoch": 149, "iter": 1200, "lr": 3e-05, "memory": 16177, "data_time": 0.00064, "top1_acc": 0.68078, "top5_acc": 0.88, "loss_cls": 4.86803, "loss": 4.86803, "time": 0.61344}
{"mode": "train", "epoch": 149, "iter": 1300, "lr": 3e-05, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.68297, "top5_acc": 0.87312, "loss_cls": 4.87302, "loss": 4.87302, "time": 0.60392}
{"mode": "train", "epoch": 149, "iter": 1400, "lr": 3e-05, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.67797, "top5_acc": 0.88094, "loss_cls": 4.85477, "loss": 4.85477, "time": 0.60114}
{"mode": "train", "epoch": 149, "iter": 1500, "lr": 3e-05, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.68, "top5_acc": 0.87641, "loss_cls": 4.85936, "loss": 4.85936, "time": 0.60613}
{"mode": "train", "epoch": 149, "iter": 1600, "lr": 3e-05, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.69172, "top5_acc": 0.87953, "loss_cls": 4.86092, "loss": 4.86092, "time": 0.60164}
{"mode": "train", "epoch": 149, "iter": 1700, "lr": 3e-05, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.68047, "top5_acc": 0.87703, "loss_cls": 4.88069, "loss": 4.88069, "time": 0.6023}
{"mode": "train", "epoch": 149, "iter": 1800, "lr": 3e-05, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.66844, "top5_acc": 0.88109, "loss_cls": 4.87772, "loss": 4.87772, "time": 0.60457}
{"mode": "train", "epoch": 149, "iter": 1900, "lr": 2e-05, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.67594, "top5_acc": 0.8725, "loss_cls": 4.90066, "loss": 4.90066, "time": 0.60128}
{"mode": "train", "epoch": 149, "iter": 2000, "lr": 2e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67281, "top5_acc": 0.8775, "loss_cls": 4.87346, "loss": 4.87346, "time": 0.59738}
{"mode": "train", "epoch": 149, "iter": 2100, "lr": 2e-05, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.68719, "top5_acc": 0.875, "loss_cls": 4.86386, "loss": 4.86386, "time": 0.60181}
{"mode": "train", "epoch": 149, "iter": 2200, "lr": 2e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68266, "top5_acc": 0.87938, "loss_cls": 4.86536, "loss": 4.86536, "time": 0.59911}
{"mode": "train", "epoch": 149, "iter": 2300, "lr": 2e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68859, "top5_acc": 0.88609, "loss_cls": 4.83119, "loss": 4.83119, "time": 0.60226}
{"mode": "train", "epoch": 149, "iter": 2400, "lr": 2e-05, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.67609, "top5_acc": 0.87672, "loss_cls": 4.86678, "loss": 4.86678, "time": 0.60493}
{"mode": "train", "epoch": 149, "iter": 2500, "lr": 2e-05, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.67766, "top5_acc": 0.87625, "loss_cls": 4.87741, "loss": 4.87741, "time": 0.61044}
{"mode": "train", "epoch": 149, "iter": 2600, "lr": 2e-05, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.68578, "top5_acc": 0.88047, "loss_cls": 4.84833, "loss": 4.84833, "time": 0.60093}
{"mode": "train", "epoch": 149, "iter": 2700, "lr": 2e-05, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.68109, "top5_acc": 0.88562, "loss_cls": 4.84964, "loss": 4.84964, "time": 0.60304}
{"mode": "train", "epoch": 149, "iter": 2800, "lr": 2e-05, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.68, "top5_acc": 0.8825, "loss_cls": 4.84041, "loss": 4.84041, "time": 0.59885}
{"mode": "train", "epoch": 149, "iter": 2900, "lr": 2e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.68375, "top5_acc": 0.88141, "loss_cls": 4.85699, "loss": 4.85699, "time": 0.59935}
{"mode": "train", "epoch": 149, "iter": 3000, "lr": 2e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67359, "top5_acc": 0.87797, "loss_cls": 4.87346, "loss": 4.87346, "time": 0.60001}
{"mode": "train", "epoch": 149, "iter": 3100, "lr": 2e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.67391, "top5_acc": 0.88297, "loss_cls": 4.86469, "loss": 4.86469, "time": 0.59821}
{"mode": "train", "epoch": 149, "iter": 3200, "lr": 1e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67688, "top5_acc": 0.87531, "loss_cls": 4.88845, "loss": 4.88845, "time": 0.59877}
{"mode": "train", "epoch": 149, "iter": 3300, "lr": 1e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68547, "top5_acc": 0.88422, "loss_cls": 4.85193, "loss": 4.85193, "time": 0.59766}
{"mode": "train", "epoch": 149, "iter": 3400, "lr": 1e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68234, "top5_acc": 0.88016, "loss_cls": 4.8483, "loss": 4.8483, "time": 0.59762}
{"mode": "train", "epoch": 149, "iter": 3500, "lr": 1e-05, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.67375, "top5_acc": 0.87547, "loss_cls": 4.87387, "loss": 4.87387, "time": 0.59767}
{"mode": "train", "epoch": 149, "iter": 3600, "lr": 1e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67531, "top5_acc": 0.87641, "loss_cls": 4.87936, "loss": 4.87936, "time": 0.59696}
{"mode": "train", "epoch": 149, "iter": 3700, "lr": 1e-05, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.6825, "top5_acc": 0.87906, "loss_cls": 4.85396, "loss": 4.85396, "time": 0.59504}
{"mode": "val", "epoch": 149, "iter": 309, "lr": 1e-05, "top1_acc": 0.463, "top5_acc": 0.70329, "mean_class_accuracy": 0.46274}
{"mode": "train", "epoch": 150, "iter": 100, "lr": 1e-05, "memory": 16177, "data_time": 1.47239, "top1_acc": 0.67797, "top5_acc": 0.88156, "loss_cls": 4.87063, "loss": 4.87063, "time": 2.06522}
{"mode": "train", "epoch": 150, "iter": 200, "lr": 1e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.68453, "top5_acc": 0.87328, "loss_cls": 4.86687, "loss": 4.86687, "time": 0.59454}
{"mode": "train", "epoch": 150, "iter": 300, "lr": 1e-05, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68016, "top5_acc": 0.87859, "loss_cls": 4.86286, "loss": 4.86286, "time": 0.59885}
{"mode": "train", "epoch": 150, "iter": 400, "lr": 1e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.68391, "top5_acc": 0.87875, "loss_cls": 4.85131, "loss": 4.85131, "time": 0.59901}
{"mode": "train", "epoch": 150, "iter": 500, "lr": 1e-05, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.68875, "top5_acc": 0.88141, "loss_cls": 4.85901, "loss": 4.85901, "time": 0.60057}
{"mode": "train", "epoch": 150, "iter": 600, "lr": 1e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68516, "top5_acc": 0.88031, "loss_cls": 4.84573, "loss": 4.84573, "time": 0.60321}
{"mode": "train", "epoch": 150, "iter": 700, "lr": 1e-05, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.69391, "top5_acc": 0.87516, "loss_cls": 4.84829, "loss": 4.84829, "time": 0.60565}
{"mode": "train", "epoch": 150, "iter": 800, "lr": 1e-05, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.67469, "top5_acc": 0.87156, "loss_cls": 4.89255, "loss": 4.89255, "time": 0.60807}
{"mode": "train", "epoch": 150, "iter": 900, "lr": 1e-05, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.68516, "top5_acc": 0.88219, "loss_cls": 4.84706, "loss": 4.84706, "time": 0.60365}
{"mode": "train", "epoch": 150, "iter": 1000, "lr": 1e-05, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.69344, "top5_acc": 0.88094, "loss_cls": 4.8425, "loss": 4.8425, "time": 0.60243}
{"mode": "train", "epoch": 150, "iter": 1100, "lr": 1e-05, "memory": 16177, "data_time": 0.00044, "top1_acc": 0.68281, "top5_acc": 0.88219, "loss_cls": 4.85447, "loss": 4.85447, "time": 0.59954}
{"mode": "train", "epoch": 150, "iter": 1200, "lr": 1e-05, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.68219, "top5_acc": 0.87328, "loss_cls": 4.88529, "loss": 4.88529, "time": 0.60209}
{"mode": "train", "epoch": 150, "iter": 1300, "lr": 0.0, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.68891, "top5_acc": 0.88562, "loss_cls": 4.83295, "loss": 4.83295, "time": 0.59988}
{"mode": "train", "epoch": 150, "iter": 1400, "lr": 0.0, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.67688, "top5_acc": 0.87703, "loss_cls": 4.8694, "loss": 4.8694, "time": 0.60095}
{"mode": "train", "epoch": 150, "iter": 1500, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.685, "top5_acc": 0.88172, "loss_cls": 4.83948, "loss": 4.83948, "time": 0.59844}
{"mode": "train", "epoch": 150, "iter": 1600, "lr": 0.0, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67938, "top5_acc": 0.87438, "loss_cls": 4.87712, "loss": 4.87712, "time": 0.59793}
{"mode": "train", "epoch": 150, "iter": 1700, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67688, "top5_acc": 0.87328, "loss_cls": 4.88225, "loss": 4.88225, "time": 0.59846}
{"mode": "train", "epoch": 150, "iter": 1800, "lr": 0.0, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.69359, "top5_acc": 0.88594, "loss_cls": 4.83474, "loss": 4.83474, "time": 0.59854}
{"mode": "train", "epoch": 150, "iter": 1900, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68391, "top5_acc": 0.88188, "loss_cls": 4.84911, "loss": 4.84911, "time": 0.59898}
{"mode": "train", "epoch": 150, "iter": 2000, "lr": 0.0, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.67891, "top5_acc": 0.88188, "loss_cls": 4.86866, "loss": 4.86866, "time": 0.59707}
{"mode": "train", "epoch": 150, "iter": 2100, "lr": 0.0, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.68766, "top5_acc": 0.88094, "loss_cls": 4.83943, "loss": 4.83943, "time": 0.6054}
{"mode": "train", "epoch": 150, "iter": 2200, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68875, "top5_acc": 0.87953, "loss_cls": 4.85236, "loss": 4.85236, "time": 0.60198}
{"mode": "train", "epoch": 150, "iter": 2300, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68688, "top5_acc": 0.87922, "loss_cls": 4.84891, "loss": 4.84891, "time": 0.60221}
{"mode": "train", "epoch": 150, "iter": 2400, "lr": 0.0, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.67547, "top5_acc": 0.88016, "loss_cls": 4.86303, "loss": 4.86303, "time": 0.60398}
{"mode": "train", "epoch": 150, "iter": 2500, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68078, "top5_acc": 0.88906, "loss_cls": 4.83856, "loss": 4.83856, "time": 0.59852}
{"mode": "train", "epoch": 150, "iter": 2600, "lr": 0.0, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.67547, "top5_acc": 0.8775, "loss_cls": 4.86516, "loss": 4.86516, "time": 0.60463}
{"mode": "train", "epoch": 150, "iter": 2700, "lr": 0.0, "memory": 16177, "data_time": 0.00046, "top1_acc": 0.68438, "top5_acc": 0.88312, "loss_cls": 4.84106, "loss": 4.84106, "time": 0.60124}
{"mode": "train", "epoch": 150, "iter": 2800, "lr": 0.0, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.68766, "top5_acc": 0.87875, "loss_cls": 4.83127, "loss": 4.83127, "time": 0.60473}
{"mode": "train", "epoch": 150, "iter": 2900, "lr": 0.0, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.67172, "top5_acc": 0.87516, "loss_cls": 4.87381, "loss": 4.87381, "time": 0.59897}
{"mode": "train", "epoch": 150, "iter": 3000, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67453, "top5_acc": 0.87047, "loss_cls": 4.90002, "loss": 4.90002, "time": 0.60003}
{"mode": "train", "epoch": 150, "iter": 3100, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.67469, "top5_acc": 0.87906, "loss_cls": 4.87509, "loss": 4.87509, "time": 0.59885}
{"mode": "train", "epoch": 150, "iter": 3200, "lr": 0.0, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.68484, "top5_acc": 0.88578, "loss_cls": 4.82968, "loss": 4.82968, "time": 0.59941}
{"mode": "train", "epoch": 150, "iter": 3300, "lr": 0.0, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.69047, "top5_acc": 0.88844, "loss_cls": 4.83089, "loss": 4.83089, "time": 0.59781}
{"mode": "train", "epoch": 150, "iter": 3400, "lr": 0.0, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.69062, "top5_acc": 0.88797, "loss_cls": 4.8318, "loss": 4.8318, "time": 0.59769}
{"mode": "train", "epoch": 150, "iter": 3500, "lr": 0.0, "memory": 16177, "data_time": 0.00025, "top1_acc": 0.68609, "top5_acc": 0.88344, "loss_cls": 4.84474, "loss": 4.84474, "time": 0.59609}
{"mode": "train", "epoch": 150, "iter": 3600, "lr": 0.0, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.68219, "top5_acc": 0.88062, "loss_cls": 4.85242, "loss": 4.85242, "time": 0.5936}
{"mode": "train", "epoch": 150, "iter": 3700, "lr": 0.0, "memory": 16177, "data_time": 0.00024, "top1_acc": 0.67844, "top5_acc": 0.88359, "loss_cls": 4.85613, "loss": 4.85613, "time": 0.59585}
{"mode": "val", "epoch": 150, "iter": 309, "lr": 0.0, "top1_acc": 0.46406, "top5_acc": 0.70395, "mean_class_accuracy": 0.46381}