diff --git "a/k400/j_3/20240101_134851.log.json" "b/k400/j_3/20240101_134851.log.json" new file mode 100644--- /dev/null +++ "b/k400/j_3/20240101_134851.log.json" @@ -0,0 +1,2775 @@ +{"pyskl_version": "0.1.0", "config": "modality = 'j'\ngraph = 'coco_new'\nwork_dir = './work_dirs/test_prototype/k400/j_3'\nmodel = dict(\n type='RecognizerGCN_7_1_1',\n backbone=dict(\n type='GCN_7_1_2',\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_12', 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=['j']),\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=['j']),\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=['j']),\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=['j']),\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=['j']),\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=['j']),\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 = 1335553009\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": 1335553009, "config_name": "j_3.py", "work_dir": "j_3", "hook_msgs": {"last_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/j_3/epoch_76.pth", "best_score": 0.24950615407992707, "best_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/j_3/best_top1_acc_epoch_74.pth"}, "epoch": 77, "iter": 288442, "mmcv_version": "1.5.0", "time": "Sun Dec 31 15:25:32 2023"} +{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.04788, "memory": 16180, "data_time": 1.42774, "top1_acc": 0.32203, "top5_acc": 0.58312, "loss_cls": 5.5168, "loss": 5.5168, "time": 2.03642} +{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.04785, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31766, "top5_acc": 0.59578, "loss_cls": 5.93947, "loss": 5.93947, "time": 0.59499} +{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.04782, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32, "top5_acc": 0.57906, "loss_cls": 6.25089, "loss": 6.25089, "time": 0.59467} +{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.04779, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31656, "top5_acc": 0.57219, "loss_cls": 6.12015, "loss": 6.12015, "time": 0.59818} +{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.04777, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32453, "top5_acc": 0.59375, "loss_cls": 5.90176, "loss": 5.90176, "time": 0.59634} +{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.04774, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31641, "top5_acc": 0.58281, "loss_cls": 5.84629, "loss": 5.84629, "time": 0.59589} +{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.04771, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31969, "top5_acc": 0.58219, "loss_cls": 5.79906, "loss": 5.79906, "time": 0.59879} +{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.04768, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31438, "top5_acc": 0.58125, "loss_cls": 5.73021, "loss": 5.73021, "time": 0.59757} +{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.04766, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31125, "top5_acc": 0.57984, "loss_cls": 5.69318, "loss": 5.69318, "time": 0.59865} +{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.04763, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30297, "top5_acc": 0.56828, "loss_cls": 5.76476, "loss": 5.76476, "time": 0.59617} +{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.0476, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31, "top5_acc": 0.57781, "loss_cls": 5.6665, "loss": 5.6665, "time": 0.59593} +{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.04757, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30328, "top5_acc": 0.57641, "loss_cls": 5.68533, "loss": 5.68533, "time": 0.59534} +{"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.04754, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32078, "top5_acc": 0.57875, "loss_cls": 5.60279, "loss": 5.60279, "time": 0.5969} +{"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.04752, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.31016, "top5_acc": 0.5775, "loss_cls": 5.66531, "loss": 5.66531, "time": 0.59701} +{"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.04749, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.305, "top5_acc": 0.56688, "loss_cls": 5.67593, "loss": 5.67593, "time": 0.59794} +{"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.04746, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31703, "top5_acc": 0.58094, "loss_cls": 5.57446, "loss": 5.57446, "time": 0.59465} +{"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.04743, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31797, "top5_acc": 0.57375, "loss_cls": 5.60876, "loss": 5.60876, "time": 0.5962} +{"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.0474, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30734, "top5_acc": 0.57172, "loss_cls": 5.61826, "loss": 5.61826, "time": 0.59579} +{"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.04738, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31609, "top5_acc": 0.58344, "loss_cls": 5.56774, "loss": 5.56774, "time": 0.59814} +{"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.04735, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31406, "top5_acc": 0.58125, "loss_cls": 5.58227, "loss": 5.58227, "time": 0.59859} +{"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.04732, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31297, "top5_acc": 0.57406, "loss_cls": 5.54961, "loss": 5.54961, "time": 0.5983} +{"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.04729, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30609, "top5_acc": 0.56078, "loss_cls": 5.6251, "loss": 5.6251, "time": 0.598} +{"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.04726, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32188, "top5_acc": 0.57375, "loss_cls": 5.57053, "loss": 5.57053, "time": 0.59444} +{"mode": "train", "epoch": 78, "iter": 2400, "lr": 0.04724, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30328, "top5_acc": 0.56609, "loss_cls": 5.60645, "loss": 5.60645, "time": 0.59811} +{"mode": "train", "epoch": 78, "iter": 2500, "lr": 0.04721, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31797, "top5_acc": 0.57859, "loss_cls": 5.56688, "loss": 5.56688, "time": 0.59593} +{"mode": "train", "epoch": 78, "iter": 2600, "lr": 0.04718, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30625, "top5_acc": 0.565, "loss_cls": 5.58935, "loss": 5.58935, "time": 0.59404} +{"mode": "train", "epoch": 78, "iter": 2700, "lr": 0.04715, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30469, "top5_acc": 0.57281, "loss_cls": 5.55304, "loss": 5.55304, "time": 0.59555} +{"mode": "train", "epoch": 78, "iter": 2800, "lr": 0.04712, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31609, "top5_acc": 0.56984, "loss_cls": 5.53818, "loss": 5.53818, "time": 0.59592} +{"mode": "train", "epoch": 78, "iter": 2900, "lr": 0.0471, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31625, "top5_acc": 0.57234, "loss_cls": 5.53857, "loss": 5.53857, "time": 0.59882} +{"mode": "train", "epoch": 78, "iter": 3000, "lr": 0.04707, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.32078, "top5_acc": 0.57844, "loss_cls": 5.53646, "loss": 5.53646, "time": 0.60262} +{"mode": "train", "epoch": 78, "iter": 3100, "lr": 0.04704, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29516, "top5_acc": 0.56312, "loss_cls": 5.60431, "loss": 5.60431, "time": 0.603} +{"mode": "train", "epoch": 78, "iter": 3200, "lr": 0.04701, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31203, "top5_acc": 0.56141, "loss_cls": 5.58629, "loss": 5.58629, "time": 0.60154} +{"mode": "train", "epoch": 78, "iter": 3300, "lr": 0.04699, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31328, "top5_acc": 0.58453, "loss_cls": 5.52208, "loss": 5.52208, "time": 0.59796} +{"mode": "train", "epoch": 78, "iter": 3400, "lr": 0.04696, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30703, "top5_acc": 0.56953, "loss_cls": 5.57563, "loss": 5.57563, "time": 0.60398} +{"mode": "train", "epoch": 78, "iter": 3500, "lr": 0.04693, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32719, "top5_acc": 0.58328, "loss_cls": 5.49042, "loss": 5.49042, "time": 0.60576} +{"mode": "train", "epoch": 78, "iter": 3600, "lr": 0.0469, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31844, "top5_acc": 0.58484, "loss_cls": 5.48538, "loss": 5.48538, "time": 0.59897} +{"mode": "train", "epoch": 78, "iter": 3700, "lr": 0.04687, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.30172, "top5_acc": 0.56219, "loss_cls": 5.60327, "loss": 5.60327, "time": 0.59948} +{"mode": "val", "epoch": 78, "iter": 309, "lr": 0.04686, "top1_acc": 0.26151, "top5_acc": 0.5095, "mean_class_accuracy": 0.26123} +{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.04683, "memory": 16180, "data_time": 1.33327, "top1_acc": 0.3225, "top5_acc": 0.58922, "loss_cls": 5.44768, "loss": 5.44768, "time": 1.92824} +{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.0468, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31859, "top5_acc": 0.57656, "loss_cls": 5.4796, "loss": 5.4796, "time": 0.594} +{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.04678, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31609, "top5_acc": 0.575, "loss_cls": 5.49912, "loss": 5.49912, "time": 0.59969} +{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.04675, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32922, "top5_acc": 0.58047, "loss_cls": 5.48255, "loss": 5.48255, "time": 0.60464} +{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.04672, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32234, "top5_acc": 0.58359, "loss_cls": 5.50475, "loss": 5.50475, "time": 0.60465} +{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.04669, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.31703, "top5_acc": 0.57438, "loss_cls": 5.52159, "loss": 5.52159, "time": 0.60578} +{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.04667, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.31891, "top5_acc": 0.58594, "loss_cls": 5.47332, "loss": 5.47332, "time": 0.60384} +{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.04664, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.32016, "top5_acc": 0.58047, "loss_cls": 5.4622, "loss": 5.4622, "time": 0.60027} +{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.04661, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32047, "top5_acc": 0.585, "loss_cls": 5.44919, "loss": 5.44919, "time": 0.59736} +{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.04658, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.3125, "top5_acc": 0.57703, "loss_cls": 5.49673, "loss": 5.49673, "time": 0.59867} +{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.04655, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29969, "top5_acc": 0.56609, "loss_cls": 5.5656, "loss": 5.5656, "time": 0.59782} +{"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.04653, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.30766, "top5_acc": 0.57922, "loss_cls": 5.50649, "loss": 5.50649, "time": 0.59902} +{"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.0465, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32484, "top5_acc": 0.5775, "loss_cls": 5.46597, "loss": 5.46597, "time": 0.59791} +{"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.04647, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32609, "top5_acc": 0.58469, "loss_cls": 5.46042, "loss": 5.46042, "time": 0.59898} +{"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.04644, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31188, "top5_acc": 0.56922, "loss_cls": 5.53039, "loss": 5.53039, "time": 0.59978} +{"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.04641, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31781, "top5_acc": 0.57344, "loss_cls": 5.5307, "loss": 5.5307, "time": 0.59728} +{"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.04639, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30734, "top5_acc": 0.56828, "loss_cls": 5.5327, "loss": 5.5327, "time": 0.59879} +{"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.04636, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31422, "top5_acc": 0.56922, "loss_cls": 5.52027, "loss": 5.52027, "time": 0.59498} +{"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.04633, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30594, "top5_acc": 0.56625, "loss_cls": 5.55239, "loss": 5.55239, "time": 0.59941} +{"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.0463, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.31906, "top5_acc": 0.57969, "loss_cls": 5.46846, "loss": 5.46846, "time": 0.59426} +{"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.04628, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32531, "top5_acc": 0.57859, "loss_cls": 5.47094, "loss": 5.47094, "time": 0.59672} +{"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.04625, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32219, "top5_acc": 0.58891, "loss_cls": 5.45712, "loss": 5.45712, "time": 0.59668} +{"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.04622, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31031, "top5_acc": 0.57063, "loss_cls": 5.49671, "loss": 5.49671, "time": 0.59738} +{"mode": "train", "epoch": 79, "iter": 2400, "lr": 0.04619, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32094, "top5_acc": 0.58109, "loss_cls": 5.468, "loss": 5.468, "time": 0.59767} +{"mode": "train", "epoch": 79, "iter": 2500, "lr": 0.04616, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31422, "top5_acc": 0.57344, "loss_cls": 5.5313, "loss": 5.5313, "time": 0.59765} +{"mode": "train", "epoch": 79, "iter": 2600, "lr": 0.04614, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31375, "top5_acc": 0.56719, "loss_cls": 5.5194, "loss": 5.5194, "time": 0.60047} +{"mode": "train", "epoch": 79, "iter": 2700, "lr": 0.04611, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31672, "top5_acc": 0.56875, "loss_cls": 5.50065, "loss": 5.50065, "time": 0.59721} +{"mode": "train", "epoch": 79, "iter": 2800, "lr": 0.04608, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31406, "top5_acc": 0.57469, "loss_cls": 5.50207, "loss": 5.50207, "time": 0.59597} +{"mode": "train", "epoch": 79, "iter": 2900, "lr": 0.04605, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.32078, "top5_acc": 0.57906, "loss_cls": 5.45583, "loss": 5.45583, "time": 0.59697} +{"mode": "train", "epoch": 79, "iter": 3000, "lr": 0.04602, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32062, "top5_acc": 0.58781, "loss_cls": 5.45358, "loss": 5.45358, "time": 0.59757} +{"mode": "train", "epoch": 79, "iter": 3100, "lr": 0.046, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30453, "top5_acc": 0.57016, "loss_cls": 5.512, "loss": 5.512, "time": 0.59713} +{"mode": "train", "epoch": 79, "iter": 3200, "lr": 0.04597, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31766, "top5_acc": 0.58875, "loss_cls": 5.44562, "loss": 5.44562, "time": 0.59567} +{"mode": "train", "epoch": 79, "iter": 3300, "lr": 0.04594, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30641, "top5_acc": 0.56969, "loss_cls": 5.51097, "loss": 5.51097, "time": 0.59556} +{"mode": "train", "epoch": 79, "iter": 3400, "lr": 0.04591, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32062, "top5_acc": 0.58062, "loss_cls": 5.45829, "loss": 5.45829, "time": 0.59641} +{"mode": "train", "epoch": 79, "iter": 3500, "lr": 0.04588, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32047, "top5_acc": 0.5775, "loss_cls": 5.44097, "loss": 5.44097, "time": 0.59898} +{"mode": "train", "epoch": 79, "iter": 3600, "lr": 0.04586, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.31609, "top5_acc": 0.57391, "loss_cls": 5.47741, "loss": 5.47741, "time": 0.59934} +{"mode": "train", "epoch": 79, "iter": 3700, "lr": 0.04583, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32375, "top5_acc": 0.58, "loss_cls": 5.48241, "loss": 5.48241, "time": 0.6019} +{"mode": "val", "epoch": 79, "iter": 309, "lr": 0.04582, "top1_acc": 0.26445, "top5_acc": 0.51, "mean_class_accuracy": 0.26427} +{"mode": "train", "epoch": 80, "iter": 100, "lr": 0.04579, "memory": 16180, "data_time": 1.42273, "top1_acc": 0.32094, "top5_acc": 0.59125, "loss_cls": 5.42439, "loss": 5.42439, "time": 2.02634} +{"mode": "train", "epoch": 80, "iter": 200, "lr": 0.04576, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32156, "top5_acc": 0.58828, "loss_cls": 5.4226, "loss": 5.4226, "time": 0.59953} +{"mode": "train", "epoch": 80, "iter": 300, "lr": 0.04573, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.31734, "top5_acc": 0.57609, "loss_cls": 5.46184, "loss": 5.46184, "time": 0.60529} +{"mode": "train", "epoch": 80, "iter": 400, "lr": 0.0457, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30938, "top5_acc": 0.57594, "loss_cls": 5.4947, "loss": 5.4947, "time": 0.59918} +{"mode": "train", "epoch": 80, "iter": 500, "lr": 0.04568, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.31625, "top5_acc": 0.58219, "loss_cls": 5.44913, "loss": 5.44913, "time": 0.60769} +{"mode": "train", "epoch": 80, "iter": 600, "lr": 0.04565, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.31828, "top5_acc": 0.58781, "loss_cls": 5.42776, "loss": 5.42776, "time": 0.60669} +{"mode": "train", "epoch": 80, "iter": 700, "lr": 0.04562, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.31672, "top5_acc": 0.57906, "loss_cls": 5.46979, "loss": 5.46979, "time": 0.60279} +{"mode": "train", "epoch": 80, "iter": 800, "lr": 0.04559, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.32375, "top5_acc": 0.59406, "loss_cls": 5.40679, "loss": 5.40679, "time": 0.59893} +{"mode": "train", "epoch": 80, "iter": 900, "lr": 0.04557, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31688, "top5_acc": 0.58406, "loss_cls": 5.44873, "loss": 5.44873, "time": 0.59701} +{"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.04554, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31547, "top5_acc": 0.58281, "loss_cls": 5.47046, "loss": 5.47046, "time": 0.59683} +{"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.04551, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32, "top5_acc": 0.5825, "loss_cls": 5.43677, "loss": 5.43677, "time": 0.59723} +{"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.04548, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31297, "top5_acc": 0.58156, "loss_cls": 5.44146, "loss": 5.44146, "time": 0.60294} +{"mode": "train", "epoch": 80, "iter": 1300, "lr": 0.04545, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3125, "top5_acc": 0.57359, "loss_cls": 5.50191, "loss": 5.50191, "time": 0.59425} +{"mode": "train", "epoch": 80, "iter": 1400, "lr": 0.04543, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31844, "top5_acc": 0.58188, "loss_cls": 5.45919, "loss": 5.45919, "time": 0.59667} +{"mode": "train", "epoch": 80, "iter": 1500, "lr": 0.0454, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30641, "top5_acc": 0.57563, "loss_cls": 5.46029, "loss": 5.46029, "time": 0.59417} +{"mode": "train", "epoch": 80, "iter": 1600, "lr": 0.04537, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32203, "top5_acc": 0.58344, "loss_cls": 5.44429, "loss": 5.44429, "time": 0.5995} +{"mode": "train", "epoch": 80, "iter": 1700, "lr": 0.04534, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31547, "top5_acc": 0.57938, "loss_cls": 5.44771, "loss": 5.44771, "time": 0.59887} +{"mode": "train", "epoch": 80, "iter": 1800, "lr": 0.04532, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32922, "top5_acc": 0.57922, "loss_cls": 5.44428, "loss": 5.44428, "time": 0.59611} +{"mode": "train", "epoch": 80, "iter": 1900, "lr": 0.04529, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31203, "top5_acc": 0.57844, "loss_cls": 5.49009, "loss": 5.49009, "time": 0.59374} +{"mode": "train", "epoch": 80, "iter": 2000, "lr": 0.04526, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31906, "top5_acc": 0.57312, "loss_cls": 5.48076, "loss": 5.48076, "time": 0.59379} +{"mode": "train", "epoch": 80, "iter": 2100, "lr": 0.04523, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.31828, "top5_acc": 0.57688, "loss_cls": 5.44707, "loss": 5.44707, "time": 0.59308} +{"mode": "train", "epoch": 80, "iter": 2200, "lr": 0.0452, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31781, "top5_acc": 0.5825, "loss_cls": 5.4287, "loss": 5.4287, "time": 0.59412} +{"mode": "train", "epoch": 80, "iter": 2300, "lr": 0.04518, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31312, "top5_acc": 0.58422, "loss_cls": 5.4519, "loss": 5.4519, "time": 0.5963} +{"mode": "train", "epoch": 80, "iter": 2400, "lr": 0.04515, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32656, "top5_acc": 0.57672, "loss_cls": 5.46389, "loss": 5.46389, "time": 0.59644} +{"mode": "train", "epoch": 80, "iter": 2500, "lr": 0.04512, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30438, "top5_acc": 0.56688, "loss_cls": 5.51948, "loss": 5.51948, "time": 0.59939} +{"mode": "train", "epoch": 80, "iter": 2600, "lr": 0.04509, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31922, "top5_acc": 0.58094, "loss_cls": 5.43072, "loss": 5.43072, "time": 0.5999} +{"mode": "train", "epoch": 80, "iter": 2700, "lr": 0.04506, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32188, "top5_acc": 0.57875, "loss_cls": 5.45344, "loss": 5.45344, "time": 0.59542} +{"mode": "train", "epoch": 80, "iter": 2800, "lr": 0.04504, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31781, "top5_acc": 0.57078, "loss_cls": 5.48029, "loss": 5.48029, "time": 0.59636} +{"mode": "train", "epoch": 80, "iter": 2900, "lr": 0.04501, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31922, "top5_acc": 0.58344, "loss_cls": 5.45457, "loss": 5.45457, "time": 0.59778} +{"mode": "train", "epoch": 80, "iter": 3000, "lr": 0.04498, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32875, "top5_acc": 0.59219, "loss_cls": 5.41491, "loss": 5.41491, "time": 0.59549} +{"mode": "train", "epoch": 80, "iter": 3100, "lr": 0.04495, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32219, "top5_acc": 0.57391, "loss_cls": 5.45679, "loss": 5.45679, "time": 0.59652} +{"mode": "train", "epoch": 80, "iter": 3200, "lr": 0.04493, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31359, "top5_acc": 0.58094, "loss_cls": 5.452, "loss": 5.452, "time": 0.59604} +{"mode": "train", "epoch": 80, "iter": 3300, "lr": 0.0449, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31797, "top5_acc": 0.58297, "loss_cls": 5.45321, "loss": 5.45321, "time": 0.59712} +{"mode": "train", "epoch": 80, "iter": 3400, "lr": 0.04487, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31688, "top5_acc": 0.57938, "loss_cls": 5.47827, "loss": 5.47827, "time": 0.59784} +{"mode": "train", "epoch": 80, "iter": 3500, "lr": 0.04484, "memory": 16180, "data_time": 0.0005, "top1_acc": 0.32594, "top5_acc": 0.57422, "loss_cls": 5.45245, "loss": 5.45245, "time": 0.60032} +{"mode": "train", "epoch": 80, "iter": 3600, "lr": 0.04481, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31797, "top5_acc": 0.57359, "loss_cls": 5.49936, "loss": 5.49936, "time": 0.60443} +{"mode": "train", "epoch": 80, "iter": 3700, "lr": 0.04479, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31891, "top5_acc": 0.58406, "loss_cls": 5.43898, "loss": 5.43898, "time": 0.60042} +{"mode": "val", "epoch": 80, "iter": 309, "lr": 0.04477, "top1_acc": 0.25234, "top5_acc": 0.50094, "mean_class_accuracy": 0.25216} +{"mode": "train", "epoch": 81, "iter": 100, "lr": 0.04475, "memory": 16180, "data_time": 1.37035, "top1_acc": 0.33031, "top5_acc": 0.59906, "loss_cls": 5.36333, "loss": 5.36333, "time": 1.96695} +{"mode": "train", "epoch": 81, "iter": 200, "lr": 0.04472, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32641, "top5_acc": 0.59234, "loss_cls": 5.41671, "loss": 5.41671, "time": 0.60001} +{"mode": "train", "epoch": 81, "iter": 300, "lr": 0.04469, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.33047, "top5_acc": 0.58625, "loss_cls": 5.40266, "loss": 5.40266, "time": 0.6008} +{"mode": "train", "epoch": 81, "iter": 400, "lr": 0.04466, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.31, "top5_acc": 0.58234, "loss_cls": 5.44399, "loss": 5.44399, "time": 0.6064} +{"mode": "train", "epoch": 81, "iter": 500, "lr": 0.04463, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.32891, "top5_acc": 0.59875, "loss_cls": 5.3895, "loss": 5.3895, "time": 0.60517} +{"mode": "train", "epoch": 81, "iter": 600, "lr": 0.04461, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.3225, "top5_acc": 0.58047, "loss_cls": 5.4464, "loss": 5.4464, "time": 0.60667} +{"mode": "train", "epoch": 81, "iter": 700, "lr": 0.04458, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.31562, "top5_acc": 0.58062, "loss_cls": 5.44421, "loss": 5.44421, "time": 0.60516} +{"mode": "train", "epoch": 81, "iter": 800, "lr": 0.04455, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.31, "top5_acc": 0.57406, "loss_cls": 5.47158, "loss": 5.47158, "time": 0.6061} +{"mode": "train", "epoch": 81, "iter": 900, "lr": 0.04452, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.32516, "top5_acc": 0.58328, "loss_cls": 5.42378, "loss": 5.42378, "time": 0.60744} +{"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.0445, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32469, "top5_acc": 0.59562, "loss_cls": 5.38197, "loss": 5.38197, "time": 0.60285} +{"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.04447, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.31484, "top5_acc": 0.57234, "loss_cls": 5.47455, "loss": 5.47455, "time": 0.60191} +{"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.04444, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.31547, "top5_acc": 0.58172, "loss_cls": 5.46936, "loss": 5.46936, "time": 0.60652} +{"mode": "train", "epoch": 81, "iter": 1300, "lr": 0.04441, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.32047, "top5_acc": 0.57984, "loss_cls": 5.46338, "loss": 5.46338, "time": 0.59906} +{"mode": "train", "epoch": 81, "iter": 1400, "lr": 0.04438, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.32156, "top5_acc": 0.58297, "loss_cls": 5.43476, "loss": 5.43476, "time": 0.60092} +{"mode": "train", "epoch": 81, "iter": 1500, "lr": 0.04436, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.32547, "top5_acc": 0.58359, "loss_cls": 5.43458, "loss": 5.43458, "time": 0.60109} +{"mode": "train", "epoch": 81, "iter": 1600, "lr": 0.04433, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31594, "top5_acc": 0.58469, "loss_cls": 5.42253, "loss": 5.42253, "time": 0.59653} +{"mode": "train", "epoch": 81, "iter": 1700, "lr": 0.0443, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31703, "top5_acc": 0.58031, "loss_cls": 5.43141, "loss": 5.43141, "time": 0.60013} +{"mode": "train", "epoch": 81, "iter": 1800, "lr": 0.04427, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.3075, "top5_acc": 0.56859, "loss_cls": 5.48299, "loss": 5.48299, "time": 0.59618} +{"mode": "train", "epoch": 81, "iter": 1900, "lr": 0.04425, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32328, "top5_acc": 0.57219, "loss_cls": 5.45615, "loss": 5.45615, "time": 0.59972} +{"mode": "train", "epoch": 81, "iter": 2000, "lr": 0.04422, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.32078, "top5_acc": 0.58125, "loss_cls": 5.425, "loss": 5.425, "time": 0.60667} +{"mode": "train", "epoch": 81, "iter": 2100, "lr": 0.04419, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.33109, "top5_acc": 0.58672, "loss_cls": 5.40796, "loss": 5.40796, "time": 0.60265} +{"mode": "train", "epoch": 81, "iter": 2200, "lr": 0.04416, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31734, "top5_acc": 0.57859, "loss_cls": 5.44908, "loss": 5.44908, "time": 0.5935} +{"mode": "train", "epoch": 81, "iter": 2300, "lr": 0.04413, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31344, "top5_acc": 0.58312, "loss_cls": 5.44826, "loss": 5.44826, "time": 0.5999} +{"mode": "train", "epoch": 81, "iter": 2400, "lr": 0.04411, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31656, "top5_acc": 0.57875, "loss_cls": 5.44868, "loss": 5.44868, "time": 0.59583} +{"mode": "train", "epoch": 81, "iter": 2500, "lr": 0.04408, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31797, "top5_acc": 0.58641, "loss_cls": 5.44274, "loss": 5.44274, "time": 0.59865} +{"mode": "train", "epoch": 81, "iter": 2600, "lr": 0.04405, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31719, "top5_acc": 0.58094, "loss_cls": 5.45626, "loss": 5.45626, "time": 0.59817} +{"mode": "train", "epoch": 81, "iter": 2700, "lr": 0.04402, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.33312, "top5_acc": 0.5875, "loss_cls": 5.42211, "loss": 5.42211, "time": 0.60512} +{"mode": "train", "epoch": 81, "iter": 2800, "lr": 0.044, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.31688, "top5_acc": 0.57563, "loss_cls": 5.45917, "loss": 5.45917, "time": 0.60644} +{"mode": "train", "epoch": 81, "iter": 2900, "lr": 0.04397, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.31719, "top5_acc": 0.57703, "loss_cls": 5.45894, "loss": 5.45894, "time": 0.60458} +{"mode": "train", "epoch": 81, "iter": 3000, "lr": 0.04394, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31875, "top5_acc": 0.57719, "loss_cls": 5.4566, "loss": 5.4566, "time": 0.59696} +{"mode": "train", "epoch": 81, "iter": 3100, "lr": 0.04391, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.3225, "top5_acc": 0.58359, "loss_cls": 5.43206, "loss": 5.43206, "time": 0.60763} +{"mode": "train", "epoch": 81, "iter": 3200, "lr": 0.04389, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.32781, "top5_acc": 0.58891, "loss_cls": 5.41801, "loss": 5.41801, "time": 0.60571} +{"mode": "train", "epoch": 81, "iter": 3300, "lr": 0.04386, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.32438, "top5_acc": 0.58312, "loss_cls": 5.43681, "loss": 5.43681, "time": 0.60115} +{"mode": "train", "epoch": 81, "iter": 3400, "lr": 0.04383, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.32094, "top5_acc": 0.57938, "loss_cls": 5.43551, "loss": 5.43551, "time": 0.60124} +{"mode": "train", "epoch": 81, "iter": 3500, "lr": 0.0438, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.32859, "top5_acc": 0.58391, "loss_cls": 5.39559, "loss": 5.39559, "time": 0.60589} +{"mode": "train", "epoch": 81, "iter": 3600, "lr": 0.04377, "memory": 16180, "data_time": 0.00051, "top1_acc": 0.30922, "top5_acc": 0.57219, "loss_cls": 5.47291, "loss": 5.47291, "time": 0.60618} +{"mode": "train", "epoch": 81, "iter": 3700, "lr": 0.04375, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31328, "top5_acc": 0.57563, "loss_cls": 5.45833, "loss": 5.45833, "time": 0.60713} +{"mode": "val", "epoch": 81, "iter": 309, "lr": 0.04373, "top1_acc": 0.23269, "top5_acc": 0.46989, "mean_class_accuracy": 0.23253} +{"mode": "train", "epoch": 82, "iter": 100, "lr": 0.04371, "memory": 16180, "data_time": 1.34351, "top1_acc": 0.33781, "top5_acc": 0.59734, "loss_cls": 5.36404, "loss": 5.36404, "time": 1.93713} +{"mode": "train", "epoch": 82, "iter": 200, "lr": 0.04368, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32891, "top5_acc": 0.58922, "loss_cls": 5.39487, "loss": 5.39487, "time": 0.59794} +{"mode": "train", "epoch": 82, "iter": 300, "lr": 0.04365, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.33391, "top5_acc": 0.59609, "loss_cls": 5.37668, "loss": 5.37668, "time": 0.60227} +{"mode": "train", "epoch": 82, "iter": 400, "lr": 0.04362, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31688, "top5_acc": 0.58875, "loss_cls": 5.43348, "loss": 5.43348, "time": 0.60267} +{"mode": "train", "epoch": 82, "iter": 500, "lr": 0.04359, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.32016, "top5_acc": 0.59016, "loss_cls": 5.39368, "loss": 5.39368, "time": 0.60237} +{"mode": "train", "epoch": 82, "iter": 600, "lr": 0.04357, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33281, "top5_acc": 0.58391, "loss_cls": 5.38802, "loss": 5.38802, "time": 0.60432} +{"mode": "train", "epoch": 82, "iter": 700, "lr": 0.04354, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.32062, "top5_acc": 0.5825, "loss_cls": 5.41271, "loss": 5.41271, "time": 0.61392} +{"mode": "train", "epoch": 82, "iter": 800, "lr": 0.04351, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.3275, "top5_acc": 0.58203, "loss_cls": 5.39642, "loss": 5.39642, "time": 0.61138} +{"mode": "train", "epoch": 82, "iter": 900, "lr": 0.04348, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.32297, "top5_acc": 0.58047, "loss_cls": 5.43097, "loss": 5.43097, "time": 0.61243} +{"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.04346, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32734, "top5_acc": 0.58828, "loss_cls": 5.38534, "loss": 5.38534, "time": 0.61016} +{"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.04343, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32406, "top5_acc": 0.57984, "loss_cls": 5.42991, "loss": 5.42991, "time": 0.61058} +{"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.0434, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.32094, "top5_acc": 0.59016, "loss_cls": 5.4289, "loss": 5.4289, "time": 0.61092} +{"mode": "train", "epoch": 82, "iter": 1300, "lr": 0.04337, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.32453, "top5_acc": 0.58469, "loss_cls": 5.41289, "loss": 5.41289, "time": 0.60925} +{"mode": "train", "epoch": 82, "iter": 1400, "lr": 0.04335, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.31641, "top5_acc": 0.58781, "loss_cls": 5.39965, "loss": 5.39965, "time": 0.61106} +{"mode": "train", "epoch": 82, "iter": 1500, "lr": 0.04332, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32281, "top5_acc": 0.58219, "loss_cls": 5.41267, "loss": 5.41267, "time": 0.60905} +{"mode": "train", "epoch": 82, "iter": 1600, "lr": 0.04329, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.32219, "top5_acc": 0.58422, "loss_cls": 5.40371, "loss": 5.40371, "time": 0.61159} +{"mode": "train", "epoch": 82, "iter": 1700, "lr": 0.04326, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.32031, "top5_acc": 0.58562, "loss_cls": 5.41309, "loss": 5.41309, "time": 0.61092} +{"mode": "train", "epoch": 82, "iter": 1800, "lr": 0.04323, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.33859, "top5_acc": 0.60531, "loss_cls": 5.34093, "loss": 5.34093, "time": 0.60949} +{"mode": "train", "epoch": 82, "iter": 1900, "lr": 0.04321, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.32406, "top5_acc": 0.58891, "loss_cls": 5.39814, "loss": 5.39814, "time": 0.61115} +{"mode": "train", "epoch": 82, "iter": 2000, "lr": 0.04318, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.31812, "top5_acc": 0.57688, "loss_cls": 5.4564, "loss": 5.4564, "time": 0.61135} +{"mode": "train", "epoch": 82, "iter": 2100, "lr": 0.04315, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.32625, "top5_acc": 0.5775, "loss_cls": 5.43132, "loss": 5.43132, "time": 0.60796} +{"mode": "train", "epoch": 82, "iter": 2200, "lr": 0.04312, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.31844, "top5_acc": 0.58188, "loss_cls": 5.43242, "loss": 5.43242, "time": 0.61211} +{"mode": "train", "epoch": 82, "iter": 2300, "lr": 0.0431, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32234, "top5_acc": 0.58016, "loss_cls": 5.41401, "loss": 5.41401, "time": 0.60932} +{"mode": "train", "epoch": 82, "iter": 2400, "lr": 0.04307, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.31859, "top5_acc": 0.58297, "loss_cls": 5.44449, "loss": 5.44449, "time": 0.60906} +{"mode": "train", "epoch": 82, "iter": 2500, "lr": 0.04304, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32531, "top5_acc": 0.57625, "loss_cls": 5.4254, "loss": 5.4254, "time": 0.61208} +{"mode": "train", "epoch": 82, "iter": 2600, "lr": 0.04301, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.32312, "top5_acc": 0.58625, "loss_cls": 5.43702, "loss": 5.43702, "time": 0.60928} +{"mode": "train", "epoch": 82, "iter": 2700, "lr": 0.04299, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.32, "top5_acc": 0.58641, "loss_cls": 5.40313, "loss": 5.40313, "time": 0.61088} +{"mode": "train", "epoch": 82, "iter": 2800, "lr": 0.04296, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.31656, "top5_acc": 0.57672, "loss_cls": 5.44487, "loss": 5.44487, "time": 0.61227} +{"mode": "train", "epoch": 82, "iter": 2900, "lr": 0.04293, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.31766, "top5_acc": 0.575, "loss_cls": 5.46314, "loss": 5.46314, "time": 0.60947} +{"mode": "train", "epoch": 82, "iter": 3000, "lr": 0.0429, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32828, "top5_acc": 0.58641, "loss_cls": 5.41751, "loss": 5.41751, "time": 0.61107} +{"mode": "train", "epoch": 82, "iter": 3100, "lr": 0.04287, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.31891, "top5_acc": 0.58359, "loss_cls": 5.42868, "loss": 5.42868, "time": 0.61198} +{"mode": "train", "epoch": 82, "iter": 3200, "lr": 0.04285, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.3175, "top5_acc": 0.59312, "loss_cls": 5.39006, "loss": 5.39006, "time": 0.61189} +{"mode": "train", "epoch": 82, "iter": 3300, "lr": 0.04282, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32453, "top5_acc": 0.58797, "loss_cls": 5.41202, "loss": 5.41202, "time": 0.61131} +{"mode": "train", "epoch": 82, "iter": 3400, "lr": 0.04279, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.33047, "top5_acc": 0.59578, "loss_cls": 5.407, "loss": 5.407, "time": 0.61087} +{"mode": "train", "epoch": 82, "iter": 3500, "lr": 0.04276, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.32203, "top5_acc": 0.57328, "loss_cls": 5.46479, "loss": 5.46479, "time": 0.60818} +{"mode": "train", "epoch": 82, "iter": 3600, "lr": 0.04274, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.32516, "top5_acc": 0.58547, "loss_cls": 5.41511, "loss": 5.41511, "time": 0.61372} +{"mode": "train", "epoch": 82, "iter": 3700, "lr": 0.04271, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32688, "top5_acc": 0.57828, "loss_cls": 5.41378, "loss": 5.41378, "time": 0.60912} +{"mode": "val", "epoch": 82, "iter": 309, "lr": 0.0427, "top1_acc": 0.2648, "top5_acc": 0.52388, "mean_class_accuracy": 0.26462} +{"mode": "train", "epoch": 83, "iter": 100, "lr": 0.04267, "memory": 16180, "data_time": 1.30793, "top1_acc": 0.33641, "top5_acc": 0.60812, "loss_cls": 5.29827, "loss": 5.29827, "time": 1.90174} +{"mode": "train", "epoch": 83, "iter": 200, "lr": 0.04264, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.32547, "top5_acc": 0.58969, "loss_cls": 5.37281, "loss": 5.37281, "time": 0.59853} +{"mode": "train", "epoch": 83, "iter": 300, "lr": 0.04261, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32766, "top5_acc": 0.59109, "loss_cls": 5.39449, "loss": 5.39449, "time": 0.59798} +{"mode": "train", "epoch": 83, "iter": 400, "lr": 0.04259, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.32109, "top5_acc": 0.58844, "loss_cls": 5.39479, "loss": 5.39479, "time": 0.60211} +{"mode": "train", "epoch": 83, "iter": 500, "lr": 0.04256, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.33, "top5_acc": 0.58469, "loss_cls": 5.40619, "loss": 5.40619, "time": 0.6142} +{"mode": "train", "epoch": 83, "iter": 600, "lr": 0.04253, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.3275, "top5_acc": 0.575, "loss_cls": 5.40725, "loss": 5.40725, "time": 0.61161} +{"mode": "train", "epoch": 83, "iter": 700, "lr": 0.0425, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.33438, "top5_acc": 0.59, "loss_cls": 5.37257, "loss": 5.37257, "time": 0.61073} +{"mode": "train", "epoch": 83, "iter": 800, "lr": 0.04247, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32062, "top5_acc": 0.59094, "loss_cls": 5.41071, "loss": 5.41071, "time": 0.61016} +{"mode": "train", "epoch": 83, "iter": 900, "lr": 0.04245, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32484, "top5_acc": 0.58203, "loss_cls": 5.41603, "loss": 5.41603, "time": 0.60922} +{"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.04242, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.31703, "top5_acc": 0.58828, "loss_cls": 5.39689, "loss": 5.39689, "time": 0.60853} +{"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.04239, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.33078, "top5_acc": 0.59625, "loss_cls": 5.36819, "loss": 5.36819, "time": 0.60288} +{"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.04236, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32844, "top5_acc": 0.59625, "loss_cls": 5.3687, "loss": 5.3687, "time": 0.60394} +{"mode": "train", "epoch": 83, "iter": 1300, "lr": 0.04234, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32109, "top5_acc": 0.58797, "loss_cls": 5.38352, "loss": 5.38352, "time": 0.60197} +{"mode": "train", "epoch": 83, "iter": 1400, "lr": 0.04231, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31766, "top5_acc": 0.58469, "loss_cls": 5.39466, "loss": 5.39466, "time": 0.60448} +{"mode": "train", "epoch": 83, "iter": 1500, "lr": 0.04228, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32203, "top5_acc": 0.58578, "loss_cls": 5.43008, "loss": 5.43008, "time": 0.60212} +{"mode": "train", "epoch": 83, "iter": 1600, "lr": 0.04225, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.32453, "top5_acc": 0.58469, "loss_cls": 5.40731, "loss": 5.40731, "time": 0.59992} +{"mode": "train", "epoch": 83, "iter": 1700, "lr": 0.04223, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33234, "top5_acc": 0.59969, "loss_cls": 5.38247, "loss": 5.38247, "time": 0.6107} +{"mode": "train", "epoch": 83, "iter": 1800, "lr": 0.0422, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.33938, "top5_acc": 0.59391, "loss_cls": 5.35108, "loss": 5.35108, "time": 0.60714} +{"mode": "train", "epoch": 83, "iter": 1900, "lr": 0.04217, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.32609, "top5_acc": 0.59422, "loss_cls": 5.38996, "loss": 5.38996, "time": 0.61145} +{"mode": "train", "epoch": 83, "iter": 2000, "lr": 0.04214, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32016, "top5_acc": 0.58844, "loss_cls": 5.39385, "loss": 5.39385, "time": 0.61072} +{"mode": "train", "epoch": 83, "iter": 2100, "lr": 0.04212, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.31969, "top5_acc": 0.58328, "loss_cls": 5.41177, "loss": 5.41177, "time": 0.60979} +{"mode": "train", "epoch": 83, "iter": 2200, "lr": 0.04209, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.32172, "top5_acc": 0.58438, "loss_cls": 5.39963, "loss": 5.39963, "time": 0.6032} +{"mode": "train", "epoch": 83, "iter": 2300, "lr": 0.04206, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.32422, "top5_acc": 0.58266, "loss_cls": 5.40012, "loss": 5.40012, "time": 0.60324} +{"mode": "train", "epoch": 83, "iter": 2400, "lr": 0.04203, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32281, "top5_acc": 0.58422, "loss_cls": 5.41976, "loss": 5.41976, "time": 0.60464} +{"mode": "train", "epoch": 83, "iter": 2500, "lr": 0.04201, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.32469, "top5_acc": 0.58781, "loss_cls": 5.40183, "loss": 5.40183, "time": 0.60083} +{"mode": "train", "epoch": 83, "iter": 2600, "lr": 0.04198, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.33531, "top5_acc": 0.5875, "loss_cls": 5.38146, "loss": 5.38146, "time": 0.60356} +{"mode": "train", "epoch": 83, "iter": 2700, "lr": 0.04195, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.3175, "top5_acc": 0.59031, "loss_cls": 5.42308, "loss": 5.42308, "time": 0.601} +{"mode": "train", "epoch": 83, "iter": 2800, "lr": 0.04192, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.33125, "top5_acc": 0.59297, "loss_cls": 5.37046, "loss": 5.37046, "time": 0.60336} +{"mode": "train", "epoch": 83, "iter": 2900, "lr": 0.0419, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.32469, "top5_acc": 0.58156, "loss_cls": 5.39648, "loss": 5.39648, "time": 0.59906} +{"mode": "train", "epoch": 83, "iter": 3000, "lr": 0.04187, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.33109, "top5_acc": 0.59781, "loss_cls": 5.37065, "loss": 5.37065, "time": 0.59859} +{"mode": "train", "epoch": 83, "iter": 3100, "lr": 0.04184, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.31375, "top5_acc": 0.58625, "loss_cls": 5.42346, "loss": 5.42346, "time": 0.59962} +{"mode": "train", "epoch": 83, "iter": 3200, "lr": 0.04181, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.32078, "top5_acc": 0.58734, "loss_cls": 5.40878, "loss": 5.40878, "time": 0.60712} +{"mode": "train", "epoch": 83, "iter": 3300, "lr": 0.04178, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.32328, "top5_acc": 0.58375, "loss_cls": 5.40362, "loss": 5.40362, "time": 0.61143} +{"mode": "train", "epoch": 83, "iter": 3400, "lr": 0.04176, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31844, "top5_acc": 0.57109, "loss_cls": 5.45043, "loss": 5.45043, "time": 0.5965} +{"mode": "train", "epoch": 83, "iter": 3500, "lr": 0.04173, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31781, "top5_acc": 0.57953, "loss_cls": 5.4304, "loss": 5.4304, "time": 0.60185} +{"mode": "train", "epoch": 83, "iter": 3600, "lr": 0.0417, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.32797, "top5_acc": 0.58891, "loss_cls": 5.36511, "loss": 5.36511, "time": 0.60805} +{"mode": "train", "epoch": 83, "iter": 3700, "lr": 0.04167, "memory": 16180, "data_time": 0.00062, "top1_acc": 0.32016, "top5_acc": 0.57953, "loss_cls": 5.43244, "loss": 5.43244, "time": 0.60738} +{"mode": "val", "epoch": 83, "iter": 309, "lr": 0.04166, "top1_acc": 0.25979, "top5_acc": 0.50337, "mean_class_accuracy": 0.25954} +{"mode": "train", "epoch": 84, "iter": 100, "lr": 0.04163, "memory": 16180, "data_time": 1.3987, "top1_acc": 0.335, "top5_acc": 0.59844, "loss_cls": 5.31656, "loss": 5.31656, "time": 1.99531} +{"mode": "train", "epoch": 84, "iter": 200, "lr": 0.04161, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32359, "top5_acc": 0.5925, "loss_cls": 5.38493, "loss": 5.38493, "time": 0.59939} +{"mode": "train", "epoch": 84, "iter": 300, "lr": 0.04158, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.32109, "top5_acc": 0.59203, "loss_cls": 5.38595, "loss": 5.38595, "time": 0.6015} +{"mode": "train", "epoch": 84, "iter": 400, "lr": 0.04155, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.33141, "top5_acc": 0.59859, "loss_cls": 5.36258, "loss": 5.36258, "time": 0.60018} +{"mode": "train", "epoch": 84, "iter": 500, "lr": 0.04152, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33359, "top5_acc": 0.60562, "loss_cls": 5.3053, "loss": 5.3053, "time": 0.59771} +{"mode": "train", "epoch": 84, "iter": 600, "lr": 0.0415, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32656, "top5_acc": 0.58922, "loss_cls": 5.38438, "loss": 5.38438, "time": 0.59522} +{"mode": "train", "epoch": 84, "iter": 700, "lr": 0.04147, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32609, "top5_acc": 0.59078, "loss_cls": 5.37582, "loss": 5.37582, "time": 0.59825} +{"mode": "train", "epoch": 84, "iter": 800, "lr": 0.04144, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33828, "top5_acc": 0.59641, "loss_cls": 5.37103, "loss": 5.37103, "time": 0.5979} +{"mode": "train", "epoch": 84, "iter": 900, "lr": 0.04141, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31875, "top5_acc": 0.58812, "loss_cls": 5.40155, "loss": 5.40155, "time": 0.59923} +{"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.04139, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.32359, "top5_acc": 0.58281, "loss_cls": 5.41205, "loss": 5.41205, "time": 0.59898} +{"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.04136, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33109, "top5_acc": 0.59281, "loss_cls": 5.37285, "loss": 5.37285, "time": 0.59697} +{"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.04133, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32938, "top5_acc": 0.58344, "loss_cls": 5.38777, "loss": 5.38777, "time": 0.59528} +{"mode": "train", "epoch": 84, "iter": 1300, "lr": 0.0413, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.32625, "top5_acc": 0.59453, "loss_cls": 5.36644, "loss": 5.36644, "time": 0.60286} +{"mode": "train", "epoch": 84, "iter": 1400, "lr": 0.04128, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.31875, "top5_acc": 0.58672, "loss_cls": 5.40076, "loss": 5.40076, "time": 0.60161} +{"mode": "train", "epoch": 84, "iter": 1500, "lr": 0.04125, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.31938, "top5_acc": 0.58359, "loss_cls": 5.4024, "loss": 5.4024, "time": 0.6028} +{"mode": "train", "epoch": 84, "iter": 1600, "lr": 0.04122, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.32984, "top5_acc": 0.58359, "loss_cls": 5.38435, "loss": 5.38435, "time": 0.60262} +{"mode": "train", "epoch": 84, "iter": 1700, "lr": 0.04119, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.32484, "top5_acc": 0.58547, "loss_cls": 5.40129, "loss": 5.40129, "time": 0.60537} +{"mode": "train", "epoch": 84, "iter": 1800, "lr": 0.04117, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33172, "top5_acc": 0.5925, "loss_cls": 5.37358, "loss": 5.37358, "time": 0.60475} +{"mode": "train", "epoch": 84, "iter": 1900, "lr": 0.04114, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33906, "top5_acc": 0.58828, "loss_cls": 5.36048, "loss": 5.36048, "time": 0.59578} +{"mode": "train", "epoch": 84, "iter": 2000, "lr": 0.04111, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32438, "top5_acc": 0.58094, "loss_cls": 5.37831, "loss": 5.37831, "time": 0.59745} +{"mode": "train", "epoch": 84, "iter": 2100, "lr": 0.04108, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3275, "top5_acc": 0.58531, "loss_cls": 5.41288, "loss": 5.41288, "time": 0.59576} +{"mode": "train", "epoch": 84, "iter": 2200, "lr": 0.04106, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33656, "top5_acc": 0.59859, "loss_cls": 5.33942, "loss": 5.33942, "time": 0.59511} +{"mode": "train", "epoch": 84, "iter": 2300, "lr": 0.04103, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33219, "top5_acc": 0.59891, "loss_cls": 5.35743, "loss": 5.35743, "time": 0.59743} +{"mode": "train", "epoch": 84, "iter": 2400, "lr": 0.041, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34188, "top5_acc": 0.60641, "loss_cls": 5.32555, "loss": 5.32555, "time": 0.59696} +{"mode": "train", "epoch": 84, "iter": 2500, "lr": 0.04097, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32312, "top5_acc": 0.58438, "loss_cls": 5.41956, "loss": 5.41956, "time": 0.59917} +{"mode": "train", "epoch": 84, "iter": 2600, "lr": 0.04095, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32391, "top5_acc": 0.58328, "loss_cls": 5.4184, "loss": 5.4184, "time": 0.59545} +{"mode": "train", "epoch": 84, "iter": 2700, "lr": 0.04092, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32984, "top5_acc": 0.59781, "loss_cls": 5.35351, "loss": 5.35351, "time": 0.59631} +{"mode": "train", "epoch": 84, "iter": 2800, "lr": 0.04089, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.32625, "top5_acc": 0.58, "loss_cls": 5.414, "loss": 5.414, "time": 0.59348} +{"mode": "train", "epoch": 84, "iter": 2900, "lr": 0.04086, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32547, "top5_acc": 0.58766, "loss_cls": 5.39606, "loss": 5.39606, "time": 0.59343} +{"mode": "train", "epoch": 84, "iter": 3000, "lr": 0.04084, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32953, "top5_acc": 0.58922, "loss_cls": 5.36066, "loss": 5.36066, "time": 0.59508} +{"mode": "train", "epoch": 84, "iter": 3100, "lr": 0.04081, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.3275, "top5_acc": 0.58562, "loss_cls": 5.39639, "loss": 5.39639, "time": 0.59487} +{"mode": "train", "epoch": 84, "iter": 3200, "lr": 0.04078, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33156, "top5_acc": 0.59125, "loss_cls": 5.36947, "loss": 5.36947, "time": 0.59467} +{"mode": "train", "epoch": 84, "iter": 3300, "lr": 0.04075, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32344, "top5_acc": 0.58344, "loss_cls": 5.41545, "loss": 5.41545, "time": 0.59999} +{"mode": "train", "epoch": 84, "iter": 3400, "lr": 0.04073, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32953, "top5_acc": 0.58734, "loss_cls": 5.39127, "loss": 5.39127, "time": 0.60111} +{"mode": "train", "epoch": 84, "iter": 3500, "lr": 0.0407, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.31828, "top5_acc": 0.57703, "loss_cls": 5.41322, "loss": 5.41322, "time": 0.60102} +{"mode": "train", "epoch": 84, "iter": 3600, "lr": 0.04067, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.32281, "top5_acc": 0.58359, "loss_cls": 5.40798, "loss": 5.40798, "time": 0.61003} +{"mode": "train", "epoch": 84, "iter": 3700, "lr": 0.04064, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32203, "top5_acc": 0.59, "loss_cls": 5.38814, "loss": 5.38814, "time": 0.60033} +{"mode": "val", "epoch": 84, "iter": 309, "lr": 0.04063, "top1_acc": 0.26389, "top5_acc": 0.51335, "mean_class_accuracy": 0.26362} +{"mode": "train", "epoch": 85, "iter": 100, "lr": 0.0406, "memory": 16180, "data_time": 1.39722, "top1_acc": 0.33969, "top5_acc": 0.60656, "loss_cls": 5.29285, "loss": 5.29285, "time": 1.99679} +{"mode": "train", "epoch": 85, "iter": 200, "lr": 0.04058, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33281, "top5_acc": 0.60016, "loss_cls": 5.32117, "loss": 5.32117, "time": 0.59821} +{"mode": "train", "epoch": 85, "iter": 300, "lr": 0.04055, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.32531, "top5_acc": 0.59266, "loss_cls": 5.36202, "loss": 5.36202, "time": 0.60052} +{"mode": "train", "epoch": 85, "iter": 400, "lr": 0.04052, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.33375, "top5_acc": 0.60031, "loss_cls": 5.34593, "loss": 5.34593, "time": 0.60799} +{"mode": "train", "epoch": 85, "iter": 500, "lr": 0.04049, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.32906, "top5_acc": 0.59094, "loss_cls": 5.37883, "loss": 5.37883, "time": 0.60395} +{"mode": "train", "epoch": 85, "iter": 600, "lr": 0.04047, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33125, "top5_acc": 0.59938, "loss_cls": 5.34325, "loss": 5.34325, "time": 0.59984} +{"mode": "train", "epoch": 85, "iter": 700, "lr": 0.04044, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32672, "top5_acc": 0.59344, "loss_cls": 5.34754, "loss": 5.34754, "time": 0.59584} +{"mode": "train", "epoch": 85, "iter": 800, "lr": 0.04041, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32484, "top5_acc": 0.58828, "loss_cls": 5.39745, "loss": 5.39745, "time": 0.59698} +{"mode": "train", "epoch": 85, "iter": 900, "lr": 0.04038, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32953, "top5_acc": 0.6, "loss_cls": 5.34028, "loss": 5.34028, "time": 0.59596} +{"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.04036, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32656, "top5_acc": 0.59469, "loss_cls": 5.35438, "loss": 5.35438, "time": 0.59686} +{"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.04033, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32094, "top5_acc": 0.58094, "loss_cls": 5.43522, "loss": 5.43522, "time": 0.59485} +{"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.0403, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.33328, "top5_acc": 0.58938, "loss_cls": 5.36505, "loss": 5.36505, "time": 0.59487} +{"mode": "train", "epoch": 85, "iter": 1300, "lr": 0.04027, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33578, "top5_acc": 0.59547, "loss_cls": 5.3395, "loss": 5.3395, "time": 0.59533} +{"mode": "train", "epoch": 85, "iter": 1400, "lr": 0.04025, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33375, "top5_acc": 0.5875, "loss_cls": 5.37517, "loss": 5.37517, "time": 0.59479} +{"mode": "train", "epoch": 85, "iter": 1500, "lr": 0.04022, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33016, "top5_acc": 0.58703, "loss_cls": 5.36935, "loss": 5.36935, "time": 0.59499} +{"mode": "train", "epoch": 85, "iter": 1600, "lr": 0.04019, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33016, "top5_acc": 0.59266, "loss_cls": 5.39167, "loss": 5.39167, "time": 0.59518} +{"mode": "train", "epoch": 85, "iter": 1700, "lr": 0.04016, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.32656, "top5_acc": 0.59031, "loss_cls": 5.37755, "loss": 5.37755, "time": 0.59687} +{"mode": "train", "epoch": 85, "iter": 1800, "lr": 0.04014, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32344, "top5_acc": 0.57797, "loss_cls": 5.41065, "loss": 5.41065, "time": 0.59664} +{"mode": "train", "epoch": 85, "iter": 1900, "lr": 0.04011, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32938, "top5_acc": 0.58594, "loss_cls": 5.3829, "loss": 5.3829, "time": 0.59969} +{"mode": "train", "epoch": 85, "iter": 2000, "lr": 0.04008, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32781, "top5_acc": 0.58531, "loss_cls": 5.37874, "loss": 5.37874, "time": 0.59604} +{"mode": "train", "epoch": 85, "iter": 2100, "lr": 0.04006, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32047, "top5_acc": 0.58109, "loss_cls": 5.40194, "loss": 5.40194, "time": 0.59938} +{"mode": "train", "epoch": 85, "iter": 2200, "lr": 0.04003, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33953, "top5_acc": 0.60406, "loss_cls": 5.31081, "loss": 5.31081, "time": 0.59597} +{"mode": "train", "epoch": 85, "iter": 2300, "lr": 0.04, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33312, "top5_acc": 0.60047, "loss_cls": 5.36125, "loss": 5.36125, "time": 0.598} +{"mode": "train", "epoch": 85, "iter": 2400, "lr": 0.03997, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32625, "top5_acc": 0.59281, "loss_cls": 5.37231, "loss": 5.37231, "time": 0.59793} +{"mode": "train", "epoch": 85, "iter": 2500, "lr": 0.03995, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32766, "top5_acc": 0.59188, "loss_cls": 5.36832, "loss": 5.36832, "time": 0.59912} +{"mode": "train", "epoch": 85, "iter": 2600, "lr": 0.03992, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33484, "top5_acc": 0.59906, "loss_cls": 5.34484, "loss": 5.34484, "time": 0.59948} +{"mode": "train", "epoch": 85, "iter": 2700, "lr": 0.03989, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33359, "top5_acc": 0.59188, "loss_cls": 5.38287, "loss": 5.38287, "time": 0.59964} +{"mode": "train", "epoch": 85, "iter": 2800, "lr": 0.03986, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33188, "top5_acc": 0.58875, "loss_cls": 5.38506, "loss": 5.38506, "time": 0.59828} +{"mode": "train", "epoch": 85, "iter": 2900, "lr": 0.03984, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.31922, "top5_acc": 0.59047, "loss_cls": 5.3953, "loss": 5.3953, "time": 0.59611} +{"mode": "train", "epoch": 85, "iter": 3000, "lr": 0.03981, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33516, "top5_acc": 0.58938, "loss_cls": 5.37655, "loss": 5.37655, "time": 0.59841} +{"mode": "train", "epoch": 85, "iter": 3100, "lr": 0.03978, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32391, "top5_acc": 0.58219, "loss_cls": 5.41501, "loss": 5.41501, "time": 0.59929} +{"mode": "train", "epoch": 85, "iter": 3200, "lr": 0.03975, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34078, "top5_acc": 0.59094, "loss_cls": 5.35173, "loss": 5.35173, "time": 0.59658} +{"mode": "train", "epoch": 85, "iter": 3300, "lr": 0.03973, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31516, "top5_acc": 0.58234, "loss_cls": 5.41984, "loss": 5.41984, "time": 0.59772} +{"mode": "train", "epoch": 85, "iter": 3400, "lr": 0.0397, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33609, "top5_acc": 0.59422, "loss_cls": 5.33757, "loss": 5.33757, "time": 0.60046} +{"mode": "train", "epoch": 85, "iter": 3500, "lr": 0.03967, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33031, "top5_acc": 0.60125, "loss_cls": 5.33405, "loss": 5.33405, "time": 0.60139} +{"mode": "train", "epoch": 85, "iter": 3600, "lr": 0.03964, "memory": 16180, "data_time": 0.00096, "top1_acc": 0.33375, "top5_acc": 0.60266, "loss_cls": 5.35126, "loss": 5.35126, "time": 0.60919} +{"mode": "train", "epoch": 85, "iter": 3700, "lr": 0.03962, "memory": 16180, "data_time": 0.00074, "top1_acc": 0.33047, "top5_acc": 0.59047, "loss_cls": 5.36383, "loss": 5.36383, "time": 0.60757} +{"mode": "val", "epoch": 85, "iter": 309, "lr": 0.0396, "top1_acc": 0.26865, "top5_acc": 0.52074, "mean_class_accuracy": 0.26842} +{"mode": "train", "epoch": 86, "iter": 100, "lr": 0.03958, "memory": 16180, "data_time": 1.43296, "top1_acc": 0.34031, "top5_acc": 0.61203, "loss_cls": 5.25521, "loss": 5.25521, "time": 2.03218} +{"mode": "train", "epoch": 86, "iter": 200, "lr": 0.03955, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.33547, "top5_acc": 0.60453, "loss_cls": 5.3099, "loss": 5.3099, "time": 0.59875} +{"mode": "train", "epoch": 86, "iter": 300, "lr": 0.03952, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.33781, "top5_acc": 0.59766, "loss_cls": 5.33494, "loss": 5.33494, "time": 0.59692} +{"mode": "train", "epoch": 86, "iter": 400, "lr": 0.0395, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33375, "top5_acc": 0.60422, "loss_cls": 5.33308, "loss": 5.33308, "time": 0.59822} +{"mode": "train", "epoch": 86, "iter": 500, "lr": 0.03947, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32625, "top5_acc": 0.59172, "loss_cls": 5.36674, "loss": 5.36674, "time": 0.59696} +{"mode": "train", "epoch": 86, "iter": 600, "lr": 0.03944, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34391, "top5_acc": 0.60375, "loss_cls": 5.30795, "loss": 5.30795, "time": 0.59893} +{"mode": "train", "epoch": 86, "iter": 700, "lr": 0.03941, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34062, "top5_acc": 0.6075, "loss_cls": 5.29538, "loss": 5.29538, "time": 0.59784} +{"mode": "train", "epoch": 86, "iter": 800, "lr": 0.03939, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32828, "top5_acc": 0.59109, "loss_cls": 5.37128, "loss": 5.37128, "time": 0.60236} +{"mode": "train", "epoch": 86, "iter": 900, "lr": 0.03936, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34094, "top5_acc": 0.59953, "loss_cls": 5.32355, "loss": 5.32355, "time": 0.60035} +{"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.03933, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31922, "top5_acc": 0.58609, "loss_cls": 5.38359, "loss": 5.38359, "time": 0.60031} +{"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.0393, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33062, "top5_acc": 0.59406, "loss_cls": 5.36728, "loss": 5.36728, "time": 0.59946} +{"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.03928, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33422, "top5_acc": 0.59844, "loss_cls": 5.32909, "loss": 5.32909, "time": 0.60014} +{"mode": "train", "epoch": 86, "iter": 1300, "lr": 0.03925, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32984, "top5_acc": 0.59328, "loss_cls": 5.34664, "loss": 5.34664, "time": 0.59751} +{"mode": "train", "epoch": 86, "iter": 1400, "lr": 0.03922, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33969, "top5_acc": 0.59859, "loss_cls": 5.31884, "loss": 5.31884, "time": 0.60092} +{"mode": "train", "epoch": 86, "iter": 1500, "lr": 0.03919, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33156, "top5_acc": 0.58891, "loss_cls": 5.36753, "loss": 5.36753, "time": 0.59911} +{"mode": "train", "epoch": 86, "iter": 1600, "lr": 0.03917, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33609, "top5_acc": 0.59344, "loss_cls": 5.33451, "loss": 5.33451, "time": 0.59544} +{"mode": "train", "epoch": 86, "iter": 1700, "lr": 0.03914, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34062, "top5_acc": 0.59734, "loss_cls": 5.35744, "loss": 5.35744, "time": 0.59469} +{"mode": "train", "epoch": 86, "iter": 1800, "lr": 0.03911, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.325, "top5_acc": 0.59438, "loss_cls": 5.37907, "loss": 5.37907, "time": 0.59618} +{"mode": "train", "epoch": 86, "iter": 1900, "lr": 0.03909, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.3375, "top5_acc": 0.60297, "loss_cls": 5.32763, "loss": 5.32763, "time": 0.5981} +{"mode": "train", "epoch": 86, "iter": 2000, "lr": 0.03906, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33047, "top5_acc": 0.59031, "loss_cls": 5.36621, "loss": 5.36621, "time": 0.59749} +{"mode": "train", "epoch": 86, "iter": 2100, "lr": 0.03903, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33125, "top5_acc": 0.58688, "loss_cls": 5.37829, "loss": 5.37829, "time": 0.59468} +{"mode": "train", "epoch": 86, "iter": 2200, "lr": 0.039, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.32578, "top5_acc": 0.59094, "loss_cls": 5.38385, "loss": 5.38385, "time": 0.60128} +{"mode": "train", "epoch": 86, "iter": 2300, "lr": 0.03898, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.3325, "top5_acc": 0.60156, "loss_cls": 5.32735, "loss": 5.32735, "time": 0.60581} +{"mode": "train", "epoch": 86, "iter": 2400, "lr": 0.03895, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.33656, "top5_acc": 0.59984, "loss_cls": 5.33785, "loss": 5.33785, "time": 0.60376} +{"mode": "train", "epoch": 86, "iter": 2500, "lr": 0.03892, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.32672, "top5_acc": 0.59719, "loss_cls": 5.36735, "loss": 5.36735, "time": 0.60632} +{"mode": "train", "epoch": 86, "iter": 2600, "lr": 0.03889, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.34172, "top5_acc": 0.60703, "loss_cls": 5.30509, "loss": 5.30509, "time": 0.60473} +{"mode": "train", "epoch": 86, "iter": 2700, "lr": 0.03887, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.32984, "top5_acc": 0.59281, "loss_cls": 5.3603, "loss": 5.3603, "time": 0.60814} +{"mode": "train", "epoch": 86, "iter": 2800, "lr": 0.03884, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32516, "top5_acc": 0.58906, "loss_cls": 5.38936, "loss": 5.38936, "time": 0.59754} +{"mode": "train", "epoch": 86, "iter": 2900, "lr": 0.03881, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.32359, "top5_acc": 0.58594, "loss_cls": 5.39634, "loss": 5.39634, "time": 0.60431} +{"mode": "train", "epoch": 86, "iter": 3000, "lr": 0.03879, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.33188, "top5_acc": 0.59578, "loss_cls": 5.36872, "loss": 5.36872, "time": 0.60411} +{"mode": "train", "epoch": 86, "iter": 3100, "lr": 0.03876, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33203, "top5_acc": 0.59219, "loss_cls": 5.36765, "loss": 5.36765, "time": 0.59694} +{"mode": "train", "epoch": 86, "iter": 3200, "lr": 0.03873, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.32688, "top5_acc": 0.59266, "loss_cls": 5.37244, "loss": 5.37244, "time": 0.59856} +{"mode": "train", "epoch": 86, "iter": 3300, "lr": 0.0387, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.32656, "top5_acc": 0.59125, "loss_cls": 5.38999, "loss": 5.38999, "time": 0.60753} +{"mode": "train", "epoch": 86, "iter": 3400, "lr": 0.03868, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32484, "top5_acc": 0.59297, "loss_cls": 5.36933, "loss": 5.36933, "time": 0.60602} +{"mode": "train", "epoch": 86, "iter": 3500, "lr": 0.03865, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.32422, "top5_acc": 0.58781, "loss_cls": 5.37515, "loss": 5.37515, "time": 0.60901} +{"mode": "train", "epoch": 86, "iter": 3600, "lr": 0.03862, "memory": 16180, "data_time": 0.00053, "top1_acc": 0.33141, "top5_acc": 0.59047, "loss_cls": 5.38234, "loss": 5.38234, "time": 0.61754} +{"mode": "train", "epoch": 86, "iter": 3700, "lr": 0.0386, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.3375, "top5_acc": 0.59938, "loss_cls": 5.32918, "loss": 5.32918, "time": 0.60884} +{"mode": "val", "epoch": 86, "iter": 309, "lr": 0.03858, "top1_acc": 0.26926, "top5_acc": 0.52024, "mean_class_accuracy": 0.26897} +{"mode": "train", "epoch": 87, "iter": 100, "lr": 0.03856, "memory": 16180, "data_time": 1.3907, "top1_acc": 0.33359, "top5_acc": 0.59172, "loss_cls": 5.35283, "loss": 5.35283, "time": 1.99149} +{"mode": "train", "epoch": 87, "iter": 200, "lr": 0.03853, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33562, "top5_acc": 0.60844, "loss_cls": 5.31254, "loss": 5.31254, "time": 0.60692} +{"mode": "train", "epoch": 87, "iter": 300, "lr": 0.0385, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.35031, "top5_acc": 0.60594, "loss_cls": 5.27677, "loss": 5.27677, "time": 0.60018} +{"mode": "train", "epoch": 87, "iter": 400, "lr": 0.03847, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33141, "top5_acc": 0.60016, "loss_cls": 5.34258, "loss": 5.34258, "time": 0.59694} +{"mode": "train", "epoch": 87, "iter": 500, "lr": 0.03845, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.34297, "top5_acc": 0.60047, "loss_cls": 5.3148, "loss": 5.3148, "time": 0.60219} +{"mode": "train", "epoch": 87, "iter": 600, "lr": 0.03842, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33609, "top5_acc": 0.60281, "loss_cls": 5.3065, "loss": 5.3065, "time": 0.59967} +{"mode": "train", "epoch": 87, "iter": 700, "lr": 0.03839, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.32625, "top5_acc": 0.59781, "loss_cls": 5.34985, "loss": 5.34985, "time": 0.60693} +{"mode": "train", "epoch": 87, "iter": 800, "lr": 0.03837, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.33422, "top5_acc": 0.61016, "loss_cls": 5.28144, "loss": 5.28144, "time": 0.602} +{"mode": "train", "epoch": 87, "iter": 900, "lr": 0.03834, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34188, "top5_acc": 0.59938, "loss_cls": 5.29014, "loss": 5.29014, "time": 0.59659} +{"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.03831, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33547, "top5_acc": 0.59328, "loss_cls": 5.34602, "loss": 5.34602, "time": 0.60054} +{"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.03828, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33688, "top5_acc": 0.59547, "loss_cls": 5.33647, "loss": 5.33647, "time": 0.59883} +{"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.03826, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33312, "top5_acc": 0.595, "loss_cls": 5.35857, "loss": 5.35857, "time": 0.59755} +{"mode": "train", "epoch": 87, "iter": 1300, "lr": 0.03823, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33125, "top5_acc": 0.59141, "loss_cls": 5.34337, "loss": 5.34337, "time": 0.59793} +{"mode": "train", "epoch": 87, "iter": 1400, "lr": 0.0382, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33109, "top5_acc": 0.59281, "loss_cls": 5.34282, "loss": 5.34282, "time": 0.59606} +{"mode": "train", "epoch": 87, "iter": 1500, "lr": 0.03817, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32984, "top5_acc": 0.5925, "loss_cls": 5.33548, "loss": 5.33548, "time": 0.60069} +{"mode": "train", "epoch": 87, "iter": 1600, "lr": 0.03815, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33094, "top5_acc": 0.60078, "loss_cls": 5.33592, "loss": 5.33592, "time": 0.59693} +{"mode": "train", "epoch": 87, "iter": 1700, "lr": 0.03812, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33766, "top5_acc": 0.60469, "loss_cls": 5.33283, "loss": 5.33283, "time": 0.59963} +{"mode": "train", "epoch": 87, "iter": 1800, "lr": 0.03809, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32531, "top5_acc": 0.59578, "loss_cls": 5.3626, "loss": 5.3626, "time": 0.60095} +{"mode": "train", "epoch": 87, "iter": 1900, "lr": 0.03807, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33281, "top5_acc": 0.60109, "loss_cls": 5.33998, "loss": 5.33998, "time": 0.59801} +{"mode": "train", "epoch": 87, "iter": 2000, "lr": 0.03804, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33062, "top5_acc": 0.59406, "loss_cls": 5.34933, "loss": 5.34933, "time": 0.60177} +{"mode": "train", "epoch": 87, "iter": 2100, "lr": 0.03801, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.33297, "top5_acc": 0.59359, "loss_cls": 5.34151, "loss": 5.34151, "time": 0.60174} +{"mode": "train", "epoch": 87, "iter": 2200, "lr": 0.03798, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.33734, "top5_acc": 0.60375, "loss_cls": 5.3267, "loss": 5.3267, "time": 0.60201} +{"mode": "train", "epoch": 87, "iter": 2300, "lr": 0.03796, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33141, "top5_acc": 0.59812, "loss_cls": 5.32794, "loss": 5.32794, "time": 0.60493} +{"mode": "train", "epoch": 87, "iter": 2400, "lr": 0.03793, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.33359, "top5_acc": 0.60031, "loss_cls": 5.30851, "loss": 5.30851, "time": 0.60639} +{"mode": "train", "epoch": 87, "iter": 2500, "lr": 0.0379, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.34328, "top5_acc": 0.59703, "loss_cls": 5.3083, "loss": 5.3083, "time": 0.60599} +{"mode": "train", "epoch": 87, "iter": 2600, "lr": 0.03788, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.33641, "top5_acc": 0.59922, "loss_cls": 5.33847, "loss": 5.33847, "time": 0.60495} +{"mode": "train", "epoch": 87, "iter": 2700, "lr": 0.03785, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32656, "top5_acc": 0.59, "loss_cls": 5.36311, "loss": 5.36311, "time": 0.60587} +{"mode": "train", "epoch": 87, "iter": 2800, "lr": 0.03782, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32609, "top5_acc": 0.59344, "loss_cls": 5.3739, "loss": 5.3739, "time": 0.60526} +{"mode": "train", "epoch": 87, "iter": 2900, "lr": 0.03779, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.32953, "top5_acc": 0.59125, "loss_cls": 5.36471, "loss": 5.36471, "time": 0.60548} +{"mode": "train", "epoch": 87, "iter": 3000, "lr": 0.03777, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.34094, "top5_acc": 0.59953, "loss_cls": 5.3221, "loss": 5.3221, "time": 0.60458} +{"mode": "train", "epoch": 87, "iter": 3100, "lr": 0.03774, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32453, "top5_acc": 0.59453, "loss_cls": 5.37736, "loss": 5.37736, "time": 0.60737} +{"mode": "train", "epoch": 87, "iter": 3200, "lr": 0.03771, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.32312, "top5_acc": 0.59797, "loss_cls": 5.35248, "loss": 5.35248, "time": 0.60866} +{"mode": "train", "epoch": 87, "iter": 3300, "lr": 0.03769, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33828, "top5_acc": 0.59578, "loss_cls": 5.3248, "loss": 5.3248, "time": 0.60666} +{"mode": "train", "epoch": 87, "iter": 3400, "lr": 0.03766, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.33531, "top5_acc": 0.59359, "loss_cls": 5.35554, "loss": 5.35554, "time": 0.60607} +{"mode": "train", "epoch": 87, "iter": 3500, "lr": 0.03763, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.33438, "top5_acc": 0.60062, "loss_cls": 5.33742, "loss": 5.33742, "time": 0.60472} +{"mode": "train", "epoch": 87, "iter": 3600, "lr": 0.03761, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.33094, "top5_acc": 0.58484, "loss_cls": 5.36394, "loss": 5.36394, "time": 0.61263} +{"mode": "train", "epoch": 87, "iter": 3700, "lr": 0.03758, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32891, "top5_acc": 0.58516, "loss_cls": 5.37081, "loss": 5.37081, "time": 0.61085} +{"mode": "val", "epoch": 87, "iter": 309, "lr": 0.03757, "top1_acc": 0.27275, "top5_acc": 0.52069, "mean_class_accuracy": 0.2727} +{"mode": "train", "epoch": 88, "iter": 100, "lr": 0.03754, "memory": 16180, "data_time": 1.35089, "top1_acc": 0.34672, "top5_acc": 0.61438, "loss_cls": 5.22797, "loss": 5.22797, "time": 1.94818} +{"mode": "train", "epoch": 88, "iter": 200, "lr": 0.03751, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.33188, "top5_acc": 0.58781, "loss_cls": 5.3533, "loss": 5.3533, "time": 0.60134} +{"mode": "train", "epoch": 88, "iter": 300, "lr": 0.03748, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.33672, "top5_acc": 0.59516, "loss_cls": 5.32513, "loss": 5.32513, "time": 0.59967} +{"mode": "train", "epoch": 88, "iter": 400, "lr": 0.03746, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.3375, "top5_acc": 0.61219, "loss_cls": 5.23436, "loss": 5.23436, "time": 0.59638} +{"mode": "train", "epoch": 88, "iter": 500, "lr": 0.03743, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33469, "top5_acc": 0.59688, "loss_cls": 5.36253, "loss": 5.36253, "time": 0.59456} +{"mode": "train", "epoch": 88, "iter": 600, "lr": 0.0374, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33219, "top5_acc": 0.60203, "loss_cls": 5.3238, "loss": 5.3238, "time": 0.59997} +{"mode": "train", "epoch": 88, "iter": 700, "lr": 0.03738, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.33469, "top5_acc": 0.60031, "loss_cls": 5.32052, "loss": 5.32052, "time": 0.59311} +{"mode": "train", "epoch": 88, "iter": 800, "lr": 0.03735, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3375, "top5_acc": 0.60172, "loss_cls": 5.30452, "loss": 5.30452, "time": 0.59625} +{"mode": "train", "epoch": 88, "iter": 900, "lr": 0.03732, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32656, "top5_acc": 0.59797, "loss_cls": 5.33806, "loss": 5.33806, "time": 0.59964} +{"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.0373, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32984, "top5_acc": 0.58953, "loss_cls": 5.34525, "loss": 5.34525, "time": 0.5998} +{"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.03727, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.33547, "top5_acc": 0.60188, "loss_cls": 5.32497, "loss": 5.32497, "time": 0.59999} +{"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.03724, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.34531, "top5_acc": 0.60078, "loss_cls": 5.2923, "loss": 5.2923, "time": 0.60579} +{"mode": "train", "epoch": 88, "iter": 1300, "lr": 0.03721, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33, "top5_acc": 0.59328, "loss_cls": 5.34231, "loss": 5.34231, "time": 0.60583} +{"mode": "train", "epoch": 88, "iter": 1400, "lr": 0.03719, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.33672, "top5_acc": 0.60609, "loss_cls": 5.32273, "loss": 5.32273, "time": 0.60529} +{"mode": "train", "epoch": 88, "iter": 1500, "lr": 0.03716, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33734, "top5_acc": 0.59406, "loss_cls": 5.33178, "loss": 5.33178, "time": 0.60484} +{"mode": "train", "epoch": 88, "iter": 1600, "lr": 0.03713, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33172, "top5_acc": 0.605, "loss_cls": 5.32924, "loss": 5.32924, "time": 0.60538} +{"mode": "train", "epoch": 88, "iter": 1700, "lr": 0.03711, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.34031, "top5_acc": 0.59547, "loss_cls": 5.33852, "loss": 5.33852, "time": 0.60649} +{"mode": "train", "epoch": 88, "iter": 1800, "lr": 0.03708, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33328, "top5_acc": 0.60062, "loss_cls": 5.32867, "loss": 5.32867, "time": 0.59908} +{"mode": "train", "epoch": 88, "iter": 1900, "lr": 0.03705, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.33844, "top5_acc": 0.60016, "loss_cls": 5.32219, "loss": 5.32219, "time": 0.60191} +{"mode": "train", "epoch": 88, "iter": 2000, "lr": 0.03703, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.34062, "top5_acc": 0.59562, "loss_cls": 5.33401, "loss": 5.33401, "time": 0.60532} +{"mode": "train", "epoch": 88, "iter": 2100, "lr": 0.037, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.34094, "top5_acc": 0.5925, "loss_cls": 5.33266, "loss": 5.33266, "time": 0.60526} +{"mode": "train", "epoch": 88, "iter": 2200, "lr": 0.03697, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.34359, "top5_acc": 0.59953, "loss_cls": 5.30239, "loss": 5.30239, "time": 0.59974} +{"mode": "train", "epoch": 88, "iter": 2300, "lr": 0.03694, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.34078, "top5_acc": 0.60078, "loss_cls": 5.31628, "loss": 5.31628, "time": 0.59901} +{"mode": "train", "epoch": 88, "iter": 2400, "lr": 0.03692, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.345, "top5_acc": 0.60812, "loss_cls": 5.30207, "loss": 5.30207, "time": 0.60031} +{"mode": "train", "epoch": 88, "iter": 2500, "lr": 0.03689, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33469, "top5_acc": 0.59875, "loss_cls": 5.31237, "loss": 5.31237, "time": 0.59561} +{"mode": "train", "epoch": 88, "iter": 2600, "lr": 0.03686, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.3325, "top5_acc": 0.58922, "loss_cls": 5.36601, "loss": 5.36601, "time": 0.5971} +{"mode": "train", "epoch": 88, "iter": 2700, "lr": 0.03684, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33969, "top5_acc": 0.60375, "loss_cls": 5.30778, "loss": 5.30778, "time": 0.59759} +{"mode": "train", "epoch": 88, "iter": 2800, "lr": 0.03681, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32453, "top5_acc": 0.58594, "loss_cls": 5.39329, "loss": 5.39329, "time": 0.59719} +{"mode": "train", "epoch": 88, "iter": 2900, "lr": 0.03678, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.34578, "top5_acc": 0.60422, "loss_cls": 5.30178, "loss": 5.30178, "time": 0.59639} +{"mode": "train", "epoch": 88, "iter": 3000, "lr": 0.03676, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34391, "top5_acc": 0.60469, "loss_cls": 5.31014, "loss": 5.31014, "time": 0.59713} +{"mode": "train", "epoch": 88, "iter": 3100, "lr": 0.03673, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33234, "top5_acc": 0.58812, "loss_cls": 5.38209, "loss": 5.38209, "time": 0.59314} +{"mode": "train", "epoch": 88, "iter": 3200, "lr": 0.0367, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.33531, "top5_acc": 0.59891, "loss_cls": 5.31783, "loss": 5.31783, "time": 0.59359} +{"mode": "train", "epoch": 88, "iter": 3300, "lr": 0.03667, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34188, "top5_acc": 0.59266, "loss_cls": 5.32524, "loss": 5.32524, "time": 0.59524} +{"mode": "train", "epoch": 88, "iter": 3400, "lr": 0.03665, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33125, "top5_acc": 0.58984, "loss_cls": 5.35677, "loss": 5.35677, "time": 0.59415} +{"mode": "train", "epoch": 88, "iter": 3500, "lr": 0.03662, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33188, "top5_acc": 0.59906, "loss_cls": 5.33069, "loss": 5.33069, "time": 0.60143} +{"mode": "train", "epoch": 88, "iter": 3600, "lr": 0.03659, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.33359, "top5_acc": 0.60094, "loss_cls": 5.3173, "loss": 5.3173, "time": 0.60561} +{"mode": "train", "epoch": 88, "iter": 3700, "lr": 0.03657, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.32609, "top5_acc": 0.59328, "loss_cls": 5.36618, "loss": 5.36618, "time": 0.60787} +{"mode": "val", "epoch": 88, "iter": 309, "lr": 0.03655, "top1_acc": 0.26308, "top5_acc": 0.51502, "mean_class_accuracy": 0.26285} +{"mode": "train", "epoch": 89, "iter": 100, "lr": 0.03653, "memory": 16180, "data_time": 1.40397, "top1_acc": 0.35594, "top5_acc": 0.6125, "loss_cls": 5.24953, "loss": 5.24953, "time": 2.00094} +{"mode": "train", "epoch": 89, "iter": 200, "lr": 0.0365, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.33891, "top5_acc": 0.61766, "loss_cls": 5.24891, "loss": 5.24891, "time": 0.59937} +{"mode": "train", "epoch": 89, "iter": 300, "lr": 0.03647, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33297, "top5_acc": 0.60156, "loss_cls": 5.32557, "loss": 5.32557, "time": 0.6036} +{"mode": "train", "epoch": 89, "iter": 400, "lr": 0.03645, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33844, "top5_acc": 0.60516, "loss_cls": 5.30736, "loss": 5.30736, "time": 0.59835} +{"mode": "train", "epoch": 89, "iter": 500, "lr": 0.03642, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3475, "top5_acc": 0.61359, "loss_cls": 5.25384, "loss": 5.25384, "time": 0.59427} +{"mode": "train", "epoch": 89, "iter": 600, "lr": 0.03639, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34, "top5_acc": 0.60625, "loss_cls": 5.29124, "loss": 5.29124, "time": 0.59484} +{"mode": "train", "epoch": 89, "iter": 700, "lr": 0.03637, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.34609, "top5_acc": 0.60344, "loss_cls": 5.29029, "loss": 5.29029, "time": 0.59153} +{"mode": "train", "epoch": 89, "iter": 800, "lr": 0.03634, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33812, "top5_acc": 0.60281, "loss_cls": 5.30464, "loss": 5.30464, "time": 0.59248} +{"mode": "train", "epoch": 89, "iter": 900, "lr": 0.03631, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.33719, "top5_acc": 0.60391, "loss_cls": 5.30252, "loss": 5.30252, "time": 0.59069} +{"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.03629, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33016, "top5_acc": 0.59797, "loss_cls": 5.32688, "loss": 5.32688, "time": 0.59646} +{"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.03626, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33234, "top5_acc": 0.60438, "loss_cls": 5.31963, "loss": 5.31963, "time": 0.59572} +{"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.03623, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33578, "top5_acc": 0.60469, "loss_cls": 5.27701, "loss": 5.27701, "time": 0.59607} +{"mode": "train", "epoch": 89, "iter": 1300, "lr": 0.0362, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.34781, "top5_acc": 0.60969, "loss_cls": 5.27349, "loss": 5.27349, "time": 0.60705} +{"mode": "train", "epoch": 89, "iter": 1400, "lr": 0.03618, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.33594, "top5_acc": 0.59422, "loss_cls": 5.30622, "loss": 5.30622, "time": 0.60026} +{"mode": "train", "epoch": 89, "iter": 1500, "lr": 0.03615, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33391, "top5_acc": 0.60266, "loss_cls": 5.29978, "loss": 5.29978, "time": 0.59652} +{"mode": "train", "epoch": 89, "iter": 1600, "lr": 0.03612, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.33406, "top5_acc": 0.59234, "loss_cls": 5.34767, "loss": 5.34767, "time": 0.59913} +{"mode": "train", "epoch": 89, "iter": 1700, "lr": 0.0361, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.33797, "top5_acc": 0.59969, "loss_cls": 5.33032, "loss": 5.33032, "time": 0.60322} +{"mode": "train", "epoch": 89, "iter": 1800, "lr": 0.03607, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.33891, "top5_acc": 0.605, "loss_cls": 5.28471, "loss": 5.28471, "time": 0.59972} +{"mode": "train", "epoch": 89, "iter": 1900, "lr": 0.03604, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33547, "top5_acc": 0.59328, "loss_cls": 5.35915, "loss": 5.35915, "time": 0.59714} +{"mode": "train", "epoch": 89, "iter": 2000, "lr": 0.03602, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.34, "top5_acc": 0.59516, "loss_cls": 5.3493, "loss": 5.3493, "time": 0.59918} +{"mode": "train", "epoch": 89, "iter": 2100, "lr": 0.03599, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33531, "top5_acc": 0.59781, "loss_cls": 5.32052, "loss": 5.32052, "time": 0.60339} +{"mode": "train", "epoch": 89, "iter": 2200, "lr": 0.03596, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.33422, "top5_acc": 0.59969, "loss_cls": 5.30425, "loss": 5.30425, "time": 0.59852} +{"mode": "train", "epoch": 89, "iter": 2300, "lr": 0.03594, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34859, "top5_acc": 0.60891, "loss_cls": 5.29828, "loss": 5.29828, "time": 0.59424} +{"mode": "train", "epoch": 89, "iter": 2400, "lr": 0.03591, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33766, "top5_acc": 0.59969, "loss_cls": 5.3252, "loss": 5.3252, "time": 0.59456} +{"mode": "train", "epoch": 89, "iter": 2500, "lr": 0.03588, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33781, "top5_acc": 0.59156, "loss_cls": 5.3276, "loss": 5.3276, "time": 0.5951} +{"mode": "train", "epoch": 89, "iter": 2600, "lr": 0.03586, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33391, "top5_acc": 0.59609, "loss_cls": 5.33397, "loss": 5.33397, "time": 0.59329} +{"mode": "train", "epoch": 89, "iter": 2700, "lr": 0.03583, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34469, "top5_acc": 0.60297, "loss_cls": 5.31098, "loss": 5.31098, "time": 0.59191} +{"mode": "train", "epoch": 89, "iter": 2800, "lr": 0.0358, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33203, "top5_acc": 0.59625, "loss_cls": 5.32962, "loss": 5.32962, "time": 0.59268} +{"mode": "train", "epoch": 89, "iter": 2900, "lr": 0.03578, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33891, "top5_acc": 0.60391, "loss_cls": 5.31287, "loss": 5.31287, "time": 0.59854} +{"mode": "train", "epoch": 89, "iter": 3000, "lr": 0.03575, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.3275, "top5_acc": 0.59391, "loss_cls": 5.33783, "loss": 5.33783, "time": 0.59523} +{"mode": "train", "epoch": 89, "iter": 3100, "lr": 0.03572, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33328, "top5_acc": 0.60188, "loss_cls": 5.32877, "loss": 5.32877, "time": 0.59423} +{"mode": "train", "epoch": 89, "iter": 3200, "lr": 0.03569, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.33781, "top5_acc": 0.60109, "loss_cls": 5.32634, "loss": 5.32634, "time": 0.59438} +{"mode": "train", "epoch": 89, "iter": 3300, "lr": 0.03567, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34281, "top5_acc": 0.60297, "loss_cls": 5.29904, "loss": 5.29904, "time": 0.5956} +{"mode": "train", "epoch": 89, "iter": 3400, "lr": 0.03564, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33891, "top5_acc": 0.60375, "loss_cls": 5.3063, "loss": 5.3063, "time": 0.59426} +{"mode": "train", "epoch": 89, "iter": 3500, "lr": 0.03561, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34297, "top5_acc": 0.60406, "loss_cls": 5.30556, "loss": 5.30556, "time": 0.59732} +{"mode": "train", "epoch": 89, "iter": 3600, "lr": 0.03559, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.3375, "top5_acc": 0.60156, "loss_cls": 5.31755, "loss": 5.31755, "time": 0.60583} +{"mode": "train", "epoch": 89, "iter": 3700, "lr": 0.03556, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33766, "top5_acc": 0.59703, "loss_cls": 5.33134, "loss": 5.33134, "time": 0.59946} +{"mode": "val", "epoch": 89, "iter": 309, "lr": 0.03555, "top1_acc": 0.27534, "top5_acc": 0.52743, "mean_class_accuracy": 0.27531} +{"mode": "train", "epoch": 90, "iter": 100, "lr": 0.03552, "memory": 16180, "data_time": 1.39004, "top1_acc": 0.34688, "top5_acc": 0.61922, "loss_cls": 5.24174, "loss": 5.24174, "time": 1.98739} +{"mode": "train", "epoch": 90, "iter": 200, "lr": 0.0355, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35156, "top5_acc": 0.61828, "loss_cls": 5.22613, "loss": 5.22613, "time": 0.59338} +{"mode": "train", "epoch": 90, "iter": 300, "lr": 0.03547, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35734, "top5_acc": 0.615, "loss_cls": 5.23934, "loss": 5.23934, "time": 0.59885} +{"mode": "train", "epoch": 90, "iter": 400, "lr": 0.03544, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3375, "top5_acc": 0.61625, "loss_cls": 5.27849, "loss": 5.27849, "time": 0.59946} +{"mode": "train", "epoch": 90, "iter": 500, "lr": 0.03541, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.33984, "top5_acc": 0.60844, "loss_cls": 5.32289, "loss": 5.32289, "time": 0.5945} +{"mode": "train", "epoch": 90, "iter": 600, "lr": 0.03539, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.34469, "top5_acc": 0.61703, "loss_cls": 5.25219, "loss": 5.25219, "time": 0.59441} +{"mode": "train", "epoch": 90, "iter": 700, "lr": 0.03536, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.34078, "top5_acc": 0.60953, "loss_cls": 5.3008, "loss": 5.3008, "time": 0.5942} +{"mode": "train", "epoch": 90, "iter": 800, "lr": 0.03533, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34062, "top5_acc": 0.61141, "loss_cls": 5.3039, "loss": 5.3039, "time": 0.59297} +{"mode": "train", "epoch": 90, "iter": 900, "lr": 0.03531, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3425, "top5_acc": 0.59828, "loss_cls": 5.30668, "loss": 5.30668, "time": 0.59156} +{"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.03528, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33016, "top5_acc": 0.5875, "loss_cls": 5.37746, "loss": 5.37746, "time": 0.59646} +{"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.03525, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34844, "top5_acc": 0.6025, "loss_cls": 5.32132, "loss": 5.32132, "time": 0.59512} +{"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.03523, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33719, "top5_acc": 0.59938, "loss_cls": 5.3134, "loss": 5.3134, "time": 0.59723} +{"mode": "train", "epoch": 90, "iter": 1300, "lr": 0.0352, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34109, "top5_acc": 0.60453, "loss_cls": 5.31041, "loss": 5.31041, "time": 0.5958} +{"mode": "train", "epoch": 90, "iter": 1400, "lr": 0.03517, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.35797, "top5_acc": 0.61719, "loss_cls": 5.22379, "loss": 5.22379, "time": 0.59606} +{"mode": "train", "epoch": 90, "iter": 1500, "lr": 0.03515, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34125, "top5_acc": 0.59766, "loss_cls": 5.28917, "loss": 5.28917, "time": 0.59404} +{"mode": "train", "epoch": 90, "iter": 1600, "lr": 0.03512, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34953, "top5_acc": 0.60734, "loss_cls": 5.2642, "loss": 5.2642, "time": 0.59303} +{"mode": "train", "epoch": 90, "iter": 1700, "lr": 0.03509, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33953, "top5_acc": 0.60875, "loss_cls": 5.2757, "loss": 5.2757, "time": 0.59222} +{"mode": "train", "epoch": 90, "iter": 1800, "lr": 0.03507, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.33781, "top5_acc": 0.6025, "loss_cls": 5.29014, "loss": 5.29014, "time": 0.59334} +{"mode": "train", "epoch": 90, "iter": 1900, "lr": 0.03504, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34781, "top5_acc": 0.60438, "loss_cls": 5.2725, "loss": 5.2725, "time": 0.59378} +{"mode": "train", "epoch": 90, "iter": 2000, "lr": 0.03501, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.33609, "top5_acc": 0.60516, "loss_cls": 5.30437, "loss": 5.30437, "time": 0.59107} +{"mode": "train", "epoch": 90, "iter": 2100, "lr": 0.03499, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.34016, "top5_acc": 0.60734, "loss_cls": 5.29667, "loss": 5.29667, "time": 0.5968} +{"mode": "train", "epoch": 90, "iter": 2200, "lr": 0.03496, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33141, "top5_acc": 0.60438, "loss_cls": 5.30413, "loss": 5.30413, "time": 0.59656} +{"mode": "train", "epoch": 90, "iter": 2300, "lr": 0.03493, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33828, "top5_acc": 0.59844, "loss_cls": 5.34231, "loss": 5.34231, "time": 0.5965} +{"mode": "train", "epoch": 90, "iter": 2400, "lr": 0.03491, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34016, "top5_acc": 0.60641, "loss_cls": 5.28892, "loss": 5.28892, "time": 0.59578} +{"mode": "train", "epoch": 90, "iter": 2500, "lr": 0.03488, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33438, "top5_acc": 0.59156, "loss_cls": 5.34625, "loss": 5.34625, "time": 0.59067} +{"mode": "train", "epoch": 90, "iter": 2600, "lr": 0.03485, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.34438, "top5_acc": 0.60797, "loss_cls": 5.28168, "loss": 5.28168, "time": 0.59257} +{"mode": "train", "epoch": 90, "iter": 2700, "lr": 0.03483, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33828, "top5_acc": 0.59969, "loss_cls": 5.30288, "loss": 5.30288, "time": 0.59417} +{"mode": "train", "epoch": 90, "iter": 2800, "lr": 0.0348, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34562, "top5_acc": 0.60266, "loss_cls": 5.29987, "loss": 5.29987, "time": 0.59245} +{"mode": "train", "epoch": 90, "iter": 2900, "lr": 0.03477, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33422, "top5_acc": 0.60547, "loss_cls": 5.31541, "loss": 5.31541, "time": 0.59226} +{"mode": "train", "epoch": 90, "iter": 3000, "lr": 0.03475, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33141, "top5_acc": 0.59484, "loss_cls": 5.31902, "loss": 5.31902, "time": 0.59483} +{"mode": "train", "epoch": 90, "iter": 3100, "lr": 0.03472, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34312, "top5_acc": 0.60328, "loss_cls": 5.30046, "loss": 5.30046, "time": 0.59575} +{"mode": "train", "epoch": 90, "iter": 3200, "lr": 0.03469, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33188, "top5_acc": 0.59625, "loss_cls": 5.33929, "loss": 5.33929, "time": 0.59792} +{"mode": "train", "epoch": 90, "iter": 3300, "lr": 0.03467, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33391, "top5_acc": 0.60438, "loss_cls": 5.31183, "loss": 5.31183, "time": 0.59842} +{"mode": "train", "epoch": 90, "iter": 3400, "lr": 0.03464, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33344, "top5_acc": 0.60672, "loss_cls": 5.3184, "loss": 5.3184, "time": 0.59376} +{"mode": "train", "epoch": 90, "iter": 3500, "lr": 0.03461, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35062, "top5_acc": 0.60891, "loss_cls": 5.24904, "loss": 5.24904, "time": 0.59838} +{"mode": "train", "epoch": 90, "iter": 3600, "lr": 0.03459, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.33859, "top5_acc": 0.59844, "loss_cls": 5.3245, "loss": 5.3245, "time": 0.60115} +{"mode": "train", "epoch": 90, "iter": 3700, "lr": 0.03456, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34531, "top5_acc": 0.60234, "loss_cls": 5.29749, "loss": 5.29749, "time": 0.5971} +{"mode": "val", "epoch": 90, "iter": 309, "lr": 0.03455, "top1_acc": 0.28648, "top5_acc": 0.53847, "mean_class_accuracy": 0.28636} +{"mode": "train", "epoch": 91, "iter": 100, "lr": 0.03452, "memory": 16180, "data_time": 1.4034, "top1_acc": 0.35562, "top5_acc": 0.62516, "loss_cls": 5.18423, "loss": 5.18423, "time": 2.00119} +{"mode": "train", "epoch": 91, "iter": 200, "lr": 0.0345, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.34203, "top5_acc": 0.61219, "loss_cls": 5.27741, "loss": 5.27741, "time": 0.59408} +{"mode": "train", "epoch": 91, "iter": 300, "lr": 0.03447, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.34359, "top5_acc": 0.61906, "loss_cls": 5.23608, "loss": 5.23608, "time": 0.59796} +{"mode": "train", "epoch": 91, "iter": 400, "lr": 0.03444, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.34797, "top5_acc": 0.61016, "loss_cls": 5.26994, "loss": 5.26994, "time": 0.60305} +{"mode": "train", "epoch": 91, "iter": 500, "lr": 0.03442, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.33797, "top5_acc": 0.60438, "loss_cls": 5.29415, "loss": 5.29415, "time": 0.59658} +{"mode": "train", "epoch": 91, "iter": 600, "lr": 0.03439, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.36047, "top5_acc": 0.62266, "loss_cls": 5.21419, "loss": 5.21419, "time": 0.59542} +{"mode": "train", "epoch": 91, "iter": 700, "lr": 0.03436, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.35016, "top5_acc": 0.62062, "loss_cls": 5.23477, "loss": 5.23477, "time": 0.59424} +{"mode": "train", "epoch": 91, "iter": 800, "lr": 0.03434, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34781, "top5_acc": 0.62547, "loss_cls": 5.22638, "loss": 5.22638, "time": 0.59013} +{"mode": "train", "epoch": 91, "iter": 900, "lr": 0.03431, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.35375, "top5_acc": 0.61453, "loss_cls": 5.24321, "loss": 5.24321, "time": 0.58989} +{"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.03428, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.34281, "top5_acc": 0.59609, "loss_cls": 5.31037, "loss": 5.31037, "time": 0.59106} +{"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.03426, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33875, "top5_acc": 0.60469, "loss_cls": 5.28083, "loss": 5.28083, "time": 0.59217} +{"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.03423, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.34016, "top5_acc": 0.60516, "loss_cls": 5.28407, "loss": 5.28407, "time": 0.59213} +{"mode": "train", "epoch": 91, "iter": 1300, "lr": 0.0342, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34781, "top5_acc": 0.61109, "loss_cls": 5.28, "loss": 5.28, "time": 0.59395} +{"mode": "train", "epoch": 91, "iter": 1400, "lr": 0.03418, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.34812, "top5_acc": 0.60984, "loss_cls": 5.24259, "loss": 5.24259, "time": 0.59875} +{"mode": "train", "epoch": 91, "iter": 1500, "lr": 0.03415, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.33203, "top5_acc": 0.59703, "loss_cls": 5.31251, "loss": 5.31251, "time": 0.59785} +{"mode": "train", "epoch": 91, "iter": 1600, "lr": 0.03412, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.35078, "top5_acc": 0.60484, "loss_cls": 5.26094, "loss": 5.26094, "time": 0.60374} +{"mode": "train", "epoch": 91, "iter": 1700, "lr": 0.0341, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.34469, "top5_acc": 0.61297, "loss_cls": 5.25524, "loss": 5.25524, "time": 0.60422} +{"mode": "train", "epoch": 91, "iter": 1800, "lr": 0.03407, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.33609, "top5_acc": 0.59656, "loss_cls": 5.31297, "loss": 5.31297, "time": 0.60286} +{"mode": "train", "epoch": 91, "iter": 1900, "lr": 0.03405, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.35125, "top5_acc": 0.60719, "loss_cls": 5.28121, "loss": 5.28121, "time": 0.59775} +{"mode": "train", "epoch": 91, "iter": 2000, "lr": 0.03402, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34562, "top5_acc": 0.60359, "loss_cls": 5.29354, "loss": 5.29354, "time": 0.59574} +{"mode": "train", "epoch": 91, "iter": 2100, "lr": 0.03399, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.34125, "top5_acc": 0.60891, "loss_cls": 5.29328, "loss": 5.29328, "time": 0.59885} +{"mode": "train", "epoch": 91, "iter": 2200, "lr": 0.03397, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.34766, "top5_acc": 0.60328, "loss_cls": 5.30484, "loss": 5.30484, "time": 0.59612} +{"mode": "train", "epoch": 91, "iter": 2300, "lr": 0.03394, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34359, "top5_acc": 0.60641, "loss_cls": 5.28702, "loss": 5.28702, "time": 0.59619} +{"mode": "train", "epoch": 91, "iter": 2400, "lr": 0.03391, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33594, "top5_acc": 0.6, "loss_cls": 5.30264, "loss": 5.30264, "time": 0.59388} +{"mode": "train", "epoch": 91, "iter": 2500, "lr": 0.03389, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.34188, "top5_acc": 0.60734, "loss_cls": 5.28732, "loss": 5.28732, "time": 0.59884} +{"mode": "train", "epoch": 91, "iter": 2600, "lr": 0.03386, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.33812, "top5_acc": 0.605, "loss_cls": 5.29658, "loss": 5.29658, "time": 0.60375} +{"mode": "train", "epoch": 91, "iter": 2700, "lr": 0.03383, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33656, "top5_acc": 0.60703, "loss_cls": 5.28989, "loss": 5.28989, "time": 0.59771} +{"mode": "train", "epoch": 91, "iter": 2800, "lr": 0.03381, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34062, "top5_acc": 0.60594, "loss_cls": 5.29181, "loss": 5.29181, "time": 0.59609} +{"mode": "train", "epoch": 91, "iter": 2900, "lr": 0.03378, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33453, "top5_acc": 0.59859, "loss_cls": 5.33322, "loss": 5.33322, "time": 0.59628} +{"mode": "train", "epoch": 91, "iter": 3000, "lr": 0.03375, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33875, "top5_acc": 0.60297, "loss_cls": 5.30126, "loss": 5.30126, "time": 0.59483} +{"mode": "train", "epoch": 91, "iter": 3100, "lr": 0.03373, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35266, "top5_acc": 0.61203, "loss_cls": 5.26004, "loss": 5.26004, "time": 0.59483} +{"mode": "train", "epoch": 91, "iter": 3200, "lr": 0.0337, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33594, "top5_acc": 0.60641, "loss_cls": 5.27175, "loss": 5.27175, "time": 0.59333} +{"mode": "train", "epoch": 91, "iter": 3300, "lr": 0.03367, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34875, "top5_acc": 0.60266, "loss_cls": 5.29974, "loss": 5.29974, "time": 0.59381} +{"mode": "train", "epoch": 91, "iter": 3400, "lr": 0.03365, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.33984, "top5_acc": 0.60906, "loss_cls": 5.28706, "loss": 5.28706, "time": 0.59562} +{"mode": "train", "epoch": 91, "iter": 3500, "lr": 0.03362, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.34047, "top5_acc": 0.60141, "loss_cls": 5.31026, "loss": 5.31026, "time": 0.59894} +{"mode": "train", "epoch": 91, "iter": 3600, "lr": 0.0336, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34406, "top5_acc": 0.60016, "loss_cls": 5.30081, "loss": 5.30081, "time": 0.60264} +{"mode": "train", "epoch": 91, "iter": 3700, "lr": 0.03357, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.3425, "top5_acc": 0.60266, "loss_cls": 5.31021, "loss": 5.31021, "time": 0.60034} +{"mode": "val", "epoch": 91, "iter": 309, "lr": 0.03356, "top1_acc": 0.28142, "top5_acc": 0.53361, "mean_class_accuracy": 0.28105} +{"mode": "train", "epoch": 92, "iter": 100, "lr": 0.03353, "memory": 16180, "data_time": 1.44591, "top1_acc": 0.35281, "top5_acc": 0.61922, "loss_cls": 5.21726, "loss": 5.21726, "time": 2.04236} +{"mode": "train", "epoch": 92, "iter": 200, "lr": 0.0335, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.35594, "top5_acc": 0.62078, "loss_cls": 5.21007, "loss": 5.21007, "time": 0.59724} +{"mode": "train", "epoch": 92, "iter": 300, "lr": 0.03348, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35266, "top5_acc": 0.61875, "loss_cls": 5.231, "loss": 5.231, "time": 0.59831} +{"mode": "train", "epoch": 92, "iter": 400, "lr": 0.03345, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34391, "top5_acc": 0.61609, "loss_cls": 5.24554, "loss": 5.24554, "time": 0.60008} +{"mode": "train", "epoch": 92, "iter": 500, "lr": 0.03342, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33891, "top5_acc": 0.60609, "loss_cls": 5.26424, "loss": 5.26424, "time": 0.60746} +{"mode": "train", "epoch": 92, "iter": 600, "lr": 0.0334, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.34766, "top5_acc": 0.61078, "loss_cls": 5.24957, "loss": 5.24957, "time": 0.59125} +{"mode": "train", "epoch": 92, "iter": 700, "lr": 0.03337, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.35703, "top5_acc": 0.62078, "loss_cls": 5.22464, "loss": 5.22464, "time": 0.59433} +{"mode": "train", "epoch": 92, "iter": 800, "lr": 0.03335, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.34016, "top5_acc": 0.60609, "loss_cls": 5.26374, "loss": 5.26374, "time": 0.59539} +{"mode": "train", "epoch": 92, "iter": 900, "lr": 0.03332, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.35781, "top5_acc": 0.62078, "loss_cls": 5.22623, "loss": 5.22623, "time": 0.59201} +{"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.03329, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34812, "top5_acc": 0.60844, "loss_cls": 5.26752, "loss": 5.26752, "time": 0.5924} +{"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.03327, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35047, "top5_acc": 0.61625, "loss_cls": 5.24704, "loss": 5.24704, "time": 0.59553} +{"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.03324, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.34078, "top5_acc": 0.60969, "loss_cls": 5.26369, "loss": 5.26369, "time": 0.59318} +{"mode": "train", "epoch": 92, "iter": 1300, "lr": 0.03321, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36094, "top5_acc": 0.61391, "loss_cls": 5.24634, "loss": 5.24634, "time": 0.59388} +{"mode": "train", "epoch": 92, "iter": 1400, "lr": 0.03319, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.3525, "top5_acc": 0.61641, "loss_cls": 5.23674, "loss": 5.23674, "time": 0.59628} +{"mode": "train", "epoch": 92, "iter": 1500, "lr": 0.03316, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.33984, "top5_acc": 0.60016, "loss_cls": 5.3069, "loss": 5.3069, "time": 0.59551} +{"mode": "train", "epoch": 92, "iter": 1600, "lr": 0.03314, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34797, "top5_acc": 0.6025, "loss_cls": 5.27594, "loss": 5.27594, "time": 0.59172} +{"mode": "train", "epoch": 92, "iter": 1700, "lr": 0.03311, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33812, "top5_acc": 0.605, "loss_cls": 5.28772, "loss": 5.28772, "time": 0.59866} +{"mode": "train", "epoch": 92, "iter": 1800, "lr": 0.03308, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35172, "top5_acc": 0.61641, "loss_cls": 5.22913, "loss": 5.22913, "time": 0.59559} +{"mode": "train", "epoch": 92, "iter": 1900, "lr": 0.03306, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.33766, "top5_acc": 0.61219, "loss_cls": 5.29613, "loss": 5.29613, "time": 0.59396} +{"mode": "train", "epoch": 92, "iter": 2000, "lr": 0.03303, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34406, "top5_acc": 0.61125, "loss_cls": 5.26981, "loss": 5.26981, "time": 0.59529} +{"mode": "train", "epoch": 92, "iter": 2100, "lr": 0.033, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35156, "top5_acc": 0.61141, "loss_cls": 5.27005, "loss": 5.27005, "time": 0.59528} +{"mode": "train", "epoch": 92, "iter": 2200, "lr": 0.03298, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34641, "top5_acc": 0.60562, "loss_cls": 5.29716, "loss": 5.29716, "time": 0.59436} +{"mode": "train", "epoch": 92, "iter": 2300, "lr": 0.03295, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34234, "top5_acc": 0.60281, "loss_cls": 5.31849, "loss": 5.31849, "time": 0.59578} +{"mode": "train", "epoch": 92, "iter": 2400, "lr": 0.03292, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34734, "top5_acc": 0.60828, "loss_cls": 5.29495, "loss": 5.29495, "time": 0.59501} +{"mode": "train", "epoch": 92, "iter": 2500, "lr": 0.0329, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34156, "top5_acc": 0.60484, "loss_cls": 5.30514, "loss": 5.30514, "time": 0.59481} +{"mode": "train", "epoch": 92, "iter": 2600, "lr": 0.03287, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35609, "top5_acc": 0.60438, "loss_cls": 5.25099, "loss": 5.25099, "time": 0.5941} +{"mode": "train", "epoch": 92, "iter": 2700, "lr": 0.03285, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34688, "top5_acc": 0.60547, "loss_cls": 5.26158, "loss": 5.26158, "time": 0.59542} +{"mode": "train", "epoch": 92, "iter": 2800, "lr": 0.03282, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34797, "top5_acc": 0.62031, "loss_cls": 5.25896, "loss": 5.25896, "time": 0.59489} +{"mode": "train", "epoch": 92, "iter": 2900, "lr": 0.03279, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.34547, "top5_acc": 0.60812, "loss_cls": 5.2627, "loss": 5.2627, "time": 0.60798} +{"mode": "train", "epoch": 92, "iter": 3000, "lr": 0.03277, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.34734, "top5_acc": 0.61, "loss_cls": 5.25828, "loss": 5.25828, "time": 0.59873} +{"mode": "train", "epoch": 92, "iter": 3100, "lr": 0.03274, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.34234, "top5_acc": 0.60688, "loss_cls": 5.26959, "loss": 5.26959, "time": 0.60595} +{"mode": "train", "epoch": 92, "iter": 3200, "lr": 0.03271, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.34375, "top5_acc": 0.61203, "loss_cls": 5.29, "loss": 5.29, "time": 0.60275} +{"mode": "train", "epoch": 92, "iter": 3300, "lr": 0.03269, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.3425, "top5_acc": 0.60734, "loss_cls": 5.28071, "loss": 5.28071, "time": 0.60465} +{"mode": "train", "epoch": 92, "iter": 3400, "lr": 0.03266, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.33312, "top5_acc": 0.60547, "loss_cls": 5.30289, "loss": 5.30289, "time": 0.59965} +{"mode": "train", "epoch": 92, "iter": 3500, "lr": 0.03264, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34703, "top5_acc": 0.60156, "loss_cls": 5.2755, "loss": 5.2755, "time": 0.59847} +{"mode": "train", "epoch": 92, "iter": 3600, "lr": 0.03261, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34219, "top5_acc": 0.59891, "loss_cls": 5.28298, "loss": 5.28298, "time": 0.60814} +{"mode": "train", "epoch": 92, "iter": 3700, "lr": 0.03258, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35906, "top5_acc": 0.6175, "loss_cls": 5.22782, "loss": 5.22782, "time": 0.59963} +{"mode": "val", "epoch": 92, "iter": 309, "lr": 0.03257, "top1_acc": 0.29195, "top5_acc": 0.54688, "mean_class_accuracy": 0.29176} +{"mode": "train", "epoch": 93, "iter": 100, "lr": 0.03255, "memory": 16180, "data_time": 1.3822, "top1_acc": 0.35594, "top5_acc": 0.62547, "loss_cls": 5.21584, "loss": 5.21584, "time": 1.97538} +{"mode": "train", "epoch": 93, "iter": 200, "lr": 0.03252, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.35844, "top5_acc": 0.61859, "loss_cls": 5.22171, "loss": 5.22171, "time": 0.59356} +{"mode": "train", "epoch": 93, "iter": 300, "lr": 0.03249, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34719, "top5_acc": 0.61734, "loss_cls": 5.22389, "loss": 5.22389, "time": 0.59133} +{"mode": "train", "epoch": 93, "iter": 400, "lr": 0.03247, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.35375, "top5_acc": 0.61922, "loss_cls": 5.21339, "loss": 5.21339, "time": 0.59528} +{"mode": "train", "epoch": 93, "iter": 500, "lr": 0.03244, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34578, "top5_acc": 0.61531, "loss_cls": 5.24697, "loss": 5.24697, "time": 0.60251} +{"mode": "train", "epoch": 93, "iter": 600, "lr": 0.03241, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35797, "top5_acc": 0.61594, "loss_cls": 5.22487, "loss": 5.22487, "time": 0.59532} +{"mode": "train", "epoch": 93, "iter": 700, "lr": 0.03239, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34609, "top5_acc": 0.61219, "loss_cls": 5.24949, "loss": 5.24949, "time": 0.59809} +{"mode": "train", "epoch": 93, "iter": 800, "lr": 0.03236, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35, "top5_acc": 0.61891, "loss_cls": 5.23167, "loss": 5.23167, "time": 0.59477} +{"mode": "train", "epoch": 93, "iter": 900, "lr": 0.03234, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36, "top5_acc": 0.62438, "loss_cls": 5.17142, "loss": 5.17142, "time": 0.59215} +{"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.03231, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34125, "top5_acc": 0.60844, "loss_cls": 5.27051, "loss": 5.27051, "time": 0.59285} +{"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.03228, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34234, "top5_acc": 0.60281, "loss_cls": 5.29126, "loss": 5.29126, "time": 0.59213} +{"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.03226, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34203, "top5_acc": 0.6075, "loss_cls": 5.2845, "loss": 5.2845, "time": 0.59362} +{"mode": "train", "epoch": 93, "iter": 1300, "lr": 0.03223, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35859, "top5_acc": 0.61094, "loss_cls": 5.23851, "loss": 5.23851, "time": 0.59357} +{"mode": "train", "epoch": 93, "iter": 1400, "lr": 0.03221, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36375, "top5_acc": 0.61469, "loss_cls": 5.21111, "loss": 5.21111, "time": 0.59698} +{"mode": "train", "epoch": 93, "iter": 1500, "lr": 0.03218, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35312, "top5_acc": 0.61812, "loss_cls": 5.22258, "loss": 5.22258, "time": 0.59574} +{"mode": "train", "epoch": 93, "iter": 1600, "lr": 0.03215, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.33922, "top5_acc": 0.61312, "loss_cls": 5.25885, "loss": 5.25885, "time": 0.59736} +{"mode": "train", "epoch": 93, "iter": 1700, "lr": 0.03213, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35188, "top5_acc": 0.61359, "loss_cls": 5.25219, "loss": 5.25219, "time": 0.59665} +{"mode": "train", "epoch": 93, "iter": 1800, "lr": 0.0321, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.34938, "top5_acc": 0.62078, "loss_cls": 5.24656, "loss": 5.24656, "time": 0.59885} +{"mode": "train", "epoch": 93, "iter": 1900, "lr": 0.03207, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.35125, "top5_acc": 0.62187, "loss_cls": 5.21807, "loss": 5.21807, "time": 0.60252} +{"mode": "train", "epoch": 93, "iter": 2000, "lr": 0.03205, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.34344, "top5_acc": 0.61234, "loss_cls": 5.26675, "loss": 5.26675, "time": 0.60418} +{"mode": "train", "epoch": 93, "iter": 2100, "lr": 0.03202, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.34703, "top5_acc": 0.62094, "loss_cls": 5.23439, "loss": 5.23439, "time": 0.59734} +{"mode": "train", "epoch": 93, "iter": 2200, "lr": 0.032, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.3425, "top5_acc": 0.59703, "loss_cls": 5.30252, "loss": 5.30252, "time": 0.59919} +{"mode": "train", "epoch": 93, "iter": 2300, "lr": 0.03197, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34453, "top5_acc": 0.60953, "loss_cls": 5.25877, "loss": 5.25877, "time": 0.59592} +{"mode": "train", "epoch": 93, "iter": 2400, "lr": 0.03194, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.34188, "top5_acc": 0.6, "loss_cls": 5.31991, "loss": 5.31991, "time": 0.59462} +{"mode": "train", "epoch": 93, "iter": 2500, "lr": 0.03192, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34594, "top5_acc": 0.61438, "loss_cls": 5.24645, "loss": 5.24645, "time": 0.59482} +{"mode": "train", "epoch": 93, "iter": 2600, "lr": 0.03189, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35172, "top5_acc": 0.61641, "loss_cls": 5.22291, "loss": 5.22291, "time": 0.59388} +{"mode": "train", "epoch": 93, "iter": 2700, "lr": 0.03187, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34078, "top5_acc": 0.60203, "loss_cls": 5.28981, "loss": 5.28981, "time": 0.59358} +{"mode": "train", "epoch": 93, "iter": 2800, "lr": 0.03184, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35078, "top5_acc": 0.60578, "loss_cls": 5.25818, "loss": 5.25818, "time": 0.59375} +{"mode": "train", "epoch": 93, "iter": 2900, "lr": 0.03181, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35219, "top5_acc": 0.61734, "loss_cls": 5.21871, "loss": 5.21871, "time": 0.59194} +{"mode": "train", "epoch": 93, "iter": 3000, "lr": 0.03179, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.35594, "top5_acc": 0.61531, "loss_cls": 5.23071, "loss": 5.23071, "time": 0.59453} +{"mode": "train", "epoch": 93, "iter": 3100, "lr": 0.03176, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.35266, "top5_acc": 0.61547, "loss_cls": 5.21367, "loss": 5.21367, "time": 0.59754} +{"mode": "train", "epoch": 93, "iter": 3200, "lr": 0.03174, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34891, "top5_acc": 0.61984, "loss_cls": 5.25096, "loss": 5.25096, "time": 0.59511} +{"mode": "train", "epoch": 93, "iter": 3300, "lr": 0.03171, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.34281, "top5_acc": 0.60656, "loss_cls": 5.28455, "loss": 5.28455, "time": 0.59689} +{"mode": "train", "epoch": 93, "iter": 3400, "lr": 0.03168, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.35109, "top5_acc": 0.61344, "loss_cls": 5.26601, "loss": 5.26601, "time": 0.59817} +{"mode": "train", "epoch": 93, "iter": 3500, "lr": 0.03166, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.34359, "top5_acc": 0.59953, "loss_cls": 5.2859, "loss": 5.2859, "time": 0.60157} +{"mode": "train", "epoch": 93, "iter": 3600, "lr": 0.03163, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34016, "top5_acc": 0.60422, "loss_cls": 5.31169, "loss": 5.31169, "time": 0.60166} +{"mode": "train", "epoch": 93, "iter": 3700, "lr": 0.03161, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34328, "top5_acc": 0.60359, "loss_cls": 5.28744, "loss": 5.28744, "time": 0.60818} +{"mode": "val", "epoch": 93, "iter": 309, "lr": 0.03159, "top1_acc": 0.28066, "top5_acc": 0.53563, "mean_class_accuracy": 0.28059} +{"mode": "train", "epoch": 94, "iter": 100, "lr": 0.03157, "memory": 16180, "data_time": 1.37991, "top1_acc": 0.36375, "top5_acc": 0.63406, "loss_cls": 5.17375, "loss": 5.17375, "time": 1.97059} +{"mode": "train", "epoch": 94, "iter": 200, "lr": 0.03154, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35391, "top5_acc": 0.61969, "loss_cls": 5.20639, "loss": 5.20639, "time": 0.59325} +{"mode": "train", "epoch": 94, "iter": 300, "lr": 0.03152, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34984, "top5_acc": 0.61141, "loss_cls": 5.24927, "loss": 5.24927, "time": 0.59284} +{"mode": "train", "epoch": 94, "iter": 400, "lr": 0.03149, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.36359, "top5_acc": 0.62297, "loss_cls": 5.18017, "loss": 5.18017, "time": 0.60407} +{"mode": "train", "epoch": 94, "iter": 500, "lr": 0.03146, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.3475, "top5_acc": 0.61781, "loss_cls": 5.24627, "loss": 5.24627, "time": 0.60812} +{"mode": "train", "epoch": 94, "iter": 600, "lr": 0.03144, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.36656, "top5_acc": 0.62266, "loss_cls": 5.16913, "loss": 5.16913, "time": 0.60102} +{"mode": "train", "epoch": 94, "iter": 700, "lr": 0.03141, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35562, "top5_acc": 0.62391, "loss_cls": 5.21192, "loss": 5.21192, "time": 0.59585} +{"mode": "train", "epoch": 94, "iter": 800, "lr": 0.03139, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35438, "top5_acc": 0.61641, "loss_cls": 5.24827, "loss": 5.24827, "time": 0.59336} +{"mode": "train", "epoch": 94, "iter": 900, "lr": 0.03136, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.34734, "top5_acc": 0.62203, "loss_cls": 5.20322, "loss": 5.20322, "time": 0.59495} +{"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.03133, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35547, "top5_acc": 0.61266, "loss_cls": 5.25033, "loss": 5.25033, "time": 0.59299} +{"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.03131, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35422, "top5_acc": 0.61484, "loss_cls": 5.23846, "loss": 5.23846, "time": 0.5929} +{"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.03128, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.35719, "top5_acc": 0.61891, "loss_cls": 5.22374, "loss": 5.22374, "time": 0.59468} +{"mode": "train", "epoch": 94, "iter": 1300, "lr": 0.03126, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35766, "top5_acc": 0.61562, "loss_cls": 5.20806, "loss": 5.20806, "time": 0.59477} +{"mode": "train", "epoch": 94, "iter": 1400, "lr": 0.03123, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35422, "top5_acc": 0.62125, "loss_cls": 5.21407, "loss": 5.21407, "time": 0.59347} +{"mode": "train", "epoch": 94, "iter": 1500, "lr": 0.0312, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.34641, "top5_acc": 0.61125, "loss_cls": 5.24307, "loss": 5.24307, "time": 0.59607} +{"mode": "train", "epoch": 94, "iter": 1600, "lr": 0.03118, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.34469, "top5_acc": 0.60984, "loss_cls": 5.27632, "loss": 5.27632, "time": 0.59761} +{"mode": "train", "epoch": 94, "iter": 1700, "lr": 0.03115, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35078, "top5_acc": 0.61, "loss_cls": 5.26204, "loss": 5.26204, "time": 0.59573} +{"mode": "train", "epoch": 94, "iter": 1800, "lr": 0.03113, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34719, "top5_acc": 0.63016, "loss_cls": 5.204, "loss": 5.204, "time": 0.59623} +{"mode": "train", "epoch": 94, "iter": 1900, "lr": 0.0311, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35797, "top5_acc": 0.61625, "loss_cls": 5.22539, "loss": 5.22539, "time": 0.59569} +{"mode": "train", "epoch": 94, "iter": 2000, "lr": 0.03108, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.34875, "top5_acc": 0.6, "loss_cls": 5.29647, "loss": 5.29647, "time": 0.59918} +{"mode": "train", "epoch": 94, "iter": 2100, "lr": 0.03105, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35219, "top5_acc": 0.61172, "loss_cls": 5.24721, "loss": 5.24721, "time": 0.59453} +{"mode": "train", "epoch": 94, "iter": 2200, "lr": 0.03102, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34891, "top5_acc": 0.61062, "loss_cls": 5.26694, "loss": 5.26694, "time": 0.5956} +{"mode": "train", "epoch": 94, "iter": 2300, "lr": 0.031, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.35688, "top5_acc": 0.61234, "loss_cls": 5.219, "loss": 5.219, "time": 0.60423} +{"mode": "train", "epoch": 94, "iter": 2400, "lr": 0.03097, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.33859, "top5_acc": 0.59391, "loss_cls": 5.3299, "loss": 5.3299, "time": 0.59513} +{"mode": "train", "epoch": 94, "iter": 2500, "lr": 0.03095, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.34891, "top5_acc": 0.61281, "loss_cls": 5.25499, "loss": 5.25499, "time": 0.59571} +{"mode": "train", "epoch": 94, "iter": 2600, "lr": 0.03092, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34656, "top5_acc": 0.61672, "loss_cls": 5.24724, "loss": 5.24724, "time": 0.59467} +{"mode": "train", "epoch": 94, "iter": 2700, "lr": 0.03089, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35203, "top5_acc": 0.60469, "loss_cls": 5.26643, "loss": 5.26643, "time": 0.59512} +{"mode": "train", "epoch": 94, "iter": 2800, "lr": 0.03087, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.34734, "top5_acc": 0.61594, "loss_cls": 5.24861, "loss": 5.24861, "time": 0.59616} +{"mode": "train", "epoch": 94, "iter": 2900, "lr": 0.03084, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.35609, "top5_acc": 0.62766, "loss_cls": 5.18442, "loss": 5.18442, "time": 0.60414} +{"mode": "train", "epoch": 94, "iter": 3000, "lr": 0.03082, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.34641, "top5_acc": 0.615, "loss_cls": 5.23752, "loss": 5.23752, "time": 0.59902} +{"mode": "train", "epoch": 94, "iter": 3100, "lr": 0.03079, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.34922, "top5_acc": 0.61359, "loss_cls": 5.23767, "loss": 5.23767, "time": 0.60713} +{"mode": "train", "epoch": 94, "iter": 3200, "lr": 0.03077, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.34984, "top5_acc": 0.62281, "loss_cls": 5.20487, "loss": 5.20487, "time": 0.60082} +{"mode": "train", "epoch": 94, "iter": 3300, "lr": 0.03074, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.3425, "top5_acc": 0.61016, "loss_cls": 5.25368, "loss": 5.25368, "time": 0.59597} +{"mode": "train", "epoch": 94, "iter": 3400, "lr": 0.03071, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.34578, "top5_acc": 0.61766, "loss_cls": 5.23075, "loss": 5.23075, "time": 0.60159} +{"mode": "train", "epoch": 94, "iter": 3500, "lr": 0.03069, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.33859, "top5_acc": 0.60891, "loss_cls": 5.2726, "loss": 5.2726, "time": 0.60494} +{"mode": "train", "epoch": 94, "iter": 3600, "lr": 0.03066, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35375, "top5_acc": 0.62109, "loss_cls": 5.2054, "loss": 5.2054, "time": 0.59842} +{"mode": "train", "epoch": 94, "iter": 3700, "lr": 0.03064, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35562, "top5_acc": 0.61297, "loss_cls": 5.25094, "loss": 5.25094, "time": 0.60094} +{"mode": "val", "epoch": 94, "iter": 309, "lr": 0.03062, "top1_acc": 0.28633, "top5_acc": 0.54394, "mean_class_accuracy": 0.28618} +{"mode": "train", "epoch": 95, "iter": 100, "lr": 0.0306, "memory": 16180, "data_time": 1.3994, "top1_acc": 0.37344, "top5_acc": 0.63438, "loss_cls": 5.14046, "loss": 5.14046, "time": 1.99654} +{"mode": "train", "epoch": 95, "iter": 200, "lr": 0.03057, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35906, "top5_acc": 0.62594, "loss_cls": 5.17895, "loss": 5.17895, "time": 0.59167} +{"mode": "train", "epoch": 95, "iter": 300, "lr": 0.03055, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36875, "top5_acc": 0.63266, "loss_cls": 5.14466, "loss": 5.14466, "time": 0.59477} +{"mode": "train", "epoch": 95, "iter": 400, "lr": 0.03052, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36281, "top5_acc": 0.62469, "loss_cls": 5.19113, "loss": 5.19113, "time": 0.59553} +{"mode": "train", "epoch": 95, "iter": 500, "lr": 0.0305, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35984, "top5_acc": 0.62094, "loss_cls": 5.18625, "loss": 5.18625, "time": 0.60018} +{"mode": "train", "epoch": 95, "iter": 600, "lr": 0.03047, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35312, "top5_acc": 0.62109, "loss_cls": 5.18905, "loss": 5.18905, "time": 0.60495} +{"mode": "train", "epoch": 95, "iter": 700, "lr": 0.03044, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36172, "top5_acc": 0.62594, "loss_cls": 5.18168, "loss": 5.18168, "time": 0.59624} +{"mode": "train", "epoch": 95, "iter": 800, "lr": 0.03042, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36391, "top5_acc": 0.63172, "loss_cls": 5.15328, "loss": 5.15328, "time": 0.59691} +{"mode": "train", "epoch": 95, "iter": 900, "lr": 0.03039, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36312, "top5_acc": 0.62703, "loss_cls": 5.18208, "loss": 5.18208, "time": 0.59913} +{"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.03037, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35672, "top5_acc": 0.61406, "loss_cls": 5.23096, "loss": 5.23096, "time": 0.5934} +{"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.03034, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35219, "top5_acc": 0.61953, "loss_cls": 5.20369, "loss": 5.20369, "time": 0.59387} +{"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.03032, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35141, "top5_acc": 0.60562, "loss_cls": 5.25766, "loss": 5.25766, "time": 0.59691} +{"mode": "train", "epoch": 95, "iter": 1300, "lr": 0.03029, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34734, "top5_acc": 0.60641, "loss_cls": 5.25287, "loss": 5.25287, "time": 0.59737} +{"mode": "train", "epoch": 95, "iter": 1400, "lr": 0.03026, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35812, "top5_acc": 0.61438, "loss_cls": 5.21512, "loss": 5.21512, "time": 0.59366} +{"mode": "train", "epoch": 95, "iter": 1500, "lr": 0.03024, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35016, "top5_acc": 0.61891, "loss_cls": 5.21718, "loss": 5.21718, "time": 0.59492} +{"mode": "train", "epoch": 95, "iter": 1600, "lr": 0.03021, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36047, "top5_acc": 0.61891, "loss_cls": 5.17964, "loss": 5.17964, "time": 0.59588} +{"mode": "train", "epoch": 95, "iter": 1700, "lr": 0.03019, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.34828, "top5_acc": 0.61516, "loss_cls": 5.24724, "loss": 5.24724, "time": 0.60174} +{"mode": "train", "epoch": 95, "iter": 1800, "lr": 0.03016, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.34766, "top5_acc": 0.61797, "loss_cls": 5.24166, "loss": 5.24166, "time": 0.60302} +{"mode": "train", "epoch": 95, "iter": 1900, "lr": 0.03014, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.34922, "top5_acc": 0.60328, "loss_cls": 5.27382, "loss": 5.27382, "time": 0.60395} +{"mode": "train", "epoch": 95, "iter": 2000, "lr": 0.03011, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34844, "top5_acc": 0.61156, "loss_cls": 5.2689, "loss": 5.2689, "time": 0.59491} +{"mode": "train", "epoch": 95, "iter": 2100, "lr": 0.03008, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35312, "top5_acc": 0.62219, "loss_cls": 5.20026, "loss": 5.20026, "time": 0.59495} +{"mode": "train", "epoch": 95, "iter": 2200, "lr": 0.03006, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36797, "top5_acc": 0.61922, "loss_cls": 5.20296, "loss": 5.20296, "time": 0.5969} +{"mode": "train", "epoch": 95, "iter": 2300, "lr": 0.03003, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36156, "top5_acc": 0.62016, "loss_cls": 5.22646, "loss": 5.22646, "time": 0.59315} +{"mode": "train", "epoch": 95, "iter": 2400, "lr": 0.03001, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34938, "top5_acc": 0.6125, "loss_cls": 5.22912, "loss": 5.22912, "time": 0.59752} +{"mode": "train", "epoch": 95, "iter": 2500, "lr": 0.02998, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35641, "top5_acc": 0.62484, "loss_cls": 5.20442, "loss": 5.20442, "time": 0.59822} +{"mode": "train", "epoch": 95, "iter": 2600, "lr": 0.02996, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36266, "top5_acc": 0.60797, "loss_cls": 5.24307, "loss": 5.24307, "time": 0.59419} +{"mode": "train", "epoch": 95, "iter": 2700, "lr": 0.02993, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35781, "top5_acc": 0.62156, "loss_cls": 5.21109, "loss": 5.21109, "time": 0.59664} +{"mode": "train", "epoch": 95, "iter": 2800, "lr": 0.02991, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.35281, "top5_acc": 0.61406, "loss_cls": 5.23324, "loss": 5.23324, "time": 0.59626} +{"mode": "train", "epoch": 95, "iter": 2900, "lr": 0.02988, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.35766, "top5_acc": 0.61219, "loss_cls": 5.21996, "loss": 5.21996, "time": 0.59393} +{"mode": "train", "epoch": 95, "iter": 3000, "lr": 0.02985, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.35438, "top5_acc": 0.61891, "loss_cls": 5.24092, "loss": 5.24092, "time": 0.59451} +{"mode": "train", "epoch": 95, "iter": 3100, "lr": 0.02983, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35531, "top5_acc": 0.60859, "loss_cls": 5.27398, "loss": 5.27398, "time": 0.59344} +{"mode": "train", "epoch": 95, "iter": 3200, "lr": 0.0298, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.35406, "top5_acc": 0.61234, "loss_cls": 5.24684, "loss": 5.24684, "time": 0.59718} +{"mode": "train", "epoch": 95, "iter": 3300, "lr": 0.02978, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.36234, "top5_acc": 0.62266, "loss_cls": 5.16533, "loss": 5.16533, "time": 0.59912} +{"mode": "train", "epoch": 95, "iter": 3400, "lr": 0.02975, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.34312, "top5_acc": 0.60281, "loss_cls": 5.27853, "loss": 5.27853, "time": 0.59872} +{"mode": "train", "epoch": 95, "iter": 3500, "lr": 0.02973, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35062, "top5_acc": 0.61578, "loss_cls": 5.25321, "loss": 5.25321, "time": 0.60435} +{"mode": "train", "epoch": 95, "iter": 3600, "lr": 0.0297, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34969, "top5_acc": 0.62047, "loss_cls": 5.2308, "loss": 5.2308, "time": 0.6005} +{"mode": "train", "epoch": 95, "iter": 3700, "lr": 0.02968, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.33016, "top5_acc": 0.60094, "loss_cls": 5.32684, "loss": 5.32684, "time": 0.59802} +{"mode": "val", "epoch": 95, "iter": 309, "lr": 0.02966, "top1_acc": 0.28912, "top5_acc": 0.55154, "mean_class_accuracy": 0.28905} +{"mode": "train", "epoch": 96, "iter": 100, "lr": 0.02964, "memory": 16180, "data_time": 1.39213, "top1_acc": 0.37266, "top5_acc": 0.63641, "loss_cls": 5.13317, "loss": 5.13317, "time": 1.98773} +{"mode": "train", "epoch": 96, "iter": 200, "lr": 0.02961, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36922, "top5_acc": 0.63875, "loss_cls": 5.13324, "loss": 5.13324, "time": 0.58804} +{"mode": "train", "epoch": 96, "iter": 300, "lr": 0.02959, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36391, "top5_acc": 0.62453, "loss_cls": 5.18788, "loss": 5.18788, "time": 0.59314} +{"mode": "train", "epoch": 96, "iter": 400, "lr": 0.02956, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35609, "top5_acc": 0.62047, "loss_cls": 5.18378, "loss": 5.18378, "time": 0.59333} +{"mode": "train", "epoch": 96, "iter": 500, "lr": 0.02954, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36266, "top5_acc": 0.62906, "loss_cls": 5.18596, "loss": 5.18596, "time": 0.59265} +{"mode": "train", "epoch": 96, "iter": 600, "lr": 0.02951, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36062, "top5_acc": 0.62125, "loss_cls": 5.19493, "loss": 5.19493, "time": 0.59853} +{"mode": "train", "epoch": 96, "iter": 700, "lr": 0.02948, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36375, "top5_acc": 0.62328, "loss_cls": 5.17393, "loss": 5.17393, "time": 0.60064} +{"mode": "train", "epoch": 96, "iter": 800, "lr": 0.02946, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35203, "top5_acc": 0.61672, "loss_cls": 5.2251, "loss": 5.2251, "time": 0.59927} +{"mode": "train", "epoch": 96, "iter": 900, "lr": 0.02943, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35344, "top5_acc": 0.61766, "loss_cls": 5.21623, "loss": 5.21623, "time": 0.59824} +{"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.02941, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35516, "top5_acc": 0.62078, "loss_cls": 5.21496, "loss": 5.21496, "time": 0.59893} +{"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.02938, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36031, "top5_acc": 0.62531, "loss_cls": 5.2185, "loss": 5.2185, "time": 0.5976} +{"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.02936, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35094, "top5_acc": 0.62031, "loss_cls": 5.23072, "loss": 5.23072, "time": 0.59511} +{"mode": "train", "epoch": 96, "iter": 1300, "lr": 0.02933, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36, "top5_acc": 0.61844, "loss_cls": 5.20526, "loss": 5.20526, "time": 0.59535} +{"mode": "train", "epoch": 96, "iter": 1400, "lr": 0.02931, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.34797, "top5_acc": 0.61031, "loss_cls": 5.2389, "loss": 5.2389, "time": 0.59485} +{"mode": "train", "epoch": 96, "iter": 1500, "lr": 0.02928, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36172, "top5_acc": 0.61578, "loss_cls": 5.21177, "loss": 5.21177, "time": 0.5942} +{"mode": "train", "epoch": 96, "iter": 1600, "lr": 0.02926, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35906, "top5_acc": 0.61969, "loss_cls": 5.21971, "loss": 5.21971, "time": 0.59669} +{"mode": "train", "epoch": 96, "iter": 1700, "lr": 0.02923, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36, "top5_acc": 0.61812, "loss_cls": 5.21615, "loss": 5.21615, "time": 0.5959} +{"mode": "train", "epoch": 96, "iter": 1800, "lr": 0.0292, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35578, "top5_acc": 0.62, "loss_cls": 5.20409, "loss": 5.20409, "time": 0.59898} +{"mode": "train", "epoch": 96, "iter": 1900, "lr": 0.02918, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35438, "top5_acc": 0.62078, "loss_cls": 5.20118, "loss": 5.20118, "time": 0.59619} +{"mode": "train", "epoch": 96, "iter": 2000, "lr": 0.02915, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.35734, "top5_acc": 0.625, "loss_cls": 5.18975, "loss": 5.18975, "time": 0.59605} +{"mode": "train", "epoch": 96, "iter": 2100, "lr": 0.02913, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.35125, "top5_acc": 0.61422, "loss_cls": 5.26365, "loss": 5.26365, "time": 0.59829} +{"mode": "train", "epoch": 96, "iter": 2200, "lr": 0.0291, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.35266, "top5_acc": 0.61562, "loss_cls": 5.24815, "loss": 5.24815, "time": 0.59546} +{"mode": "train", "epoch": 96, "iter": 2300, "lr": 0.02908, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.3575, "top5_acc": 0.62281, "loss_cls": 5.19081, "loss": 5.19081, "time": 0.59585} +{"mode": "train", "epoch": 96, "iter": 2400, "lr": 0.02905, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.35375, "top5_acc": 0.61953, "loss_cls": 5.21501, "loss": 5.21501, "time": 0.59684} +{"mode": "train", "epoch": 96, "iter": 2500, "lr": 0.02903, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.365, "top5_acc": 0.63578, "loss_cls": 5.15432, "loss": 5.15432, "time": 0.59703} +{"mode": "train", "epoch": 96, "iter": 2600, "lr": 0.029, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35656, "top5_acc": 0.6175, "loss_cls": 5.21187, "loss": 5.21187, "time": 0.59645} +{"mode": "train", "epoch": 96, "iter": 2700, "lr": 0.02898, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35578, "top5_acc": 0.61984, "loss_cls": 5.22336, "loss": 5.22336, "time": 0.59697} +{"mode": "train", "epoch": 96, "iter": 2800, "lr": 0.02895, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.36125, "top5_acc": 0.62703, "loss_cls": 5.15962, "loss": 5.15962, "time": 0.60384} +{"mode": "train", "epoch": 96, "iter": 2900, "lr": 0.02893, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35188, "top5_acc": 0.61578, "loss_cls": 5.22158, "loss": 5.22158, "time": 0.59806} +{"mode": "train", "epoch": 96, "iter": 3000, "lr": 0.0289, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36328, "top5_acc": 0.62484, "loss_cls": 5.18908, "loss": 5.18908, "time": 0.5954} +{"mode": "train", "epoch": 96, "iter": 3100, "lr": 0.02887, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36172, "top5_acc": 0.62719, "loss_cls": 5.21603, "loss": 5.21603, "time": 0.59733} +{"mode": "train", "epoch": 96, "iter": 3200, "lr": 0.02885, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35172, "top5_acc": 0.61391, "loss_cls": 5.24094, "loss": 5.24094, "time": 0.5975} +{"mode": "train", "epoch": 96, "iter": 3300, "lr": 0.02882, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.35984, "top5_acc": 0.61969, "loss_cls": 5.19382, "loss": 5.19382, "time": 0.59492} +{"mode": "train", "epoch": 96, "iter": 3400, "lr": 0.0288, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.34453, "top5_acc": 0.61922, "loss_cls": 5.24012, "loss": 5.24012, "time": 0.60016} +{"mode": "train", "epoch": 96, "iter": 3500, "lr": 0.02877, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35938, "top5_acc": 0.61719, "loss_cls": 5.22088, "loss": 5.22088, "time": 0.60147} +{"mode": "train", "epoch": 96, "iter": 3600, "lr": 0.02875, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36328, "top5_acc": 0.62656, "loss_cls": 5.19792, "loss": 5.19792, "time": 0.59102} +{"mode": "train", "epoch": 96, "iter": 3700, "lr": 0.02872, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.36609, "top5_acc": 0.62734, "loss_cls": 5.16044, "loss": 5.16044, "time": 0.59392} +{"mode": "val", "epoch": 96, "iter": 309, "lr": 0.02871, "top1_acc": 0.28061, "top5_acc": 0.52945, "mean_class_accuracy": 0.28051} +{"mode": "train", "epoch": 97, "iter": 100, "lr": 0.02869, "memory": 16180, "data_time": 1.4296, "top1_acc": 0.36625, "top5_acc": 0.62734, "loss_cls": 5.138, "loss": 5.138, "time": 2.0294} +{"mode": "train", "epoch": 97, "iter": 200, "lr": 0.02866, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.35688, "top5_acc": 0.62938, "loss_cls": 5.18538, "loss": 5.18538, "time": 0.6011} +{"mode": "train", "epoch": 97, "iter": 300, "lr": 0.02864, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.36219, "top5_acc": 0.63328, "loss_cls": 5.15569, "loss": 5.15569, "time": 0.59674} +{"mode": "train", "epoch": 97, "iter": 400, "lr": 0.02861, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36438, "top5_acc": 0.62719, "loss_cls": 5.16412, "loss": 5.16412, "time": 0.5966} +{"mode": "train", "epoch": 97, "iter": 500, "lr": 0.02858, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36625, "top5_acc": 0.62938, "loss_cls": 5.16419, "loss": 5.16419, "time": 0.59471} +{"mode": "train", "epoch": 97, "iter": 600, "lr": 0.02856, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35812, "top5_acc": 0.62953, "loss_cls": 5.14469, "loss": 5.14469, "time": 0.60097} +{"mode": "train", "epoch": 97, "iter": 700, "lr": 0.02853, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35875, "top5_acc": 0.63953, "loss_cls": 5.14088, "loss": 5.14088, "time": 0.6081} +{"mode": "train", "epoch": 97, "iter": 800, "lr": 0.02851, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35859, "top5_acc": 0.63156, "loss_cls": 5.16694, "loss": 5.16694, "time": 0.59561} +{"mode": "train", "epoch": 97, "iter": 900, "lr": 0.02848, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.35234, "top5_acc": 0.62359, "loss_cls": 5.19094, "loss": 5.19094, "time": 0.59295} +{"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.02846, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35562, "top5_acc": 0.61984, "loss_cls": 5.17791, "loss": 5.17791, "time": 0.59683} +{"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.02843, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3625, "top5_acc": 0.63078, "loss_cls": 5.16791, "loss": 5.16791, "time": 0.59431} +{"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.02841, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36984, "top5_acc": 0.62844, "loss_cls": 5.18283, "loss": 5.18283, "time": 0.59458} +{"mode": "train", "epoch": 97, "iter": 1300, "lr": 0.02838, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35453, "top5_acc": 0.61359, "loss_cls": 5.22339, "loss": 5.22339, "time": 0.59639} +{"mode": "train", "epoch": 97, "iter": 1400, "lr": 0.02836, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35719, "top5_acc": 0.61312, "loss_cls": 5.23193, "loss": 5.23193, "time": 0.59421} +{"mode": "train", "epoch": 97, "iter": 1500, "lr": 0.02833, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.36062, "top5_acc": 0.62266, "loss_cls": 5.18827, "loss": 5.18827, "time": 0.5975} +{"mode": "train", "epoch": 97, "iter": 1600, "lr": 0.02831, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36375, "top5_acc": 0.62938, "loss_cls": 5.16654, "loss": 5.16654, "time": 0.59445} +{"mode": "train", "epoch": 97, "iter": 1700, "lr": 0.02828, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.34734, "top5_acc": 0.61438, "loss_cls": 5.23661, "loss": 5.23661, "time": 0.59842} +{"mode": "train", "epoch": 97, "iter": 1800, "lr": 0.02826, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35703, "top5_acc": 0.62203, "loss_cls": 5.19979, "loss": 5.19979, "time": 0.59517} +{"mode": "train", "epoch": 97, "iter": 1900, "lr": 0.02823, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35922, "top5_acc": 0.62109, "loss_cls": 5.20663, "loss": 5.20663, "time": 0.59241} +{"mode": "train", "epoch": 97, "iter": 2000, "lr": 0.02821, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.35453, "top5_acc": 0.62125, "loss_cls": 5.23499, "loss": 5.23499, "time": 0.5944} +{"mode": "train", "epoch": 97, "iter": 2100, "lr": 0.02818, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35578, "top5_acc": 0.625, "loss_cls": 5.20845, "loss": 5.20845, "time": 0.59258} +{"mode": "train", "epoch": 97, "iter": 2200, "lr": 0.02816, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.34766, "top5_acc": 0.61625, "loss_cls": 5.24472, "loss": 5.24472, "time": 0.59443} +{"mode": "train", "epoch": 97, "iter": 2300, "lr": 0.02813, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.35734, "top5_acc": 0.62969, "loss_cls": 5.16457, "loss": 5.16457, "time": 0.59836} +{"mode": "train", "epoch": 97, "iter": 2400, "lr": 0.02811, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35234, "top5_acc": 0.61547, "loss_cls": 5.2323, "loss": 5.2323, "time": 0.59546} +{"mode": "train", "epoch": 97, "iter": 2500, "lr": 0.02808, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35406, "top5_acc": 0.61359, "loss_cls": 5.20627, "loss": 5.20627, "time": 0.59674} +{"mode": "train", "epoch": 97, "iter": 2600, "lr": 0.02806, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.35922, "top5_acc": 0.62719, "loss_cls": 5.20455, "loss": 5.20455, "time": 0.59551} +{"mode": "train", "epoch": 97, "iter": 2700, "lr": 0.02803, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36625, "top5_acc": 0.62656, "loss_cls": 5.16858, "loss": 5.16858, "time": 0.59815} +{"mode": "train", "epoch": 97, "iter": 2800, "lr": 0.02801, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35562, "top5_acc": 0.62016, "loss_cls": 5.21605, "loss": 5.21605, "time": 0.59723} +{"mode": "train", "epoch": 97, "iter": 2900, "lr": 0.02798, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.36125, "top5_acc": 0.62687, "loss_cls": 5.20267, "loss": 5.20267, "time": 0.59771} +{"mode": "train", "epoch": 97, "iter": 3000, "lr": 0.02796, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.36453, "top5_acc": 0.63516, "loss_cls": 5.15158, "loss": 5.15158, "time": 0.60257} +{"mode": "train", "epoch": 97, "iter": 3100, "lr": 0.02793, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.35906, "top5_acc": 0.62672, "loss_cls": 5.21491, "loss": 5.21491, "time": 0.60183} +{"mode": "train", "epoch": 97, "iter": 3200, "lr": 0.02791, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.36859, "top5_acc": 0.62375, "loss_cls": 5.18345, "loss": 5.18345, "time": 0.60224} +{"mode": "train", "epoch": 97, "iter": 3300, "lr": 0.02788, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.35688, "top5_acc": 0.61906, "loss_cls": 5.20678, "loss": 5.20678, "time": 0.60441} +{"mode": "train", "epoch": 97, "iter": 3400, "lr": 0.02786, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.35719, "top5_acc": 0.62047, "loss_cls": 5.19667, "loss": 5.19667, "time": 0.59829} +{"mode": "train", "epoch": 97, "iter": 3500, "lr": 0.02783, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35938, "top5_acc": 0.61922, "loss_cls": 5.18528, "loss": 5.18528, "time": 0.60705} +{"mode": "train", "epoch": 97, "iter": 3600, "lr": 0.02781, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36281, "top5_acc": 0.63031, "loss_cls": 5.18652, "loss": 5.18652, "time": 0.59836} +{"mode": "train", "epoch": 97, "iter": 3700, "lr": 0.02778, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36281, "top5_acc": 0.62859, "loss_cls": 5.18341, "loss": 5.18341, "time": 0.60387} +{"mode": "val", "epoch": 97, "iter": 309, "lr": 0.02777, "top1_acc": 0.30558, "top5_acc": 0.5604, "mean_class_accuracy": 0.30542} +{"mode": "train", "epoch": 98, "iter": 100, "lr": 0.02774, "memory": 16180, "data_time": 1.4065, "top1_acc": 0.36562, "top5_acc": 0.63188, "loss_cls": 5.14974, "loss": 5.14974, "time": 2.00448} +{"mode": "train", "epoch": 98, "iter": 200, "lr": 0.02772, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36703, "top5_acc": 0.63453, "loss_cls": 5.14634, "loss": 5.14634, "time": 0.59299} +{"mode": "train", "epoch": 98, "iter": 300, "lr": 0.02769, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35531, "top5_acc": 0.63531, "loss_cls": 5.15033, "loss": 5.15033, "time": 0.59495} +{"mode": "train", "epoch": 98, "iter": 400, "lr": 0.02767, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.36906, "top5_acc": 0.62328, "loss_cls": 5.1506, "loss": 5.1506, "time": 0.5986} +{"mode": "train", "epoch": 98, "iter": 500, "lr": 0.02764, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.37219, "top5_acc": 0.62297, "loss_cls": 5.15552, "loss": 5.15552, "time": 0.5984} +{"mode": "train", "epoch": 98, "iter": 600, "lr": 0.02762, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.37188, "top5_acc": 0.6375, "loss_cls": 5.12692, "loss": 5.12692, "time": 0.60349} +{"mode": "train", "epoch": 98, "iter": 700, "lr": 0.02759, "memory": 16180, "data_time": 0.00062, "top1_acc": 0.35641, "top5_acc": 0.62813, "loss_cls": 5.17055, "loss": 5.17055, "time": 0.60583} +{"mode": "train", "epoch": 98, "iter": 800, "lr": 0.02757, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36203, "top5_acc": 0.62859, "loss_cls": 5.1607, "loss": 5.1607, "time": 0.60074} +{"mode": "train", "epoch": 98, "iter": 900, "lr": 0.02754, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36516, "top5_acc": 0.62281, "loss_cls": 5.16943, "loss": 5.16943, "time": 0.59594} +{"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.02752, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36219, "top5_acc": 0.62313, "loss_cls": 5.20489, "loss": 5.20489, "time": 0.59555} +{"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.02749, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36516, "top5_acc": 0.62656, "loss_cls": 5.18127, "loss": 5.18127, "time": 0.59233} +{"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.02747, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36594, "top5_acc": 0.62734, "loss_cls": 5.15759, "loss": 5.15759, "time": 0.5938} +{"mode": "train", "epoch": 98, "iter": 1300, "lr": 0.02744, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36578, "top5_acc": 0.63484, "loss_cls": 5.15191, "loss": 5.15191, "time": 0.59231} +{"mode": "train", "epoch": 98, "iter": 1400, "lr": 0.02742, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.3575, "top5_acc": 0.62031, "loss_cls": 5.19672, "loss": 5.19672, "time": 0.59001} +{"mode": "train", "epoch": 98, "iter": 1500, "lr": 0.02739, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35562, "top5_acc": 0.6225, "loss_cls": 5.18986, "loss": 5.18986, "time": 0.59587} +{"mode": "train", "epoch": 98, "iter": 1600, "lr": 0.02737, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36203, "top5_acc": 0.62328, "loss_cls": 5.18533, "loss": 5.18533, "time": 0.59496} +{"mode": "train", "epoch": 98, "iter": 1700, "lr": 0.02734, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36906, "top5_acc": 0.62594, "loss_cls": 5.17272, "loss": 5.17272, "time": 0.59375} +{"mode": "train", "epoch": 98, "iter": 1800, "lr": 0.02732, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36375, "top5_acc": 0.62781, "loss_cls": 5.15146, "loss": 5.15146, "time": 0.59345} +{"mode": "train", "epoch": 98, "iter": 1900, "lr": 0.02729, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37031, "top5_acc": 0.63484, "loss_cls": 5.13409, "loss": 5.13409, "time": 0.59471} +{"mode": "train", "epoch": 98, "iter": 2000, "lr": 0.02727, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36094, "top5_acc": 0.62813, "loss_cls": 5.17829, "loss": 5.17829, "time": 0.5925} +{"mode": "train", "epoch": 98, "iter": 2100, "lr": 0.02724, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36406, "top5_acc": 0.62203, "loss_cls": 5.19923, "loss": 5.19923, "time": 0.59356} +{"mode": "train", "epoch": 98, "iter": 2200, "lr": 0.02722, "memory": 16180, "data_time": 0.00052, "top1_acc": 0.35859, "top5_acc": 0.63156, "loss_cls": 5.17833, "loss": 5.17833, "time": 0.59383} +{"mode": "train", "epoch": 98, "iter": 2300, "lr": 0.02719, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36469, "top5_acc": 0.62844, "loss_cls": 5.16626, "loss": 5.16626, "time": 0.59358} +{"mode": "train", "epoch": 98, "iter": 2400, "lr": 0.02717, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36906, "top5_acc": 0.62703, "loss_cls": 5.18698, "loss": 5.18698, "time": 0.59613} +{"mode": "train", "epoch": 98, "iter": 2500, "lr": 0.02714, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.36969, "top5_acc": 0.62797, "loss_cls": 5.16899, "loss": 5.16899, "time": 0.60434} +{"mode": "train", "epoch": 98, "iter": 2600, "lr": 0.02712, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.36469, "top5_acc": 0.62641, "loss_cls": 5.17481, "loss": 5.17481, "time": 0.60312} +{"mode": "train", "epoch": 98, "iter": 2700, "lr": 0.02709, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.355, "top5_acc": 0.61344, "loss_cls": 5.23372, "loss": 5.23372, "time": 0.59944} +{"mode": "train", "epoch": 98, "iter": 2800, "lr": 0.02707, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36422, "top5_acc": 0.6325, "loss_cls": 5.15386, "loss": 5.15386, "time": 0.59356} +{"mode": "train", "epoch": 98, "iter": 2900, "lr": 0.02705, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36234, "top5_acc": 0.62531, "loss_cls": 5.1886, "loss": 5.1886, "time": 0.59489} +{"mode": "train", "epoch": 98, "iter": 3000, "lr": 0.02702, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35891, "top5_acc": 0.61875, "loss_cls": 5.19879, "loss": 5.19879, "time": 0.59562} +{"mode": "train", "epoch": 98, "iter": 3100, "lr": 0.027, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.35547, "top5_acc": 0.62172, "loss_cls": 5.17954, "loss": 5.17954, "time": 0.60056} +{"mode": "train", "epoch": 98, "iter": 3200, "lr": 0.02697, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.35766, "top5_acc": 0.62844, "loss_cls": 5.18773, "loss": 5.18773, "time": 0.593} +{"mode": "train", "epoch": 98, "iter": 3300, "lr": 0.02695, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.35469, "top5_acc": 0.61969, "loss_cls": 5.19439, "loss": 5.19439, "time": 0.597} +{"mode": "train", "epoch": 98, "iter": 3400, "lr": 0.02692, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36516, "top5_acc": 0.62359, "loss_cls": 5.18178, "loss": 5.18178, "time": 0.60212} +{"mode": "train", "epoch": 98, "iter": 3500, "lr": 0.0269, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36281, "top5_acc": 0.6275, "loss_cls": 5.17569, "loss": 5.17569, "time": 0.59884} +{"mode": "train", "epoch": 98, "iter": 3600, "lr": 0.02687, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.35312, "top5_acc": 0.62234, "loss_cls": 5.21733, "loss": 5.21733, "time": 0.5967} +{"mode": "train", "epoch": 98, "iter": 3700, "lr": 0.02685, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36859, "top5_acc": 0.63031, "loss_cls": 5.15544, "loss": 5.15544, "time": 0.59931} +{"mode": "val", "epoch": 98, "iter": 309, "lr": 0.02684, "top1_acc": 0.29864, "top5_acc": 0.55473, "mean_class_accuracy": 0.29835} +{"mode": "train", "epoch": 99, "iter": 100, "lr": 0.02681, "memory": 16180, "data_time": 1.39889, "top1_acc": 0.36875, "top5_acc": 0.63453, "loss_cls": 5.13537, "loss": 5.13537, "time": 1.99964} +{"mode": "train", "epoch": 99, "iter": 200, "lr": 0.02679, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.37578, "top5_acc": 0.63328, "loss_cls": 5.12949, "loss": 5.12949, "time": 0.60177} +{"mode": "train", "epoch": 99, "iter": 300, "lr": 0.02676, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37578, "top5_acc": 0.63031, "loss_cls": 5.14896, "loss": 5.14896, "time": 0.59926} +{"mode": "train", "epoch": 99, "iter": 400, "lr": 0.02674, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35781, "top5_acc": 0.62344, "loss_cls": 5.17695, "loss": 5.17695, "time": 0.60116} +{"mode": "train", "epoch": 99, "iter": 500, "lr": 0.02671, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.375, "top5_acc": 0.63484, "loss_cls": 5.10287, "loss": 5.10287, "time": 0.60594} +{"mode": "train", "epoch": 99, "iter": 600, "lr": 0.02669, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.36844, "top5_acc": 0.64, "loss_cls": 5.10951, "loss": 5.10951, "time": 0.61399} +{"mode": "train", "epoch": 99, "iter": 700, "lr": 0.02666, "memory": 16180, "data_time": 0.0006, "top1_acc": 0.37219, "top5_acc": 0.64281, "loss_cls": 5.1206, "loss": 5.1206, "time": 0.60969} +{"mode": "train", "epoch": 99, "iter": 800, "lr": 0.02664, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.34953, "top5_acc": 0.62422, "loss_cls": 5.21656, "loss": 5.21656, "time": 0.60323} +{"mode": "train", "epoch": 99, "iter": 900, "lr": 0.02661, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.36828, "top5_acc": 0.63281, "loss_cls": 5.14747, "loss": 5.14747, "time": 0.59688} +{"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.02659, "memory": 16180, "data_time": 0.00065, "top1_acc": 0.36969, "top5_acc": 0.63813, "loss_cls": 5.12826, "loss": 5.12826, "time": 0.59764} +{"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.02656, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.38344, "top5_acc": 0.65, "loss_cls": 5.05576, "loss": 5.05576, "time": 0.60073} +{"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.02654, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37156, "top5_acc": 0.62547, "loss_cls": 5.13792, "loss": 5.13792, "time": 0.59394} +{"mode": "train", "epoch": 99, "iter": 1300, "lr": 0.02651, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37016, "top5_acc": 0.62984, "loss_cls": 5.12898, "loss": 5.12898, "time": 0.59562} +{"mode": "train", "epoch": 99, "iter": 1400, "lr": 0.02649, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.34875, "top5_acc": 0.61875, "loss_cls": 5.20062, "loss": 5.20062, "time": 0.59887} +{"mode": "train", "epoch": 99, "iter": 1500, "lr": 0.02646, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.37438, "top5_acc": 0.63125, "loss_cls": 5.12985, "loss": 5.12985, "time": 0.59644} +{"mode": "train", "epoch": 99, "iter": 1600, "lr": 0.02644, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.37141, "top5_acc": 0.62922, "loss_cls": 5.1485, "loss": 5.1485, "time": 0.59586} +{"mode": "train", "epoch": 99, "iter": 1700, "lr": 0.02642, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.36656, "top5_acc": 0.62687, "loss_cls": 5.17236, "loss": 5.17236, "time": 0.60064} +{"mode": "train", "epoch": 99, "iter": 1800, "lr": 0.02639, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.36016, "top5_acc": 0.62641, "loss_cls": 5.1905, "loss": 5.1905, "time": 0.59997} +{"mode": "train", "epoch": 99, "iter": 1900, "lr": 0.02637, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.37141, "top5_acc": 0.62594, "loss_cls": 5.15451, "loss": 5.15451, "time": 0.60048} +{"mode": "train", "epoch": 99, "iter": 2000, "lr": 0.02634, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.35922, "top5_acc": 0.62656, "loss_cls": 5.16914, "loss": 5.16914, "time": 0.60292} +{"mode": "train", "epoch": 99, "iter": 2100, "lr": 0.02632, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.36203, "top5_acc": 0.62781, "loss_cls": 5.18021, "loss": 5.18021, "time": 0.60214} +{"mode": "train", "epoch": 99, "iter": 2200, "lr": 0.02629, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37078, "top5_acc": 0.63484, "loss_cls": 5.15294, "loss": 5.15294, "time": 0.59551} +{"mode": "train", "epoch": 99, "iter": 2300, "lr": 0.02627, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.36266, "top5_acc": 0.62484, "loss_cls": 5.1834, "loss": 5.1834, "time": 0.60293} +{"mode": "train", "epoch": 99, "iter": 2400, "lr": 0.02624, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36734, "top5_acc": 0.63156, "loss_cls": 5.14721, "loss": 5.14721, "time": 0.59548} +{"mode": "train", "epoch": 99, "iter": 2500, "lr": 0.02622, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36516, "top5_acc": 0.62453, "loss_cls": 5.14529, "loss": 5.14529, "time": 0.59552} +{"mode": "train", "epoch": 99, "iter": 2600, "lr": 0.02619, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36641, "top5_acc": 0.63094, "loss_cls": 5.16531, "loss": 5.16531, "time": 0.59267} +{"mode": "train", "epoch": 99, "iter": 2700, "lr": 0.02617, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37719, "top5_acc": 0.62625, "loss_cls": 5.15473, "loss": 5.15473, "time": 0.59626} +{"mode": "train", "epoch": 99, "iter": 2800, "lr": 0.02614, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.36328, "top5_acc": 0.62578, "loss_cls": 5.17284, "loss": 5.17284, "time": 0.60144} +{"mode": "train", "epoch": 99, "iter": 2900, "lr": 0.02612, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.36406, "top5_acc": 0.62703, "loss_cls": 5.16313, "loss": 5.16313, "time": 0.60102} +{"mode": "train", "epoch": 99, "iter": 3000, "lr": 0.0261, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.36625, "top5_acc": 0.62719, "loss_cls": 5.1654, "loss": 5.1654, "time": 0.59977} +{"mode": "train", "epoch": 99, "iter": 3100, "lr": 0.02607, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.36859, "top5_acc": 0.62953, "loss_cls": 5.16137, "loss": 5.16137, "time": 0.60458} +{"mode": "train", "epoch": 99, "iter": 3200, "lr": 0.02605, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.35562, "top5_acc": 0.62453, "loss_cls": 5.18767, "loss": 5.18767, "time": 0.60395} +{"mode": "train", "epoch": 99, "iter": 3300, "lr": 0.02602, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.36469, "top5_acc": 0.61906, "loss_cls": 5.19392, "loss": 5.19392, "time": 0.60276} +{"mode": "train", "epoch": 99, "iter": 3400, "lr": 0.026, "memory": 16180, "data_time": 0.0005, "top1_acc": 0.36234, "top5_acc": 0.62453, "loss_cls": 5.18255, "loss": 5.18255, "time": 0.60319} +{"mode": "train", "epoch": 99, "iter": 3500, "lr": 0.02597, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36641, "top5_acc": 0.62859, "loss_cls": 5.16589, "loss": 5.16589, "time": 0.59727} +{"mode": "train", "epoch": 99, "iter": 3600, "lr": 0.02595, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36172, "top5_acc": 0.63547, "loss_cls": 5.17175, "loss": 5.17175, "time": 0.59691} +{"mode": "train", "epoch": 99, "iter": 3700, "lr": 0.02592, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36375, "top5_acc": 0.62797, "loss_cls": 5.16425, "loss": 5.16425, "time": 0.60128} +{"mode": "val", "epoch": 99, "iter": 309, "lr": 0.02591, "top1_acc": 0.28881, "top5_acc": 0.54131, "mean_class_accuracy": 0.28856} +{"mode": "train", "epoch": 100, "iter": 100, "lr": 0.02589, "memory": 16180, "data_time": 1.40043, "top1_acc": 0.37797, "top5_acc": 0.63953, "loss_cls": 5.09382, "loss": 5.09382, "time": 1.99815} +{"mode": "train", "epoch": 100, "iter": 200, "lr": 0.02586, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38938, "top5_acc": 0.6475, "loss_cls": 5.03769, "loss": 5.03769, "time": 0.59514} +{"mode": "train", "epoch": 100, "iter": 300, "lr": 0.02584, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36344, "top5_acc": 0.62844, "loss_cls": 5.17768, "loss": 5.17768, "time": 0.59649} +{"mode": "train", "epoch": 100, "iter": 400, "lr": 0.02581, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.37891, "top5_acc": 0.64031, "loss_cls": 5.09688, "loss": 5.09688, "time": 0.5996} +{"mode": "train", "epoch": 100, "iter": 500, "lr": 0.02579, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.36672, "top5_acc": 0.64875, "loss_cls": 5.09028, "loss": 5.09028, "time": 0.59846} +{"mode": "train", "epoch": 100, "iter": 600, "lr": 0.02577, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36375, "top5_acc": 0.62719, "loss_cls": 5.15791, "loss": 5.15791, "time": 0.59807} +{"mode": "train", "epoch": 100, "iter": 700, "lr": 0.02574, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.37641, "top5_acc": 0.64141, "loss_cls": 5.09132, "loss": 5.09132, "time": 0.59938} +{"mode": "train", "epoch": 100, "iter": 800, "lr": 0.02572, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.3675, "top5_acc": 0.63766, "loss_cls": 5.11546, "loss": 5.11546, "time": 0.60397} +{"mode": "train", "epoch": 100, "iter": 900, "lr": 0.02569, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.36969, "top5_acc": 0.63109, "loss_cls": 5.12421, "loss": 5.12421, "time": 0.59632} +{"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.02567, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36078, "top5_acc": 0.62219, "loss_cls": 5.16416, "loss": 5.16416, "time": 0.59582} +{"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.02564, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.37375, "top5_acc": 0.63984, "loss_cls": 5.08764, "loss": 5.08764, "time": 0.60084} +{"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.02562, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36422, "top5_acc": 0.62938, "loss_cls": 5.16349, "loss": 5.16349, "time": 0.59283} +{"mode": "train", "epoch": 100, "iter": 1300, "lr": 0.02559, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37234, "top5_acc": 0.63438, "loss_cls": 5.10977, "loss": 5.10977, "time": 0.59238} +{"mode": "train", "epoch": 100, "iter": 1400, "lr": 0.02557, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36469, "top5_acc": 0.63359, "loss_cls": 5.14597, "loss": 5.14597, "time": 0.59181} +{"mode": "train", "epoch": 100, "iter": 1500, "lr": 0.02555, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37141, "top5_acc": 0.6375, "loss_cls": 5.12592, "loss": 5.12592, "time": 0.59438} +{"mode": "train", "epoch": 100, "iter": 1600, "lr": 0.02552, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.35906, "top5_acc": 0.62344, "loss_cls": 5.15967, "loss": 5.15967, "time": 0.59416} +{"mode": "train", "epoch": 100, "iter": 1700, "lr": 0.0255, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36906, "top5_acc": 0.63797, "loss_cls": 5.13657, "loss": 5.13657, "time": 0.59576} +{"mode": "train", "epoch": 100, "iter": 1800, "lr": 0.02547, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36781, "top5_acc": 0.62813, "loss_cls": 5.15091, "loss": 5.15091, "time": 0.59534} +{"mode": "train", "epoch": 100, "iter": 1900, "lr": 0.02545, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37375, "top5_acc": 0.64203, "loss_cls": 5.10786, "loss": 5.10786, "time": 0.59315} +{"mode": "train", "epoch": 100, "iter": 2000, "lr": 0.02542, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.37375, "top5_acc": 0.63203, "loss_cls": 5.1448, "loss": 5.1448, "time": 0.59951} +{"mode": "train", "epoch": 100, "iter": 2100, "lr": 0.0254, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.3575, "top5_acc": 0.62281, "loss_cls": 5.17858, "loss": 5.17858, "time": 0.60104} +{"mode": "train", "epoch": 100, "iter": 2200, "lr": 0.02538, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36859, "top5_acc": 0.63453, "loss_cls": 5.16502, "loss": 5.16502, "time": 0.5946} +{"mode": "train", "epoch": 100, "iter": 2300, "lr": 0.02535, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.35906, "top5_acc": 0.63141, "loss_cls": 5.14911, "loss": 5.14911, "time": 0.5944} +{"mode": "train", "epoch": 100, "iter": 2400, "lr": 0.02533, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36359, "top5_acc": 0.62672, "loss_cls": 5.16712, "loss": 5.16712, "time": 0.59241} +{"mode": "train", "epoch": 100, "iter": 2500, "lr": 0.0253, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37297, "top5_acc": 0.63359, "loss_cls": 5.13021, "loss": 5.13021, "time": 0.59359} +{"mode": "train", "epoch": 100, "iter": 2600, "lr": 0.02528, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36453, "top5_acc": 0.62594, "loss_cls": 5.18159, "loss": 5.18159, "time": 0.59188} +{"mode": "train", "epoch": 100, "iter": 2700, "lr": 0.02525, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37078, "top5_acc": 0.62391, "loss_cls": 5.14937, "loss": 5.14937, "time": 0.59411} +{"mode": "train", "epoch": 100, "iter": 2800, "lr": 0.02523, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36609, "top5_acc": 0.6275, "loss_cls": 5.14669, "loss": 5.14669, "time": 0.59333} +{"mode": "train", "epoch": 100, "iter": 2900, "lr": 0.02521, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37734, "top5_acc": 0.64031, "loss_cls": 5.11617, "loss": 5.11617, "time": 0.5946} +{"mode": "train", "epoch": 100, "iter": 3000, "lr": 0.02518, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37078, "top5_acc": 0.62578, "loss_cls": 5.14755, "loss": 5.14755, "time": 0.59384} +{"mode": "train", "epoch": 100, "iter": 3100, "lr": 0.02516, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36141, "top5_acc": 0.63141, "loss_cls": 5.14707, "loss": 5.14707, "time": 0.59499} +{"mode": "train", "epoch": 100, "iter": 3200, "lr": 0.02513, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.37547, "top5_acc": 0.63375, "loss_cls": 5.13549, "loss": 5.13549, "time": 0.59273} +{"mode": "train", "epoch": 100, "iter": 3300, "lr": 0.02511, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.37266, "top5_acc": 0.64484, "loss_cls": 5.10894, "loss": 5.10894, "time": 0.5947} +{"mode": "train", "epoch": 100, "iter": 3400, "lr": 0.02508, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.37406, "top5_acc": 0.63453, "loss_cls": 5.14635, "loss": 5.14635, "time": 0.60051} +{"mode": "train", "epoch": 100, "iter": 3500, "lr": 0.02506, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.36641, "top5_acc": 0.63125, "loss_cls": 5.16197, "loss": 5.16197, "time": 0.60133} +{"mode": "train", "epoch": 100, "iter": 3600, "lr": 0.02504, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36234, "top5_acc": 0.62625, "loss_cls": 5.17207, "loss": 5.17207, "time": 0.59204} +{"mode": "train", "epoch": 100, "iter": 3700, "lr": 0.02501, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.365, "top5_acc": 0.62313, "loss_cls": 5.18278, "loss": 5.18278, "time": 0.59773} +{"mode": "val", "epoch": 100, "iter": 309, "lr": 0.025, "top1_acc": 0.30867, "top5_acc": 0.5645, "mean_class_accuracy": 0.30832} +{"mode": "train", "epoch": 101, "iter": 100, "lr": 0.02498, "memory": 16180, "data_time": 1.36151, "top1_acc": 0.38797, "top5_acc": 0.65953, "loss_cls": 5.03271, "loss": 5.03271, "time": 1.95637} +{"mode": "train", "epoch": 101, "iter": 200, "lr": 0.02495, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38516, "top5_acc": 0.65438, "loss_cls": 5.04583, "loss": 5.04583, "time": 0.59495} +{"mode": "train", "epoch": 101, "iter": 300, "lr": 0.02493, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38719, "top5_acc": 0.64469, "loss_cls": 5.05924, "loss": 5.05924, "time": 0.59767} +{"mode": "train", "epoch": 101, "iter": 400, "lr": 0.0249, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37672, "top5_acc": 0.63469, "loss_cls": 5.10263, "loss": 5.10263, "time": 0.59243} +{"mode": "train", "epoch": 101, "iter": 500, "lr": 0.02488, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36453, "top5_acc": 0.63391, "loss_cls": 5.13128, "loss": 5.13128, "time": 0.59192} +{"mode": "train", "epoch": 101, "iter": 600, "lr": 0.02486, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37797, "top5_acc": 0.63562, "loss_cls": 5.1071, "loss": 5.1071, "time": 0.59318} +{"mode": "train", "epoch": 101, "iter": 700, "lr": 0.02483, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38016, "top5_acc": 0.64672, "loss_cls": 5.09609, "loss": 5.09609, "time": 0.59631} +{"mode": "train", "epoch": 101, "iter": 800, "lr": 0.02481, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.37234, "top5_acc": 0.63891, "loss_cls": 5.10969, "loss": 5.10969, "time": 0.59973} +{"mode": "train", "epoch": 101, "iter": 900, "lr": 0.02478, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.38109, "top5_acc": 0.63797, "loss_cls": 5.12746, "loss": 5.12746, "time": 0.60351} +{"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.02476, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36828, "top5_acc": 0.63, "loss_cls": 5.141, "loss": 5.141, "time": 0.59394} +{"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.02473, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37234, "top5_acc": 0.63406, "loss_cls": 5.11768, "loss": 5.11768, "time": 0.59642} +{"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.02471, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37797, "top5_acc": 0.64391, "loss_cls": 5.08076, "loss": 5.08076, "time": 0.59508} +{"mode": "train", "epoch": 101, "iter": 1300, "lr": 0.02469, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37828, "top5_acc": 0.63656, "loss_cls": 5.10135, "loss": 5.10135, "time": 0.59243} +{"mode": "train", "epoch": 101, "iter": 1400, "lr": 0.02466, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37672, "top5_acc": 0.63734, "loss_cls": 5.07218, "loss": 5.07218, "time": 0.59356} +{"mode": "train", "epoch": 101, "iter": 1500, "lr": 0.02464, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37188, "top5_acc": 0.64672, "loss_cls": 5.07382, "loss": 5.07382, "time": 0.59299} +{"mode": "train", "epoch": 101, "iter": 1600, "lr": 0.02461, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36438, "top5_acc": 0.62422, "loss_cls": 5.1711, "loss": 5.1711, "time": 0.59515} +{"mode": "train", "epoch": 101, "iter": 1700, "lr": 0.02459, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37094, "top5_acc": 0.63969, "loss_cls": 5.08155, "loss": 5.08155, "time": 0.59613} +{"mode": "train", "epoch": 101, "iter": 1800, "lr": 0.02457, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36906, "top5_acc": 0.63313, "loss_cls": 5.14532, "loss": 5.14532, "time": 0.59498} +{"mode": "train", "epoch": 101, "iter": 1900, "lr": 0.02454, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36516, "top5_acc": 0.63781, "loss_cls": 5.12241, "loss": 5.12241, "time": 0.59662} +{"mode": "train", "epoch": 101, "iter": 2000, "lr": 0.02452, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37156, "top5_acc": 0.64047, "loss_cls": 5.10467, "loss": 5.10467, "time": 0.5978} +{"mode": "train", "epoch": 101, "iter": 2100, "lr": 0.02449, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.36562, "top5_acc": 0.63016, "loss_cls": 5.15131, "loss": 5.15131, "time": 0.6013} +{"mode": "train", "epoch": 101, "iter": 2200, "lr": 0.02447, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.37016, "top5_acc": 0.63172, "loss_cls": 5.15077, "loss": 5.15077, "time": 0.60078} +{"mode": "train", "epoch": 101, "iter": 2300, "lr": 0.02445, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.36484, "top5_acc": 0.63406, "loss_cls": 5.14074, "loss": 5.14074, "time": 0.60445} +{"mode": "train", "epoch": 101, "iter": 2400, "lr": 0.02442, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.36766, "top5_acc": 0.62438, "loss_cls": 5.15398, "loss": 5.15398, "time": 0.59711} +{"mode": "train", "epoch": 101, "iter": 2500, "lr": 0.0244, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37312, "top5_acc": 0.64, "loss_cls": 5.13154, "loss": 5.13154, "time": 0.59265} +{"mode": "train", "epoch": 101, "iter": 2600, "lr": 0.02437, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.37562, "top5_acc": 0.63656, "loss_cls": 5.11601, "loss": 5.11601, "time": 0.59535} +{"mode": "train", "epoch": 101, "iter": 2700, "lr": 0.02435, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.35344, "top5_acc": 0.62125, "loss_cls": 5.19, "loss": 5.19, "time": 0.59754} +{"mode": "train", "epoch": 101, "iter": 2800, "lr": 0.02433, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37391, "top5_acc": 0.62797, "loss_cls": 5.15442, "loss": 5.15442, "time": 0.5961} +{"mode": "train", "epoch": 101, "iter": 2900, "lr": 0.0243, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36625, "top5_acc": 0.63172, "loss_cls": 5.15784, "loss": 5.15784, "time": 0.59638} +{"mode": "train", "epoch": 101, "iter": 3000, "lr": 0.02428, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38281, "top5_acc": 0.65109, "loss_cls": 5.05424, "loss": 5.05424, "time": 0.59695} +{"mode": "train", "epoch": 101, "iter": 3100, "lr": 0.02425, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.36141, "top5_acc": 0.62219, "loss_cls": 5.17237, "loss": 5.17237, "time": 0.60342} +{"mode": "train", "epoch": 101, "iter": 3200, "lr": 0.02423, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.37156, "top5_acc": 0.64219, "loss_cls": 5.10987, "loss": 5.10987, "time": 0.5954} +{"mode": "train", "epoch": 101, "iter": 3300, "lr": 0.02421, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36719, "top5_acc": 0.63266, "loss_cls": 5.14533, "loss": 5.14533, "time": 0.60032} +{"mode": "train", "epoch": 101, "iter": 3400, "lr": 0.02418, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36625, "top5_acc": 0.62687, "loss_cls": 5.15061, "loss": 5.15061, "time": 0.60376} +{"mode": "train", "epoch": 101, "iter": 3500, "lr": 0.02416, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.36281, "top5_acc": 0.61969, "loss_cls": 5.18865, "loss": 5.18865, "time": 0.60208} +{"mode": "train", "epoch": 101, "iter": 3600, "lr": 0.02413, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.35953, "top5_acc": 0.6225, "loss_cls": 5.19979, "loss": 5.19979, "time": 0.59393} +{"mode": "train", "epoch": 101, "iter": 3700, "lr": 0.02411, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.36828, "top5_acc": 0.6375, "loss_cls": 5.12722, "loss": 5.12722, "time": 0.59738} +{"mode": "val", "epoch": 101, "iter": 309, "lr": 0.0241, "top1_acc": 0.30203, "top5_acc": 0.55691, "mean_class_accuracy": 0.30189} +{"mode": "train", "epoch": 102, "iter": 100, "lr": 0.02407, "memory": 16180, "data_time": 1.36853, "top1_acc": 0.385, "top5_acc": 0.64766, "loss_cls": 5.03823, "loss": 5.03823, "time": 1.96604} +{"mode": "train", "epoch": 102, "iter": 200, "lr": 0.02405, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38422, "top5_acc": 0.64297, "loss_cls": 5.07248, "loss": 5.07248, "time": 0.59538} +{"mode": "train", "epoch": 102, "iter": 300, "lr": 0.02403, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39234, "top5_acc": 0.64891, "loss_cls": 5.05478, "loss": 5.05478, "time": 0.59516} +{"mode": "train", "epoch": 102, "iter": 400, "lr": 0.024, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37625, "top5_acc": 0.64078, "loss_cls": 5.08446, "loss": 5.08446, "time": 0.59459} +{"mode": "train", "epoch": 102, "iter": 500, "lr": 0.02398, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38188, "top5_acc": 0.64328, "loss_cls": 5.06934, "loss": 5.06934, "time": 0.59437} +{"mode": "train", "epoch": 102, "iter": 600, "lr": 0.02396, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39438, "top5_acc": 0.65031, "loss_cls": 5.02978, "loss": 5.02978, "time": 0.59445} +{"mode": "train", "epoch": 102, "iter": 700, "lr": 0.02393, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37391, "top5_acc": 0.63703, "loss_cls": 5.12365, "loss": 5.12365, "time": 0.59525} +{"mode": "train", "epoch": 102, "iter": 800, "lr": 0.02391, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.38547, "top5_acc": 0.64938, "loss_cls": 5.04592, "loss": 5.04592, "time": 0.60153} +{"mode": "train", "epoch": 102, "iter": 900, "lr": 0.02388, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.37422, "top5_acc": 0.63844, "loss_cls": 5.10582, "loss": 5.10582, "time": 0.60381} +{"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.02386, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37391, "top5_acc": 0.64109, "loss_cls": 5.09626, "loss": 5.09626, "time": 0.59239} +{"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.02384, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36484, "top5_acc": 0.63234, "loss_cls": 5.13641, "loss": 5.13641, "time": 0.59856} +{"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.02381, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36891, "top5_acc": 0.635, "loss_cls": 5.11016, "loss": 5.11016, "time": 0.59337} +{"mode": "train", "epoch": 102, "iter": 1300, "lr": 0.02379, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38828, "top5_acc": 0.64812, "loss_cls": 5.06347, "loss": 5.06347, "time": 0.59101} +{"mode": "train", "epoch": 102, "iter": 1400, "lr": 0.02376, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36828, "top5_acc": 0.63203, "loss_cls": 5.13391, "loss": 5.13391, "time": 0.59254} +{"mode": "train", "epoch": 102, "iter": 1500, "lr": 0.02374, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37109, "top5_acc": 0.63719, "loss_cls": 5.1268, "loss": 5.1268, "time": 0.59315} +{"mode": "train", "epoch": 102, "iter": 1600, "lr": 0.02372, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37203, "top5_acc": 0.63188, "loss_cls": 5.1019, "loss": 5.1019, "time": 0.59483} +{"mode": "train", "epoch": 102, "iter": 1700, "lr": 0.02369, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38156, "top5_acc": 0.64078, "loss_cls": 5.09433, "loss": 5.09433, "time": 0.59736} +{"mode": "train", "epoch": 102, "iter": 1800, "lr": 0.02367, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37266, "top5_acc": 0.63281, "loss_cls": 5.14344, "loss": 5.14344, "time": 0.59282} +{"mode": "train", "epoch": 102, "iter": 1900, "lr": 0.02365, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.37344, "top5_acc": 0.6375, "loss_cls": 5.1004, "loss": 5.1004, "time": 0.59905} +{"mode": "train", "epoch": 102, "iter": 2000, "lr": 0.02362, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38188, "top5_acc": 0.65625, "loss_cls": 5.06398, "loss": 5.06398, "time": 0.59366} +{"mode": "train", "epoch": 102, "iter": 2100, "lr": 0.0236, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36875, "top5_acc": 0.63813, "loss_cls": 5.11342, "loss": 5.11342, "time": 0.59543} +{"mode": "train", "epoch": 102, "iter": 2200, "lr": 0.02357, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36859, "top5_acc": 0.63156, "loss_cls": 5.1363, "loss": 5.1363, "time": 0.59557} +{"mode": "train", "epoch": 102, "iter": 2300, "lr": 0.02355, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37203, "top5_acc": 0.63438, "loss_cls": 5.12956, "loss": 5.12956, "time": 0.59433} +{"mode": "train", "epoch": 102, "iter": 2400, "lr": 0.02353, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38156, "top5_acc": 0.64078, "loss_cls": 5.0938, "loss": 5.0938, "time": 0.59504} +{"mode": "train", "epoch": 102, "iter": 2500, "lr": 0.0235, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36594, "top5_acc": 0.63094, "loss_cls": 5.15672, "loss": 5.15672, "time": 0.59327} +{"mode": "train", "epoch": 102, "iter": 2600, "lr": 0.02348, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36969, "top5_acc": 0.63516, "loss_cls": 5.12518, "loss": 5.12518, "time": 0.59395} +{"mode": "train", "epoch": 102, "iter": 2700, "lr": 0.02346, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.36359, "top5_acc": 0.62641, "loss_cls": 5.17131, "loss": 5.17131, "time": 0.59475} +{"mode": "train", "epoch": 102, "iter": 2800, "lr": 0.02343, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36922, "top5_acc": 0.62859, "loss_cls": 5.13084, "loss": 5.13084, "time": 0.59624} +{"mode": "train", "epoch": 102, "iter": 2900, "lr": 0.02341, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37094, "top5_acc": 0.63672, "loss_cls": 5.12426, "loss": 5.12426, "time": 0.59412} +{"mode": "train", "epoch": 102, "iter": 3000, "lr": 0.02339, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37562, "top5_acc": 0.64594, "loss_cls": 5.09736, "loss": 5.09736, "time": 0.59588} +{"mode": "train", "epoch": 102, "iter": 3100, "lr": 0.02336, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.36906, "top5_acc": 0.63484, "loss_cls": 5.10725, "loss": 5.10725, "time": 0.59455} +{"mode": "train", "epoch": 102, "iter": 3200, "lr": 0.02334, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37266, "top5_acc": 0.63, "loss_cls": 5.1389, "loss": 5.1389, "time": 0.59419} +{"mode": "train", "epoch": 102, "iter": 3300, "lr": 0.02331, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37234, "top5_acc": 0.64266, "loss_cls": 5.09483, "loss": 5.09483, "time": 0.59479} +{"mode": "train", "epoch": 102, "iter": 3400, "lr": 0.02329, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37766, "top5_acc": 0.63469, "loss_cls": 5.11887, "loss": 5.11887, "time": 0.60193} +{"mode": "train", "epoch": 102, "iter": 3500, "lr": 0.02327, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37219, "top5_acc": 0.63797, "loss_cls": 5.11545, "loss": 5.11545, "time": 0.61003} +{"mode": "train", "epoch": 102, "iter": 3600, "lr": 0.02324, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38109, "top5_acc": 0.63875, "loss_cls": 5.09504, "loss": 5.09504, "time": 0.59478} +{"mode": "train", "epoch": 102, "iter": 3700, "lr": 0.02322, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37516, "top5_acc": 0.63672, "loss_cls": 5.11726, "loss": 5.11726, "time": 0.59999} +{"mode": "val", "epoch": 102, "iter": 309, "lr": 0.02321, "top1_acc": 0.30299, "top5_acc": 0.55822, "mean_class_accuracy": 0.30293} +{"mode": "train", "epoch": 103, "iter": 100, "lr": 0.02319, "memory": 16180, "data_time": 1.36803, "top1_acc": 0.38562, "top5_acc": 0.64703, "loss_cls": 5.03243, "loss": 5.03243, "time": 1.96292} +{"mode": "train", "epoch": 103, "iter": 200, "lr": 0.02316, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.39094, "top5_acc": 0.63844, "loss_cls": 5.08348, "loss": 5.08348, "time": 0.59082} +{"mode": "train", "epoch": 103, "iter": 300, "lr": 0.02314, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.37797, "top5_acc": 0.64922, "loss_cls": 5.06685, "loss": 5.06685, "time": 0.59348} +{"mode": "train", "epoch": 103, "iter": 400, "lr": 0.02311, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37047, "top5_acc": 0.63297, "loss_cls": 5.11065, "loss": 5.11065, "time": 0.6} +{"mode": "train", "epoch": 103, "iter": 500, "lr": 0.02309, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.38531, "top5_acc": 0.64422, "loss_cls": 5.06506, "loss": 5.06506, "time": 0.60104} +{"mode": "train", "epoch": 103, "iter": 600, "lr": 0.02307, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.37938, "top5_acc": 0.64328, "loss_cls": 5.0772, "loss": 5.0772, "time": 0.60499} +{"mode": "train", "epoch": 103, "iter": 700, "lr": 0.02304, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.37953, "top5_acc": 0.63547, "loss_cls": 5.0783, "loss": 5.0783, "time": 0.60291} +{"mode": "train", "epoch": 103, "iter": 800, "lr": 0.02302, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37922, "top5_acc": 0.64188, "loss_cls": 5.07691, "loss": 5.07691, "time": 0.59672} +{"mode": "train", "epoch": 103, "iter": 900, "lr": 0.023, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36891, "top5_acc": 0.63766, "loss_cls": 5.11399, "loss": 5.11399, "time": 0.59982} +{"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.02297, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.37234, "top5_acc": 0.64969, "loss_cls": 5.07578, "loss": 5.07578, "time": 0.59864} +{"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.02295, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.37484, "top5_acc": 0.64312, "loss_cls": 5.10043, "loss": 5.10043, "time": 0.59389} +{"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.02293, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38188, "top5_acc": 0.64062, "loss_cls": 5.07416, "loss": 5.07416, "time": 0.59525} +{"mode": "train", "epoch": 103, "iter": 1300, "lr": 0.0229, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37375, "top5_acc": 0.64859, "loss_cls": 5.08095, "loss": 5.08095, "time": 0.59766} +{"mode": "train", "epoch": 103, "iter": 1400, "lr": 0.02288, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38641, "top5_acc": 0.64516, "loss_cls": 5.05855, "loss": 5.05855, "time": 0.59382} +{"mode": "train", "epoch": 103, "iter": 1500, "lr": 0.02286, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36594, "top5_acc": 0.63797, "loss_cls": 5.12166, "loss": 5.12166, "time": 0.597} +{"mode": "train", "epoch": 103, "iter": 1600, "lr": 0.02283, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.37609, "top5_acc": 0.65094, "loss_cls": 5.05545, "loss": 5.05545, "time": 0.59767} +{"mode": "train", "epoch": 103, "iter": 1700, "lr": 0.02281, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38234, "top5_acc": 0.64062, "loss_cls": 5.09286, "loss": 5.09286, "time": 0.59544} +{"mode": "train", "epoch": 103, "iter": 1800, "lr": 0.02279, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37094, "top5_acc": 0.63453, "loss_cls": 5.10088, "loss": 5.10088, "time": 0.59454} +{"mode": "train", "epoch": 103, "iter": 1900, "lr": 0.02276, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37844, "top5_acc": 0.64844, "loss_cls": 5.05129, "loss": 5.05129, "time": 0.59718} +{"mode": "train", "epoch": 103, "iter": 2000, "lr": 0.02274, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37391, "top5_acc": 0.64609, "loss_cls": 5.09547, "loss": 5.09547, "time": 0.59431} +{"mode": "train", "epoch": 103, "iter": 2100, "lr": 0.02272, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.37422, "top5_acc": 0.64422, "loss_cls": 5.08503, "loss": 5.08503, "time": 0.60334} +{"mode": "train", "epoch": 103, "iter": 2200, "lr": 0.02269, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38422, "top5_acc": 0.64438, "loss_cls": 5.07385, "loss": 5.07385, "time": 0.59254} +{"mode": "train", "epoch": 103, "iter": 2300, "lr": 0.02267, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.37891, "top5_acc": 0.63547, "loss_cls": 5.10524, "loss": 5.10524, "time": 0.60065} +{"mode": "train", "epoch": 103, "iter": 2400, "lr": 0.02264, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.37578, "top5_acc": 0.64031, "loss_cls": 5.10641, "loss": 5.10641, "time": 0.60117} +{"mode": "train", "epoch": 103, "iter": 2500, "lr": 0.02262, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38469, "top5_acc": 0.64078, "loss_cls": 5.07466, "loss": 5.07466, "time": 0.59407} +{"mode": "train", "epoch": 103, "iter": 2600, "lr": 0.0226, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.36812, "top5_acc": 0.64062, "loss_cls": 5.10447, "loss": 5.10447, "time": 0.59625} +{"mode": "train", "epoch": 103, "iter": 2700, "lr": 0.02257, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.37891, "top5_acc": 0.64141, "loss_cls": 5.10887, "loss": 5.10887, "time": 0.60054} +{"mode": "train", "epoch": 103, "iter": 2800, "lr": 0.02255, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.36656, "top5_acc": 0.62953, "loss_cls": 5.15372, "loss": 5.15372, "time": 0.59219} +{"mode": "train", "epoch": 103, "iter": 2900, "lr": 0.02253, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38734, "top5_acc": 0.65328, "loss_cls": 5.04603, "loss": 5.04603, "time": 0.59625} +{"mode": "train", "epoch": 103, "iter": 3000, "lr": 0.0225, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37812, "top5_acc": 0.645, "loss_cls": 5.08988, "loss": 5.08988, "time": 0.59246} +{"mode": "train", "epoch": 103, "iter": 3100, "lr": 0.02248, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.37734, "top5_acc": 0.63938, "loss_cls": 5.10468, "loss": 5.10468, "time": 0.59138} +{"mode": "train", "epoch": 103, "iter": 3200, "lr": 0.02246, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38844, "top5_acc": 0.6475, "loss_cls": 5.04631, "loss": 5.04631, "time": 0.59674} +{"mode": "train", "epoch": 103, "iter": 3300, "lr": 0.02243, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.37141, "top5_acc": 0.64016, "loss_cls": 5.14107, "loss": 5.14107, "time": 0.60339} +{"mode": "train", "epoch": 103, "iter": 3400, "lr": 0.02241, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.37938, "top5_acc": 0.63891, "loss_cls": 5.0931, "loss": 5.0931, "time": 0.60715} +{"mode": "train", "epoch": 103, "iter": 3500, "lr": 0.02239, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37469, "top5_acc": 0.64453, "loss_cls": 5.09585, "loss": 5.09585, "time": 0.60226} +{"mode": "train", "epoch": 103, "iter": 3600, "lr": 0.02236, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37641, "top5_acc": 0.62922, "loss_cls": 5.11193, "loss": 5.11193, "time": 0.5968} +{"mode": "train", "epoch": 103, "iter": 3700, "lr": 0.02234, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.37594, "top5_acc": 0.63188, "loss_cls": 5.11825, "loss": 5.11825, "time": 0.60261} +{"mode": "val", "epoch": 103, "iter": 309, "lr": 0.02233, "top1_acc": 0.32123, "top5_acc": 0.57707, "mean_class_accuracy": 0.32097} +{"mode": "train", "epoch": 104, "iter": 100, "lr": 0.02231, "memory": 16180, "data_time": 1.39094, "top1_acc": 0.39656, "top5_acc": 0.65484, "loss_cls": 5.01922, "loss": 5.01922, "time": 1.98968} +{"mode": "train", "epoch": 104, "iter": 200, "lr": 0.02228, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39438, "top5_acc": 0.66359, "loss_cls": 5.00846, "loss": 5.00846, "time": 0.59579} +{"mode": "train", "epoch": 104, "iter": 300, "lr": 0.02226, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.40156, "top5_acc": 0.65859, "loss_cls": 5.00042, "loss": 5.00042, "time": 0.60536} +{"mode": "train", "epoch": 104, "iter": 400, "lr": 0.02224, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.38172, "top5_acc": 0.65531, "loss_cls": 5.00562, "loss": 5.00562, "time": 0.60478} +{"mode": "train", "epoch": 104, "iter": 500, "lr": 0.02221, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.36859, "top5_acc": 0.63844, "loss_cls": 5.12263, "loss": 5.12263, "time": 0.60482} +{"mode": "train", "epoch": 104, "iter": 600, "lr": 0.02219, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.38547, "top5_acc": 0.64422, "loss_cls": 5.06235, "loss": 5.06235, "time": 0.59704} +{"mode": "train", "epoch": 104, "iter": 700, "lr": 0.02217, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39281, "top5_acc": 0.65312, "loss_cls": 5.00497, "loss": 5.00497, "time": 0.59407} +{"mode": "train", "epoch": 104, "iter": 800, "lr": 0.02214, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38344, "top5_acc": 0.64344, "loss_cls": 5.05923, "loss": 5.05923, "time": 0.59393} +{"mode": "train", "epoch": 104, "iter": 900, "lr": 0.02212, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38281, "top5_acc": 0.63969, "loss_cls": 5.07663, "loss": 5.07663, "time": 0.60152} +{"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.0221, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.38156, "top5_acc": 0.65, "loss_cls": 5.04704, "loss": 5.04704, "time": 0.60176} +{"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.02208, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37938, "top5_acc": 0.64656, "loss_cls": 5.08427, "loss": 5.08427, "time": 0.60096} +{"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.02205, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37172, "top5_acc": 0.63953, "loss_cls": 5.10843, "loss": 5.10843, "time": 0.59726} +{"mode": "train", "epoch": 104, "iter": 1300, "lr": 0.02203, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37484, "top5_acc": 0.63141, "loss_cls": 5.09522, "loss": 5.09522, "time": 0.59663} +{"mode": "train", "epoch": 104, "iter": 1400, "lr": 0.02201, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38672, "top5_acc": 0.64656, "loss_cls": 5.06196, "loss": 5.06196, "time": 0.59391} +{"mode": "train", "epoch": 104, "iter": 1500, "lr": 0.02198, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.36125, "top5_acc": 0.63891, "loss_cls": 5.11447, "loss": 5.11447, "time": 0.59392} +{"mode": "train", "epoch": 104, "iter": 1600, "lr": 0.02196, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.39125, "top5_acc": 0.65172, "loss_cls": 5.03666, "loss": 5.03666, "time": 0.59354} +{"mode": "train", "epoch": 104, "iter": 1700, "lr": 0.02194, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38141, "top5_acc": 0.63859, "loss_cls": 5.0833, "loss": 5.0833, "time": 0.59718} +{"mode": "train", "epoch": 104, "iter": 1800, "lr": 0.02191, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.37547, "top5_acc": 0.64156, "loss_cls": 5.08165, "loss": 5.08165, "time": 0.60098} +{"mode": "train", "epoch": 104, "iter": 1900, "lr": 0.02189, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37703, "top5_acc": 0.64844, "loss_cls": 5.08379, "loss": 5.08379, "time": 0.59677} +{"mode": "train", "epoch": 104, "iter": 2000, "lr": 0.02187, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37141, "top5_acc": 0.63766, "loss_cls": 5.11958, "loss": 5.11958, "time": 0.59503} +{"mode": "train", "epoch": 104, "iter": 2100, "lr": 0.02184, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37203, "top5_acc": 0.64609, "loss_cls": 5.09211, "loss": 5.09211, "time": 0.59541} +{"mode": "train", "epoch": 104, "iter": 2200, "lr": 0.02182, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.375, "top5_acc": 0.64672, "loss_cls": 5.085, "loss": 5.085, "time": 0.59422} +{"mode": "train", "epoch": 104, "iter": 2300, "lr": 0.0218, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37562, "top5_acc": 0.63828, "loss_cls": 5.12254, "loss": 5.12254, "time": 0.59459} +{"mode": "train", "epoch": 104, "iter": 2400, "lr": 0.02177, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38828, "top5_acc": 0.6475, "loss_cls": 5.06338, "loss": 5.06338, "time": 0.59236} +{"mode": "train", "epoch": 104, "iter": 2500, "lr": 0.02175, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39078, "top5_acc": 0.65203, "loss_cls": 5.03404, "loss": 5.03404, "time": 0.59544} +{"mode": "train", "epoch": 104, "iter": 2600, "lr": 0.02173, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37953, "top5_acc": 0.64375, "loss_cls": 5.09634, "loss": 5.09634, "time": 0.59446} +{"mode": "train", "epoch": 104, "iter": 2700, "lr": 0.02171, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.37516, "top5_acc": 0.645, "loss_cls": 5.08335, "loss": 5.08335, "time": 0.60259} +{"mode": "train", "epoch": 104, "iter": 2800, "lr": 0.02168, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.38641, "top5_acc": 0.65109, "loss_cls": 5.05274, "loss": 5.05274, "time": 0.59756} +{"mode": "train", "epoch": 104, "iter": 2900, "lr": 0.02166, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38766, "top5_acc": 0.65219, "loss_cls": 5.04214, "loss": 5.04214, "time": 0.5945} +{"mode": "train", "epoch": 104, "iter": 3000, "lr": 0.02164, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38484, "top5_acc": 0.63984, "loss_cls": 5.08505, "loss": 5.08505, "time": 0.59656} +{"mode": "train", "epoch": 104, "iter": 3100, "lr": 0.02161, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37578, "top5_acc": 0.63813, "loss_cls": 5.09624, "loss": 5.09624, "time": 0.59398} +{"mode": "train", "epoch": 104, "iter": 3200, "lr": 0.02159, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.37766, "top5_acc": 0.64594, "loss_cls": 5.07941, "loss": 5.07941, "time": 0.59584} +{"mode": "train", "epoch": 104, "iter": 3300, "lr": 0.02157, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.36766, "top5_acc": 0.64141, "loss_cls": 5.09573, "loss": 5.09573, "time": 0.59973} +{"mode": "train", "epoch": 104, "iter": 3400, "lr": 0.02154, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.37922, "top5_acc": 0.65406, "loss_cls": 5.0763, "loss": 5.0763, "time": 0.60283} +{"mode": "train", "epoch": 104, "iter": 3500, "lr": 0.02152, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37797, "top5_acc": 0.63906, "loss_cls": 5.10107, "loss": 5.10107, "time": 0.59696} +{"mode": "train", "epoch": 104, "iter": 3600, "lr": 0.0215, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.37719, "top5_acc": 0.64156, "loss_cls": 5.09188, "loss": 5.09188, "time": 0.5961} +{"mode": "train", "epoch": 104, "iter": 3700, "lr": 0.02148, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.3825, "top5_acc": 0.65078, "loss_cls": 5.04956, "loss": 5.04956, "time": 0.59768} +{"mode": "val", "epoch": 104, "iter": 309, "lr": 0.02146, "top1_acc": 0.31216, "top5_acc": 0.57271, "mean_class_accuracy": 0.31177} +{"mode": "train", "epoch": 105, "iter": 100, "lr": 0.02144, "memory": 16180, "data_time": 1.40275, "top1_acc": 0.39297, "top5_acc": 0.65422, "loss_cls": 5.01281, "loss": 5.01281, "time": 1.99731} +{"mode": "train", "epoch": 105, "iter": 200, "lr": 0.02142, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38953, "top5_acc": 0.65266, "loss_cls": 5.01669, "loss": 5.01669, "time": 0.59544} +{"mode": "train", "epoch": 105, "iter": 300, "lr": 0.0214, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39219, "top5_acc": 0.66016, "loss_cls": 5.00414, "loss": 5.00414, "time": 0.59783} +{"mode": "train", "epoch": 105, "iter": 400, "lr": 0.02137, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.38969, "top5_acc": 0.65812, "loss_cls": 5.0311, "loss": 5.0311, "time": 0.60282} +{"mode": "train", "epoch": 105, "iter": 500, "lr": 0.02135, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39422, "top5_acc": 0.65625, "loss_cls": 5.01497, "loss": 5.01497, "time": 0.5963} +{"mode": "train", "epoch": 105, "iter": 600, "lr": 0.02133, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37156, "top5_acc": 0.63813, "loss_cls": 5.09017, "loss": 5.09017, "time": 0.59403} +{"mode": "train", "epoch": 105, "iter": 700, "lr": 0.0213, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39078, "top5_acc": 0.64781, "loss_cls": 5.04242, "loss": 5.04242, "time": 0.59692} +{"mode": "train", "epoch": 105, "iter": 800, "lr": 0.02128, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37656, "top5_acc": 0.64938, "loss_cls": 5.07112, "loss": 5.07112, "time": 0.59435} +{"mode": "train", "epoch": 105, "iter": 900, "lr": 0.02126, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.39844, "top5_acc": 0.65516, "loss_cls": 5.00962, "loss": 5.00962, "time": 0.60307} +{"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.02124, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.38141, "top5_acc": 0.64688, "loss_cls": 5.08119, "loss": 5.08119, "time": 0.60388} +{"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.02121, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37172, "top5_acc": 0.63641, "loss_cls": 5.11024, "loss": 5.11024, "time": 0.59624} +{"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.02119, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39453, "top5_acc": 0.65984, "loss_cls": 4.99895, "loss": 4.99895, "time": 0.59513} +{"mode": "train", "epoch": 105, "iter": 1300, "lr": 0.02117, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38484, "top5_acc": 0.64312, "loss_cls": 5.07944, "loss": 5.07944, "time": 0.59495} +{"mode": "train", "epoch": 105, "iter": 1400, "lr": 0.02114, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38719, "top5_acc": 0.63875, "loss_cls": 5.05627, "loss": 5.05627, "time": 0.59354} +{"mode": "train", "epoch": 105, "iter": 1500, "lr": 0.02112, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39203, "top5_acc": 0.65938, "loss_cls": 5.00931, "loss": 5.00931, "time": 0.59295} +{"mode": "train", "epoch": 105, "iter": 1600, "lr": 0.0211, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.38969, "top5_acc": 0.64906, "loss_cls": 5.048, "loss": 5.048, "time": 0.59272} +{"mode": "train", "epoch": 105, "iter": 1700, "lr": 0.02108, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38766, "top5_acc": 0.65703, "loss_cls": 5.01841, "loss": 5.01841, "time": 0.59752} +{"mode": "train", "epoch": 105, "iter": 1800, "lr": 0.02105, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38688, "top5_acc": 0.64953, "loss_cls": 5.03868, "loss": 5.03868, "time": 0.59484} +{"mode": "train", "epoch": 105, "iter": 1900, "lr": 0.02103, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38469, "top5_acc": 0.65859, "loss_cls": 5.04154, "loss": 5.04154, "time": 0.59519} +{"mode": "train", "epoch": 105, "iter": 2000, "lr": 0.02101, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37766, "top5_acc": 0.63906, "loss_cls": 5.1227, "loss": 5.1227, "time": 0.59789} +{"mode": "train", "epoch": 105, "iter": 2100, "lr": 0.02098, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38625, "top5_acc": 0.64234, "loss_cls": 5.08233, "loss": 5.08233, "time": 0.59601} +{"mode": "train", "epoch": 105, "iter": 2200, "lr": 0.02096, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37891, "top5_acc": 0.64797, "loss_cls": 5.05249, "loss": 5.05249, "time": 0.59701} +{"mode": "train", "epoch": 105, "iter": 2300, "lr": 0.02094, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.39125, "top5_acc": 0.65922, "loss_cls": 5.00809, "loss": 5.00809, "time": 0.59431} +{"mode": "train", "epoch": 105, "iter": 2400, "lr": 0.02092, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37984, "top5_acc": 0.64172, "loss_cls": 5.09435, "loss": 5.09435, "time": 0.59587} +{"mode": "train", "epoch": 105, "iter": 2500, "lr": 0.02089, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.37641, "top5_acc": 0.6375, "loss_cls": 5.1109, "loss": 5.1109, "time": 0.59589} +{"mode": "train", "epoch": 105, "iter": 2600, "lr": 0.02087, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38812, "top5_acc": 0.65594, "loss_cls": 5.02267, "loss": 5.02267, "time": 0.59506} +{"mode": "train", "epoch": 105, "iter": 2700, "lr": 0.02085, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37359, "top5_acc": 0.64312, "loss_cls": 5.07601, "loss": 5.07601, "time": 0.59344} +{"mode": "train", "epoch": 105, "iter": 2800, "lr": 0.02083, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37344, "top5_acc": 0.64062, "loss_cls": 5.08664, "loss": 5.08664, "time": 0.59333} +{"mode": "train", "epoch": 105, "iter": 2900, "lr": 0.0208, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.385, "top5_acc": 0.64641, "loss_cls": 5.03659, "loss": 5.03659, "time": 0.59256} +{"mode": "train", "epoch": 105, "iter": 3000, "lr": 0.02078, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.37562, "top5_acc": 0.64734, "loss_cls": 5.08583, "loss": 5.08583, "time": 0.59499} +{"mode": "train", "epoch": 105, "iter": 3100, "lr": 0.02076, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38828, "top5_acc": 0.65516, "loss_cls": 5.03362, "loss": 5.03362, "time": 0.59503} +{"mode": "train", "epoch": 105, "iter": 3200, "lr": 0.02073, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38484, "top5_acc": 0.64406, "loss_cls": 5.07699, "loss": 5.07699, "time": 0.5948} +{"mode": "train", "epoch": 105, "iter": 3300, "lr": 0.02071, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.39141, "top5_acc": 0.64609, "loss_cls": 5.02048, "loss": 5.02048, "time": 0.59936} +{"mode": "train", "epoch": 105, "iter": 3400, "lr": 0.02069, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.37844, "top5_acc": 0.64234, "loss_cls": 5.10539, "loss": 5.10539, "time": 0.60666} +{"mode": "train", "epoch": 105, "iter": 3500, "lr": 0.02067, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.37141, "top5_acc": 0.63562, "loss_cls": 5.10281, "loss": 5.10281, "time": 0.59576} +{"mode": "train", "epoch": 105, "iter": 3600, "lr": 0.02064, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.39391, "top5_acc": 0.65234, "loss_cls": 5.01386, "loss": 5.01386, "time": 0.59642} +{"mode": "train", "epoch": 105, "iter": 3700, "lr": 0.02062, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.38062, "top5_acc": 0.64578, "loss_cls": 5.05011, "loss": 5.05011, "time": 0.60166} +{"mode": "val", "epoch": 105, "iter": 309, "lr": 0.02061, "top1_acc": 0.32457, "top5_acc": 0.58709, "mean_class_accuracy": 0.32425} +{"mode": "train", "epoch": 106, "iter": 100, "lr": 0.02059, "memory": 16180, "data_time": 1.36911, "top1_acc": 0.40016, "top5_acc": 0.66234, "loss_cls": 4.99078, "loss": 4.99078, "time": 1.96363} +{"mode": "train", "epoch": 106, "iter": 200, "lr": 0.02057, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39609, "top5_acc": 0.65766, "loss_cls": 4.99765, "loss": 4.99765, "time": 0.59861} +{"mode": "train", "epoch": 106, "iter": 300, "lr": 0.02054, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38828, "top5_acc": 0.65594, "loss_cls": 5.02962, "loss": 5.02962, "time": 0.59482} +{"mode": "train", "epoch": 106, "iter": 400, "lr": 0.02052, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38453, "top5_acc": 0.65203, "loss_cls": 5.01896, "loss": 5.01896, "time": 0.59601} +{"mode": "train", "epoch": 106, "iter": 500, "lr": 0.0205, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38766, "top5_acc": 0.65891, "loss_cls": 5.01046, "loss": 5.01046, "time": 0.59935} +{"mode": "train", "epoch": 106, "iter": 600, "lr": 0.02048, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38859, "top5_acc": 0.65609, "loss_cls": 5.03144, "loss": 5.03144, "time": 0.59765} +{"mode": "train", "epoch": 106, "iter": 700, "lr": 0.02045, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.40625, "top5_acc": 0.65984, "loss_cls": 4.98142, "loss": 4.98142, "time": 0.59628} +{"mode": "train", "epoch": 106, "iter": 800, "lr": 0.02043, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39906, "top5_acc": 0.66422, "loss_cls": 4.9881, "loss": 4.9881, "time": 0.59329} +{"mode": "train", "epoch": 106, "iter": 900, "lr": 0.02041, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38859, "top5_acc": 0.65625, "loss_cls": 5.00366, "loss": 5.00366, "time": 0.59396} +{"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.02039, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38656, "top5_acc": 0.65156, "loss_cls": 5.04482, "loss": 5.04482, "time": 0.6019} +{"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.02036, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39156, "top5_acc": 0.65203, "loss_cls": 5.00784, "loss": 5.00784, "time": 0.60014} +{"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.02034, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39312, "top5_acc": 0.65469, "loss_cls": 5.01713, "loss": 5.01713, "time": 0.59706} +{"mode": "train", "epoch": 106, "iter": 1300, "lr": 0.02032, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38859, "top5_acc": 0.65453, "loss_cls": 5.03706, "loss": 5.03706, "time": 0.5906} +{"mode": "train", "epoch": 106, "iter": 1400, "lr": 0.0203, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38984, "top5_acc": 0.65766, "loss_cls": 5.00033, "loss": 5.00033, "time": 0.59472} +{"mode": "train", "epoch": 106, "iter": 1500, "lr": 0.02027, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.38078, "top5_acc": 0.64625, "loss_cls": 5.0768, "loss": 5.0768, "time": 0.58863} +{"mode": "train", "epoch": 106, "iter": 1600, "lr": 0.02025, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38828, "top5_acc": 0.6525, "loss_cls": 5.04385, "loss": 5.04385, "time": 0.59122} +{"mode": "train", "epoch": 106, "iter": 1700, "lr": 0.02023, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.38094, "top5_acc": 0.64312, "loss_cls": 5.06573, "loss": 5.06573, "time": 0.58898} +{"mode": "train", "epoch": 106, "iter": 1800, "lr": 0.02021, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38484, "top5_acc": 0.65359, "loss_cls": 5.02985, "loss": 5.02985, "time": 0.59722} +{"mode": "train", "epoch": 106, "iter": 1900, "lr": 0.02018, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3825, "top5_acc": 0.65125, "loss_cls": 5.04243, "loss": 5.04243, "time": 0.59338} +{"mode": "train", "epoch": 106, "iter": 2000, "lr": 0.02016, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39359, "top5_acc": 0.66094, "loss_cls": 5.00136, "loss": 5.00136, "time": 0.59633} +{"mode": "train", "epoch": 106, "iter": 2100, "lr": 0.02014, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38562, "top5_acc": 0.65, "loss_cls": 5.05369, "loss": 5.05369, "time": 0.59502} +{"mode": "train", "epoch": 106, "iter": 2200, "lr": 0.02012, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38344, "top5_acc": 0.64438, "loss_cls": 5.07655, "loss": 5.07655, "time": 0.59838} +{"mode": "train", "epoch": 106, "iter": 2300, "lr": 0.02009, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38172, "top5_acc": 0.655, "loss_cls": 5.03804, "loss": 5.03804, "time": 0.5939} +{"mode": "train", "epoch": 106, "iter": 2400, "lr": 0.02007, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38344, "top5_acc": 0.64703, "loss_cls": 5.04614, "loss": 5.04614, "time": 0.59431} +{"mode": "train", "epoch": 106, "iter": 2500, "lr": 0.02005, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.38969, "top5_acc": 0.64281, "loss_cls": 5.06592, "loss": 5.06592, "time": 0.6033} +{"mode": "train", "epoch": 106, "iter": 2600, "lr": 0.02003, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.39562, "top5_acc": 0.65219, "loss_cls": 5.01668, "loss": 5.01668, "time": 0.60513} +{"mode": "train", "epoch": 106, "iter": 2700, "lr": 0.02, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.38828, "top5_acc": 0.65375, "loss_cls": 5.03242, "loss": 5.03242, "time": 0.60306} +{"mode": "train", "epoch": 106, "iter": 2800, "lr": 0.01998, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.38516, "top5_acc": 0.64781, "loss_cls": 5.06384, "loss": 5.06384, "time": 0.60359} +{"mode": "train", "epoch": 106, "iter": 2900, "lr": 0.01996, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.38672, "top5_acc": 0.64047, "loss_cls": 5.05812, "loss": 5.05812, "time": 0.59707} +{"mode": "train", "epoch": 106, "iter": 3000, "lr": 0.01994, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38797, "top5_acc": 0.645, "loss_cls": 5.0367, "loss": 5.0367, "time": 0.59841} +{"mode": "train", "epoch": 106, "iter": 3100, "lr": 0.01991, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.39203, "top5_acc": 0.66047, "loss_cls": 5.01527, "loss": 5.01527, "time": 0.59576} +{"mode": "train", "epoch": 106, "iter": 3200, "lr": 0.01989, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37906, "top5_acc": 0.64172, "loss_cls": 5.06419, "loss": 5.06419, "time": 0.5924} +{"mode": "train", "epoch": 106, "iter": 3300, "lr": 0.01987, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.38531, "top5_acc": 0.64516, "loss_cls": 5.0617, "loss": 5.0617, "time": 0.59897} +{"mode": "train", "epoch": 106, "iter": 3400, "lr": 0.01985, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.38172, "top5_acc": 0.64109, "loss_cls": 5.0957, "loss": 5.0957, "time": 0.60433} +{"mode": "train", "epoch": 106, "iter": 3500, "lr": 0.01983, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38922, "top5_acc": 0.64781, "loss_cls": 5.04027, "loss": 5.04027, "time": 0.59885} +{"mode": "train", "epoch": 106, "iter": 3600, "lr": 0.0198, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.3825, "top5_acc": 0.64812, "loss_cls": 5.05883, "loss": 5.05883, "time": 0.5936} +{"mode": "train", "epoch": 106, "iter": 3700, "lr": 0.01978, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.38219, "top5_acc": 0.65453, "loss_cls": 5.03802, "loss": 5.03802, "time": 0.6034} +{"mode": "val", "epoch": 106, "iter": 309, "lr": 0.01977, "top1_acc": 0.33126, "top5_acc": 0.58471, "mean_class_accuracy": 0.331} +{"mode": "train", "epoch": 107, "iter": 100, "lr": 0.01975, "memory": 16180, "data_time": 1.38118, "top1_acc": 0.40578, "top5_acc": 0.66906, "loss_cls": 4.94206, "loss": 4.94206, "time": 1.97575} +{"mode": "train", "epoch": 107, "iter": 200, "lr": 0.01973, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.38828, "top5_acc": 0.66328, "loss_cls": 4.98388, "loss": 4.98388, "time": 0.59498} +{"mode": "train", "epoch": 107, "iter": 300, "lr": 0.0197, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40594, "top5_acc": 0.65875, "loss_cls": 4.95966, "loss": 4.95966, "time": 0.59462} +{"mode": "train", "epoch": 107, "iter": 400, "lr": 0.01968, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38906, "top5_acc": 0.6575, "loss_cls": 5.01631, "loss": 5.01631, "time": 0.59709} +{"mode": "train", "epoch": 107, "iter": 500, "lr": 0.01966, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38531, "top5_acc": 0.6625, "loss_cls": 5.02958, "loss": 5.02958, "time": 0.59448} +{"mode": "train", "epoch": 107, "iter": 600, "lr": 0.01964, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.39281, "top5_acc": 0.66484, "loss_cls": 4.99823, "loss": 4.99823, "time": 0.59465} +{"mode": "train", "epoch": 107, "iter": 700, "lr": 0.01961, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40141, "top5_acc": 0.65609, "loss_cls": 4.99128, "loss": 4.99128, "time": 0.59429} +{"mode": "train", "epoch": 107, "iter": 800, "lr": 0.01959, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.39703, "top5_acc": 0.65938, "loss_cls": 4.98585, "loss": 4.98585, "time": 0.59434} +{"mode": "train", "epoch": 107, "iter": 900, "lr": 0.01957, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.38562, "top5_acc": 0.66047, "loss_cls": 5.03124, "loss": 5.03124, "time": 0.60139} +{"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.01955, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.38766, "top5_acc": 0.65562, "loss_cls": 5.01998, "loss": 5.01998, "time": 0.60307} +{"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.01953, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39562, "top5_acc": 0.65562, "loss_cls": 4.99201, "loss": 4.99201, "time": 0.60395} +{"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.0195, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37938, "top5_acc": 0.64688, "loss_cls": 5.07717, "loss": 5.07717, "time": 0.60047} +{"mode": "train", "epoch": 107, "iter": 1300, "lr": 0.01948, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.37781, "top5_acc": 0.64781, "loss_cls": 5.06528, "loss": 5.06528, "time": 0.59316} +{"mode": "train", "epoch": 107, "iter": 1400, "lr": 0.01946, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39234, "top5_acc": 0.66031, "loss_cls": 5.02185, "loss": 5.02185, "time": 0.59481} +{"mode": "train", "epoch": 107, "iter": 1500, "lr": 0.01944, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38562, "top5_acc": 0.65078, "loss_cls": 5.05097, "loss": 5.05097, "time": 0.59458} +{"mode": "train", "epoch": 107, "iter": 1600, "lr": 0.01942, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.39609, "top5_acc": 0.65359, "loss_cls": 5.00245, "loss": 5.00245, "time": 0.59148} +{"mode": "train", "epoch": 107, "iter": 1700, "lr": 0.01939, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.38688, "top5_acc": 0.66031, "loss_cls": 5.04536, "loss": 5.04536, "time": 0.59139} +{"mode": "train", "epoch": 107, "iter": 1800, "lr": 0.01937, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.39797, "top5_acc": 0.65922, "loss_cls": 4.98805, "loss": 4.98805, "time": 0.59384} +{"mode": "train", "epoch": 107, "iter": 1900, "lr": 0.01935, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.38984, "top5_acc": 0.65703, "loss_cls": 5.0046, "loss": 5.0046, "time": 0.59215} +{"mode": "train", "epoch": 107, "iter": 2000, "lr": 0.01933, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.38969, "top5_acc": 0.65, "loss_cls": 5.02293, "loss": 5.02293, "time": 0.59278} +{"mode": "train", "epoch": 107, "iter": 2100, "lr": 0.0193, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38906, "top5_acc": 0.64891, "loss_cls": 5.02852, "loss": 5.02852, "time": 0.59414} +{"mode": "train", "epoch": 107, "iter": 2200, "lr": 0.01928, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.40172, "top5_acc": 0.66047, "loss_cls": 4.96689, "loss": 4.96689, "time": 0.59246} +{"mode": "train", "epoch": 107, "iter": 2300, "lr": 0.01926, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.37984, "top5_acc": 0.65281, "loss_cls": 5.04811, "loss": 5.04811, "time": 0.59359} +{"mode": "train", "epoch": 107, "iter": 2400, "lr": 0.01924, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.4, "top5_acc": 0.66, "loss_cls": 4.99462, "loss": 4.99462, "time": 0.59802} +{"mode": "train", "epoch": 107, "iter": 2500, "lr": 0.01922, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38953, "top5_acc": 0.65609, "loss_cls": 5.01156, "loss": 5.01156, "time": 0.59329} +{"mode": "train", "epoch": 107, "iter": 2600, "lr": 0.01919, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.39297, "top5_acc": 0.65484, "loss_cls": 5.02076, "loss": 5.02076, "time": 0.59543} +{"mode": "train", "epoch": 107, "iter": 2700, "lr": 0.01917, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38453, "top5_acc": 0.64438, "loss_cls": 5.04745, "loss": 5.04745, "time": 0.59489} +{"mode": "train", "epoch": 107, "iter": 2800, "lr": 0.01915, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.39141, "top5_acc": 0.65938, "loss_cls": 5.00485, "loss": 5.00485, "time": 0.59267} +{"mode": "train", "epoch": 107, "iter": 2900, "lr": 0.01913, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.39672, "top5_acc": 0.66375, "loss_cls": 4.98387, "loss": 4.98387, "time": 0.59556} +{"mode": "train", "epoch": 107, "iter": 3000, "lr": 0.01911, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38719, "top5_acc": 0.6475, "loss_cls": 5.06587, "loss": 5.06587, "time": 0.59389} +{"mode": "train", "epoch": 107, "iter": 3100, "lr": 0.01908, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.38438, "top5_acc": 0.65547, "loss_cls": 5.02232, "loss": 5.02232, "time": 0.59188} +{"mode": "train", "epoch": 107, "iter": 3200, "lr": 0.01906, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40172, "top5_acc": 0.65109, "loss_cls": 5.03541, "loss": 5.03541, "time": 0.59146} +{"mode": "train", "epoch": 107, "iter": 3300, "lr": 0.01904, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38594, "top5_acc": 0.65422, "loss_cls": 5.0342, "loss": 5.0342, "time": 0.60042} +{"mode": "train", "epoch": 107, "iter": 3400, "lr": 0.01902, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.38969, "top5_acc": 0.66219, "loss_cls": 5.00041, "loss": 5.00041, "time": 0.60079} +{"mode": "train", "epoch": 107, "iter": 3500, "lr": 0.019, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.38828, "top5_acc": 0.65594, "loss_cls": 5.01454, "loss": 5.01454, "time": 0.59267} +{"mode": "train", "epoch": 107, "iter": 3600, "lr": 0.01897, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39594, "top5_acc": 0.65406, "loss_cls": 4.98445, "loss": 4.98445, "time": 0.59269} +{"mode": "train", "epoch": 107, "iter": 3700, "lr": 0.01895, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.38312, "top5_acc": 0.65391, "loss_cls": 5.04043, "loss": 5.04043, "time": 0.60309} +{"mode": "val", "epoch": 107, "iter": 309, "lr": 0.01894, "top1_acc": 0.31925, "top5_acc": 0.57453, "mean_class_accuracy": 0.31902} +{"mode": "train", "epoch": 108, "iter": 100, "lr": 0.01892, "memory": 16180, "data_time": 1.38224, "top1_acc": 0.40203, "top5_acc": 0.6675, "loss_cls": 4.95642, "loss": 4.95642, "time": 1.97611} +{"mode": "train", "epoch": 108, "iter": 200, "lr": 0.0189, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.39859, "top5_acc": 0.65516, "loss_cls": 4.97434, "loss": 4.97434, "time": 0.59738} +{"mode": "train", "epoch": 108, "iter": 300, "lr": 0.01888, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40266, "top5_acc": 0.66906, "loss_cls": 4.95229, "loss": 4.95229, "time": 0.59249} +{"mode": "train", "epoch": 108, "iter": 400, "lr": 0.01886, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39188, "top5_acc": 0.65938, "loss_cls": 5.00366, "loss": 5.00366, "time": 0.59578} +{"mode": "train", "epoch": 108, "iter": 500, "lr": 0.01883, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38406, "top5_acc": 0.65484, "loss_cls": 5.00464, "loss": 5.00464, "time": 0.59665} +{"mode": "train", "epoch": 108, "iter": 600, "lr": 0.01881, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39812, "top5_acc": 0.66641, "loss_cls": 4.94746, "loss": 4.94746, "time": 0.59312} +{"mode": "train", "epoch": 108, "iter": 700, "lr": 0.01879, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40109, "top5_acc": 0.66047, "loss_cls": 4.93588, "loss": 4.93588, "time": 0.59726} +{"mode": "train", "epoch": 108, "iter": 800, "lr": 0.01877, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40094, "top5_acc": 0.66984, "loss_cls": 4.95689, "loss": 4.95689, "time": 0.59574} +{"mode": "train", "epoch": 108, "iter": 900, "lr": 0.01875, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39359, "top5_acc": 0.65984, "loss_cls": 5.00093, "loss": 5.00093, "time": 0.59512} +{"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.01872, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.39516, "top5_acc": 0.65375, "loss_cls": 5.00174, "loss": 5.00174, "time": 0.59388} +{"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.0187, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39797, "top5_acc": 0.66406, "loss_cls": 4.99865, "loss": 4.99865, "time": 0.60559} +{"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.01868, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39625, "top5_acc": 0.66219, "loss_cls": 4.9873, "loss": 4.9873, "time": 0.60382} +{"mode": "train", "epoch": 108, "iter": 1300, "lr": 0.01866, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38359, "top5_acc": 0.64812, "loss_cls": 5.01945, "loss": 5.01945, "time": 0.59946} +{"mode": "train", "epoch": 108, "iter": 1400, "lr": 0.01864, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.40266, "top5_acc": 0.66188, "loss_cls": 4.98697, "loss": 4.98697, "time": 0.59412} +{"mode": "train", "epoch": 108, "iter": 1500, "lr": 0.01862, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39719, "top5_acc": 0.66312, "loss_cls": 4.96338, "loss": 4.96338, "time": 0.59838} +{"mode": "train", "epoch": 108, "iter": 1600, "lr": 0.01859, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39328, "top5_acc": 0.6625, "loss_cls": 4.96656, "loss": 4.96656, "time": 0.59686} +{"mode": "train", "epoch": 108, "iter": 1700, "lr": 0.01857, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.38203, "top5_acc": 0.64125, "loss_cls": 5.07192, "loss": 5.07192, "time": 0.59778} +{"mode": "train", "epoch": 108, "iter": 1800, "lr": 0.01855, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40031, "top5_acc": 0.66547, "loss_cls": 4.95898, "loss": 4.95898, "time": 0.59475} +{"mode": "train", "epoch": 108, "iter": 1900, "lr": 0.01853, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40297, "top5_acc": 0.66234, "loss_cls": 4.98966, "loss": 4.98966, "time": 0.59665} +{"mode": "train", "epoch": 108, "iter": 2000, "lr": 0.01851, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39922, "top5_acc": 0.66219, "loss_cls": 4.98646, "loss": 4.98646, "time": 0.59275} +{"mode": "train", "epoch": 108, "iter": 2100, "lr": 0.01848, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39828, "top5_acc": 0.65641, "loss_cls": 4.99516, "loss": 4.99516, "time": 0.59391} +{"mode": "train", "epoch": 108, "iter": 2200, "lr": 0.01846, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39609, "top5_acc": 0.65422, "loss_cls": 5.01397, "loss": 5.01397, "time": 0.60015} +{"mode": "train", "epoch": 108, "iter": 2300, "lr": 0.01844, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39719, "top5_acc": 0.65391, "loss_cls": 5.01603, "loss": 5.01603, "time": 0.59735} +{"mode": "train", "epoch": 108, "iter": 2400, "lr": 0.01842, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39453, "top5_acc": 0.65641, "loss_cls": 5.00828, "loss": 5.00828, "time": 0.59573} +{"mode": "train", "epoch": 108, "iter": 2500, "lr": 0.0184, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39766, "top5_acc": 0.65953, "loss_cls": 4.98038, "loss": 4.98038, "time": 0.59266} +{"mode": "train", "epoch": 108, "iter": 2600, "lr": 0.01838, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3975, "top5_acc": 0.65609, "loss_cls": 5.00323, "loss": 5.00323, "time": 0.59546} +{"mode": "train", "epoch": 108, "iter": 2700, "lr": 0.01835, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38875, "top5_acc": 0.65531, "loss_cls": 5.02658, "loss": 5.02658, "time": 0.59362} +{"mode": "train", "epoch": 108, "iter": 2800, "lr": 0.01833, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38688, "top5_acc": 0.65344, "loss_cls": 5.00677, "loss": 5.00677, "time": 0.59453} +{"mode": "train", "epoch": 108, "iter": 2900, "lr": 0.01831, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40031, "top5_acc": 0.66359, "loss_cls": 4.99119, "loss": 4.99119, "time": 0.5956} +{"mode": "train", "epoch": 108, "iter": 3000, "lr": 0.01829, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39281, "top5_acc": 0.64969, "loss_cls": 5.01357, "loss": 5.01357, "time": 0.59841} +{"mode": "train", "epoch": 108, "iter": 3100, "lr": 0.01827, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39047, "top5_acc": 0.6525, "loss_cls": 5.04496, "loss": 5.04496, "time": 0.593} +{"mode": "train", "epoch": 108, "iter": 3200, "lr": 0.01825, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38969, "top5_acc": 0.66078, "loss_cls": 5.02189, "loss": 5.02189, "time": 0.59466} +{"mode": "train", "epoch": 108, "iter": 3300, "lr": 0.01823, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.40594, "top5_acc": 0.65672, "loss_cls": 5.00698, "loss": 5.00698, "time": 0.59971} +{"mode": "train", "epoch": 108, "iter": 3400, "lr": 0.0182, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39625, "top5_acc": 0.66188, "loss_cls": 4.98206, "loss": 4.98206, "time": 0.60781} +{"mode": "train", "epoch": 108, "iter": 3500, "lr": 0.01818, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.38594, "top5_acc": 0.65938, "loss_cls": 4.993, "loss": 4.993, "time": 0.59646} +{"mode": "train", "epoch": 108, "iter": 3600, "lr": 0.01816, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.38969, "top5_acc": 0.64797, "loss_cls": 5.03154, "loss": 5.03154, "time": 0.5986} +{"mode": "train", "epoch": 108, "iter": 3700, "lr": 0.01814, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.38688, "top5_acc": 0.65984, "loss_cls": 4.99087, "loss": 4.99087, "time": 0.60629} +{"mode": "val", "epoch": 108, "iter": 309, "lr": 0.01813, "top1_acc": 0.32776, "top5_acc": 0.58431, "mean_class_accuracy": 0.3276} +{"mode": "train", "epoch": 109, "iter": 100, "lr": 0.01811, "memory": 16180, "data_time": 1.41982, "top1_acc": 0.41266, "top5_acc": 0.66906, "loss_cls": 4.9218, "loss": 4.9218, "time": 2.01245} +{"mode": "train", "epoch": 109, "iter": 200, "lr": 0.01809, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40734, "top5_acc": 0.66906, "loss_cls": 4.92534, "loss": 4.92534, "time": 0.59451} +{"mode": "train", "epoch": 109, "iter": 300, "lr": 0.01806, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39938, "top5_acc": 0.66719, "loss_cls": 4.96053, "loss": 4.96053, "time": 0.59631} +{"mode": "train", "epoch": 109, "iter": 400, "lr": 0.01804, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.40219, "top5_acc": 0.66812, "loss_cls": 4.93166, "loss": 4.93166, "time": 0.5952} +{"mode": "train", "epoch": 109, "iter": 500, "lr": 0.01802, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40828, "top5_acc": 0.67109, "loss_cls": 4.93501, "loss": 4.93501, "time": 0.59661} +{"mode": "train", "epoch": 109, "iter": 600, "lr": 0.018, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39859, "top5_acc": 0.66219, "loss_cls": 4.97287, "loss": 4.97287, "time": 0.59408} +{"mode": "train", "epoch": 109, "iter": 700, "lr": 0.01798, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40812, "top5_acc": 0.6725, "loss_cls": 4.92371, "loss": 4.92371, "time": 0.59541} +{"mode": "train", "epoch": 109, "iter": 800, "lr": 0.01796, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.4075, "top5_acc": 0.66297, "loss_cls": 4.97216, "loss": 4.97216, "time": 0.59646} +{"mode": "train", "epoch": 109, "iter": 900, "lr": 0.01794, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40266, "top5_acc": 0.66453, "loss_cls": 4.95134, "loss": 4.95134, "time": 0.59513} +{"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.01791, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39906, "top5_acc": 0.66484, "loss_cls": 4.9635, "loss": 4.9635, "time": 0.59722} +{"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.01789, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.40141, "top5_acc": 0.65766, "loss_cls": 4.96757, "loss": 4.96757, "time": 0.59779} +{"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.01787, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.39703, "top5_acc": 0.66391, "loss_cls": 4.95731, "loss": 4.95731, "time": 0.60146} +{"mode": "train", "epoch": 109, "iter": 1300, "lr": 0.01785, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39953, "top5_acc": 0.66906, "loss_cls": 4.96415, "loss": 4.96415, "time": 0.59804} +{"mode": "train", "epoch": 109, "iter": 1400, "lr": 0.01783, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40797, "top5_acc": 0.66375, "loss_cls": 4.96997, "loss": 4.96997, "time": 0.6009} +{"mode": "train", "epoch": 109, "iter": 1500, "lr": 0.01781, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39703, "top5_acc": 0.65609, "loss_cls": 4.98353, "loss": 4.98353, "time": 0.5954} +{"mode": "train", "epoch": 109, "iter": 1600, "lr": 0.01779, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.39188, "top5_acc": 0.66078, "loss_cls": 4.99125, "loss": 4.99125, "time": 0.59103} +{"mode": "train", "epoch": 109, "iter": 1700, "lr": 0.01776, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40297, "top5_acc": 0.66781, "loss_cls": 4.97016, "loss": 4.97016, "time": 0.5936} +{"mode": "train", "epoch": 109, "iter": 1800, "lr": 0.01774, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39047, "top5_acc": 0.65484, "loss_cls": 5.02074, "loss": 5.02074, "time": 0.59681} +{"mode": "train", "epoch": 109, "iter": 1900, "lr": 0.01772, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38922, "top5_acc": 0.65406, "loss_cls": 5.02495, "loss": 5.02495, "time": 0.5947} +{"mode": "train", "epoch": 109, "iter": 2000, "lr": 0.0177, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.38047, "top5_acc": 0.65578, "loss_cls": 5.00067, "loss": 5.00067, "time": 0.5973} +{"mode": "train", "epoch": 109, "iter": 2100, "lr": 0.01768, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.39688, "top5_acc": 0.65781, "loss_cls": 4.99607, "loss": 4.99607, "time": 0.60361} +{"mode": "train", "epoch": 109, "iter": 2200, "lr": 0.01766, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.39516, "top5_acc": 0.66031, "loss_cls": 4.99795, "loss": 4.99795, "time": 0.6058} +{"mode": "train", "epoch": 109, "iter": 2300, "lr": 0.01764, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.38797, "top5_acc": 0.65406, "loss_cls": 5.03239, "loss": 5.03239, "time": 0.60608} +{"mode": "train", "epoch": 109, "iter": 2400, "lr": 0.01761, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.39266, "top5_acc": 0.65078, "loss_cls": 4.99928, "loss": 4.99928, "time": 0.59566} +{"mode": "train", "epoch": 109, "iter": 2500, "lr": 0.01759, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.4025, "top5_acc": 0.65875, "loss_cls": 4.96584, "loss": 4.96584, "time": 0.59367} +{"mode": "train", "epoch": 109, "iter": 2600, "lr": 0.01757, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39453, "top5_acc": 0.66094, "loss_cls": 4.97881, "loss": 4.97881, "time": 0.59617} +{"mode": "train", "epoch": 109, "iter": 2700, "lr": 0.01755, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39578, "top5_acc": 0.66688, "loss_cls": 4.95514, "loss": 4.95514, "time": 0.59345} +{"mode": "train", "epoch": 109, "iter": 2800, "lr": 0.01753, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39578, "top5_acc": 0.65047, "loss_cls": 4.99278, "loss": 4.99278, "time": 0.5934} +{"mode": "train", "epoch": 109, "iter": 2900, "lr": 0.01751, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39516, "top5_acc": 0.65984, "loss_cls": 5.00093, "loss": 5.00093, "time": 0.59663} +{"mode": "train", "epoch": 109, "iter": 3000, "lr": 0.01749, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39406, "top5_acc": 0.67047, "loss_cls": 4.96061, "loss": 4.96061, "time": 0.59597} +{"mode": "train", "epoch": 109, "iter": 3100, "lr": 0.01747, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.40438, "top5_acc": 0.65875, "loss_cls": 4.94088, "loss": 4.94088, "time": 0.59786} +{"mode": "train", "epoch": 109, "iter": 3200, "lr": 0.01744, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.39641, "top5_acc": 0.6525, "loss_cls": 4.98054, "loss": 4.98054, "time": 0.60888} +{"mode": "train", "epoch": 109, "iter": 3300, "lr": 0.01742, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41297, "top5_acc": 0.6625, "loss_cls": 4.95832, "loss": 4.95832, "time": 0.60193} +{"mode": "train", "epoch": 109, "iter": 3400, "lr": 0.0174, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39141, "top5_acc": 0.64859, "loss_cls": 5.03073, "loss": 5.03073, "time": 0.59992} +{"mode": "train", "epoch": 109, "iter": 3500, "lr": 0.01738, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40562, "top5_acc": 0.66375, "loss_cls": 4.9642, "loss": 4.9642, "time": 0.59541} +{"mode": "train", "epoch": 109, "iter": 3600, "lr": 0.01736, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.39859, "top5_acc": 0.66469, "loss_cls": 4.97447, "loss": 4.97447, "time": 0.60292} +{"mode": "train", "epoch": 109, "iter": 3700, "lr": 0.01734, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.38797, "top5_acc": 0.65938, "loss_cls": 5.01009, "loss": 5.01009, "time": 0.60244} +{"mode": "val", "epoch": 109, "iter": 309, "lr": 0.01733, "top1_acc": 0.34326, "top5_acc": 0.60143, "mean_class_accuracy": 0.34315} +{"mode": "train", "epoch": 110, "iter": 100, "lr": 0.01731, "memory": 16180, "data_time": 1.38598, "top1_acc": 0.40703, "top5_acc": 0.67609, "loss_cls": 4.8916, "loss": 4.8916, "time": 1.978} +{"mode": "train", "epoch": 110, "iter": 200, "lr": 0.01729, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41109, "top5_acc": 0.67875, "loss_cls": 4.88756, "loss": 4.88756, "time": 0.59419} +{"mode": "train", "epoch": 110, "iter": 300, "lr": 0.01727, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.41391, "top5_acc": 0.67766, "loss_cls": 4.89659, "loss": 4.89659, "time": 0.59355} +{"mode": "train", "epoch": 110, "iter": 400, "lr": 0.01724, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41062, "top5_acc": 0.67109, "loss_cls": 4.90975, "loss": 4.90975, "time": 0.59751} +{"mode": "train", "epoch": 110, "iter": 500, "lr": 0.01722, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40172, "top5_acc": 0.66531, "loss_cls": 4.9534, "loss": 4.9534, "time": 0.59832} +{"mode": "train", "epoch": 110, "iter": 600, "lr": 0.0172, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.41766, "top5_acc": 0.67656, "loss_cls": 4.88599, "loss": 4.88599, "time": 0.59682} +{"mode": "train", "epoch": 110, "iter": 700, "lr": 0.01718, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40969, "top5_acc": 0.66672, "loss_cls": 4.93058, "loss": 4.93058, "time": 0.5963} +{"mode": "train", "epoch": 110, "iter": 800, "lr": 0.01716, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40062, "top5_acc": 0.66828, "loss_cls": 4.94627, "loss": 4.94627, "time": 0.59664} +{"mode": "train", "epoch": 110, "iter": 900, "lr": 0.01714, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41391, "top5_acc": 0.67438, "loss_cls": 4.92599, "loss": 4.92599, "time": 0.59566} +{"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.01712, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.40297, "top5_acc": 0.67031, "loss_cls": 4.93257, "loss": 4.93257, "time": 0.59967} +{"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.0171, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.41031, "top5_acc": 0.66594, "loss_cls": 4.94671, "loss": 4.94671, "time": 0.59802} +{"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.01708, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39719, "top5_acc": 0.66891, "loss_cls": 4.97881, "loss": 4.97881, "time": 0.60416} +{"mode": "train", "epoch": 110, "iter": 1300, "lr": 0.01705, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.40484, "top5_acc": 0.67016, "loss_cls": 4.95842, "loss": 4.95842, "time": 0.60255} +{"mode": "train", "epoch": 110, "iter": 1400, "lr": 0.01703, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39641, "top5_acc": 0.65109, "loss_cls": 5.02335, "loss": 5.02335, "time": 0.59516} +{"mode": "train", "epoch": 110, "iter": 1500, "lr": 0.01701, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40547, "top5_acc": 0.66469, "loss_cls": 4.95275, "loss": 4.95275, "time": 0.59466} +{"mode": "train", "epoch": 110, "iter": 1600, "lr": 0.01699, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.39734, "top5_acc": 0.65906, "loss_cls": 4.97221, "loss": 4.97221, "time": 0.60506} +{"mode": "train", "epoch": 110, "iter": 1700, "lr": 0.01697, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.40047, "top5_acc": 0.66859, "loss_cls": 4.95197, "loss": 4.95197, "time": 0.59782} +{"mode": "train", "epoch": 110, "iter": 1800, "lr": 0.01695, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.40969, "top5_acc": 0.66453, "loss_cls": 4.92859, "loss": 4.92859, "time": 0.5946} +{"mode": "train", "epoch": 110, "iter": 1900, "lr": 0.01693, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.40359, "top5_acc": 0.65953, "loss_cls": 4.98443, "loss": 4.98443, "time": 0.59441} +{"mode": "train", "epoch": 110, "iter": 2000, "lr": 0.01691, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40484, "top5_acc": 0.66469, "loss_cls": 4.9729, "loss": 4.9729, "time": 0.59685} +{"mode": "train", "epoch": 110, "iter": 2100, "lr": 0.01689, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40172, "top5_acc": 0.66438, "loss_cls": 4.96247, "loss": 4.96247, "time": 0.59684} +{"mode": "train", "epoch": 110, "iter": 2200, "lr": 0.01687, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39844, "top5_acc": 0.67141, "loss_cls": 4.92973, "loss": 4.92973, "time": 0.59476} +{"mode": "train", "epoch": 110, "iter": 2300, "lr": 0.01685, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40531, "top5_acc": 0.67609, "loss_cls": 4.9387, "loss": 4.9387, "time": 0.59475} +{"mode": "train", "epoch": 110, "iter": 2400, "lr": 0.01682, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39906, "top5_acc": 0.65875, "loss_cls": 4.98503, "loss": 4.98503, "time": 0.59655} +{"mode": "train", "epoch": 110, "iter": 2500, "lr": 0.0168, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39344, "top5_acc": 0.65469, "loss_cls": 5.02087, "loss": 5.02087, "time": 0.59503} +{"mode": "train", "epoch": 110, "iter": 2600, "lr": 0.01678, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40906, "top5_acc": 0.67188, "loss_cls": 4.9211, "loss": 4.9211, "time": 0.59498} +{"mode": "train", "epoch": 110, "iter": 2700, "lr": 0.01676, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.39547, "top5_acc": 0.65828, "loss_cls": 4.96371, "loss": 4.96371, "time": 0.59484} +{"mode": "train", "epoch": 110, "iter": 2800, "lr": 0.01674, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41406, "top5_acc": 0.66984, "loss_cls": 4.92544, "loss": 4.92544, "time": 0.59432} +{"mode": "train", "epoch": 110, "iter": 2900, "lr": 0.01672, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39297, "top5_acc": 0.66, "loss_cls": 5.00465, "loss": 5.00465, "time": 0.59557} +{"mode": "train", "epoch": 110, "iter": 3000, "lr": 0.0167, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39609, "top5_acc": 0.65516, "loss_cls": 5.01274, "loss": 5.01274, "time": 0.59599} +{"mode": "train", "epoch": 110, "iter": 3100, "lr": 0.01668, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39891, "top5_acc": 0.67188, "loss_cls": 4.98288, "loss": 4.98288, "time": 0.59447} +{"mode": "train", "epoch": 110, "iter": 3200, "lr": 0.01666, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39328, "top5_acc": 0.65938, "loss_cls": 4.98883, "loss": 4.98883, "time": 0.59623} +{"mode": "train", "epoch": 110, "iter": 3300, "lr": 0.01664, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.38984, "top5_acc": 0.65891, "loss_cls": 4.98992, "loss": 4.98992, "time": 0.59888} +{"mode": "train", "epoch": 110, "iter": 3400, "lr": 0.01662, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.38609, "top5_acc": 0.665, "loss_cls": 4.98573, "loss": 4.98573, "time": 0.60031} +{"mode": "train", "epoch": 110, "iter": 3500, "lr": 0.01659, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40391, "top5_acc": 0.66484, "loss_cls": 4.95827, "loss": 4.95827, "time": 0.59078} +{"mode": "train", "epoch": 110, "iter": 3600, "lr": 0.01657, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.39469, "top5_acc": 0.66719, "loss_cls": 4.98636, "loss": 4.98636, "time": 0.59515} +{"mode": "train", "epoch": 110, "iter": 3700, "lr": 0.01655, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40469, "top5_acc": 0.67203, "loss_cls": 4.92574, "loss": 4.92574, "time": 0.60183} +{"mode": "val", "epoch": 110, "iter": 309, "lr": 0.01654, "top1_acc": 0.34311, "top5_acc": 0.60852, "mean_class_accuracy": 0.34274} +{"mode": "train", "epoch": 111, "iter": 100, "lr": 0.01652, "memory": 16180, "data_time": 1.32801, "top1_acc": 0.42422, "top5_acc": 0.68406, "loss_cls": 4.83463, "loss": 4.83463, "time": 1.92285} +{"mode": "train", "epoch": 111, "iter": 200, "lr": 0.0165, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41531, "top5_acc": 0.68078, "loss_cls": 4.8977, "loss": 4.8977, "time": 0.59659} +{"mode": "train", "epoch": 111, "iter": 300, "lr": 0.01648, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42125, "top5_acc": 0.68, "loss_cls": 4.88765, "loss": 4.88765, "time": 0.59424} +{"mode": "train", "epoch": 111, "iter": 400, "lr": 0.01646, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.425, "top5_acc": 0.68391, "loss_cls": 4.8761, "loss": 4.8761, "time": 0.59261} +{"mode": "train", "epoch": 111, "iter": 500, "lr": 0.01644, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40703, "top5_acc": 0.66703, "loss_cls": 4.94078, "loss": 4.94078, "time": 0.59625} +{"mode": "train", "epoch": 111, "iter": 600, "lr": 0.01642, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40625, "top5_acc": 0.67344, "loss_cls": 4.93688, "loss": 4.93688, "time": 0.59426} +{"mode": "train", "epoch": 111, "iter": 700, "lr": 0.0164, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.42172, "top5_acc": 0.68, "loss_cls": 4.87043, "loss": 4.87043, "time": 0.59819} +{"mode": "train", "epoch": 111, "iter": 800, "lr": 0.01638, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.40141, "top5_acc": 0.67219, "loss_cls": 4.9165, "loss": 4.9165, "time": 0.60555} +{"mode": "train", "epoch": 111, "iter": 900, "lr": 0.01636, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.41188, "top5_acc": 0.675, "loss_cls": 4.90617, "loss": 4.90617, "time": 0.60386} +{"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.01634, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.41703, "top5_acc": 0.67922, "loss_cls": 4.87141, "loss": 4.87141, "time": 0.5963} +{"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.01632, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.41141, "top5_acc": 0.67562, "loss_cls": 4.91834, "loss": 4.91834, "time": 0.60213} +{"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.0163, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.40125, "top5_acc": 0.66141, "loss_cls": 4.95905, "loss": 4.95905, "time": 0.60037} +{"mode": "train", "epoch": 111, "iter": 1300, "lr": 0.01627, "memory": 16180, "data_time": 0.0008, "top1_acc": 0.40672, "top5_acc": 0.66859, "loss_cls": 4.94895, "loss": 4.94895, "time": 0.60463} +{"mode": "train", "epoch": 111, "iter": 1400, "lr": 0.01625, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40188, "top5_acc": 0.67578, "loss_cls": 4.91729, "loss": 4.91729, "time": 0.59845} +{"mode": "train", "epoch": 111, "iter": 1500, "lr": 0.01623, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41188, "top5_acc": 0.68047, "loss_cls": 4.91302, "loss": 4.91302, "time": 0.59757} +{"mode": "train", "epoch": 111, "iter": 1600, "lr": 0.01621, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41281, "top5_acc": 0.675, "loss_cls": 4.93222, "loss": 4.93222, "time": 0.59328} +{"mode": "train", "epoch": 111, "iter": 1700, "lr": 0.01619, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.39906, "top5_acc": 0.66734, "loss_cls": 4.95301, "loss": 4.95301, "time": 0.59703} +{"mode": "train", "epoch": 111, "iter": 1800, "lr": 0.01617, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.40391, "top5_acc": 0.66359, "loss_cls": 4.9512, "loss": 4.9512, "time": 0.60122} +{"mode": "train", "epoch": 111, "iter": 1900, "lr": 0.01615, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39422, "top5_acc": 0.65797, "loss_cls": 5.00367, "loss": 5.00367, "time": 0.59573} +{"mode": "train", "epoch": 111, "iter": 2000, "lr": 0.01613, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40078, "top5_acc": 0.66688, "loss_cls": 4.96131, "loss": 4.96131, "time": 0.59327} +{"mode": "train", "epoch": 111, "iter": 2100, "lr": 0.01611, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40484, "top5_acc": 0.66359, "loss_cls": 4.96973, "loss": 4.96973, "time": 0.59354} +{"mode": "train", "epoch": 111, "iter": 2200, "lr": 0.01609, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40297, "top5_acc": 0.66438, "loss_cls": 4.94622, "loss": 4.94622, "time": 0.59452} +{"mode": "train", "epoch": 111, "iter": 2300, "lr": 0.01607, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.4, "top5_acc": 0.66359, "loss_cls": 4.95956, "loss": 4.95956, "time": 0.59546} +{"mode": "train", "epoch": 111, "iter": 2400, "lr": 0.01605, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40172, "top5_acc": 0.66828, "loss_cls": 4.9599, "loss": 4.9599, "time": 0.59419} +{"mode": "train", "epoch": 111, "iter": 2500, "lr": 0.01603, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.40188, "top5_acc": 0.65719, "loss_cls": 4.99545, "loss": 4.99545, "time": 0.59911} +{"mode": "train", "epoch": 111, "iter": 2600, "lr": 0.01601, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.40031, "top5_acc": 0.66672, "loss_cls": 4.94589, "loss": 4.94589, "time": 0.59874} +{"mode": "train", "epoch": 111, "iter": 2700, "lr": 0.01599, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.39844, "top5_acc": 0.65641, "loss_cls": 4.98583, "loss": 4.98583, "time": 0.59674} +{"mode": "train", "epoch": 111, "iter": 2800, "lr": 0.01597, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39953, "top5_acc": 0.66828, "loss_cls": 4.93877, "loss": 4.93877, "time": 0.59983} +{"mode": "train", "epoch": 111, "iter": 2900, "lr": 0.01595, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40328, "top5_acc": 0.67, "loss_cls": 4.95484, "loss": 4.95484, "time": 0.59327} +{"mode": "train", "epoch": 111, "iter": 3000, "lr": 0.01593, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40188, "top5_acc": 0.67406, "loss_cls": 4.93785, "loss": 4.93785, "time": 0.5939} +{"mode": "train", "epoch": 111, "iter": 3100, "lr": 0.0159, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.40234, "top5_acc": 0.67469, "loss_cls": 4.92436, "loss": 4.92436, "time": 0.59464} +{"mode": "train", "epoch": 111, "iter": 3200, "lr": 0.01588, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40031, "top5_acc": 0.66656, "loss_cls": 4.96521, "loss": 4.96521, "time": 0.59749} +{"mode": "train", "epoch": 111, "iter": 3300, "lr": 0.01586, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.40156, "top5_acc": 0.66344, "loss_cls": 4.97253, "loss": 4.97253, "time": 0.5996} +{"mode": "train", "epoch": 111, "iter": 3400, "lr": 0.01584, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40078, "top5_acc": 0.66375, "loss_cls": 4.96796, "loss": 4.96796, "time": 0.60319} +{"mode": "train", "epoch": 111, "iter": 3500, "lr": 0.01582, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40484, "top5_acc": 0.66562, "loss_cls": 4.94611, "loss": 4.94611, "time": 0.59181} +{"mode": "train", "epoch": 111, "iter": 3600, "lr": 0.0158, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39469, "top5_acc": 0.66422, "loss_cls": 4.96196, "loss": 4.96196, "time": 0.59433} +{"mode": "train", "epoch": 111, "iter": 3700, "lr": 0.01578, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40719, "top5_acc": 0.66953, "loss_cls": 4.9462, "loss": 4.9462, "time": 0.59934} +{"mode": "val", "epoch": 111, "iter": 309, "lr": 0.01577, "top1_acc": 0.34281, "top5_acc": 0.60396, "mean_class_accuracy": 0.34263} +{"mode": "train", "epoch": 112, "iter": 100, "lr": 0.01575, "memory": 16180, "data_time": 1.40058, "top1_acc": 0.42297, "top5_acc": 0.69094, "loss_cls": 4.85664, "loss": 4.85664, "time": 1.99478} +{"mode": "train", "epoch": 112, "iter": 200, "lr": 0.01573, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.415, "top5_acc": 0.68953, "loss_cls": 4.86243, "loss": 4.86243, "time": 0.59738} +{"mode": "train", "epoch": 112, "iter": 300, "lr": 0.01571, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41578, "top5_acc": 0.68484, "loss_cls": 4.85252, "loss": 4.85252, "time": 0.59486} +{"mode": "train", "epoch": 112, "iter": 400, "lr": 0.01569, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42016, "top5_acc": 0.68031, "loss_cls": 4.86673, "loss": 4.86673, "time": 0.59358} +{"mode": "train", "epoch": 112, "iter": 500, "lr": 0.01567, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41047, "top5_acc": 0.68031, "loss_cls": 4.90661, "loss": 4.90661, "time": 0.5939} +{"mode": "train", "epoch": 112, "iter": 600, "lr": 0.01565, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42594, "top5_acc": 0.69359, "loss_cls": 4.81315, "loss": 4.81315, "time": 0.59811} +{"mode": "train", "epoch": 112, "iter": 700, "lr": 0.01563, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41375, "top5_acc": 0.68312, "loss_cls": 4.86008, "loss": 4.86008, "time": 0.59846} +{"mode": "train", "epoch": 112, "iter": 800, "lr": 0.01561, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41391, "top5_acc": 0.67344, "loss_cls": 4.90775, "loss": 4.90775, "time": 0.5961} +{"mode": "train", "epoch": 112, "iter": 900, "lr": 0.01559, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40641, "top5_acc": 0.66906, "loss_cls": 4.91189, "loss": 4.91189, "time": 0.59479} +{"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.01557, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41266, "top5_acc": 0.67906, "loss_cls": 4.88364, "loss": 4.88364, "time": 0.59456} +{"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.01555, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41062, "top5_acc": 0.67703, "loss_cls": 4.91589, "loss": 4.91589, "time": 0.59442} +{"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.01553, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.40719, "top5_acc": 0.68234, "loss_cls": 4.89011, "loss": 4.89011, "time": 0.59638} +{"mode": "train", "epoch": 112, "iter": 1300, "lr": 0.01551, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.40281, "top5_acc": 0.67156, "loss_cls": 4.94717, "loss": 4.94717, "time": 0.60519} +{"mode": "train", "epoch": 112, "iter": 1400, "lr": 0.01549, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.41438, "top5_acc": 0.6775, "loss_cls": 4.89785, "loss": 4.89785, "time": 0.60481} +{"mode": "train", "epoch": 112, "iter": 1500, "lr": 0.01547, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42312, "top5_acc": 0.68656, "loss_cls": 4.85717, "loss": 4.85717, "time": 0.59445} +{"mode": "train", "epoch": 112, "iter": 1600, "lr": 0.01545, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.40734, "top5_acc": 0.67328, "loss_cls": 4.93506, "loss": 4.93506, "time": 0.59674} +{"mode": "train", "epoch": 112, "iter": 1700, "lr": 0.01543, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.40109, "top5_acc": 0.66859, "loss_cls": 4.93854, "loss": 4.93854, "time": 0.59863} +{"mode": "train", "epoch": 112, "iter": 1800, "lr": 0.01541, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41344, "top5_acc": 0.66875, "loss_cls": 4.93794, "loss": 4.93794, "time": 0.5951} +{"mode": "train", "epoch": 112, "iter": 1900, "lr": 0.01539, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41094, "top5_acc": 0.66594, "loss_cls": 4.93852, "loss": 4.93852, "time": 0.59669} +{"mode": "train", "epoch": 112, "iter": 2000, "lr": 0.01537, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.40484, "top5_acc": 0.6675, "loss_cls": 4.93927, "loss": 4.93927, "time": 0.59347} +{"mode": "train", "epoch": 112, "iter": 2100, "lr": 0.01535, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.39984, "top5_acc": 0.66359, "loss_cls": 4.95534, "loss": 4.95534, "time": 0.59342} +{"mode": "train", "epoch": 112, "iter": 2200, "lr": 0.01533, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40312, "top5_acc": 0.66844, "loss_cls": 4.94529, "loss": 4.94529, "time": 0.59327} +{"mode": "train", "epoch": 112, "iter": 2300, "lr": 0.01531, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41984, "top5_acc": 0.68516, "loss_cls": 4.88244, "loss": 4.88244, "time": 0.59282} +{"mode": "train", "epoch": 112, "iter": 2400, "lr": 0.01529, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40516, "top5_acc": 0.66844, "loss_cls": 4.93622, "loss": 4.93622, "time": 0.59523} +{"mode": "train", "epoch": 112, "iter": 2500, "lr": 0.01527, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40625, "top5_acc": 0.66938, "loss_cls": 4.95428, "loss": 4.95428, "time": 0.59367} +{"mode": "train", "epoch": 112, "iter": 2600, "lr": 0.01525, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.41516, "top5_acc": 0.66859, "loss_cls": 4.94362, "loss": 4.94362, "time": 0.59324} +{"mode": "train", "epoch": 112, "iter": 2700, "lr": 0.01523, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41453, "top5_acc": 0.67594, "loss_cls": 4.88529, "loss": 4.88529, "time": 0.59346} +{"mode": "train", "epoch": 112, "iter": 2800, "lr": 0.01521, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.40328, "top5_acc": 0.66734, "loss_cls": 4.93607, "loss": 4.93607, "time": 0.5929} +{"mode": "train", "epoch": 112, "iter": 2900, "lr": 0.01519, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.39828, "top5_acc": 0.67094, "loss_cls": 4.94463, "loss": 4.94463, "time": 0.59537} +{"mode": "train", "epoch": 112, "iter": 3000, "lr": 0.01517, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41781, "top5_acc": 0.67812, "loss_cls": 4.8784, "loss": 4.8784, "time": 0.59401} +{"mode": "train", "epoch": 112, "iter": 3100, "lr": 0.01515, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40844, "top5_acc": 0.66797, "loss_cls": 4.93852, "loss": 4.93852, "time": 0.59484} +{"mode": "train", "epoch": 112, "iter": 3200, "lr": 0.01513, "memory": 16180, "data_time": 0.00049, "top1_acc": 0.395, "top5_acc": 0.67, "loss_cls": 4.95652, "loss": 4.95652, "time": 0.59921} +{"mode": "train", "epoch": 112, "iter": 3300, "lr": 0.01511, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41031, "top5_acc": 0.67328, "loss_cls": 4.93224, "loss": 4.93224, "time": 0.60019} +{"mode": "train", "epoch": 112, "iter": 3400, "lr": 0.01509, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40766, "top5_acc": 0.67828, "loss_cls": 4.92577, "loss": 4.92577, "time": 0.59392} +{"mode": "train", "epoch": 112, "iter": 3500, "lr": 0.01507, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.41172, "top5_acc": 0.67562, "loss_cls": 4.92992, "loss": 4.92992, "time": 0.59662} +{"mode": "train", "epoch": 112, "iter": 3600, "lr": 0.01505, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40859, "top5_acc": 0.67344, "loss_cls": 4.90297, "loss": 4.90297, "time": 0.5993} +{"mode": "train", "epoch": 112, "iter": 3700, "lr": 0.01503, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.40703, "top5_acc": 0.67438, "loss_cls": 4.91535, "loss": 4.91535, "time": 0.59789} +{"mode": "val", "epoch": 112, "iter": 309, "lr": 0.01502, "top1_acc": 0.34154, "top5_acc": 0.60153, "mean_class_accuracy": 0.34136} +{"mode": "train", "epoch": 113, "iter": 100, "lr": 0.015, "memory": 16180, "data_time": 1.33493, "top1_acc": 0.42266, "top5_acc": 0.68766, "loss_cls": 4.83643, "loss": 4.83643, "time": 1.92724} +{"mode": "train", "epoch": 113, "iter": 200, "lr": 0.01498, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42594, "top5_acc": 0.69094, "loss_cls": 4.85126, "loss": 4.85126, "time": 0.59469} +{"mode": "train", "epoch": 113, "iter": 300, "lr": 0.01496, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42406, "top5_acc": 0.69469, "loss_cls": 4.8196, "loss": 4.8196, "time": 0.59436} +{"mode": "train", "epoch": 113, "iter": 400, "lr": 0.01494, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.40344, "top5_acc": 0.67031, "loss_cls": 4.90378, "loss": 4.90378, "time": 0.59447} +{"mode": "train", "epoch": 113, "iter": 500, "lr": 0.01492, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42078, "top5_acc": 0.68891, "loss_cls": 4.85941, "loss": 4.85941, "time": 0.59519} +{"mode": "train", "epoch": 113, "iter": 600, "lr": 0.0149, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42891, "top5_acc": 0.68781, "loss_cls": 4.8316, "loss": 4.8316, "time": 0.59508} +{"mode": "train", "epoch": 113, "iter": 700, "lr": 0.01488, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41281, "top5_acc": 0.67562, "loss_cls": 4.88774, "loss": 4.88774, "time": 0.59726} +{"mode": "train", "epoch": 113, "iter": 800, "lr": 0.01486, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.405, "top5_acc": 0.66938, "loss_cls": 4.93227, "loss": 4.93227, "time": 0.59753} +{"mode": "train", "epoch": 113, "iter": 900, "lr": 0.01484, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41453, "top5_acc": 0.68656, "loss_cls": 4.85942, "loss": 4.85942, "time": 0.59211} +{"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.01482, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41078, "top5_acc": 0.67234, "loss_cls": 4.91312, "loss": 4.91312, "time": 0.5953} +{"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.0148, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.40984, "top5_acc": 0.68, "loss_cls": 4.88905, "loss": 4.88905, "time": 0.59698} +{"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.01478, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41516, "top5_acc": 0.67516, "loss_cls": 4.90166, "loss": 4.90166, "time": 0.59768} +{"mode": "train", "epoch": 113, "iter": 1300, "lr": 0.01476, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42781, "top5_acc": 0.68531, "loss_cls": 4.86365, "loss": 4.86365, "time": 0.60147} +{"mode": "train", "epoch": 113, "iter": 1400, "lr": 0.01474, "memory": 16180, "data_time": 0.00054, "top1_acc": 0.41609, "top5_acc": 0.68547, "loss_cls": 4.8889, "loss": 4.8889, "time": 0.60236} +{"mode": "train", "epoch": 113, "iter": 1500, "lr": 0.01472, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41172, "top5_acc": 0.67031, "loss_cls": 4.9202, "loss": 4.9202, "time": 0.60044} +{"mode": "train", "epoch": 113, "iter": 1600, "lr": 0.0147, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.40969, "top5_acc": 0.68203, "loss_cls": 4.89002, "loss": 4.89002, "time": 0.59683} +{"mode": "train", "epoch": 113, "iter": 1700, "lr": 0.01468, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41969, "top5_acc": 0.67297, "loss_cls": 4.87694, "loss": 4.87694, "time": 0.59682} +{"mode": "train", "epoch": 113, "iter": 1800, "lr": 0.01466, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40422, "top5_acc": 0.67031, "loss_cls": 4.93239, "loss": 4.93239, "time": 0.59856} +{"mode": "train", "epoch": 113, "iter": 1900, "lr": 0.01464, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.40844, "top5_acc": 0.66969, "loss_cls": 4.92513, "loss": 4.92513, "time": 0.59895} +{"mode": "train", "epoch": 113, "iter": 2000, "lr": 0.01462, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41, "top5_acc": 0.66594, "loss_cls": 4.92278, "loss": 4.92278, "time": 0.59489} +{"mode": "train", "epoch": 113, "iter": 2100, "lr": 0.0146, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.4225, "top5_acc": 0.67828, "loss_cls": 4.87548, "loss": 4.87548, "time": 0.59499} +{"mode": "train", "epoch": 113, "iter": 2200, "lr": 0.01458, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.40484, "top5_acc": 0.67359, "loss_cls": 4.95843, "loss": 4.95843, "time": 0.59878} +{"mode": "train", "epoch": 113, "iter": 2300, "lr": 0.01456, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40828, "top5_acc": 0.6725, "loss_cls": 4.9354, "loss": 4.9354, "time": 0.59474} +{"mode": "train", "epoch": 113, "iter": 2400, "lr": 0.01454, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41672, "top5_acc": 0.68141, "loss_cls": 4.8705, "loss": 4.8705, "time": 0.59671} +{"mode": "train", "epoch": 113, "iter": 2500, "lr": 0.01452, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41188, "top5_acc": 0.67375, "loss_cls": 4.89922, "loss": 4.89922, "time": 0.59615} +{"mode": "train", "epoch": 113, "iter": 2600, "lr": 0.0145, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41156, "top5_acc": 0.67734, "loss_cls": 4.89255, "loss": 4.89255, "time": 0.59559} +{"mode": "train", "epoch": 113, "iter": 2700, "lr": 0.01448, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42328, "top5_acc": 0.67594, "loss_cls": 4.90813, "loss": 4.90813, "time": 0.59523} +{"mode": "train", "epoch": 113, "iter": 2800, "lr": 0.01446, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41922, "top5_acc": 0.67641, "loss_cls": 4.88084, "loss": 4.88084, "time": 0.59742} +{"mode": "train", "epoch": 113, "iter": 2900, "lr": 0.01444, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40891, "top5_acc": 0.67312, "loss_cls": 4.91175, "loss": 4.91175, "time": 0.59756} +{"mode": "train", "epoch": 113, "iter": 3000, "lr": 0.01442, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42547, "top5_acc": 0.67859, "loss_cls": 4.87166, "loss": 4.87166, "time": 0.59499} +{"mode": "train", "epoch": 113, "iter": 3100, "lr": 0.0144, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41344, "top5_acc": 0.67141, "loss_cls": 4.91621, "loss": 4.91621, "time": 0.59623} +{"mode": "train", "epoch": 113, "iter": 3200, "lr": 0.01438, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.39875, "top5_acc": 0.67906, "loss_cls": 4.94272, "loss": 4.94272, "time": 0.59903} +{"mode": "train", "epoch": 113, "iter": 3300, "lr": 0.01436, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42328, "top5_acc": 0.68219, "loss_cls": 4.88448, "loss": 4.88448, "time": 0.60587} +{"mode": "train", "epoch": 113, "iter": 3400, "lr": 0.01434, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41859, "top5_acc": 0.67547, "loss_cls": 4.90493, "loss": 4.90493, "time": 0.59666} +{"mode": "train", "epoch": 113, "iter": 3500, "lr": 0.01432, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41031, "top5_acc": 0.67516, "loss_cls": 4.89595, "loss": 4.89595, "time": 0.59868} +{"mode": "train", "epoch": 113, "iter": 3600, "lr": 0.01431, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40328, "top5_acc": 0.67141, "loss_cls": 4.93755, "loss": 4.93755, "time": 0.59826} +{"mode": "train", "epoch": 113, "iter": 3700, "lr": 0.01429, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.40781, "top5_acc": 0.67438, "loss_cls": 4.91551, "loss": 4.91551, "time": 0.60007} +{"mode": "val", "epoch": 113, "iter": 309, "lr": 0.01428, "top1_acc": 0.35187, "top5_acc": 0.60654, "mean_class_accuracy": 0.35148} +{"mode": "train", "epoch": 114, "iter": 100, "lr": 0.01426, "memory": 16180, "data_time": 1.41072, "top1_acc": 0.42, "top5_acc": 0.69766, "loss_cls": 4.82817, "loss": 4.82817, "time": 2.005} +{"mode": "train", "epoch": 114, "iter": 200, "lr": 0.01424, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.42359, "top5_acc": 0.69766, "loss_cls": 4.82201, "loss": 4.82201, "time": 0.59674} +{"mode": "train", "epoch": 114, "iter": 300, "lr": 0.01422, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43953, "top5_acc": 0.68859, "loss_cls": 4.7824, "loss": 4.7824, "time": 0.59388} +{"mode": "train", "epoch": 114, "iter": 400, "lr": 0.0142, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42234, "top5_acc": 0.685, "loss_cls": 4.84868, "loss": 4.84868, "time": 0.59414} +{"mode": "train", "epoch": 114, "iter": 500, "lr": 0.01418, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41812, "top5_acc": 0.68391, "loss_cls": 4.85681, "loss": 4.85681, "time": 0.59568} +{"mode": "train", "epoch": 114, "iter": 600, "lr": 0.01416, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.43562, "top5_acc": 0.68891, "loss_cls": 4.806, "loss": 4.806, "time": 0.59886} +{"mode": "train", "epoch": 114, "iter": 700, "lr": 0.01414, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.42062, "top5_acc": 0.67969, "loss_cls": 4.88777, "loss": 4.88777, "time": 0.60067} +{"mode": "train", "epoch": 114, "iter": 800, "lr": 0.01412, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42156, "top5_acc": 0.68297, "loss_cls": 4.84143, "loss": 4.84143, "time": 0.59531} +{"mode": "train", "epoch": 114, "iter": 900, "lr": 0.0141, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42, "top5_acc": 0.68172, "loss_cls": 4.86299, "loss": 4.86299, "time": 0.59593} +{"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.01408, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40953, "top5_acc": 0.68469, "loss_cls": 4.87439, "loss": 4.87439, "time": 0.59476} +{"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.01406, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41531, "top5_acc": 0.68391, "loss_cls": 4.88091, "loss": 4.88091, "time": 0.59533} +{"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.01404, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42031, "top5_acc": 0.68344, "loss_cls": 4.86376, "loss": 4.86376, "time": 0.59653} +{"mode": "train", "epoch": 114, "iter": 1300, "lr": 0.01402, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43109, "top5_acc": 0.68156, "loss_cls": 4.82187, "loss": 4.82187, "time": 0.5958} +{"mode": "train", "epoch": 114, "iter": 1400, "lr": 0.014, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.41109, "top5_acc": 0.67812, "loss_cls": 4.87443, "loss": 4.87443, "time": 0.59976} +{"mode": "train", "epoch": 114, "iter": 1500, "lr": 0.01398, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.42359, "top5_acc": 0.67766, "loss_cls": 4.84817, "loss": 4.84817, "time": 0.60378} +{"mode": "train", "epoch": 114, "iter": 1600, "lr": 0.01397, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.41828, "top5_acc": 0.68234, "loss_cls": 4.87569, "loss": 4.87569, "time": 0.59556} +{"mode": "train", "epoch": 114, "iter": 1700, "lr": 0.01395, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41672, "top5_acc": 0.68266, "loss_cls": 4.84855, "loss": 4.84855, "time": 0.59461} +{"mode": "train", "epoch": 114, "iter": 1800, "lr": 0.01393, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.40922, "top5_acc": 0.67672, "loss_cls": 4.88957, "loss": 4.88957, "time": 0.60032} +{"mode": "train", "epoch": 114, "iter": 1900, "lr": 0.01391, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41453, "top5_acc": 0.68625, "loss_cls": 4.86603, "loss": 4.86603, "time": 0.59397} +{"mode": "train", "epoch": 114, "iter": 2000, "lr": 0.01389, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42953, "top5_acc": 0.68719, "loss_cls": 4.84122, "loss": 4.84122, "time": 0.59424} +{"mode": "train", "epoch": 114, "iter": 2100, "lr": 0.01387, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43078, "top5_acc": 0.69047, "loss_cls": 4.80828, "loss": 4.80828, "time": 0.59395} +{"mode": "train", "epoch": 114, "iter": 2200, "lr": 0.01385, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.40906, "top5_acc": 0.67156, "loss_cls": 4.91162, "loss": 4.91162, "time": 0.59932} +{"mode": "train", "epoch": 114, "iter": 2300, "lr": 0.01383, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41812, "top5_acc": 0.67844, "loss_cls": 4.86523, "loss": 4.86523, "time": 0.59654} +{"mode": "train", "epoch": 114, "iter": 2400, "lr": 0.01381, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41484, "top5_acc": 0.67625, "loss_cls": 4.89165, "loss": 4.89165, "time": 0.59878} +{"mode": "train", "epoch": 114, "iter": 2500, "lr": 0.01379, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40844, "top5_acc": 0.67078, "loss_cls": 4.93485, "loss": 4.93485, "time": 0.59317} +{"mode": "train", "epoch": 114, "iter": 2600, "lr": 0.01377, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.41469, "top5_acc": 0.68125, "loss_cls": 4.88959, "loss": 4.88959, "time": 0.60097} +{"mode": "train", "epoch": 114, "iter": 2700, "lr": 0.01375, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.42188, "top5_acc": 0.68016, "loss_cls": 4.88988, "loss": 4.88988, "time": 0.60437} +{"mode": "train", "epoch": 114, "iter": 2800, "lr": 0.01373, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.41328, "top5_acc": 0.67688, "loss_cls": 4.90399, "loss": 4.90399, "time": 0.6054} +{"mode": "train", "epoch": 114, "iter": 2900, "lr": 0.01371, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41297, "top5_acc": 0.67016, "loss_cls": 4.92907, "loss": 4.92907, "time": 0.59507} +{"mode": "train", "epoch": 114, "iter": 3000, "lr": 0.01369, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40906, "top5_acc": 0.67828, "loss_cls": 4.91144, "loss": 4.91144, "time": 0.59638} +{"mode": "train", "epoch": 114, "iter": 3100, "lr": 0.01368, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41125, "top5_acc": 0.67531, "loss_cls": 4.894, "loss": 4.894, "time": 0.59494} +{"mode": "train", "epoch": 114, "iter": 3200, "lr": 0.01366, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.42516, "top5_acc": 0.68484, "loss_cls": 4.85021, "loss": 4.85021, "time": 0.60165} +{"mode": "train", "epoch": 114, "iter": 3300, "lr": 0.01364, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.40406, "top5_acc": 0.67203, "loss_cls": 4.92145, "loss": 4.92145, "time": 0.60341} +{"mode": "train", "epoch": 114, "iter": 3400, "lr": 0.01362, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.41625, "top5_acc": 0.66953, "loss_cls": 4.9187, "loss": 4.9187, "time": 0.59349} +{"mode": "train", "epoch": 114, "iter": 3500, "lr": 0.0136, "memory": 16180, "data_time": 0.00053, "top1_acc": 0.41688, "top5_acc": 0.67828, "loss_cls": 4.8826, "loss": 4.8826, "time": 0.5954} +{"mode": "train", "epoch": 114, "iter": 3600, "lr": 0.01358, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.40547, "top5_acc": 0.66891, "loss_cls": 4.94189, "loss": 4.94189, "time": 0.59632} +{"mode": "train", "epoch": 114, "iter": 3700, "lr": 0.01356, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42062, "top5_acc": 0.67891, "loss_cls": 4.87979, "loss": 4.87979, "time": 0.60264} +{"mode": "val", "epoch": 114, "iter": 309, "lr": 0.01355, "top1_acc": 0.35354, "top5_acc": 0.60781, "mean_class_accuracy": 0.35312} +{"mode": "train", "epoch": 115, "iter": 100, "lr": 0.01353, "memory": 16180, "data_time": 1.41562, "top1_acc": 0.42906, "top5_acc": 0.69781, "loss_cls": 4.77453, "loss": 4.77453, "time": 2.00967} +{"mode": "train", "epoch": 115, "iter": 200, "lr": 0.01351, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42922, "top5_acc": 0.69641, "loss_cls": 4.79184, "loss": 4.79184, "time": 0.59709} +{"mode": "train", "epoch": 115, "iter": 300, "lr": 0.01349, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.42953, "top5_acc": 0.70234, "loss_cls": 4.80275, "loss": 4.80275, "time": 0.59073} +{"mode": "train", "epoch": 115, "iter": 400, "lr": 0.01348, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42938, "top5_acc": 0.68859, "loss_cls": 4.81115, "loss": 4.81115, "time": 0.5904} +{"mode": "train", "epoch": 115, "iter": 500, "lr": 0.01346, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42828, "top5_acc": 0.68672, "loss_cls": 4.85235, "loss": 4.85235, "time": 0.593} +{"mode": "train", "epoch": 115, "iter": 600, "lr": 0.01344, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43156, "top5_acc": 0.68547, "loss_cls": 4.82034, "loss": 4.82034, "time": 0.59625} +{"mode": "train", "epoch": 115, "iter": 700, "lr": 0.01342, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.40797, "top5_acc": 0.68234, "loss_cls": 4.86968, "loss": 4.86968, "time": 0.60242} +{"mode": "train", "epoch": 115, "iter": 800, "lr": 0.0134, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.42281, "top5_acc": 0.67516, "loss_cls": 4.86671, "loss": 4.86671, "time": 0.60009} +{"mode": "train", "epoch": 115, "iter": 900, "lr": 0.01338, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.43375, "top5_acc": 0.68953, "loss_cls": 4.82929, "loss": 4.82929, "time": 0.59461} +{"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.01336, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.43109, "top5_acc": 0.69188, "loss_cls": 4.78134, "loss": 4.78134, "time": 0.59514} +{"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.01334, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42641, "top5_acc": 0.68953, "loss_cls": 4.83175, "loss": 4.83175, "time": 0.59358} +{"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.01332, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41484, "top5_acc": 0.68547, "loss_cls": 4.87808, "loss": 4.87808, "time": 0.59462} +{"mode": "train", "epoch": 115, "iter": 1300, "lr": 0.0133, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42672, "top5_acc": 0.68578, "loss_cls": 4.81904, "loss": 4.81904, "time": 0.59368} +{"mode": "train", "epoch": 115, "iter": 1400, "lr": 0.01328, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42016, "top5_acc": 0.68266, "loss_cls": 4.87019, "loss": 4.87019, "time": 0.59921} +{"mode": "train", "epoch": 115, "iter": 1500, "lr": 0.01327, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.42234, "top5_acc": 0.68375, "loss_cls": 4.86933, "loss": 4.86933, "time": 0.60668} +{"mode": "train", "epoch": 115, "iter": 1600, "lr": 0.01325, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41781, "top5_acc": 0.68062, "loss_cls": 4.85815, "loss": 4.85815, "time": 0.60029} +{"mode": "train", "epoch": 115, "iter": 1700, "lr": 0.01323, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.42281, "top5_acc": 0.68859, "loss_cls": 4.81595, "loss": 4.81595, "time": 0.59624} +{"mode": "train", "epoch": 115, "iter": 1800, "lr": 0.01321, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41703, "top5_acc": 0.68094, "loss_cls": 4.85174, "loss": 4.85174, "time": 0.59508} +{"mode": "train", "epoch": 115, "iter": 1900, "lr": 0.01319, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41859, "top5_acc": 0.68281, "loss_cls": 4.8784, "loss": 4.8784, "time": 0.59613} +{"mode": "train", "epoch": 115, "iter": 2000, "lr": 0.01317, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43125, "top5_acc": 0.68422, "loss_cls": 4.82966, "loss": 4.82966, "time": 0.59503} +{"mode": "train", "epoch": 115, "iter": 2100, "lr": 0.01315, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42016, "top5_acc": 0.69047, "loss_cls": 4.84639, "loss": 4.84639, "time": 0.5965} +{"mode": "train", "epoch": 115, "iter": 2200, "lr": 0.01313, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42109, "top5_acc": 0.68562, "loss_cls": 4.85609, "loss": 4.85609, "time": 0.59533} +{"mode": "train", "epoch": 115, "iter": 2300, "lr": 0.01311, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41031, "top5_acc": 0.67453, "loss_cls": 4.90995, "loss": 4.90995, "time": 0.59432} +{"mode": "train", "epoch": 115, "iter": 2400, "lr": 0.0131, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42141, "top5_acc": 0.68469, "loss_cls": 4.84012, "loss": 4.84012, "time": 0.59917} +{"mode": "train", "epoch": 115, "iter": 2500, "lr": 0.01308, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.41641, "top5_acc": 0.68328, "loss_cls": 4.8626, "loss": 4.8626, "time": 0.59665} +{"mode": "train", "epoch": 115, "iter": 2600, "lr": 0.01306, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42844, "top5_acc": 0.68234, "loss_cls": 4.8403, "loss": 4.8403, "time": 0.59729} +{"mode": "train", "epoch": 115, "iter": 2700, "lr": 0.01304, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42797, "top5_acc": 0.68859, "loss_cls": 4.84507, "loss": 4.84507, "time": 0.59616} +{"mode": "train", "epoch": 115, "iter": 2800, "lr": 0.01302, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43266, "top5_acc": 0.69281, "loss_cls": 4.81014, "loss": 4.81014, "time": 0.59689} +{"mode": "train", "epoch": 115, "iter": 2900, "lr": 0.013, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41984, "top5_acc": 0.67891, "loss_cls": 4.86388, "loss": 4.86388, "time": 0.59243} +{"mode": "train", "epoch": 115, "iter": 3000, "lr": 0.01298, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.41109, "top5_acc": 0.68109, "loss_cls": 4.87303, "loss": 4.87303, "time": 0.59909} +{"mode": "train", "epoch": 115, "iter": 3100, "lr": 0.01296, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.41625, "top5_acc": 0.68141, "loss_cls": 4.879, "loss": 4.879, "time": 0.59949} +{"mode": "train", "epoch": 115, "iter": 3200, "lr": 0.01295, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.41266, "top5_acc": 0.68266, "loss_cls": 4.8758, "loss": 4.8758, "time": 0.60232} +{"mode": "train", "epoch": 115, "iter": 3300, "lr": 0.01293, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.41922, "top5_acc": 0.68188, "loss_cls": 4.86468, "loss": 4.86468, "time": 0.6026} +{"mode": "train", "epoch": 115, "iter": 3400, "lr": 0.01291, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42688, "top5_acc": 0.68641, "loss_cls": 4.84845, "loss": 4.84845, "time": 0.59723} +{"mode": "train", "epoch": 115, "iter": 3500, "lr": 0.01289, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.42641, "top5_acc": 0.69188, "loss_cls": 4.84153, "loss": 4.84153, "time": 0.5949} +{"mode": "train", "epoch": 115, "iter": 3600, "lr": 0.01287, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41484, "top5_acc": 0.67266, "loss_cls": 4.9046, "loss": 4.9046, "time": 0.59671} +{"mode": "train", "epoch": 115, "iter": 3700, "lr": 0.01285, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41031, "top5_acc": 0.66875, "loss_cls": 4.90731, "loss": 4.90731, "time": 0.59811} +{"mode": "val", "epoch": 115, "iter": 309, "lr": 0.01284, "top1_acc": 0.35005, "top5_acc": 0.61125, "mean_class_accuracy": 0.34986} +{"mode": "train", "epoch": 116, "iter": 100, "lr": 0.01282, "memory": 16180, "data_time": 1.44143, "top1_acc": 0.44047, "top5_acc": 0.7, "loss_cls": 4.74257, "loss": 4.74257, "time": 2.03756} +{"mode": "train", "epoch": 116, "iter": 200, "lr": 0.01281, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.4375, "top5_acc": 0.69688, "loss_cls": 4.75949, "loss": 4.75949, "time": 0.5969} +{"mode": "train", "epoch": 116, "iter": 300, "lr": 0.01279, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43828, "top5_acc": 0.70328, "loss_cls": 4.76783, "loss": 4.76783, "time": 0.59435} +{"mode": "train", "epoch": 116, "iter": 400, "lr": 0.01277, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43047, "top5_acc": 0.68953, "loss_cls": 4.80853, "loss": 4.80853, "time": 0.59503} +{"mode": "train", "epoch": 116, "iter": 500, "lr": 0.01275, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.43266, "top5_acc": 0.68969, "loss_cls": 4.81209, "loss": 4.81209, "time": 0.59709} +{"mode": "train", "epoch": 116, "iter": 600, "lr": 0.01273, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41625, "top5_acc": 0.68484, "loss_cls": 4.86514, "loss": 4.86514, "time": 0.59772} +{"mode": "train", "epoch": 116, "iter": 700, "lr": 0.01271, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42594, "top5_acc": 0.6925, "loss_cls": 4.80574, "loss": 4.80574, "time": 0.59655} +{"mode": "train", "epoch": 116, "iter": 800, "lr": 0.01269, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42891, "top5_acc": 0.69406, "loss_cls": 4.80259, "loss": 4.80259, "time": 0.59461} +{"mode": "train", "epoch": 116, "iter": 900, "lr": 0.01268, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42312, "top5_acc": 0.68828, "loss_cls": 4.82939, "loss": 4.82939, "time": 0.59442} +{"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.01266, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.42859, "top5_acc": 0.68969, "loss_cls": 4.83702, "loss": 4.83702, "time": 0.60388} +{"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.01264, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.42922, "top5_acc": 0.69484, "loss_cls": 4.80865, "loss": 4.80865, "time": 0.60442} +{"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.01262, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.4325, "top5_acc": 0.69359, "loss_cls": 4.8035, "loss": 4.8035, "time": 0.59804} +{"mode": "train", "epoch": 116, "iter": 1300, "lr": 0.0126, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42641, "top5_acc": 0.68406, "loss_cls": 4.82124, "loss": 4.82124, "time": 0.59812} +{"mode": "train", "epoch": 116, "iter": 1400, "lr": 0.01258, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.42234, "top5_acc": 0.68641, "loss_cls": 4.85201, "loss": 4.85201, "time": 0.60158} +{"mode": "train", "epoch": 116, "iter": 1500, "lr": 0.01256, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42188, "top5_acc": 0.68578, "loss_cls": 4.86214, "loss": 4.86214, "time": 0.60111} +{"mode": "train", "epoch": 116, "iter": 1600, "lr": 0.01255, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42016, "top5_acc": 0.68844, "loss_cls": 4.84369, "loss": 4.84369, "time": 0.6063} +{"mode": "train", "epoch": 116, "iter": 1700, "lr": 0.01253, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41562, "top5_acc": 0.67812, "loss_cls": 4.8764, "loss": 4.8764, "time": 0.59872} +{"mode": "train", "epoch": 116, "iter": 1800, "lr": 0.01251, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.425, "top5_acc": 0.68469, "loss_cls": 4.83628, "loss": 4.83628, "time": 0.59994} +{"mode": "train", "epoch": 116, "iter": 1900, "lr": 0.01249, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41641, "top5_acc": 0.68578, "loss_cls": 4.85682, "loss": 4.85682, "time": 0.59962} +{"mode": "train", "epoch": 116, "iter": 2000, "lr": 0.01247, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42281, "top5_acc": 0.68297, "loss_cls": 4.82554, "loss": 4.82554, "time": 0.5953} +{"mode": "train", "epoch": 116, "iter": 2100, "lr": 0.01245, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42547, "top5_acc": 0.69844, "loss_cls": 4.79294, "loss": 4.79294, "time": 0.59351} +{"mode": "train", "epoch": 116, "iter": 2200, "lr": 0.01243, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42609, "top5_acc": 0.68641, "loss_cls": 4.85532, "loss": 4.85532, "time": 0.59426} +{"mode": "train", "epoch": 116, "iter": 2300, "lr": 0.01242, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42641, "top5_acc": 0.68438, "loss_cls": 4.83622, "loss": 4.83622, "time": 0.59411} +{"mode": "train", "epoch": 116, "iter": 2400, "lr": 0.0124, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42906, "top5_acc": 0.68656, "loss_cls": 4.83801, "loss": 4.83801, "time": 0.59758} +{"mode": "train", "epoch": 116, "iter": 2500, "lr": 0.01238, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42938, "top5_acc": 0.68297, "loss_cls": 4.84414, "loss": 4.84414, "time": 0.59487} +{"mode": "train", "epoch": 116, "iter": 2600, "lr": 0.01236, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42531, "top5_acc": 0.68828, "loss_cls": 4.85258, "loss": 4.85258, "time": 0.5952} +{"mode": "train", "epoch": 116, "iter": 2700, "lr": 0.01234, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42016, "top5_acc": 0.68672, "loss_cls": 4.84814, "loss": 4.84814, "time": 0.59919} +{"mode": "train", "epoch": 116, "iter": 2800, "lr": 0.01232, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.43078, "top5_acc": 0.68844, "loss_cls": 4.8321, "loss": 4.8321, "time": 0.59837} +{"mode": "train", "epoch": 116, "iter": 2900, "lr": 0.01231, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.4225, "top5_acc": 0.68641, "loss_cls": 4.84199, "loss": 4.84199, "time": 0.59774} +{"mode": "train", "epoch": 116, "iter": 3000, "lr": 0.01229, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41922, "top5_acc": 0.67969, "loss_cls": 4.86006, "loss": 4.86006, "time": 0.59508} +{"mode": "train", "epoch": 116, "iter": 3100, "lr": 0.01227, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42703, "top5_acc": 0.68469, "loss_cls": 4.83351, "loss": 4.83351, "time": 0.5936} +{"mode": "train", "epoch": 116, "iter": 3200, "lr": 0.01225, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.42672, "top5_acc": 0.68547, "loss_cls": 4.84447, "loss": 4.84447, "time": 0.60022} +{"mode": "train", "epoch": 116, "iter": 3300, "lr": 0.01223, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.41922, "top5_acc": 0.68688, "loss_cls": 4.84338, "loss": 4.84338, "time": 0.6115} +{"mode": "train", "epoch": 116, "iter": 3400, "lr": 0.01221, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.42703, "top5_acc": 0.68562, "loss_cls": 4.84151, "loss": 4.84151, "time": 0.596} +{"mode": "train", "epoch": 116, "iter": 3500, "lr": 0.0122, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.41812, "top5_acc": 0.67562, "loss_cls": 4.87063, "loss": 4.87063, "time": 0.59695} +{"mode": "train", "epoch": 116, "iter": 3600, "lr": 0.01218, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43016, "top5_acc": 0.68531, "loss_cls": 4.82457, "loss": 4.82457, "time": 0.59801} +{"mode": "train", "epoch": 116, "iter": 3700, "lr": 0.01216, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43125, "top5_acc": 0.69875, "loss_cls": 4.78888, "loss": 4.78888, "time": 0.60065} +{"mode": "val", "epoch": 116, "iter": 309, "lr": 0.01215, "top1_acc": 0.35785, "top5_acc": 0.61748, "mean_class_accuracy": 0.35772} +{"mode": "train", "epoch": 117, "iter": 100, "lr": 0.01213, "memory": 16180, "data_time": 1.37853, "top1_acc": 0.43969, "top5_acc": 0.70281, "loss_cls": 4.7495, "loss": 4.7495, "time": 1.97263} +{"mode": "train", "epoch": 117, "iter": 200, "lr": 0.01211, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43656, "top5_acc": 0.69344, "loss_cls": 4.80207, "loss": 4.80207, "time": 0.59478} +{"mode": "train", "epoch": 117, "iter": 300, "lr": 0.0121, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.44109, "top5_acc": 0.69734, "loss_cls": 4.75636, "loss": 4.75636, "time": 0.59077} +{"mode": "train", "epoch": 117, "iter": 400, "lr": 0.01208, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.45094, "top5_acc": 0.71266, "loss_cls": 4.70026, "loss": 4.70026, "time": 0.59271} +{"mode": "train", "epoch": 117, "iter": 500, "lr": 0.01206, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43891, "top5_acc": 0.70281, "loss_cls": 4.7464, "loss": 4.7464, "time": 0.59463} +{"mode": "train", "epoch": 117, "iter": 600, "lr": 0.01204, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.4375, "top5_acc": 0.70266, "loss_cls": 4.75558, "loss": 4.75558, "time": 0.59242} +{"mode": "train", "epoch": 117, "iter": 700, "lr": 0.01202, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43391, "top5_acc": 0.70688, "loss_cls": 4.77347, "loss": 4.77347, "time": 0.59477} +{"mode": "train", "epoch": 117, "iter": 800, "lr": 0.012, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43047, "top5_acc": 0.68875, "loss_cls": 4.81963, "loss": 4.81963, "time": 0.59286} +{"mode": "train", "epoch": 117, "iter": 900, "lr": 0.01199, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42594, "top5_acc": 0.695, "loss_cls": 4.81063, "loss": 4.81063, "time": 0.59327} +{"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.01197, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42672, "top5_acc": 0.69078, "loss_cls": 4.82358, "loss": 4.82358, "time": 0.59441} +{"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.01195, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42734, "top5_acc": 0.69156, "loss_cls": 4.82108, "loss": 4.82108, "time": 0.59585} +{"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.01193, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.41953, "top5_acc": 0.68766, "loss_cls": 4.83763, "loss": 4.83763, "time": 0.59683} +{"mode": "train", "epoch": 117, "iter": 1300, "lr": 0.01191, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43328, "top5_acc": 0.69828, "loss_cls": 4.76857, "loss": 4.76857, "time": 0.59724} +{"mode": "train", "epoch": 117, "iter": 1400, "lr": 0.0119, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.42578, "top5_acc": 0.69312, "loss_cls": 4.81715, "loss": 4.81715, "time": 0.59467} +{"mode": "train", "epoch": 117, "iter": 1500, "lr": 0.01188, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43125, "top5_acc": 0.68875, "loss_cls": 4.8211, "loss": 4.8211, "time": 0.59494} +{"mode": "train", "epoch": 117, "iter": 1600, "lr": 0.01186, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43141, "top5_acc": 0.69922, "loss_cls": 4.79105, "loss": 4.79105, "time": 0.60022} +{"mode": "train", "epoch": 117, "iter": 1700, "lr": 0.01184, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.43656, "top5_acc": 0.70031, "loss_cls": 4.78008, "loss": 4.78008, "time": 0.60467} +{"mode": "train", "epoch": 117, "iter": 1800, "lr": 0.01182, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43688, "top5_acc": 0.68938, "loss_cls": 4.79703, "loss": 4.79703, "time": 0.60038} +{"mode": "train", "epoch": 117, "iter": 1900, "lr": 0.01181, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42906, "top5_acc": 0.69469, "loss_cls": 4.79654, "loss": 4.79654, "time": 0.59945} +{"mode": "train", "epoch": 117, "iter": 2000, "lr": 0.01179, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43219, "top5_acc": 0.68938, "loss_cls": 4.8127, "loss": 4.8127, "time": 0.59687} +{"mode": "train", "epoch": 117, "iter": 2100, "lr": 0.01177, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43141, "top5_acc": 0.68703, "loss_cls": 4.81528, "loss": 4.81528, "time": 0.59301} +{"mode": "train", "epoch": 117, "iter": 2200, "lr": 0.01175, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.41531, "top5_acc": 0.69703, "loss_cls": 4.8479, "loss": 4.8479, "time": 0.5961} +{"mode": "train", "epoch": 117, "iter": 2300, "lr": 0.01173, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.42031, "top5_acc": 0.68141, "loss_cls": 4.86191, "loss": 4.86191, "time": 0.59561} +{"mode": "train", "epoch": 117, "iter": 2400, "lr": 0.01172, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.42312, "top5_acc": 0.68938, "loss_cls": 4.83355, "loss": 4.83355, "time": 0.59708} +{"mode": "train", "epoch": 117, "iter": 2500, "lr": 0.0117, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42203, "top5_acc": 0.68875, "loss_cls": 4.82217, "loss": 4.82217, "time": 0.59252} +{"mode": "train", "epoch": 117, "iter": 2600, "lr": 0.01168, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42875, "top5_acc": 0.68688, "loss_cls": 4.82147, "loss": 4.82147, "time": 0.595} +{"mode": "train", "epoch": 117, "iter": 2700, "lr": 0.01166, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42906, "top5_acc": 0.68969, "loss_cls": 4.83418, "loss": 4.83418, "time": 0.5934} +{"mode": "train", "epoch": 117, "iter": 2800, "lr": 0.01164, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42109, "top5_acc": 0.68875, "loss_cls": 4.8302, "loss": 4.8302, "time": 0.5931} +{"mode": "train", "epoch": 117, "iter": 2900, "lr": 0.01163, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43344, "top5_acc": 0.69547, "loss_cls": 4.78804, "loss": 4.78804, "time": 0.59324} +{"mode": "train", "epoch": 117, "iter": 3000, "lr": 0.01161, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42281, "top5_acc": 0.69125, "loss_cls": 4.81798, "loss": 4.81798, "time": 0.59623} +{"mode": "train", "epoch": 117, "iter": 3100, "lr": 0.01159, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.43562, "top5_acc": 0.69219, "loss_cls": 4.79503, "loss": 4.79503, "time": 0.60018} +{"mode": "train", "epoch": 117, "iter": 3200, "lr": 0.01157, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42641, "top5_acc": 0.68875, "loss_cls": 4.83707, "loss": 4.83707, "time": 0.60195} +{"mode": "train", "epoch": 117, "iter": 3300, "lr": 0.01155, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42484, "top5_acc": 0.68516, "loss_cls": 4.83178, "loss": 4.83178, "time": 0.60231} +{"mode": "train", "epoch": 117, "iter": 3400, "lr": 0.01154, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43844, "top5_acc": 0.69047, "loss_cls": 4.79516, "loss": 4.79516, "time": 0.59347} +{"mode": "train", "epoch": 117, "iter": 3500, "lr": 0.01152, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.43375, "top5_acc": 0.69062, "loss_cls": 4.81482, "loss": 4.81482, "time": 0.60153} +{"mode": "train", "epoch": 117, "iter": 3600, "lr": 0.0115, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.42875, "top5_acc": 0.68125, "loss_cls": 4.81516, "loss": 4.81516, "time": 0.59947} +{"mode": "train", "epoch": 117, "iter": 3700, "lr": 0.01148, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42609, "top5_acc": 0.69062, "loss_cls": 4.82542, "loss": 4.82542, "time": 0.60137} +{"mode": "val", "epoch": 117, "iter": 309, "lr": 0.01147, "top1_acc": 0.36185, "top5_acc": 0.62098, "mean_class_accuracy": 0.36153} +{"mode": "train", "epoch": 118, "iter": 100, "lr": 0.01146, "memory": 16180, "data_time": 1.37711, "top1_acc": 0.44219, "top5_acc": 0.71312, "loss_cls": 4.72503, "loss": 4.72503, "time": 1.97589} +{"mode": "train", "epoch": 118, "iter": 200, "lr": 0.01144, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.43594, "top5_acc": 0.70031, "loss_cls": 4.769, "loss": 4.769, "time": 0.59653} +{"mode": "train", "epoch": 118, "iter": 300, "lr": 0.01142, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.44984, "top5_acc": 0.71562, "loss_cls": 4.67796, "loss": 4.67796, "time": 0.59366} +{"mode": "train", "epoch": 118, "iter": 400, "lr": 0.0114, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.44062, "top5_acc": 0.7125, "loss_cls": 4.74199, "loss": 4.74199, "time": 0.59355} +{"mode": "train", "epoch": 118, "iter": 500, "lr": 0.01139, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.44391, "top5_acc": 0.70297, "loss_cls": 4.75528, "loss": 4.75528, "time": 0.60099} +{"mode": "train", "epoch": 118, "iter": 600, "lr": 0.01137, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.43703, "top5_acc": 0.6975, "loss_cls": 4.75755, "loss": 4.75755, "time": 0.60224} +{"mode": "train", "epoch": 118, "iter": 700, "lr": 0.01135, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43266, "top5_acc": 0.69906, "loss_cls": 4.7529, "loss": 4.7529, "time": 0.59317} +{"mode": "train", "epoch": 118, "iter": 800, "lr": 0.01133, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43734, "top5_acc": 0.70719, "loss_cls": 4.76748, "loss": 4.76748, "time": 0.59487} +{"mode": "train", "epoch": 118, "iter": 900, "lr": 0.01131, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43188, "top5_acc": 0.695, "loss_cls": 4.79398, "loss": 4.79398, "time": 0.59843} +{"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.0113, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45, "top5_acc": 0.70453, "loss_cls": 4.74933, "loss": 4.74933, "time": 0.59856} +{"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.01128, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.42906, "top5_acc": 0.69062, "loss_cls": 4.78228, "loss": 4.78228, "time": 0.60178} +{"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.01126, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.43609, "top5_acc": 0.68812, "loss_cls": 4.81767, "loss": 4.81767, "time": 0.60039} +{"mode": "train", "epoch": 118, "iter": 1300, "lr": 0.01124, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43297, "top5_acc": 0.70016, "loss_cls": 4.77234, "loss": 4.77234, "time": 0.59505} +{"mode": "train", "epoch": 118, "iter": 1400, "lr": 0.01123, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.44156, "top5_acc": 0.69969, "loss_cls": 4.75315, "loss": 4.75315, "time": 0.59222} +{"mode": "train", "epoch": 118, "iter": 1500, "lr": 0.01121, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.42547, "top5_acc": 0.69719, "loss_cls": 4.79016, "loss": 4.79016, "time": 0.59341} +{"mode": "train", "epoch": 118, "iter": 1600, "lr": 0.01119, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.43297, "top5_acc": 0.69906, "loss_cls": 4.79028, "loss": 4.79028, "time": 0.60121} +{"mode": "train", "epoch": 118, "iter": 1700, "lr": 0.01117, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.42969, "top5_acc": 0.69062, "loss_cls": 4.80446, "loss": 4.80446, "time": 0.60347} +{"mode": "train", "epoch": 118, "iter": 1800, "lr": 0.01116, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.4375, "top5_acc": 0.70031, "loss_cls": 4.74934, "loss": 4.74934, "time": 0.59809} +{"mode": "train", "epoch": 118, "iter": 1900, "lr": 0.01114, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42859, "top5_acc": 0.69266, "loss_cls": 4.83088, "loss": 4.83088, "time": 0.59733} +{"mode": "train", "epoch": 118, "iter": 2000, "lr": 0.01112, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43703, "top5_acc": 0.70047, "loss_cls": 4.75523, "loss": 4.75523, "time": 0.5985} +{"mode": "train", "epoch": 118, "iter": 2100, "lr": 0.0111, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43625, "top5_acc": 0.6925, "loss_cls": 4.78268, "loss": 4.78268, "time": 0.59429} +{"mode": "train", "epoch": 118, "iter": 2200, "lr": 0.01109, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45156, "top5_acc": 0.71, "loss_cls": 4.71132, "loss": 4.71132, "time": 0.5941} +{"mode": "train", "epoch": 118, "iter": 2300, "lr": 0.01107, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42844, "top5_acc": 0.69922, "loss_cls": 4.77306, "loss": 4.77306, "time": 0.59551} +{"mode": "train", "epoch": 118, "iter": 2400, "lr": 0.01105, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42469, "top5_acc": 0.68484, "loss_cls": 4.85824, "loss": 4.85824, "time": 0.59426} +{"mode": "train", "epoch": 118, "iter": 2500, "lr": 0.01103, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.42594, "top5_acc": 0.69344, "loss_cls": 4.81086, "loss": 4.81086, "time": 0.59707} +{"mode": "train", "epoch": 118, "iter": 2600, "lr": 0.01102, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.425, "top5_acc": 0.69281, "loss_cls": 4.79223, "loss": 4.79223, "time": 0.60016} +{"mode": "train", "epoch": 118, "iter": 2700, "lr": 0.011, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.42969, "top5_acc": 0.69219, "loss_cls": 4.79368, "loss": 4.79368, "time": 0.60208} +{"mode": "train", "epoch": 118, "iter": 2800, "lr": 0.01098, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.43, "top5_acc": 0.68547, "loss_cls": 4.83752, "loss": 4.83752, "time": 0.59623} +{"mode": "train", "epoch": 118, "iter": 2900, "lr": 0.01096, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.43625, "top5_acc": 0.68969, "loss_cls": 4.7993, "loss": 4.7993, "time": 0.59962} +{"mode": "train", "epoch": 118, "iter": 3000, "lr": 0.01095, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43578, "top5_acc": 0.70438, "loss_cls": 4.74107, "loss": 4.74107, "time": 0.5976} +{"mode": "train", "epoch": 118, "iter": 3100, "lr": 0.01093, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.43578, "top5_acc": 0.69531, "loss_cls": 4.79522, "loss": 4.79522, "time": 0.60065} +{"mode": "train", "epoch": 118, "iter": 3200, "lr": 0.01091, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.43266, "top5_acc": 0.68922, "loss_cls": 4.79999, "loss": 4.79999, "time": 0.6025} +{"mode": "train", "epoch": 118, "iter": 3300, "lr": 0.01089, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43297, "top5_acc": 0.68844, "loss_cls": 4.79633, "loss": 4.79633, "time": 0.60055} +{"mode": "train", "epoch": 118, "iter": 3400, "lr": 0.01088, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42266, "top5_acc": 0.69469, "loss_cls": 4.82378, "loss": 4.82378, "time": 0.59444} +{"mode": "train", "epoch": 118, "iter": 3500, "lr": 0.01086, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.42578, "top5_acc": 0.68531, "loss_cls": 4.8133, "loss": 4.8133, "time": 0.59536} +{"mode": "train", "epoch": 118, "iter": 3600, "lr": 0.01084, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43125, "top5_acc": 0.69203, "loss_cls": 4.82696, "loss": 4.82696, "time": 0.5944} +{"mode": "train", "epoch": 118, "iter": 3700, "lr": 0.01082, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.42922, "top5_acc": 0.6875, "loss_cls": 4.82648, "loss": 4.82648, "time": 0.60115} +{"mode": "val", "epoch": 118, "iter": 309, "lr": 0.01082, "top1_acc": 0.36367, "top5_acc": 0.6227, "mean_class_accuracy": 0.36346} +{"mode": "train", "epoch": 119, "iter": 100, "lr": 0.0108, "memory": 16180, "data_time": 1.35008, "top1_acc": 0.44906, "top5_acc": 0.7075, "loss_cls": 4.71217, "loss": 4.71217, "time": 1.94425} +{"mode": "train", "epoch": 119, "iter": 200, "lr": 0.01078, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.45672, "top5_acc": 0.71172, "loss_cls": 4.70877, "loss": 4.70877, "time": 0.59875} +{"mode": "train", "epoch": 119, "iter": 300, "lr": 0.01076, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45781, "top5_acc": 0.71281, "loss_cls": 4.68913, "loss": 4.68913, "time": 0.59188} +{"mode": "train", "epoch": 119, "iter": 400, "lr": 0.01075, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.43328, "top5_acc": 0.70266, "loss_cls": 4.76235, "loss": 4.76235, "time": 0.59379} +{"mode": "train", "epoch": 119, "iter": 500, "lr": 0.01073, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44234, "top5_acc": 0.71016, "loss_cls": 4.73358, "loss": 4.73358, "time": 0.59757} +{"mode": "train", "epoch": 119, "iter": 600, "lr": 0.01071, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43781, "top5_acc": 0.71172, "loss_cls": 4.73975, "loss": 4.73975, "time": 0.59756} +{"mode": "train", "epoch": 119, "iter": 700, "lr": 0.01069, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.44844, "top5_acc": 0.71047, "loss_cls": 4.7012, "loss": 4.7012, "time": 0.59655} +{"mode": "train", "epoch": 119, "iter": 800, "lr": 0.01068, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.43938, "top5_acc": 0.71188, "loss_cls": 4.74775, "loss": 4.74775, "time": 0.60024} +{"mode": "train", "epoch": 119, "iter": 900, "lr": 0.01066, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44266, "top5_acc": 0.70484, "loss_cls": 4.74451, "loss": 4.74451, "time": 0.59488} +{"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.01064, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45328, "top5_acc": 0.70609, "loss_cls": 4.72189, "loss": 4.72189, "time": 0.59627} +{"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.01063, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.43938, "top5_acc": 0.69781, "loss_cls": 4.75977, "loss": 4.75977, "time": 0.59689} +{"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.01061, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.44578, "top5_acc": 0.70406, "loss_cls": 4.72232, "loss": 4.72232, "time": 0.60336} +{"mode": "train", "epoch": 119, "iter": 1300, "lr": 0.01059, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.44, "top5_acc": 0.70359, "loss_cls": 4.74011, "loss": 4.74011, "time": 0.60103} +{"mode": "train", "epoch": 119, "iter": 1400, "lr": 0.01057, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43531, "top5_acc": 0.69766, "loss_cls": 4.77508, "loss": 4.77508, "time": 0.59964} +{"mode": "train", "epoch": 119, "iter": 1500, "lr": 0.01056, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43672, "top5_acc": 0.69141, "loss_cls": 4.77785, "loss": 4.77785, "time": 0.59552} +{"mode": "train", "epoch": 119, "iter": 1600, "lr": 0.01054, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.42609, "top5_acc": 0.69594, "loss_cls": 4.77604, "loss": 4.77604, "time": 0.59672} +{"mode": "train", "epoch": 119, "iter": 1700, "lr": 0.01052, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.42875, "top5_acc": 0.69922, "loss_cls": 4.78373, "loss": 4.78373, "time": 0.60808} +{"mode": "train", "epoch": 119, "iter": 1800, "lr": 0.0105, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44344, "top5_acc": 0.6975, "loss_cls": 4.7414, "loss": 4.7414, "time": 0.60685} +{"mode": "train", "epoch": 119, "iter": 1900, "lr": 0.01049, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43578, "top5_acc": 0.69406, "loss_cls": 4.78335, "loss": 4.78335, "time": 0.59552} +{"mode": "train", "epoch": 119, "iter": 2000, "lr": 0.01047, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43484, "top5_acc": 0.69562, "loss_cls": 4.7824, "loss": 4.7824, "time": 0.602} +{"mode": "train", "epoch": 119, "iter": 2100, "lr": 0.01045, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.43516, "top5_acc": 0.70109, "loss_cls": 4.76476, "loss": 4.76476, "time": 0.59465} +{"mode": "train", "epoch": 119, "iter": 2200, "lr": 0.01044, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43094, "top5_acc": 0.69766, "loss_cls": 4.78845, "loss": 4.78845, "time": 0.59793} +{"mode": "train", "epoch": 119, "iter": 2300, "lr": 0.01042, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43859, "top5_acc": 0.70188, "loss_cls": 4.75647, "loss": 4.75647, "time": 0.59236} +{"mode": "train", "epoch": 119, "iter": 2400, "lr": 0.0104, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43203, "top5_acc": 0.69609, "loss_cls": 4.78952, "loss": 4.78952, "time": 0.5932} +{"mode": "train", "epoch": 119, "iter": 2500, "lr": 0.01039, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44844, "top5_acc": 0.7, "loss_cls": 4.73139, "loss": 4.73139, "time": 0.59489} +{"mode": "train", "epoch": 119, "iter": 2600, "lr": 0.01037, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43875, "top5_acc": 0.69922, "loss_cls": 4.77853, "loss": 4.77853, "time": 0.59482} +{"mode": "train", "epoch": 119, "iter": 2700, "lr": 0.01035, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44047, "top5_acc": 0.70172, "loss_cls": 4.75286, "loss": 4.75286, "time": 0.59636} +{"mode": "train", "epoch": 119, "iter": 2800, "lr": 0.01033, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43484, "top5_acc": 0.69828, "loss_cls": 4.75588, "loss": 4.75588, "time": 0.59448} +{"mode": "train", "epoch": 119, "iter": 2900, "lr": 0.01032, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.42891, "top5_acc": 0.69547, "loss_cls": 4.78402, "loss": 4.78402, "time": 0.60307} +{"mode": "train", "epoch": 119, "iter": 3000, "lr": 0.0103, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.44094, "top5_acc": 0.70297, "loss_cls": 4.7682, "loss": 4.7682, "time": 0.5994} +{"mode": "train", "epoch": 119, "iter": 3100, "lr": 0.01028, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.43031, "top5_acc": 0.69234, "loss_cls": 4.8007, "loss": 4.8007, "time": 0.60034} +{"mode": "train", "epoch": 119, "iter": 3200, "lr": 0.01027, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.44031, "top5_acc": 0.70062, "loss_cls": 4.77495, "loss": 4.77495, "time": 0.60686} +{"mode": "train", "epoch": 119, "iter": 3300, "lr": 0.01025, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.44688, "top5_acc": 0.70203, "loss_cls": 4.74892, "loss": 4.74892, "time": 0.60224} +{"mode": "train", "epoch": 119, "iter": 3400, "lr": 0.01023, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42984, "top5_acc": 0.70062, "loss_cls": 4.79437, "loss": 4.79437, "time": 0.5965} +{"mode": "train", "epoch": 119, "iter": 3500, "lr": 0.01022, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.4275, "top5_acc": 0.68766, "loss_cls": 4.82298, "loss": 4.82298, "time": 0.59838} +{"mode": "train", "epoch": 119, "iter": 3600, "lr": 0.0102, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.43406, "top5_acc": 0.7, "loss_cls": 4.76571, "loss": 4.76571, "time": 0.59742} +{"mode": "train", "epoch": 119, "iter": 3700, "lr": 0.01018, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.43125, "top5_acc": 0.69312, "loss_cls": 4.80086, "loss": 4.80086, "time": 0.60019} +{"mode": "val", "epoch": 119, "iter": 309, "lr": 0.01017, "top1_acc": 0.37542, "top5_acc": 0.63511, "mean_class_accuracy": 0.37528} +{"mode": "train", "epoch": 120, "iter": 100, "lr": 0.01016, "memory": 16180, "data_time": 1.44308, "top1_acc": 0.44594, "top5_acc": 0.71781, "loss_cls": 4.69954, "loss": 4.69954, "time": 2.03948} +{"mode": "train", "epoch": 120, "iter": 200, "lr": 0.01014, "memory": 16180, "data_time": 0.00056, "top1_acc": 0.455, "top5_acc": 0.71266, "loss_cls": 4.69433, "loss": 4.69433, "time": 0.59742} +{"mode": "train", "epoch": 120, "iter": 300, "lr": 0.01012, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.45609, "top5_acc": 0.71328, "loss_cls": 4.68915, "loss": 4.68915, "time": 0.60122} +{"mode": "train", "epoch": 120, "iter": 400, "lr": 0.01011, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.44781, "top5_acc": 0.71703, "loss_cls": 4.67557, "loss": 4.67557, "time": 0.5987} +{"mode": "train", "epoch": 120, "iter": 500, "lr": 0.01009, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.45047, "top5_acc": 0.71844, "loss_cls": 4.69033, "loss": 4.69033, "time": 0.60066} +{"mode": "train", "epoch": 120, "iter": 600, "lr": 0.01007, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.44375, "top5_acc": 0.71906, "loss_cls": 4.69507, "loss": 4.69507, "time": 0.59784} +{"mode": "train", "epoch": 120, "iter": 700, "lr": 0.01006, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45609, "top5_acc": 0.71469, "loss_cls": 4.70592, "loss": 4.70592, "time": 0.59606} +{"mode": "train", "epoch": 120, "iter": 800, "lr": 0.01004, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44938, "top5_acc": 0.7125, "loss_cls": 4.72851, "loss": 4.72851, "time": 0.59442} +{"mode": "train", "epoch": 120, "iter": 900, "lr": 0.01002, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44547, "top5_acc": 0.70609, "loss_cls": 4.71032, "loss": 4.71032, "time": 0.59649} +{"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.01001, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.44062, "top5_acc": 0.70266, "loss_cls": 4.73432, "loss": 4.73432, "time": 0.59719} +{"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00999, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44594, "top5_acc": 0.70094, "loss_cls": 4.75429, "loss": 4.75429, "time": 0.59497} +{"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.00997, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44875, "top5_acc": 0.70719, "loss_cls": 4.71256, "loss": 4.71256, "time": 0.5973} +{"mode": "train", "epoch": 120, "iter": 1300, "lr": 0.00996, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43828, "top5_acc": 0.70062, "loss_cls": 4.7468, "loss": 4.7468, "time": 0.59772} +{"mode": "train", "epoch": 120, "iter": 1400, "lr": 0.00994, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.45016, "top5_acc": 0.70391, "loss_cls": 4.72384, "loss": 4.72384, "time": 0.59411} +{"mode": "train", "epoch": 120, "iter": 1500, "lr": 0.00992, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43953, "top5_acc": 0.70734, "loss_cls": 4.75265, "loss": 4.75265, "time": 0.59521} +{"mode": "train", "epoch": 120, "iter": 1600, "lr": 0.0099, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43312, "top5_acc": 0.69547, "loss_cls": 4.79855, "loss": 4.79855, "time": 0.59473} +{"mode": "train", "epoch": 120, "iter": 1700, "lr": 0.00989, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44453, "top5_acc": 0.70797, "loss_cls": 4.74983, "loss": 4.74983, "time": 0.59844} +{"mode": "train", "epoch": 120, "iter": 1800, "lr": 0.00987, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43469, "top5_acc": 0.69656, "loss_cls": 4.77779, "loss": 4.77779, "time": 0.60311} +{"mode": "train", "epoch": 120, "iter": 1900, "lr": 0.00985, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.45688, "top5_acc": 0.70859, "loss_cls": 4.71057, "loss": 4.71057, "time": 0.59599} +{"mode": "train", "epoch": 120, "iter": 2000, "lr": 0.00984, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44641, "top5_acc": 0.70312, "loss_cls": 4.73203, "loss": 4.73203, "time": 0.59527} +{"mode": "train", "epoch": 120, "iter": 2100, "lr": 0.00982, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44078, "top5_acc": 0.71047, "loss_cls": 4.7389, "loss": 4.7389, "time": 0.59629} +{"mode": "train", "epoch": 120, "iter": 2200, "lr": 0.0098, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43812, "top5_acc": 0.70438, "loss_cls": 4.75186, "loss": 4.75186, "time": 0.59526} +{"mode": "train", "epoch": 120, "iter": 2300, "lr": 0.00979, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.43828, "top5_acc": 0.71016, "loss_cls": 4.75678, "loss": 4.75678, "time": 0.60111} +{"mode": "train", "epoch": 120, "iter": 2400, "lr": 0.00977, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.44203, "top5_acc": 0.70734, "loss_cls": 4.73038, "loss": 4.73038, "time": 0.59635} +{"mode": "train", "epoch": 120, "iter": 2500, "lr": 0.00976, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.44625, "top5_acc": 0.71594, "loss_cls": 4.72347, "loss": 4.72347, "time": 0.59807} +{"mode": "train", "epoch": 120, "iter": 2600, "lr": 0.00974, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.44828, "top5_acc": 0.71266, "loss_cls": 4.70439, "loss": 4.70439, "time": 0.59712} +{"mode": "train", "epoch": 120, "iter": 2700, "lr": 0.00972, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.43359, "top5_acc": 0.69719, "loss_cls": 4.77693, "loss": 4.77693, "time": 0.59789} +{"mode": "train", "epoch": 120, "iter": 2800, "lr": 0.00971, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.44625, "top5_acc": 0.71188, "loss_cls": 4.72883, "loss": 4.72883, "time": 0.59854} +{"mode": "train", "epoch": 120, "iter": 2900, "lr": 0.00969, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.42562, "top5_acc": 0.68953, "loss_cls": 4.8414, "loss": 4.8414, "time": 0.59724} +{"mode": "train", "epoch": 120, "iter": 3000, "lr": 0.00967, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.435, "top5_acc": 0.70219, "loss_cls": 4.75513, "loss": 4.75513, "time": 0.59417} +{"mode": "train", "epoch": 120, "iter": 3100, "lr": 0.00966, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44453, "top5_acc": 0.70016, "loss_cls": 4.76048, "loss": 4.76048, "time": 0.59525} +{"mode": "train", "epoch": 120, "iter": 3200, "lr": 0.00964, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.44531, "top5_acc": 0.70594, "loss_cls": 4.72696, "loss": 4.72696, "time": 0.59905} +{"mode": "train", "epoch": 120, "iter": 3300, "lr": 0.00962, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.44312, "top5_acc": 0.69531, "loss_cls": 4.77042, "loss": 4.77042, "time": 0.60154} +{"mode": "train", "epoch": 120, "iter": 3400, "lr": 0.00961, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.44031, "top5_acc": 0.70594, "loss_cls": 4.73682, "loss": 4.73682, "time": 0.59573} +{"mode": "train", "epoch": 120, "iter": 3500, "lr": 0.00959, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.45141, "top5_acc": 0.71141, "loss_cls": 4.7022, "loss": 4.7022, "time": 0.59507} +{"mode": "train", "epoch": 120, "iter": 3600, "lr": 0.00957, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.445, "top5_acc": 0.71094, "loss_cls": 4.73577, "loss": 4.73577, "time": 0.59964} +{"mode": "train", "epoch": 120, "iter": 3700, "lr": 0.00956, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.44, "top5_acc": 0.7025, "loss_cls": 4.7389, "loss": 4.7389, "time": 0.5968} +{"mode": "val", "epoch": 120, "iter": 309, "lr": 0.00955, "top1_acc": 0.36241, "top5_acc": 0.62311, "mean_class_accuracy": 0.36216} +{"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00953, "memory": 16180, "data_time": 1.40208, "top1_acc": 0.46391, "top5_acc": 0.73516, "loss_cls": 4.61225, "loss": 4.61225, "time": 1.99254} +{"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00952, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.45469, "top5_acc": 0.71688, "loss_cls": 4.67167, "loss": 4.67167, "time": 0.59111} +{"mode": "train", "epoch": 121, "iter": 300, "lr": 0.0095, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44875, "top5_acc": 0.71438, "loss_cls": 4.69828, "loss": 4.69828, "time": 0.59301} +{"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00948, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.46672, "top5_acc": 0.72938, "loss_cls": 4.63989, "loss": 4.63989, "time": 0.59286} +{"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00947, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45562, "top5_acc": 0.71453, "loss_cls": 4.67462, "loss": 4.67462, "time": 0.59357} +{"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00945, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44875, "top5_acc": 0.70984, "loss_cls": 4.6997, "loss": 4.6997, "time": 0.59351} +{"mode": "train", "epoch": 121, "iter": 700, "lr": 0.00943, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.44734, "top5_acc": 0.70812, "loss_cls": 4.71917, "loss": 4.71917, "time": 0.59285} +{"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00942, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46516, "top5_acc": 0.71016, "loss_cls": 4.67286, "loss": 4.67286, "time": 0.59269} +{"mode": "train", "epoch": 121, "iter": 900, "lr": 0.0094, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44656, "top5_acc": 0.70781, "loss_cls": 4.70613, "loss": 4.70613, "time": 0.59763} +{"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00939, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45078, "top5_acc": 0.71203, "loss_cls": 4.68981, "loss": 4.68981, "time": 0.59412} +{"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00937, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46031, "top5_acc": 0.70406, "loss_cls": 4.70035, "loss": 4.70035, "time": 0.59763} +{"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00935, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45797, "top5_acc": 0.71766, "loss_cls": 4.69324, "loss": 4.69324, "time": 0.59495} +{"mode": "train", "epoch": 121, "iter": 1300, "lr": 0.00934, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44281, "top5_acc": 0.70312, "loss_cls": 4.73769, "loss": 4.73769, "time": 0.59668} +{"mode": "train", "epoch": 121, "iter": 1400, "lr": 0.00932, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.44656, "top5_acc": 0.71156, "loss_cls": 4.70079, "loss": 4.70079, "time": 0.59807} +{"mode": "train", "epoch": 121, "iter": 1500, "lr": 0.0093, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45391, "top5_acc": 0.71797, "loss_cls": 4.69151, "loss": 4.69151, "time": 0.59694} +{"mode": "train", "epoch": 121, "iter": 1600, "lr": 0.00929, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.43797, "top5_acc": 0.69766, "loss_cls": 4.75038, "loss": 4.75038, "time": 0.59369} +{"mode": "train", "epoch": 121, "iter": 1700, "lr": 0.00927, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.46109, "top5_acc": 0.70844, "loss_cls": 4.69417, "loss": 4.69417, "time": 0.59607} +{"mode": "train", "epoch": 121, "iter": 1800, "lr": 0.00926, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.45375, "top5_acc": 0.71078, "loss_cls": 4.71143, "loss": 4.71143, "time": 0.6019} +{"mode": "train", "epoch": 121, "iter": 1900, "lr": 0.00924, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.44766, "top5_acc": 0.70734, "loss_cls": 4.70658, "loss": 4.70658, "time": 0.59954} +{"mode": "train", "epoch": 121, "iter": 2000, "lr": 0.00922, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.44188, "top5_acc": 0.70766, "loss_cls": 4.75035, "loss": 4.75035, "time": 0.5949} +{"mode": "train", "epoch": 121, "iter": 2100, "lr": 0.00921, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44672, "top5_acc": 0.71297, "loss_cls": 4.71707, "loss": 4.71707, "time": 0.59367} +{"mode": "train", "epoch": 121, "iter": 2200, "lr": 0.00919, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46922, "top5_acc": 0.72562, "loss_cls": 4.63234, "loss": 4.63234, "time": 0.59419} +{"mode": "train", "epoch": 121, "iter": 2300, "lr": 0.00917, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45188, "top5_acc": 0.70844, "loss_cls": 4.7337, "loss": 4.7337, "time": 0.59377} +{"mode": "train", "epoch": 121, "iter": 2400, "lr": 0.00916, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.44109, "top5_acc": 0.70766, "loss_cls": 4.73326, "loss": 4.73326, "time": 0.59211} +{"mode": "train", "epoch": 121, "iter": 2500, "lr": 0.00914, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.4425, "top5_acc": 0.7075, "loss_cls": 4.70986, "loss": 4.70986, "time": 0.59485} +{"mode": "train", "epoch": 121, "iter": 2600, "lr": 0.00913, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.44188, "top5_acc": 0.70328, "loss_cls": 4.73227, "loss": 4.73227, "time": 0.59778} +{"mode": "train", "epoch": 121, "iter": 2700, "lr": 0.00911, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45438, "top5_acc": 0.70719, "loss_cls": 4.69975, "loss": 4.69975, "time": 0.59304} +{"mode": "train", "epoch": 121, "iter": 2800, "lr": 0.00909, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43641, "top5_acc": 0.71047, "loss_cls": 4.74284, "loss": 4.74284, "time": 0.59466} +{"mode": "train", "epoch": 121, "iter": 2900, "lr": 0.00908, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.43609, "top5_acc": 0.70344, "loss_cls": 4.74826, "loss": 4.74826, "time": 0.59577} +{"mode": "train", "epoch": 121, "iter": 3000, "lr": 0.00906, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44266, "top5_acc": 0.70938, "loss_cls": 4.71156, "loss": 4.71156, "time": 0.59516} +{"mode": "train", "epoch": 121, "iter": 3100, "lr": 0.00905, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.435, "top5_acc": 0.69578, "loss_cls": 4.78238, "loss": 4.78238, "time": 0.59713} +{"mode": "train", "epoch": 121, "iter": 3200, "lr": 0.00903, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.44188, "top5_acc": 0.70781, "loss_cls": 4.7241, "loss": 4.7241, "time": 0.60207} +{"mode": "train", "epoch": 121, "iter": 3300, "lr": 0.00901, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.44516, "top5_acc": 0.70344, "loss_cls": 4.73163, "loss": 4.73163, "time": 0.59985} +{"mode": "train", "epoch": 121, "iter": 3400, "lr": 0.009, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.44859, "top5_acc": 0.70453, "loss_cls": 4.74023, "loss": 4.74023, "time": 0.59448} +{"mode": "train", "epoch": 121, "iter": 3500, "lr": 0.00898, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.46156, "top5_acc": 0.715, "loss_cls": 4.68272, "loss": 4.68272, "time": 0.5922} +{"mode": "train", "epoch": 121, "iter": 3600, "lr": 0.00897, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.44469, "top5_acc": 0.70641, "loss_cls": 4.72632, "loss": 4.72632, "time": 0.59448} +{"mode": "train", "epoch": 121, "iter": 3700, "lr": 0.00895, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.44219, "top5_acc": 0.70391, "loss_cls": 4.75431, "loss": 4.75431, "time": 0.6032} +{"mode": "val", "epoch": 121, "iter": 309, "lr": 0.00894, "top1_acc": 0.37862, "top5_acc": 0.63744, "mean_class_accuracy": 0.3783} +{"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00893, "memory": 16180, "data_time": 1.42939, "top1_acc": 0.4675, "top5_acc": 0.72594, "loss_cls": 4.61515, "loss": 4.61515, "time": 2.01837} +{"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00891, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.46766, "top5_acc": 0.72797, "loss_cls": 4.64294, "loss": 4.64294, "time": 0.59747} +{"mode": "train", "epoch": 122, "iter": 300, "lr": 0.00889, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.47297, "top5_acc": 0.72234, "loss_cls": 4.62713, "loss": 4.62713, "time": 0.60354} +{"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00888, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45359, "top5_acc": 0.72547, "loss_cls": 4.65929, "loss": 4.65929, "time": 0.59325} +{"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00886, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46156, "top5_acc": 0.72422, "loss_cls": 4.6457, "loss": 4.6457, "time": 0.59473} +{"mode": "train", "epoch": 122, "iter": 600, "lr": 0.00885, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.47766, "top5_acc": 0.72938, "loss_cls": 4.58162, "loss": 4.58162, "time": 0.59897} +{"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00883, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46031, "top5_acc": 0.73109, "loss_cls": 4.62629, "loss": 4.62629, "time": 0.59344} +{"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00882, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45375, "top5_acc": 0.71438, "loss_cls": 4.66463, "loss": 4.66463, "time": 0.59392} +{"mode": "train", "epoch": 122, "iter": 900, "lr": 0.0088, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.46641, "top5_acc": 0.72812, "loss_cls": 4.6198, "loss": 4.6198, "time": 0.59607} +{"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00878, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.45656, "top5_acc": 0.71844, "loss_cls": 4.65301, "loss": 4.65301, "time": 0.5959} +{"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00877, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45391, "top5_acc": 0.70594, "loss_cls": 4.69573, "loss": 4.69573, "time": 0.59497} +{"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.00875, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44594, "top5_acc": 0.70875, "loss_cls": 4.7226, "loss": 4.7226, "time": 0.59442} +{"mode": "train", "epoch": 122, "iter": 1300, "lr": 0.00874, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45516, "top5_acc": 0.72188, "loss_cls": 4.67774, "loss": 4.67774, "time": 0.5929} +{"mode": "train", "epoch": 122, "iter": 1400, "lr": 0.00872, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.45438, "top5_acc": 0.71562, "loss_cls": 4.65302, "loss": 4.65302, "time": 0.59127} +{"mode": "train", "epoch": 122, "iter": 1500, "lr": 0.0087, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46422, "top5_acc": 0.72094, "loss_cls": 4.66663, "loss": 4.66663, "time": 0.59398} +{"mode": "train", "epoch": 122, "iter": 1600, "lr": 0.00869, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45859, "top5_acc": 0.72, "loss_cls": 4.65944, "loss": 4.65944, "time": 0.59338} +{"mode": "train", "epoch": 122, "iter": 1700, "lr": 0.00867, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45781, "top5_acc": 0.71625, "loss_cls": 4.65766, "loss": 4.65766, "time": 0.59585} +{"mode": "train", "epoch": 122, "iter": 1800, "lr": 0.00866, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44875, "top5_acc": 0.705, "loss_cls": 4.71388, "loss": 4.71388, "time": 0.5993} +{"mode": "train", "epoch": 122, "iter": 1900, "lr": 0.00864, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.44453, "top5_acc": 0.70703, "loss_cls": 4.71318, "loss": 4.71318, "time": 0.60803} +{"mode": "train", "epoch": 122, "iter": 2000, "lr": 0.00863, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43844, "top5_acc": 0.70266, "loss_cls": 4.77048, "loss": 4.77048, "time": 0.59893} +{"mode": "train", "epoch": 122, "iter": 2100, "lr": 0.00861, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44719, "top5_acc": 0.71484, "loss_cls": 4.68698, "loss": 4.68698, "time": 0.59566} +{"mode": "train", "epoch": 122, "iter": 2200, "lr": 0.00859, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.44969, "top5_acc": 0.71438, "loss_cls": 4.70341, "loss": 4.70341, "time": 0.5974} +{"mode": "train", "epoch": 122, "iter": 2300, "lr": 0.00858, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.44781, "top5_acc": 0.71578, "loss_cls": 4.70095, "loss": 4.70095, "time": 0.59474} +{"mode": "train", "epoch": 122, "iter": 2400, "lr": 0.00856, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.45719, "top5_acc": 0.72031, "loss_cls": 4.67952, "loss": 4.67952, "time": 0.59578} +{"mode": "train", "epoch": 122, "iter": 2500, "lr": 0.00855, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46516, "top5_acc": 0.72203, "loss_cls": 4.65168, "loss": 4.65168, "time": 0.59483} +{"mode": "train", "epoch": 122, "iter": 2600, "lr": 0.00853, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44328, "top5_acc": 0.70531, "loss_cls": 4.71834, "loss": 4.71834, "time": 0.59434} +{"mode": "train", "epoch": 122, "iter": 2700, "lr": 0.00852, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.44828, "top5_acc": 0.71078, "loss_cls": 4.72334, "loss": 4.72334, "time": 0.59631} +{"mode": "train", "epoch": 122, "iter": 2800, "lr": 0.0085, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45375, "top5_acc": 0.71531, "loss_cls": 4.67722, "loss": 4.67722, "time": 0.59727} +{"mode": "train", "epoch": 122, "iter": 2900, "lr": 0.00849, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44406, "top5_acc": 0.70953, "loss_cls": 4.71359, "loss": 4.71359, "time": 0.59436} +{"mode": "train", "epoch": 122, "iter": 3000, "lr": 0.00847, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45109, "top5_acc": 0.70375, "loss_cls": 4.72282, "loss": 4.72282, "time": 0.59388} +{"mode": "train", "epoch": 122, "iter": 3100, "lr": 0.00845, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.445, "top5_acc": 0.71062, "loss_cls": 4.72208, "loss": 4.72208, "time": 0.60078} +{"mode": "train", "epoch": 122, "iter": 3200, "lr": 0.00844, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.45297, "top5_acc": 0.71766, "loss_cls": 4.70244, "loss": 4.70244, "time": 0.60358} +{"mode": "train", "epoch": 122, "iter": 3300, "lr": 0.00842, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.43859, "top5_acc": 0.70203, "loss_cls": 4.73058, "loss": 4.73058, "time": 0.59643} +{"mode": "train", "epoch": 122, "iter": 3400, "lr": 0.00841, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.44875, "top5_acc": 0.70281, "loss_cls": 4.70092, "loss": 4.70092, "time": 0.59467} +{"mode": "train", "epoch": 122, "iter": 3500, "lr": 0.00839, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45062, "top5_acc": 0.70719, "loss_cls": 4.69679, "loss": 4.69679, "time": 0.59602} +{"mode": "train", "epoch": 122, "iter": 3600, "lr": 0.00838, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45156, "top5_acc": 0.71359, "loss_cls": 4.68814, "loss": 4.68814, "time": 0.59542} +{"mode": "train", "epoch": 122, "iter": 3700, "lr": 0.00836, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45594, "top5_acc": 0.71266, "loss_cls": 4.72202, "loss": 4.72202, "time": 0.59678} +{"mode": "val", "epoch": 122, "iter": 309, "lr": 0.00835, "top1_acc": 0.38246, "top5_acc": 0.6378, "mean_class_accuracy": 0.38216} +{"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00834, "memory": 16180, "data_time": 1.39175, "top1_acc": 0.46031, "top5_acc": 0.725, "loss_cls": 4.64316, "loss": 4.64316, "time": 1.9868} +{"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00832, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.46219, "top5_acc": 0.72688, "loss_cls": 4.61894, "loss": 4.61894, "time": 0.59477} +{"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00831, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46688, "top5_acc": 0.72766, "loss_cls": 4.59433, "loss": 4.59433, "time": 0.59853} +{"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00829, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46516, "top5_acc": 0.72984, "loss_cls": 4.6158, "loss": 4.6158, "time": 0.59334} +{"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00828, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46922, "top5_acc": 0.73484, "loss_cls": 4.58422, "loss": 4.58422, "time": 0.59475} +{"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00826, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45906, "top5_acc": 0.72453, "loss_cls": 4.63187, "loss": 4.63187, "time": 0.59762} +{"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00825, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46906, "top5_acc": 0.72141, "loss_cls": 4.64123, "loss": 4.64123, "time": 0.59519} +{"mode": "train", "epoch": 123, "iter": 800, "lr": 0.00823, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.4575, "top5_acc": 0.71938, "loss_cls": 4.65398, "loss": 4.65398, "time": 0.5966} +{"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00822, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46531, "top5_acc": 0.72328, "loss_cls": 4.62776, "loss": 4.62776, "time": 0.59706} +{"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.0082, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.45406, "top5_acc": 0.71156, "loss_cls": 4.69423, "loss": 4.69423, "time": 0.59705} +{"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00818, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46438, "top5_acc": 0.71781, "loss_cls": 4.63439, "loss": 4.63439, "time": 0.59325} +{"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00817, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46297, "top5_acc": 0.72172, "loss_cls": 4.66832, "loss": 4.66832, "time": 0.59407} +{"mode": "train", "epoch": 123, "iter": 1300, "lr": 0.00815, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.45578, "top5_acc": 0.71875, "loss_cls": 4.66426, "loss": 4.66426, "time": 0.59667} +{"mode": "train", "epoch": 123, "iter": 1400, "lr": 0.00814, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46406, "top5_acc": 0.71891, "loss_cls": 4.64285, "loss": 4.64285, "time": 0.5951} +{"mode": "train", "epoch": 123, "iter": 1500, "lr": 0.00812, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.4575, "top5_acc": 0.71484, "loss_cls": 4.65816, "loss": 4.65816, "time": 0.59454} +{"mode": "train", "epoch": 123, "iter": 1600, "lr": 0.00811, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46453, "top5_acc": 0.72328, "loss_cls": 4.63921, "loss": 4.63921, "time": 0.59504} +{"mode": "train", "epoch": 123, "iter": 1700, "lr": 0.00809, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.46641, "top5_acc": 0.71719, "loss_cls": 4.65079, "loss": 4.65079, "time": 0.59729} +{"mode": "train", "epoch": 123, "iter": 1800, "lr": 0.00808, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.46672, "top5_acc": 0.72438, "loss_cls": 4.61166, "loss": 4.61166, "time": 0.59929} +{"mode": "train", "epoch": 123, "iter": 1900, "lr": 0.00806, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.44109, "top5_acc": 0.70719, "loss_cls": 4.71861, "loss": 4.71861, "time": 0.60061} +{"mode": "train", "epoch": 123, "iter": 2000, "lr": 0.00805, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45875, "top5_acc": 0.71625, "loss_cls": 4.66528, "loss": 4.66528, "time": 0.60084} +{"mode": "train", "epoch": 123, "iter": 2100, "lr": 0.00803, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.45641, "top5_acc": 0.71766, "loss_cls": 4.67589, "loss": 4.67589, "time": 0.59628} +{"mode": "train", "epoch": 123, "iter": 2200, "lr": 0.00802, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45203, "top5_acc": 0.70922, "loss_cls": 4.68654, "loss": 4.68654, "time": 0.59627} +{"mode": "train", "epoch": 123, "iter": 2300, "lr": 0.008, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45219, "top5_acc": 0.71484, "loss_cls": 4.70722, "loss": 4.70722, "time": 0.59603} +{"mode": "train", "epoch": 123, "iter": 2400, "lr": 0.00799, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45562, "top5_acc": 0.71516, "loss_cls": 4.67575, "loss": 4.67575, "time": 0.5947} +{"mode": "train", "epoch": 123, "iter": 2500, "lr": 0.00797, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.45938, "top5_acc": 0.71406, "loss_cls": 4.69824, "loss": 4.69824, "time": 0.60066} +{"mode": "train", "epoch": 123, "iter": 2600, "lr": 0.00796, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.47125, "top5_acc": 0.71984, "loss_cls": 4.63954, "loss": 4.63954, "time": 0.59478} +{"mode": "train", "epoch": 123, "iter": 2700, "lr": 0.00794, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46156, "top5_acc": 0.71891, "loss_cls": 4.62767, "loss": 4.62767, "time": 0.59435} +{"mode": "train", "epoch": 123, "iter": 2800, "lr": 0.00793, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46094, "top5_acc": 0.71812, "loss_cls": 4.64628, "loss": 4.64628, "time": 0.59227} +{"mode": "train", "epoch": 123, "iter": 2900, "lr": 0.00791, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46031, "top5_acc": 0.715, "loss_cls": 4.67098, "loss": 4.67098, "time": 0.59533} +{"mode": "train", "epoch": 123, "iter": 3000, "lr": 0.0079, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45062, "top5_acc": 0.72109, "loss_cls": 4.66351, "loss": 4.66351, "time": 0.59501} +{"mode": "train", "epoch": 123, "iter": 3100, "lr": 0.00788, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.46766, "top5_acc": 0.72828, "loss_cls": 4.62238, "loss": 4.62238, "time": 0.59501} +{"mode": "train", "epoch": 123, "iter": 3200, "lr": 0.00787, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45625, "top5_acc": 0.71859, "loss_cls": 4.6745, "loss": 4.6745, "time": 0.60832} +{"mode": "train", "epoch": 123, "iter": 3300, "lr": 0.00785, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.44953, "top5_acc": 0.71297, "loss_cls": 4.68647, "loss": 4.68647, "time": 0.59736} +{"mode": "train", "epoch": 123, "iter": 3400, "lr": 0.00784, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46891, "top5_acc": 0.72453, "loss_cls": 4.63007, "loss": 4.63007, "time": 0.59542} +{"mode": "train", "epoch": 123, "iter": 3500, "lr": 0.00782, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.45609, "top5_acc": 0.70891, "loss_cls": 4.69965, "loss": 4.69965, "time": 0.59815} +{"mode": "train", "epoch": 123, "iter": 3600, "lr": 0.00781, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.44938, "top5_acc": 0.70844, "loss_cls": 4.71126, "loss": 4.71126, "time": 0.5883} +{"mode": "train", "epoch": 123, "iter": 3700, "lr": 0.00779, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.45531, "top5_acc": 0.71469, "loss_cls": 4.69054, "loss": 4.69054, "time": 0.59915} +{"mode": "val", "epoch": 123, "iter": 309, "lr": 0.00778, "top1_acc": 0.3894, "top5_acc": 0.64706, "mean_class_accuracy": 0.38925} +{"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00777, "memory": 16180, "data_time": 1.41964, "top1_acc": 0.46609, "top5_acc": 0.73688, "loss_cls": 4.58711, "loss": 4.58711, "time": 2.01254} +{"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00775, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.47141, "top5_acc": 0.73359, "loss_cls": 4.58171, "loss": 4.58171, "time": 0.59409} +{"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00774, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.47031, "top5_acc": 0.73453, "loss_cls": 4.5908, "loss": 4.5908, "time": 0.5943} +{"mode": "train", "epoch": 124, "iter": 400, "lr": 0.00772, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.47062, "top5_acc": 0.72438, "loss_cls": 4.59655, "loss": 4.59655, "time": 0.59122} +{"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00771, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47453, "top5_acc": 0.73359, "loss_cls": 4.57212, "loss": 4.57212, "time": 0.59119} +{"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00769, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.47234, "top5_acc": 0.72688, "loss_cls": 4.60384, "loss": 4.60384, "time": 0.59182} +{"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00768, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46953, "top5_acc": 0.72359, "loss_cls": 4.60724, "loss": 4.60724, "time": 0.59237} +{"mode": "train", "epoch": 124, "iter": 800, "lr": 0.00766, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47516, "top5_acc": 0.73047, "loss_cls": 4.58029, "loss": 4.58029, "time": 0.58969} +{"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00765, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.46344, "top5_acc": 0.72625, "loss_cls": 4.62297, "loss": 4.62297, "time": 0.59079} +{"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00763, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.46891, "top5_acc": 0.73781, "loss_cls": 4.57718, "loss": 4.57718, "time": 0.58858} +{"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00762, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.45953, "top5_acc": 0.72438, "loss_cls": 4.63051, "loss": 4.63051, "time": 0.5933} +{"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.0076, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47875, "top5_acc": 0.73953, "loss_cls": 4.57314, "loss": 4.57314, "time": 0.59255} +{"mode": "train", "epoch": 124, "iter": 1300, "lr": 0.00759, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47156, "top5_acc": 0.72562, "loss_cls": 4.6229, "loss": 4.6229, "time": 0.59374} +{"mode": "train", "epoch": 124, "iter": 1400, "lr": 0.00758, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47125, "top5_acc": 0.72438, "loss_cls": 4.61019, "loss": 4.61019, "time": 0.59243} +{"mode": "train", "epoch": 124, "iter": 1500, "lr": 0.00756, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46672, "top5_acc": 0.72953, "loss_cls": 4.60768, "loss": 4.60768, "time": 0.59273} +{"mode": "train", "epoch": 124, "iter": 1600, "lr": 0.00755, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.44906, "top5_acc": 0.71844, "loss_cls": 4.69013, "loss": 4.69013, "time": 0.59211} +{"mode": "train", "epoch": 124, "iter": 1700, "lr": 0.00753, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46453, "top5_acc": 0.72797, "loss_cls": 4.61652, "loss": 4.61652, "time": 0.59133} +{"mode": "train", "epoch": 124, "iter": 1800, "lr": 0.00752, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47109, "top5_acc": 0.72312, "loss_cls": 4.6224, "loss": 4.6224, "time": 0.59283} +{"mode": "train", "epoch": 124, "iter": 1900, "lr": 0.0075, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45797, "top5_acc": 0.71984, "loss_cls": 4.65346, "loss": 4.65346, "time": 0.6016} +{"mode": "train", "epoch": 124, "iter": 2000, "lr": 0.00749, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47094, "top5_acc": 0.72516, "loss_cls": 4.62267, "loss": 4.62267, "time": 0.59658} +{"mode": "train", "epoch": 124, "iter": 2100, "lr": 0.00747, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45844, "top5_acc": 0.71484, "loss_cls": 4.67667, "loss": 4.67667, "time": 0.59356} +{"mode": "train", "epoch": 124, "iter": 2200, "lr": 0.00746, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47375, "top5_acc": 0.73172, "loss_cls": 4.61187, "loss": 4.61187, "time": 0.59197} +{"mode": "train", "epoch": 124, "iter": 2300, "lr": 0.00744, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46484, "top5_acc": 0.72344, "loss_cls": 4.63011, "loss": 4.63011, "time": 0.59203} +{"mode": "train", "epoch": 124, "iter": 2400, "lr": 0.00743, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47297, "top5_acc": 0.72344, "loss_cls": 4.61554, "loss": 4.61554, "time": 0.59258} +{"mode": "train", "epoch": 124, "iter": 2500, "lr": 0.00741, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.46406, "top5_acc": 0.72797, "loss_cls": 4.6414, "loss": 4.6414, "time": 0.59384} +{"mode": "train", "epoch": 124, "iter": 2600, "lr": 0.0074, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46203, "top5_acc": 0.72281, "loss_cls": 4.65333, "loss": 4.65333, "time": 0.59239} +{"mode": "train", "epoch": 124, "iter": 2700, "lr": 0.00738, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47188, "top5_acc": 0.72078, "loss_cls": 4.62138, "loss": 4.62138, "time": 0.5926} +{"mode": "train", "epoch": 124, "iter": 2800, "lr": 0.00737, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45641, "top5_acc": 0.71266, "loss_cls": 4.67895, "loss": 4.67895, "time": 0.59458} +{"mode": "train", "epoch": 124, "iter": 2900, "lr": 0.00735, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46094, "top5_acc": 0.72781, "loss_cls": 4.62134, "loss": 4.62134, "time": 0.59688} +{"mode": "train", "epoch": 124, "iter": 3000, "lr": 0.00734, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46969, "top5_acc": 0.73, "loss_cls": 4.62682, "loss": 4.62682, "time": 0.59396} +{"mode": "train", "epoch": 124, "iter": 3100, "lr": 0.00733, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46078, "top5_acc": 0.71859, "loss_cls": 4.64072, "loss": 4.64072, "time": 0.60064} +{"mode": "train", "epoch": 124, "iter": 3200, "lr": 0.00731, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46625, "top5_acc": 0.72125, "loss_cls": 4.62791, "loss": 4.62791, "time": 0.60179} +{"mode": "train", "epoch": 124, "iter": 3300, "lr": 0.0073, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.46469, "top5_acc": 0.72625, "loss_cls": 4.63846, "loss": 4.63846, "time": 0.59974} +{"mode": "train", "epoch": 124, "iter": 3400, "lr": 0.00728, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47078, "top5_acc": 0.72922, "loss_cls": 4.62733, "loss": 4.62733, "time": 0.59417} +{"mode": "train", "epoch": 124, "iter": 3500, "lr": 0.00727, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.45969, "top5_acc": 0.71906, "loss_cls": 4.64536, "loss": 4.64536, "time": 0.5941} +{"mode": "train", "epoch": 124, "iter": 3600, "lr": 0.00725, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45969, "top5_acc": 0.71875, "loss_cls": 4.65197, "loss": 4.65197, "time": 0.59307} +{"mode": "train", "epoch": 124, "iter": 3700, "lr": 0.00724, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45047, "top5_acc": 0.71641, "loss_cls": 4.68368, "loss": 4.68368, "time": 0.60182} +{"mode": "val", "epoch": 124, "iter": 309, "lr": 0.00723, "top1_acc": 0.38956, "top5_acc": 0.64712, "mean_class_accuracy": 0.38933} +{"mode": "train", "epoch": 125, "iter": 100, "lr": 0.00722, "memory": 16180, "data_time": 1.39716, "top1_acc": 0.48984, "top5_acc": 0.74844, "loss_cls": 4.50373, "loss": 4.50373, "time": 1.99099} +{"mode": "train", "epoch": 125, "iter": 200, "lr": 0.0072, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.47984, "top5_acc": 0.74375, "loss_cls": 4.53771, "loss": 4.53771, "time": 0.59783} +{"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00719, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.47812, "top5_acc": 0.73875, "loss_cls": 4.55303, "loss": 4.55303, "time": 0.60505} +{"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00717, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.47422, "top5_acc": 0.73125, "loss_cls": 4.58846, "loss": 4.58846, "time": 0.5943} +{"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00716, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.47219, "top5_acc": 0.73031, "loss_cls": 4.57102, "loss": 4.57102, "time": 0.59788} +{"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00715, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.4675, "top5_acc": 0.725, "loss_cls": 4.62684, "loss": 4.62684, "time": 0.5958} +{"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00713, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48391, "top5_acc": 0.73766, "loss_cls": 4.54905, "loss": 4.54905, "time": 0.59561} +{"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00712, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.48016, "top5_acc": 0.735, "loss_cls": 4.58055, "loss": 4.58055, "time": 0.59487} +{"mode": "train", "epoch": 125, "iter": 900, "lr": 0.0071, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47469, "top5_acc": 0.73234, "loss_cls": 4.58831, "loss": 4.58831, "time": 0.59344} +{"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.00709, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46984, "top5_acc": 0.72281, "loss_cls": 4.60643, "loss": 4.60643, "time": 0.59502} +{"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00707, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47641, "top5_acc": 0.73859, "loss_cls": 4.55286, "loss": 4.55286, "time": 0.59669} +{"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00706, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.48328, "top5_acc": 0.73891, "loss_cls": 4.52412, "loss": 4.52412, "time": 0.59871} +{"mode": "train", "epoch": 125, "iter": 1300, "lr": 0.00704, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47609, "top5_acc": 0.73297, "loss_cls": 4.57455, "loss": 4.57455, "time": 0.59531} +{"mode": "train", "epoch": 125, "iter": 1400, "lr": 0.00703, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48844, "top5_acc": 0.7375, "loss_cls": 4.52905, "loss": 4.52905, "time": 0.59324} +{"mode": "train", "epoch": 125, "iter": 1500, "lr": 0.00702, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47625, "top5_acc": 0.73203, "loss_cls": 4.57641, "loss": 4.57641, "time": 0.59675} +{"mode": "train", "epoch": 125, "iter": 1600, "lr": 0.007, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47906, "top5_acc": 0.74, "loss_cls": 4.56597, "loss": 4.56597, "time": 0.59552} +{"mode": "train", "epoch": 125, "iter": 1700, "lr": 0.00699, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46562, "top5_acc": 0.72422, "loss_cls": 4.63803, "loss": 4.63803, "time": 0.59715} +{"mode": "train", "epoch": 125, "iter": 1800, "lr": 0.00697, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.47609, "top5_acc": 0.73422, "loss_cls": 4.58149, "loss": 4.58149, "time": 0.59314} +{"mode": "train", "epoch": 125, "iter": 1900, "lr": 0.00696, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46766, "top5_acc": 0.73422, "loss_cls": 4.60769, "loss": 4.60769, "time": 0.59811} +{"mode": "train", "epoch": 125, "iter": 2000, "lr": 0.00694, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.47703, "top5_acc": 0.72656, "loss_cls": 4.58082, "loss": 4.58082, "time": 0.60135} +{"mode": "train", "epoch": 125, "iter": 2100, "lr": 0.00693, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46344, "top5_acc": 0.71703, "loss_cls": 4.66107, "loss": 4.66107, "time": 0.59432} +{"mode": "train", "epoch": 125, "iter": 2200, "lr": 0.00692, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47031, "top5_acc": 0.72375, "loss_cls": 4.62906, "loss": 4.62906, "time": 0.59444} +{"mode": "train", "epoch": 125, "iter": 2300, "lr": 0.0069, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.47109, "top5_acc": 0.72625, "loss_cls": 4.60222, "loss": 4.60222, "time": 0.59484} +{"mode": "train", "epoch": 125, "iter": 2400, "lr": 0.00689, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46391, "top5_acc": 0.72688, "loss_cls": 4.62532, "loss": 4.62532, "time": 0.59388} +{"mode": "train", "epoch": 125, "iter": 2500, "lr": 0.00687, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46453, "top5_acc": 0.72047, "loss_cls": 4.64139, "loss": 4.64139, "time": 0.59576} +{"mode": "train", "epoch": 125, "iter": 2600, "lr": 0.00686, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.47094, "top5_acc": 0.71547, "loss_cls": 4.62572, "loss": 4.62572, "time": 0.5933} +{"mode": "train", "epoch": 125, "iter": 2700, "lr": 0.00685, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47359, "top5_acc": 0.73203, "loss_cls": 4.58171, "loss": 4.58171, "time": 0.59034} +{"mode": "train", "epoch": 125, "iter": 2800, "lr": 0.00683, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.45484, "top5_acc": 0.72172, "loss_cls": 4.64063, "loss": 4.64063, "time": 0.59494} +{"mode": "train", "epoch": 125, "iter": 2900, "lr": 0.00682, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46812, "top5_acc": 0.72453, "loss_cls": 4.62297, "loss": 4.62297, "time": 0.59444} +{"mode": "train", "epoch": 125, "iter": 3000, "lr": 0.0068, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46312, "top5_acc": 0.72406, "loss_cls": 4.61137, "loss": 4.61137, "time": 0.5958} +{"mode": "train", "epoch": 125, "iter": 3100, "lr": 0.00679, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.46766, "top5_acc": 0.72312, "loss_cls": 4.63026, "loss": 4.63026, "time": 0.59918} +{"mode": "train", "epoch": 125, "iter": 3200, "lr": 0.00678, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.45719, "top5_acc": 0.71516, "loss_cls": 4.68488, "loss": 4.68488, "time": 0.59791} +{"mode": "train", "epoch": 125, "iter": 3300, "lr": 0.00676, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.46938, "top5_acc": 0.72328, "loss_cls": 4.59772, "loss": 4.59772, "time": 0.59819} +{"mode": "train", "epoch": 125, "iter": 3400, "lr": 0.00675, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.47812, "top5_acc": 0.71984, "loss_cls": 4.61632, "loss": 4.61632, "time": 0.5964} +{"mode": "train", "epoch": 125, "iter": 3500, "lr": 0.00673, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.46031, "top5_acc": 0.72047, "loss_cls": 4.66082, "loss": 4.66082, "time": 0.59092} +{"mode": "train", "epoch": 125, "iter": 3600, "lr": 0.00672, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47016, "top5_acc": 0.73078, "loss_cls": 4.60177, "loss": 4.60177, "time": 0.59752} +{"mode": "train", "epoch": 125, "iter": 3700, "lr": 0.00671, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47781, "top5_acc": 0.72609, "loss_cls": 4.60288, "loss": 4.60288, "time": 0.59911} +{"mode": "val", "epoch": 125, "iter": 309, "lr": 0.0067, "top1_acc": 0.39644, "top5_acc": 0.65355, "mean_class_accuracy": 0.3961} +{"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00668, "memory": 16180, "data_time": 1.41429, "top1_acc": 0.48984, "top5_acc": 0.74969, "loss_cls": 4.50139, "loss": 4.50139, "time": 2.00891} +{"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00667, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49812, "top5_acc": 0.75125, "loss_cls": 4.49231, "loss": 4.49231, "time": 0.58991} +{"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00666, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48688, "top5_acc": 0.73703, "loss_cls": 4.54977, "loss": 4.54977, "time": 0.59448} +{"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00664, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.48156, "top5_acc": 0.7475, "loss_cls": 4.5117, "loss": 4.5117, "time": 0.59205} +{"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00663, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48734, "top5_acc": 0.74516, "loss_cls": 4.52216, "loss": 4.52216, "time": 0.59526} +{"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00662, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48484, "top5_acc": 0.73938, "loss_cls": 4.55648, "loss": 4.55648, "time": 0.59697} +{"mode": "train", "epoch": 126, "iter": 700, "lr": 0.0066, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47672, "top5_acc": 0.73125, "loss_cls": 4.59253, "loss": 4.59253, "time": 0.59798} +{"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00659, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48766, "top5_acc": 0.73938, "loss_cls": 4.54782, "loss": 4.54782, "time": 0.59388} +{"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00657, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47312, "top5_acc": 0.72562, "loss_cls": 4.61713, "loss": 4.61713, "time": 0.59273} +{"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00656, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47781, "top5_acc": 0.73359, "loss_cls": 4.56501, "loss": 4.56501, "time": 0.59417} +{"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00655, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.47438, "top5_acc": 0.73578, "loss_cls": 4.56675, "loss": 4.56675, "time": 0.59389} +{"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00653, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49641, "top5_acc": 0.75047, "loss_cls": 4.46806, "loss": 4.46806, "time": 0.59254} +{"mode": "train", "epoch": 126, "iter": 1300, "lr": 0.00652, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46719, "top5_acc": 0.73094, "loss_cls": 4.59382, "loss": 4.59382, "time": 0.59573} +{"mode": "train", "epoch": 126, "iter": 1400, "lr": 0.0065, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48188, "top5_acc": 0.74203, "loss_cls": 4.54474, "loss": 4.54474, "time": 0.59505} +{"mode": "train", "epoch": 126, "iter": 1500, "lr": 0.00649, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.47656, "top5_acc": 0.73609, "loss_cls": 4.57751, "loss": 4.57751, "time": 0.59437} +{"mode": "train", "epoch": 126, "iter": 1600, "lr": 0.00648, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47328, "top5_acc": 0.74047, "loss_cls": 4.5548, "loss": 4.5548, "time": 0.59694} +{"mode": "train", "epoch": 126, "iter": 1700, "lr": 0.00646, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46609, "top5_acc": 0.72062, "loss_cls": 4.62376, "loss": 4.62376, "time": 0.59544} +{"mode": "train", "epoch": 126, "iter": 1800, "lr": 0.00645, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.4825, "top5_acc": 0.73609, "loss_cls": 4.56321, "loss": 4.56321, "time": 0.59509} +{"mode": "train", "epoch": 126, "iter": 1900, "lr": 0.00644, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47828, "top5_acc": 0.73203, "loss_cls": 4.57142, "loss": 4.57142, "time": 0.59782} +{"mode": "train", "epoch": 126, "iter": 2000, "lr": 0.00642, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.46891, "top5_acc": 0.72734, "loss_cls": 4.58134, "loss": 4.58134, "time": 0.60655} +{"mode": "train", "epoch": 126, "iter": 2100, "lr": 0.00641, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.46938, "top5_acc": 0.73062, "loss_cls": 4.6066, "loss": 4.6066, "time": 0.59693} +{"mode": "train", "epoch": 126, "iter": 2200, "lr": 0.00639, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47703, "top5_acc": 0.73094, "loss_cls": 4.58603, "loss": 4.58603, "time": 0.59257} +{"mode": "train", "epoch": 126, "iter": 2300, "lr": 0.00638, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.47547, "top5_acc": 0.73344, "loss_cls": 4.57492, "loss": 4.57492, "time": 0.59862} +{"mode": "train", "epoch": 126, "iter": 2400, "lr": 0.00637, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.47922, "top5_acc": 0.73359, "loss_cls": 4.55516, "loss": 4.55516, "time": 0.5976} +{"mode": "train", "epoch": 126, "iter": 2500, "lr": 0.00635, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47094, "top5_acc": 0.73344, "loss_cls": 4.59004, "loss": 4.59004, "time": 0.59557} +{"mode": "train", "epoch": 126, "iter": 2600, "lr": 0.00634, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48656, "top5_acc": 0.73969, "loss_cls": 4.53903, "loss": 4.53903, "time": 0.59206} +{"mode": "train", "epoch": 126, "iter": 2700, "lr": 0.00633, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47625, "top5_acc": 0.73469, "loss_cls": 4.5803, "loss": 4.5803, "time": 0.58982} +{"mode": "train", "epoch": 126, "iter": 2800, "lr": 0.00631, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.47562, "top5_acc": 0.73562, "loss_cls": 4.57072, "loss": 4.57072, "time": 0.59376} +{"mode": "train", "epoch": 126, "iter": 2900, "lr": 0.0063, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47094, "top5_acc": 0.72891, "loss_cls": 4.60896, "loss": 4.60896, "time": 0.59299} +{"mode": "train", "epoch": 126, "iter": 3000, "lr": 0.00629, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.46953, "top5_acc": 0.72781, "loss_cls": 4.59427, "loss": 4.59427, "time": 0.59426} +{"mode": "train", "epoch": 126, "iter": 3100, "lr": 0.00627, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47719, "top5_acc": 0.72656, "loss_cls": 4.57708, "loss": 4.57708, "time": 0.60084} +{"mode": "train", "epoch": 126, "iter": 3200, "lr": 0.00626, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47125, "top5_acc": 0.72297, "loss_cls": 4.62724, "loss": 4.62724, "time": 0.59644} +{"mode": "train", "epoch": 126, "iter": 3300, "lr": 0.00625, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.47875, "top5_acc": 0.73281, "loss_cls": 4.57681, "loss": 4.57681, "time": 0.59652} +{"mode": "train", "epoch": 126, "iter": 3400, "lr": 0.00623, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.46578, "top5_acc": 0.72469, "loss_cls": 4.60765, "loss": 4.60765, "time": 0.59779} +{"mode": "train", "epoch": 126, "iter": 3500, "lr": 0.00622, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47953, "top5_acc": 0.73469, "loss_cls": 4.56704, "loss": 4.56704, "time": 0.59318} +{"mode": "train", "epoch": 126, "iter": 3600, "lr": 0.0062, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.47828, "top5_acc": 0.73234, "loss_cls": 4.58098, "loss": 4.58098, "time": 0.59956} +{"mode": "train", "epoch": 126, "iter": 3700, "lr": 0.00619, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47531, "top5_acc": 0.72906, "loss_cls": 4.59611, "loss": 4.59611, "time": 0.60461} +{"mode": "val", "epoch": 126, "iter": 309, "lr": 0.00618, "top1_acc": 0.40085, "top5_acc": 0.65887, "mean_class_accuracy": 0.40071} +{"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00617, "memory": 16180, "data_time": 1.46646, "top1_acc": 0.49656, "top5_acc": 0.74859, "loss_cls": 4.48626, "loss": 4.48626, "time": 2.06114} +{"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00616, "memory": 16180, "data_time": 0.00049, "top1_acc": 0.49516, "top5_acc": 0.75234, "loss_cls": 4.48434, "loss": 4.48434, "time": 0.59558} +{"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00614, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49219, "top5_acc": 0.74234, "loss_cls": 4.51035, "loss": 4.51035, "time": 0.59749} +{"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00613, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49062, "top5_acc": 0.75344, "loss_cls": 4.49903, "loss": 4.49903, "time": 0.5971} +{"mode": "train", "epoch": 127, "iter": 500, "lr": 0.00612, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47562, "top5_acc": 0.74109, "loss_cls": 4.56887, "loss": 4.56887, "time": 0.59354} +{"mode": "train", "epoch": 127, "iter": 600, "lr": 0.0061, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48891, "top5_acc": 0.74156, "loss_cls": 4.52119, "loss": 4.52119, "time": 0.59421} +{"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00609, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48469, "top5_acc": 0.73953, "loss_cls": 4.52066, "loss": 4.52066, "time": 0.59456} +{"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00608, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48625, "top5_acc": 0.74797, "loss_cls": 4.50326, "loss": 4.50326, "time": 0.59567} +{"mode": "train", "epoch": 127, "iter": 900, "lr": 0.00606, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49234, "top5_acc": 0.74328, "loss_cls": 4.50895, "loss": 4.50895, "time": 0.59789} +{"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00605, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48969, "top5_acc": 0.75141, "loss_cls": 4.49787, "loss": 4.49787, "time": 0.59535} +{"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00604, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49094, "top5_acc": 0.74141, "loss_cls": 4.53017, "loss": 4.53017, "time": 0.59652} +{"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00602, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47078, "top5_acc": 0.73203, "loss_cls": 4.55367, "loss": 4.55367, "time": 0.59459} +{"mode": "train", "epoch": 127, "iter": 1300, "lr": 0.00601, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47109, "top5_acc": 0.73312, "loss_cls": 4.57087, "loss": 4.57087, "time": 0.59547} +{"mode": "train", "epoch": 127, "iter": 1400, "lr": 0.006, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48547, "top5_acc": 0.74344, "loss_cls": 4.51492, "loss": 4.51492, "time": 0.59549} +{"mode": "train", "epoch": 127, "iter": 1500, "lr": 0.00598, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47531, "top5_acc": 0.73641, "loss_cls": 4.5814, "loss": 4.5814, "time": 0.59665} +{"mode": "train", "epoch": 127, "iter": 1600, "lr": 0.00597, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47969, "top5_acc": 0.73984, "loss_cls": 4.54354, "loss": 4.54354, "time": 0.59655} +{"mode": "train", "epoch": 127, "iter": 1700, "lr": 0.00596, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47969, "top5_acc": 0.73469, "loss_cls": 4.56668, "loss": 4.56668, "time": 0.59323} +{"mode": "train", "epoch": 127, "iter": 1800, "lr": 0.00594, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.4825, "top5_acc": 0.73797, "loss_cls": 4.54208, "loss": 4.54208, "time": 0.59325} +{"mode": "train", "epoch": 127, "iter": 1900, "lr": 0.00593, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48953, "top5_acc": 0.74641, "loss_cls": 4.50239, "loss": 4.50239, "time": 0.59655} +{"mode": "train", "epoch": 127, "iter": 2000, "lr": 0.00592, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.49016, "top5_acc": 0.73594, "loss_cls": 4.53564, "loss": 4.53564, "time": 0.60349} +{"mode": "train", "epoch": 127, "iter": 2100, "lr": 0.00591, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48031, "top5_acc": 0.73609, "loss_cls": 4.53895, "loss": 4.53895, "time": 0.6007} +{"mode": "train", "epoch": 127, "iter": 2200, "lr": 0.00589, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48578, "top5_acc": 0.73234, "loss_cls": 4.55141, "loss": 4.55141, "time": 0.59637} +{"mode": "train", "epoch": 127, "iter": 2300, "lr": 0.00588, "memory": 16180, "data_time": 0.00052, "top1_acc": 0.48703, "top5_acc": 0.74516, "loss_cls": 4.52244, "loss": 4.52244, "time": 0.59573} +{"mode": "train", "epoch": 127, "iter": 2400, "lr": 0.00587, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48188, "top5_acc": 0.74641, "loss_cls": 4.53372, "loss": 4.53372, "time": 0.59728} +{"mode": "train", "epoch": 127, "iter": 2500, "lr": 0.00585, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47719, "top5_acc": 0.72875, "loss_cls": 4.59689, "loss": 4.59689, "time": 0.59276} +{"mode": "train", "epoch": 127, "iter": 2600, "lr": 0.00584, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.47406, "top5_acc": 0.73312, "loss_cls": 4.57037, "loss": 4.57037, "time": 0.59217} +{"mode": "train", "epoch": 127, "iter": 2700, "lr": 0.00583, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48469, "top5_acc": 0.74219, "loss_cls": 4.53327, "loss": 4.53327, "time": 0.59237} +{"mode": "train", "epoch": 127, "iter": 2800, "lr": 0.00581, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47781, "top5_acc": 0.735, "loss_cls": 4.55279, "loss": 4.55279, "time": 0.59477} +{"mode": "train", "epoch": 127, "iter": 2900, "lr": 0.0058, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.47344, "top5_acc": 0.73578, "loss_cls": 4.58177, "loss": 4.58177, "time": 0.59268} +{"mode": "train", "epoch": 127, "iter": 3000, "lr": 0.00579, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.48703, "top5_acc": 0.74, "loss_cls": 4.53014, "loss": 4.53014, "time": 0.59616} +{"mode": "train", "epoch": 127, "iter": 3100, "lr": 0.00577, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47594, "top5_acc": 0.72625, "loss_cls": 4.57198, "loss": 4.57198, "time": 0.60012} +{"mode": "train", "epoch": 127, "iter": 3200, "lr": 0.00576, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.47656, "top5_acc": 0.73453, "loss_cls": 4.56687, "loss": 4.56687, "time": 0.59234} +{"mode": "train", "epoch": 127, "iter": 3300, "lr": 0.00575, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47172, "top5_acc": 0.73391, "loss_cls": 4.56648, "loss": 4.56648, "time": 0.59553} +{"mode": "train", "epoch": 127, "iter": 3400, "lr": 0.00573, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.47609, "top5_acc": 0.72953, "loss_cls": 4.58887, "loss": 4.58887, "time": 0.5967} +{"mode": "train", "epoch": 127, "iter": 3500, "lr": 0.00572, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48109, "top5_acc": 0.73469, "loss_cls": 4.57002, "loss": 4.57002, "time": 0.58997} +{"mode": "train", "epoch": 127, "iter": 3600, "lr": 0.00571, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.49219, "top5_acc": 0.73828, "loss_cls": 4.53923, "loss": 4.53923, "time": 0.59416} +{"mode": "train", "epoch": 127, "iter": 3700, "lr": 0.0057, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48031, "top5_acc": 0.73984, "loss_cls": 4.55089, "loss": 4.55089, "time": 0.5977} +{"mode": "val", "epoch": 127, "iter": 309, "lr": 0.00569, "top1_acc": 0.39285, "top5_acc": 0.65005, "mean_class_accuracy": 0.39254} +{"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00568, "memory": 16180, "data_time": 1.33701, "top1_acc": 0.50469, "top5_acc": 0.76297, "loss_cls": 4.43063, "loss": 4.43063, "time": 1.93193} +{"mode": "train", "epoch": 128, "iter": 200, "lr": 0.00566, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.50609, "top5_acc": 0.7525, "loss_cls": 4.4468, "loss": 4.4468, "time": 0.59259} +{"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00565, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.51281, "top5_acc": 0.76438, "loss_cls": 4.41311, "loss": 4.41311, "time": 0.59384} +{"mode": "train", "epoch": 128, "iter": 400, "lr": 0.00564, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49562, "top5_acc": 0.74828, "loss_cls": 4.4738, "loss": 4.4738, "time": 0.59405} +{"mode": "train", "epoch": 128, "iter": 500, "lr": 0.00563, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48734, "top5_acc": 0.74969, "loss_cls": 4.5007, "loss": 4.5007, "time": 0.59176} +{"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00561, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50156, "top5_acc": 0.74594, "loss_cls": 4.46244, "loss": 4.46244, "time": 0.59142} +{"mode": "train", "epoch": 128, "iter": 700, "lr": 0.0056, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.485, "top5_acc": 0.74438, "loss_cls": 4.51556, "loss": 4.51556, "time": 0.59179} +{"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00559, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50078, "top5_acc": 0.75125, "loss_cls": 4.45361, "loss": 4.45361, "time": 0.59021} +{"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00557, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49234, "top5_acc": 0.74844, "loss_cls": 4.485, "loss": 4.485, "time": 0.59037} +{"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00556, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48312, "top5_acc": 0.73625, "loss_cls": 4.54893, "loss": 4.54893, "time": 0.59315} +{"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00555, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48547, "top5_acc": 0.74172, "loss_cls": 4.55086, "loss": 4.55086, "time": 0.59188} +{"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00554, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48656, "top5_acc": 0.74422, "loss_cls": 4.5142, "loss": 4.5142, "time": 0.59233} +{"mode": "train", "epoch": 128, "iter": 1300, "lr": 0.00552, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.49938, "top5_acc": 0.74984, "loss_cls": 4.4864, "loss": 4.4864, "time": 0.58953} +{"mode": "train", "epoch": 128, "iter": 1400, "lr": 0.00551, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48828, "top5_acc": 0.74688, "loss_cls": 4.49371, "loss": 4.49371, "time": 0.59353} +{"mode": "train", "epoch": 128, "iter": 1500, "lr": 0.0055, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.47922, "top5_acc": 0.73656, "loss_cls": 4.5402, "loss": 4.5402, "time": 0.58848} +{"mode": "train", "epoch": 128, "iter": 1600, "lr": 0.00548, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.47844, "top5_acc": 0.73969, "loss_cls": 4.55067, "loss": 4.55067, "time": 0.59138} +{"mode": "train", "epoch": 128, "iter": 1700, "lr": 0.00547, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48922, "top5_acc": 0.74203, "loss_cls": 4.5199, "loss": 4.5199, "time": 0.59359} +{"mode": "train", "epoch": 128, "iter": 1800, "lr": 0.00546, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49422, "top5_acc": 0.74953, "loss_cls": 4.48446, "loss": 4.48446, "time": 0.59269} +{"mode": "train", "epoch": 128, "iter": 1900, "lr": 0.00545, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49453, "top5_acc": 0.75562, "loss_cls": 4.47676, "loss": 4.47676, "time": 0.58998} +{"mode": "train", "epoch": 128, "iter": 2000, "lr": 0.00543, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49078, "top5_acc": 0.74109, "loss_cls": 4.51189, "loss": 4.51189, "time": 0.58984} +{"mode": "train", "epoch": 128, "iter": 2100, "lr": 0.00542, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.47594, "top5_acc": 0.73453, "loss_cls": 4.54791, "loss": 4.54791, "time": 0.60059} +{"mode": "train", "epoch": 128, "iter": 2200, "lr": 0.00541, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48, "top5_acc": 0.74453, "loss_cls": 4.5167, "loss": 4.5167, "time": 0.59313} +{"mode": "train", "epoch": 128, "iter": 2300, "lr": 0.0054, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.47547, "top5_acc": 0.73328, "loss_cls": 4.55689, "loss": 4.55689, "time": 0.59498} +{"mode": "train", "epoch": 128, "iter": 2400, "lr": 0.00538, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48859, "top5_acc": 0.74719, "loss_cls": 4.51538, "loss": 4.51538, "time": 0.59405} +{"mode": "train", "epoch": 128, "iter": 2500, "lr": 0.00537, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48188, "top5_acc": 0.73781, "loss_cls": 4.53521, "loss": 4.53521, "time": 0.58983} +{"mode": "train", "epoch": 128, "iter": 2600, "lr": 0.00536, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49266, "top5_acc": 0.74281, "loss_cls": 4.52484, "loss": 4.52484, "time": 0.59135} +{"mode": "train", "epoch": 128, "iter": 2700, "lr": 0.00535, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.49453, "top5_acc": 0.75109, "loss_cls": 4.47938, "loss": 4.47938, "time": 0.5884} +{"mode": "train", "epoch": 128, "iter": 2800, "lr": 0.00533, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.49625, "top5_acc": 0.74375, "loss_cls": 4.51053, "loss": 4.51053, "time": 0.59229} +{"mode": "train", "epoch": 128, "iter": 2900, "lr": 0.00532, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.47672, "top5_acc": 0.73562, "loss_cls": 4.57359, "loss": 4.57359, "time": 0.5891} +{"mode": "train", "epoch": 128, "iter": 3000, "lr": 0.00531, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49062, "top5_acc": 0.74391, "loss_cls": 4.52273, "loss": 4.52273, "time": 0.59559} +{"mode": "train", "epoch": 128, "iter": 3100, "lr": 0.0053, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48969, "top5_acc": 0.74531, "loss_cls": 4.5093, "loss": 4.5093, "time": 0.59845} +{"mode": "train", "epoch": 128, "iter": 3200, "lr": 0.00528, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49234, "top5_acc": 0.74578, "loss_cls": 4.52227, "loss": 4.52227, "time": 0.59709} +{"mode": "train", "epoch": 128, "iter": 3300, "lr": 0.00527, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.47719, "top5_acc": 0.73984, "loss_cls": 4.54616, "loss": 4.54616, "time": 0.59283} +{"mode": "train", "epoch": 128, "iter": 3400, "lr": 0.00526, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49, "top5_acc": 0.73297, "loss_cls": 4.53899, "loss": 4.53899, "time": 0.59476} +{"mode": "train", "epoch": 128, "iter": 3500, "lr": 0.00525, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48859, "top5_acc": 0.74422, "loss_cls": 4.50587, "loss": 4.50587, "time": 0.59064} +{"mode": "train", "epoch": 128, "iter": 3600, "lr": 0.00523, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48875, "top5_acc": 0.74547, "loss_cls": 4.50989, "loss": 4.50989, "time": 0.59218} +{"mode": "train", "epoch": 128, "iter": 3700, "lr": 0.00522, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.4925, "top5_acc": 0.74516, "loss_cls": 4.49502, "loss": 4.49502, "time": 0.59936} +{"mode": "val", "epoch": 128, "iter": 309, "lr": 0.00521, "top1_acc": 0.40754, "top5_acc": 0.6615, "mean_class_accuracy": 0.40724} +{"mode": "train", "epoch": 129, "iter": 100, "lr": 0.0052, "memory": 16180, "data_time": 1.37949, "top1_acc": 0.50688, "top5_acc": 0.76625, "loss_cls": 4.39764, "loss": 4.39764, "time": 1.97804} +{"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00519, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.51109, "top5_acc": 0.76641, "loss_cls": 4.41049, "loss": 4.41049, "time": 0.59258} +{"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00518, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.5025, "top5_acc": 0.75969, "loss_cls": 4.42243, "loss": 4.42243, "time": 0.5931} +{"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00516, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50141, "top5_acc": 0.75266, "loss_cls": 4.44048, "loss": 4.44048, "time": 0.59258} +{"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00515, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49953, "top5_acc": 0.75047, "loss_cls": 4.46238, "loss": 4.46238, "time": 0.58894} +{"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00514, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51125, "top5_acc": 0.76172, "loss_cls": 4.42816, "loss": 4.42816, "time": 0.59277} +{"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00513, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50594, "top5_acc": 0.75734, "loss_cls": 4.42905, "loss": 4.42905, "time": 0.59181} +{"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00512, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.48625, "top5_acc": 0.74797, "loss_cls": 4.48331, "loss": 4.48331, "time": 0.58894} +{"mode": "train", "epoch": 129, "iter": 900, "lr": 0.0051, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.51188, "top5_acc": 0.76578, "loss_cls": 4.41461, "loss": 4.41461, "time": 0.59321} +{"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00509, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49125, "top5_acc": 0.74297, "loss_cls": 4.48749, "loss": 4.48749, "time": 0.59166} +{"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00508, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.49469, "top5_acc": 0.75109, "loss_cls": 4.46901, "loss": 4.46901, "time": 0.59038} +{"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.00507, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50156, "top5_acc": 0.755, "loss_cls": 4.45622, "loss": 4.45622, "time": 0.59302} +{"mode": "train", "epoch": 129, "iter": 1300, "lr": 0.00505, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49047, "top5_acc": 0.74391, "loss_cls": 4.50999, "loss": 4.50999, "time": 0.59402} +{"mode": "train", "epoch": 129, "iter": 1400, "lr": 0.00504, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50516, "top5_acc": 0.75297, "loss_cls": 4.45563, "loss": 4.45563, "time": 0.59105} +{"mode": "train", "epoch": 129, "iter": 1500, "lr": 0.00503, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49297, "top5_acc": 0.74953, "loss_cls": 4.49637, "loss": 4.49637, "time": 0.58915} +{"mode": "train", "epoch": 129, "iter": 1600, "lr": 0.00502, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49188, "top5_acc": 0.74422, "loss_cls": 4.49898, "loss": 4.49898, "time": 0.58842} +{"mode": "train", "epoch": 129, "iter": 1700, "lr": 0.00501, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49375, "top5_acc": 0.75391, "loss_cls": 4.47216, "loss": 4.47216, "time": 0.59009} +{"mode": "train", "epoch": 129, "iter": 1800, "lr": 0.00499, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49344, "top5_acc": 0.75656, "loss_cls": 4.46633, "loss": 4.46633, "time": 0.59047} +{"mode": "train", "epoch": 129, "iter": 1900, "lr": 0.00498, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48906, "top5_acc": 0.74516, "loss_cls": 4.49829, "loss": 4.49829, "time": 0.59099} +{"mode": "train", "epoch": 129, "iter": 2000, "lr": 0.00497, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48953, "top5_acc": 0.74719, "loss_cls": 4.53017, "loss": 4.53017, "time": 0.58989} +{"mode": "train", "epoch": 129, "iter": 2100, "lr": 0.00496, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.48859, "top5_acc": 0.75375, "loss_cls": 4.50089, "loss": 4.50089, "time": 0.59756} +{"mode": "train", "epoch": 129, "iter": 2200, "lr": 0.00494, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50078, "top5_acc": 0.74641, "loss_cls": 4.45955, "loss": 4.45955, "time": 0.5958} +{"mode": "train", "epoch": 129, "iter": 2300, "lr": 0.00493, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.5125, "top5_acc": 0.76062, "loss_cls": 4.41639, "loss": 4.41639, "time": 0.59078} +{"mode": "train", "epoch": 129, "iter": 2400, "lr": 0.00492, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.49219, "top5_acc": 0.75047, "loss_cls": 4.4877, "loss": 4.4877, "time": 0.59042} +{"mode": "train", "epoch": 129, "iter": 2500, "lr": 0.00491, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49188, "top5_acc": 0.74219, "loss_cls": 4.50521, "loss": 4.50521, "time": 0.59258} +{"mode": "train", "epoch": 129, "iter": 2600, "lr": 0.0049, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.48891, "top5_acc": 0.74328, "loss_cls": 4.52166, "loss": 4.52166, "time": 0.5945} +{"mode": "train", "epoch": 129, "iter": 2700, "lr": 0.00488, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49047, "top5_acc": 0.74734, "loss_cls": 4.48785, "loss": 4.48785, "time": 0.58921} +{"mode": "train", "epoch": 129, "iter": 2800, "lr": 0.00487, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49156, "top5_acc": 0.74859, "loss_cls": 4.49459, "loss": 4.49459, "time": 0.58849} +{"mode": "train", "epoch": 129, "iter": 2900, "lr": 0.00486, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.48484, "top5_acc": 0.74859, "loss_cls": 4.48347, "loss": 4.48347, "time": 0.59435} +{"mode": "train", "epoch": 129, "iter": 3000, "lr": 0.00485, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.49672, "top5_acc": 0.73953, "loss_cls": 4.50735, "loss": 4.50735, "time": 0.59822} +{"mode": "train", "epoch": 129, "iter": 3100, "lr": 0.00484, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49672, "top5_acc": 0.75062, "loss_cls": 4.47407, "loss": 4.47407, "time": 0.60126} +{"mode": "train", "epoch": 129, "iter": 3200, "lr": 0.00482, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49312, "top5_acc": 0.74469, "loss_cls": 4.51017, "loss": 4.51017, "time": 0.59375} +{"mode": "train", "epoch": 129, "iter": 3300, "lr": 0.00481, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49609, "top5_acc": 0.75281, "loss_cls": 4.47296, "loss": 4.47296, "time": 0.59413} +{"mode": "train", "epoch": 129, "iter": 3400, "lr": 0.0048, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49234, "top5_acc": 0.74547, "loss_cls": 4.50342, "loss": 4.50342, "time": 0.60413} +{"mode": "train", "epoch": 129, "iter": 3500, "lr": 0.00479, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49125, "top5_acc": 0.74688, "loss_cls": 4.50689, "loss": 4.50689, "time": 0.59253} +{"mode": "train", "epoch": 129, "iter": 3600, "lr": 0.00478, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.48547, "top5_acc": 0.74078, "loss_cls": 4.53037, "loss": 4.53037, "time": 0.59284} +{"mode": "train", "epoch": 129, "iter": 3700, "lr": 0.00476, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49016, "top5_acc": 0.74234, "loss_cls": 4.51689, "loss": 4.51689, "time": 0.59534} +{"mode": "val", "epoch": 129, "iter": 309, "lr": 0.00476, "top1_acc": 0.41458, "top5_acc": 0.67031, "mean_class_accuracy": 0.41428} +{"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00475, "memory": 16180, "data_time": 1.43394, "top1_acc": 0.51438, "top5_acc": 0.76547, "loss_cls": 4.39143, "loss": 4.39143, "time": 2.03228} +{"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00473, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.51797, "top5_acc": 0.77156, "loss_cls": 4.37139, "loss": 4.37139, "time": 0.59621} +{"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00472, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51641, "top5_acc": 0.76453, "loss_cls": 4.38216, "loss": 4.38216, "time": 0.59349} +{"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00471, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50094, "top5_acc": 0.75641, "loss_cls": 4.43031, "loss": 4.43031, "time": 0.59485} +{"mode": "train", "epoch": 130, "iter": 500, "lr": 0.0047, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50625, "top5_acc": 0.76219, "loss_cls": 4.41438, "loss": 4.41438, "time": 0.59213} +{"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00469, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50719, "top5_acc": 0.7575, "loss_cls": 4.42866, "loss": 4.42866, "time": 0.59425} +{"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00468, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.50453, "top5_acc": 0.75812, "loss_cls": 4.43952, "loss": 4.43952, "time": 0.59626} +{"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00466, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51594, "top5_acc": 0.77188, "loss_cls": 4.37564, "loss": 4.37564, "time": 0.59373} +{"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00465, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.50813, "top5_acc": 0.76328, "loss_cls": 4.41077, "loss": 4.41077, "time": 0.58885} +{"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.00464, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50906, "top5_acc": 0.76203, "loss_cls": 4.40492, "loss": 4.40492, "time": 0.59359} +{"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.00463, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49047, "top5_acc": 0.75141, "loss_cls": 4.46672, "loss": 4.46672, "time": 0.59207} +{"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00462, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.50719, "top5_acc": 0.7575, "loss_cls": 4.41667, "loss": 4.41667, "time": 0.59273} +{"mode": "train", "epoch": 130, "iter": 1300, "lr": 0.00461, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.50125, "top5_acc": 0.76547, "loss_cls": 4.42011, "loss": 4.42011, "time": 0.58854} +{"mode": "train", "epoch": 130, "iter": 1400, "lr": 0.00459, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51266, "top5_acc": 0.75766, "loss_cls": 4.4234, "loss": 4.4234, "time": 0.59021} +{"mode": "train", "epoch": 130, "iter": 1500, "lr": 0.00458, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.50203, "top5_acc": 0.76281, "loss_cls": 4.42792, "loss": 4.42792, "time": 0.59136} +{"mode": "train", "epoch": 130, "iter": 1600, "lr": 0.00457, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49703, "top5_acc": 0.75156, "loss_cls": 4.45776, "loss": 4.45776, "time": 0.59208} +{"mode": "train", "epoch": 130, "iter": 1700, "lr": 0.00456, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49734, "top5_acc": 0.74891, "loss_cls": 4.47109, "loss": 4.47109, "time": 0.59173} +{"mode": "train", "epoch": 130, "iter": 1800, "lr": 0.00455, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.49422, "top5_acc": 0.75328, "loss_cls": 4.45452, "loss": 4.45452, "time": 0.5899} +{"mode": "train", "epoch": 130, "iter": 1900, "lr": 0.00454, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.50656, "top5_acc": 0.75609, "loss_cls": 4.43144, "loss": 4.43144, "time": 0.58979} +{"mode": "train", "epoch": 130, "iter": 2000, "lr": 0.00452, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.50578, "top5_acc": 0.75281, "loss_cls": 4.46006, "loss": 4.46006, "time": 0.58753} +{"mode": "train", "epoch": 130, "iter": 2100, "lr": 0.00451, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.49562, "top5_acc": 0.74906, "loss_cls": 4.47384, "loss": 4.47384, "time": 0.59541} +{"mode": "train", "epoch": 130, "iter": 2200, "lr": 0.0045, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49031, "top5_acc": 0.745, "loss_cls": 4.50112, "loss": 4.50112, "time": 0.5976} +{"mode": "train", "epoch": 130, "iter": 2300, "lr": 0.00449, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.495, "top5_acc": 0.75016, "loss_cls": 4.48427, "loss": 4.48427, "time": 0.59138} +{"mode": "train", "epoch": 130, "iter": 2400, "lr": 0.00448, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.49922, "top5_acc": 0.75531, "loss_cls": 4.46152, "loss": 4.46152, "time": 0.59101} +{"mode": "train", "epoch": 130, "iter": 2500, "lr": 0.00447, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49516, "top5_acc": 0.75125, "loss_cls": 4.45851, "loss": 4.45851, "time": 0.59206} +{"mode": "train", "epoch": 130, "iter": 2600, "lr": 0.00445, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.50281, "top5_acc": 0.74703, "loss_cls": 4.46706, "loss": 4.46706, "time": 0.58949} +{"mode": "train", "epoch": 130, "iter": 2700, "lr": 0.00444, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.50438, "top5_acc": 0.76156, "loss_cls": 4.44194, "loss": 4.44194, "time": 0.59005} +{"mode": "train", "epoch": 130, "iter": 2800, "lr": 0.00443, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.505, "top5_acc": 0.75688, "loss_cls": 4.42661, "loss": 4.42661, "time": 0.59141} +{"mode": "train", "epoch": 130, "iter": 2900, "lr": 0.00442, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49531, "top5_acc": 0.75312, "loss_cls": 4.46962, "loss": 4.46962, "time": 0.59323} +{"mode": "train", "epoch": 130, "iter": 3000, "lr": 0.00441, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.49703, "top5_acc": 0.74484, "loss_cls": 4.48918, "loss": 4.48918, "time": 0.59896} +{"mode": "train", "epoch": 130, "iter": 3100, "lr": 0.0044, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.50719, "top5_acc": 0.75078, "loss_cls": 4.45231, "loss": 4.45231, "time": 0.59588} +{"mode": "train", "epoch": 130, "iter": 3200, "lr": 0.00439, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50875, "top5_acc": 0.75391, "loss_cls": 4.44387, "loss": 4.44387, "time": 0.59384} +{"mode": "train", "epoch": 130, "iter": 3300, "lr": 0.00437, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.49438, "top5_acc": 0.74609, "loss_cls": 4.49917, "loss": 4.49917, "time": 0.59803} +{"mode": "train", "epoch": 130, "iter": 3400, "lr": 0.00436, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.50469, "top5_acc": 0.76359, "loss_cls": 4.43044, "loss": 4.43044, "time": 0.59476} +{"mode": "train", "epoch": 130, "iter": 3500, "lr": 0.00435, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.48438, "top5_acc": 0.75094, "loss_cls": 4.4871, "loss": 4.4871, "time": 0.58753} +{"mode": "train", "epoch": 130, "iter": 3600, "lr": 0.00434, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.50031, "top5_acc": 0.75703, "loss_cls": 4.453, "loss": 4.453, "time": 0.59375} +{"mode": "train", "epoch": 130, "iter": 3700, "lr": 0.00433, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.49359, "top5_acc": 0.7525, "loss_cls": 4.48314, "loss": 4.48314, "time": 0.60133} +{"mode": "val", "epoch": 130, "iter": 309, "lr": 0.00432, "top1_acc": 0.41873, "top5_acc": 0.6767, "mean_class_accuracy": 0.41853} +{"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00431, "memory": 16180, "data_time": 1.43838, "top1_acc": 0.52875, "top5_acc": 0.77344, "loss_cls": 4.34166, "loss": 4.34166, "time": 2.03764} +{"mode": "train", "epoch": 131, "iter": 200, "lr": 0.0043, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.51812, "top5_acc": 0.76422, "loss_cls": 4.38906, "loss": 4.38906, "time": 0.59211} +{"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00429, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51953, "top5_acc": 0.77234, "loss_cls": 4.3645, "loss": 4.3645, "time": 0.59259} +{"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00428, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.51109, "top5_acc": 0.76469, "loss_cls": 4.38501, "loss": 4.38501, "time": 0.59248} +{"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00427, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.50734, "top5_acc": 0.76375, "loss_cls": 4.40598, "loss": 4.40598, "time": 0.5922} +{"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00425, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.51734, "top5_acc": 0.76562, "loss_cls": 4.40157, "loss": 4.40157, "time": 0.58885} +{"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00424, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51078, "top5_acc": 0.76094, "loss_cls": 4.39707, "loss": 4.39707, "time": 0.58895} +{"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00423, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52828, "top5_acc": 0.76453, "loss_cls": 4.34269, "loss": 4.34269, "time": 0.59008} +{"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00422, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.51203, "top5_acc": 0.76484, "loss_cls": 4.40014, "loss": 4.40014, "time": 0.5901} +{"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.00421, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51469, "top5_acc": 0.7625, "loss_cls": 4.38014, "loss": 4.38014, "time": 0.59088} +{"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.0042, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.51188, "top5_acc": 0.75672, "loss_cls": 4.40536, "loss": 4.40536, "time": 0.59255} +{"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00419, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51531, "top5_acc": 0.76266, "loss_cls": 4.40276, "loss": 4.40276, "time": 0.59313} +{"mode": "train", "epoch": 131, "iter": 1300, "lr": 0.00418, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50906, "top5_acc": 0.75766, "loss_cls": 4.40082, "loss": 4.40082, "time": 0.59127} +{"mode": "train", "epoch": 131, "iter": 1400, "lr": 0.00417, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50703, "top5_acc": 0.75672, "loss_cls": 4.43255, "loss": 4.43255, "time": 0.5917} +{"mode": "train", "epoch": 131, "iter": 1500, "lr": 0.00415, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51516, "top5_acc": 0.75844, "loss_cls": 4.41583, "loss": 4.41583, "time": 0.59329} +{"mode": "train", "epoch": 131, "iter": 1600, "lr": 0.00414, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.50078, "top5_acc": 0.75812, "loss_cls": 4.44456, "loss": 4.44456, "time": 0.59268} +{"mode": "train", "epoch": 131, "iter": 1700, "lr": 0.00413, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49859, "top5_acc": 0.75875, "loss_cls": 4.43333, "loss": 4.43333, "time": 0.59368} +{"mode": "train", "epoch": 131, "iter": 1800, "lr": 0.00412, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50594, "top5_acc": 0.76094, "loss_cls": 4.41705, "loss": 4.41705, "time": 0.58953} +{"mode": "train", "epoch": 131, "iter": 1900, "lr": 0.00411, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51062, "top5_acc": 0.76297, "loss_cls": 4.42346, "loss": 4.42346, "time": 0.5886} +{"mode": "train", "epoch": 131, "iter": 2000, "lr": 0.0041, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51047, "top5_acc": 0.77016, "loss_cls": 4.39708, "loss": 4.39708, "time": 0.58902} +{"mode": "train", "epoch": 131, "iter": 2100, "lr": 0.00409, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50828, "top5_acc": 0.76391, "loss_cls": 4.40604, "loss": 4.40604, "time": 0.5937} +{"mode": "train", "epoch": 131, "iter": 2200, "lr": 0.00408, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.52375, "top5_acc": 0.76891, "loss_cls": 4.36479, "loss": 4.36479, "time": 0.59959} +{"mode": "train", "epoch": 131, "iter": 2300, "lr": 0.00407, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50484, "top5_acc": 0.76, "loss_cls": 4.44861, "loss": 4.44861, "time": 0.59548} +{"mode": "train", "epoch": 131, "iter": 2400, "lr": 0.00405, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.50344, "top5_acc": 0.76047, "loss_cls": 4.42466, "loss": 4.42466, "time": 0.5933} +{"mode": "train", "epoch": 131, "iter": 2500, "lr": 0.00404, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51859, "top5_acc": 0.76844, "loss_cls": 4.3867, "loss": 4.3867, "time": 0.59259} +{"mode": "train", "epoch": 131, "iter": 2600, "lr": 0.00403, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51484, "top5_acc": 0.76312, "loss_cls": 4.41446, "loss": 4.41446, "time": 0.5932} +{"mode": "train", "epoch": 131, "iter": 2700, "lr": 0.00402, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50734, "top5_acc": 0.76031, "loss_cls": 4.40575, "loss": 4.40575, "time": 0.59038} +{"mode": "train", "epoch": 131, "iter": 2800, "lr": 0.00401, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50844, "top5_acc": 0.75766, "loss_cls": 4.41292, "loss": 4.41292, "time": 0.5901} +{"mode": "train", "epoch": 131, "iter": 2900, "lr": 0.004, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.5075, "top5_acc": 0.75312, "loss_cls": 4.45693, "loss": 4.45693, "time": 0.59727} +{"mode": "train", "epoch": 131, "iter": 3000, "lr": 0.00399, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.50828, "top5_acc": 0.76469, "loss_cls": 4.40576, "loss": 4.40576, "time": 0.59983} +{"mode": "train", "epoch": 131, "iter": 3100, "lr": 0.00398, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.505, "top5_acc": 0.76, "loss_cls": 4.42504, "loss": 4.42504, "time": 0.59541} +{"mode": "train", "epoch": 131, "iter": 3200, "lr": 0.00397, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51125, "top5_acc": 0.76, "loss_cls": 4.42168, "loss": 4.42168, "time": 0.59063} +{"mode": "train", "epoch": 131, "iter": 3300, "lr": 0.00396, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50984, "top5_acc": 0.75719, "loss_cls": 4.4089, "loss": 4.4089, "time": 0.59248} +{"mode": "train", "epoch": 131, "iter": 3400, "lr": 0.00394, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.50688, "top5_acc": 0.75375, "loss_cls": 4.44672, "loss": 4.44672, "time": 0.58925} +{"mode": "train", "epoch": 131, "iter": 3500, "lr": 0.00393, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49906, "top5_acc": 0.75375, "loss_cls": 4.46579, "loss": 4.46579, "time": 0.59202} +{"mode": "train", "epoch": 131, "iter": 3600, "lr": 0.00392, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.51203, "top5_acc": 0.76281, "loss_cls": 4.42204, "loss": 4.42204, "time": 0.59541} +{"mode": "train", "epoch": 131, "iter": 3700, "lr": 0.00391, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.50391, "top5_acc": 0.7575, "loss_cls": 4.44138, "loss": 4.44138, "time": 0.5984} +{"mode": "val", "epoch": 131, "iter": 309, "lr": 0.00391, "top1_acc": 0.41767, "top5_acc": 0.67188, "mean_class_accuracy": 0.41744} +{"mode": "train", "epoch": 132, "iter": 100, "lr": 0.0039, "memory": 16180, "data_time": 1.42992, "top1_acc": 0.52328, "top5_acc": 0.77844, "loss_cls": 4.33824, "loss": 4.33824, "time": 2.02724} +{"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00389, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.52703, "top5_acc": 0.77672, "loss_cls": 4.32579, "loss": 4.32579, "time": 0.59594} +{"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00387, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.53562, "top5_acc": 0.77719, "loss_cls": 4.29826, "loss": 4.29826, "time": 0.59338} +{"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00386, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.51734, "top5_acc": 0.77453, "loss_cls": 4.36251, "loss": 4.36251, "time": 0.59366} +{"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00385, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51406, "top5_acc": 0.76875, "loss_cls": 4.38483, "loss": 4.38483, "time": 0.59331} +{"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00384, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52891, "top5_acc": 0.77641, "loss_cls": 4.33337, "loss": 4.33337, "time": 0.59056} +{"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00383, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51938, "top5_acc": 0.76953, "loss_cls": 4.34726, "loss": 4.34726, "time": 0.59308} +{"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00382, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52391, "top5_acc": 0.77625, "loss_cls": 4.32072, "loss": 4.32072, "time": 0.59169} +{"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00381, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.52953, "top5_acc": 0.76922, "loss_cls": 4.35196, "loss": 4.35196, "time": 0.59087} +{"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.0038, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50984, "top5_acc": 0.76953, "loss_cls": 4.38155, "loss": 4.38155, "time": 0.59622} +{"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00379, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.51953, "top5_acc": 0.76891, "loss_cls": 4.35256, "loss": 4.35256, "time": 0.59657} +{"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00378, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52219, "top5_acc": 0.76531, "loss_cls": 4.37559, "loss": 4.37559, "time": 0.59086} +{"mode": "train", "epoch": 132, "iter": 1300, "lr": 0.00377, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.51859, "top5_acc": 0.76469, "loss_cls": 4.39781, "loss": 4.39781, "time": 0.59238} +{"mode": "train", "epoch": 132, "iter": 1400, "lr": 0.00376, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51922, "top5_acc": 0.76938, "loss_cls": 4.39256, "loss": 4.39256, "time": 0.59155} +{"mode": "train", "epoch": 132, "iter": 1500, "lr": 0.00375, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.52312, "top5_acc": 0.78328, "loss_cls": 4.32377, "loss": 4.32377, "time": 0.59056} +{"mode": "train", "epoch": 132, "iter": 1600, "lr": 0.00374, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51922, "top5_acc": 0.76141, "loss_cls": 4.3897, "loss": 4.3897, "time": 0.58949} +{"mode": "train", "epoch": 132, "iter": 1700, "lr": 0.00372, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.51781, "top5_acc": 0.77203, "loss_cls": 4.36595, "loss": 4.36595, "time": 0.59137} +{"mode": "train", "epoch": 132, "iter": 1800, "lr": 0.00371, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51969, "top5_acc": 0.77719, "loss_cls": 4.35511, "loss": 4.35511, "time": 0.5956} +{"mode": "train", "epoch": 132, "iter": 1900, "lr": 0.0037, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52469, "top5_acc": 0.77641, "loss_cls": 4.34145, "loss": 4.34145, "time": 0.58996} +{"mode": "train", "epoch": 132, "iter": 2000, "lr": 0.00369, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.51969, "top5_acc": 0.76312, "loss_cls": 4.3895, "loss": 4.3895, "time": 0.59253} +{"mode": "train", "epoch": 132, "iter": 2100, "lr": 0.00368, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.52062, "top5_acc": 0.77234, "loss_cls": 4.34256, "loss": 4.34256, "time": 0.59373} +{"mode": "train", "epoch": 132, "iter": 2200, "lr": 0.00367, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.50547, "top5_acc": 0.76281, "loss_cls": 4.40152, "loss": 4.40152, "time": 0.59789} +{"mode": "train", "epoch": 132, "iter": 2300, "lr": 0.00366, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.50781, "top5_acc": 0.76047, "loss_cls": 4.422, "loss": 4.422, "time": 0.60069} +{"mode": "train", "epoch": 132, "iter": 2400, "lr": 0.00365, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.51172, "top5_acc": 0.76875, "loss_cls": 4.37227, "loss": 4.37227, "time": 0.59272} +{"mode": "train", "epoch": 132, "iter": 2500, "lr": 0.00364, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51422, "top5_acc": 0.75703, "loss_cls": 4.40323, "loss": 4.40323, "time": 0.59461} +{"mode": "train", "epoch": 132, "iter": 2600, "lr": 0.00363, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51219, "top5_acc": 0.77453, "loss_cls": 4.37751, "loss": 4.37751, "time": 0.59161} +{"mode": "train", "epoch": 132, "iter": 2700, "lr": 0.00362, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.51156, "top5_acc": 0.75859, "loss_cls": 4.41369, "loss": 4.41369, "time": 0.58834} +{"mode": "train", "epoch": 132, "iter": 2800, "lr": 0.00361, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.50828, "top5_acc": 0.76078, "loss_cls": 4.42103, "loss": 4.42103, "time": 0.59121} +{"mode": "train", "epoch": 132, "iter": 2900, "lr": 0.0036, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.51516, "top5_acc": 0.76609, "loss_cls": 4.39633, "loss": 4.39633, "time": 0.59268} +{"mode": "train", "epoch": 132, "iter": 3000, "lr": 0.00359, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52016, "top5_acc": 0.76297, "loss_cls": 4.39763, "loss": 4.39763, "time": 0.6005} +{"mode": "train", "epoch": 132, "iter": 3100, "lr": 0.00358, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.50813, "top5_acc": 0.76328, "loss_cls": 4.40662, "loss": 4.40662, "time": 0.59279} +{"mode": "train", "epoch": 132, "iter": 3200, "lr": 0.00357, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51125, "top5_acc": 0.76141, "loss_cls": 4.39735, "loss": 4.39735, "time": 0.59178} +{"mode": "train", "epoch": 132, "iter": 3300, "lr": 0.00356, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.51172, "top5_acc": 0.75953, "loss_cls": 4.40925, "loss": 4.40925, "time": 0.59455} +{"mode": "train", "epoch": 132, "iter": 3400, "lr": 0.00355, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51703, "top5_acc": 0.76828, "loss_cls": 4.38775, "loss": 4.38775, "time": 0.58797} +{"mode": "train", "epoch": 132, "iter": 3500, "lr": 0.00354, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.49516, "top5_acc": 0.76359, "loss_cls": 4.4354, "loss": 4.4354, "time": 0.58982} +{"mode": "train", "epoch": 132, "iter": 3600, "lr": 0.00353, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.51422, "top5_acc": 0.77172, "loss_cls": 4.36854, "loss": 4.36854, "time": 0.59907} +{"mode": "train", "epoch": 132, "iter": 3700, "lr": 0.00352, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.5225, "top5_acc": 0.76781, "loss_cls": 4.38397, "loss": 4.38397, "time": 0.60458} +{"mode": "val", "epoch": 132, "iter": 309, "lr": 0.00351, "top1_acc": 0.42268, "top5_acc": 0.68065, "mean_class_accuracy": 0.42247} +{"mode": "train", "epoch": 133, "iter": 100, "lr": 0.0035, "memory": 16180, "data_time": 1.40017, "top1_acc": 0.53969, "top5_acc": 0.78812, "loss_cls": 4.27929, "loss": 4.27929, "time": 1.99588} +{"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00349, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.52125, "top5_acc": 0.77094, "loss_cls": 4.36281, "loss": 4.36281, "time": 0.5978} +{"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00348, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.53203, "top5_acc": 0.77922, "loss_cls": 4.29876, "loss": 4.29876, "time": 0.59493} +{"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00347, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53953, "top5_acc": 0.78781, "loss_cls": 4.28262, "loss": 4.28262, "time": 0.59697} +{"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00346, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.52109, "top5_acc": 0.77531, "loss_cls": 4.33603, "loss": 4.33603, "time": 0.58849} +{"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00345, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.53016, "top5_acc": 0.77594, "loss_cls": 4.32742, "loss": 4.32742, "time": 0.59173} +{"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00344, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.5375, "top5_acc": 0.78266, "loss_cls": 4.29329, "loss": 4.29329, "time": 0.59026} +{"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00343, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.53266, "top5_acc": 0.77156, "loss_cls": 4.34385, "loss": 4.34385, "time": 0.59096} +{"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00342, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.53844, "top5_acc": 0.78594, "loss_cls": 4.29435, "loss": 4.29435, "time": 0.58947} +{"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.00341, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52953, "top5_acc": 0.77594, "loss_cls": 4.31993, "loss": 4.31993, "time": 0.58908} +{"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.0034, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52, "top5_acc": 0.77375, "loss_cls": 4.345, "loss": 4.345, "time": 0.59342} +{"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00339, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.53266, "top5_acc": 0.78031, "loss_cls": 4.30015, "loss": 4.30015, "time": 0.58891} +{"mode": "train", "epoch": 133, "iter": 1300, "lr": 0.00338, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53141, "top5_acc": 0.77688, "loss_cls": 4.29665, "loss": 4.29665, "time": 0.59269} +{"mode": "train", "epoch": 133, "iter": 1400, "lr": 0.00337, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52891, "top5_acc": 0.77625, "loss_cls": 4.3259, "loss": 4.3259, "time": 0.59091} +{"mode": "train", "epoch": 133, "iter": 1500, "lr": 0.00336, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.52906, "top5_acc": 0.78312, "loss_cls": 4.31936, "loss": 4.31936, "time": 0.59518} +{"mode": "train", "epoch": 133, "iter": 1600, "lr": 0.00335, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.51922, "top5_acc": 0.77578, "loss_cls": 4.33727, "loss": 4.33727, "time": 0.59258} +{"mode": "train", "epoch": 133, "iter": 1700, "lr": 0.00334, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.51828, "top5_acc": 0.76953, "loss_cls": 4.37721, "loss": 4.37721, "time": 0.5902} +{"mode": "train", "epoch": 133, "iter": 1800, "lr": 0.00333, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53641, "top5_acc": 0.78125, "loss_cls": 4.31596, "loss": 4.31596, "time": 0.59101} +{"mode": "train", "epoch": 133, "iter": 1900, "lr": 0.00332, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.53062, "top5_acc": 0.77719, "loss_cls": 4.30808, "loss": 4.30808, "time": 0.59434} +{"mode": "train", "epoch": 133, "iter": 2000, "lr": 0.00331, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52375, "top5_acc": 0.78219, "loss_cls": 4.31103, "loss": 4.31103, "time": 0.58976} +{"mode": "train", "epoch": 133, "iter": 2100, "lr": 0.0033, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53562, "top5_acc": 0.78422, "loss_cls": 4.30485, "loss": 4.30485, "time": 0.59077} +{"mode": "train", "epoch": 133, "iter": 2200, "lr": 0.00329, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.52078, "top5_acc": 0.76875, "loss_cls": 4.38022, "loss": 4.38022, "time": 0.59315} +{"mode": "train", "epoch": 133, "iter": 2300, "lr": 0.00328, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.51297, "top5_acc": 0.7675, "loss_cls": 4.39392, "loss": 4.39392, "time": 0.59523} +{"mode": "train", "epoch": 133, "iter": 2400, "lr": 0.00327, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51859, "top5_acc": 0.76797, "loss_cls": 4.38131, "loss": 4.38131, "time": 0.59396} +{"mode": "train", "epoch": 133, "iter": 2500, "lr": 0.00326, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.51641, "top5_acc": 0.77438, "loss_cls": 4.37017, "loss": 4.37017, "time": 0.59064} +{"mode": "train", "epoch": 133, "iter": 2600, "lr": 0.00325, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52484, "top5_acc": 0.77547, "loss_cls": 4.34824, "loss": 4.34824, "time": 0.59136} +{"mode": "train", "epoch": 133, "iter": 2700, "lr": 0.00324, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52562, "top5_acc": 0.765, "loss_cls": 4.33562, "loss": 4.33562, "time": 0.58881} +{"mode": "train", "epoch": 133, "iter": 2800, "lr": 0.00323, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.53078, "top5_acc": 0.77922, "loss_cls": 4.31611, "loss": 4.31611, "time": 0.59476} +{"mode": "train", "epoch": 133, "iter": 2900, "lr": 0.00322, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.52359, "top5_acc": 0.77, "loss_cls": 4.3661, "loss": 4.3661, "time": 0.59961} +{"mode": "train", "epoch": 133, "iter": 3000, "lr": 0.00321, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.52672, "top5_acc": 0.77281, "loss_cls": 4.34858, "loss": 4.34858, "time": 0.60037} +{"mode": "train", "epoch": 133, "iter": 3100, "lr": 0.0032, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.52375, "top5_acc": 0.77672, "loss_cls": 4.31232, "loss": 4.31232, "time": 0.59374} +{"mode": "train", "epoch": 133, "iter": 3200, "lr": 0.00319, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51469, "top5_acc": 0.76156, "loss_cls": 4.3909, "loss": 4.3909, "time": 0.59092} +{"mode": "train", "epoch": 133, "iter": 3300, "lr": 0.00318, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52406, "top5_acc": 0.76516, "loss_cls": 4.3549, "loss": 4.3549, "time": 0.59143} +{"mode": "train", "epoch": 133, "iter": 3400, "lr": 0.00317, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52234, "top5_acc": 0.77156, "loss_cls": 4.34265, "loss": 4.34265, "time": 0.58901} +{"mode": "train", "epoch": 133, "iter": 3500, "lr": 0.00316, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52016, "top5_acc": 0.76672, "loss_cls": 4.35917, "loss": 4.35917, "time": 0.59241} +{"mode": "train", "epoch": 133, "iter": 3600, "lr": 0.00315, "memory": 16180, "data_time": 0.0006, "top1_acc": 0.51047, "top5_acc": 0.75609, "loss_cls": 4.41449, "loss": 4.41449, "time": 0.59948} +{"mode": "train", "epoch": 133, "iter": 3700, "lr": 0.00314, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.525, "top5_acc": 0.76656, "loss_cls": 4.3736, "loss": 4.3736, "time": 0.60019} +{"mode": "val", "epoch": 133, "iter": 309, "lr": 0.00314, "top1_acc": 0.43109, "top5_acc": 0.68424, "mean_class_accuracy": 0.43083} +{"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00313, "memory": 16180, "data_time": 1.39999, "top1_acc": 0.54922, "top5_acc": 0.795, "loss_cls": 4.2307, "loss": 4.2307, "time": 2.00038} +{"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00312, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.53516, "top5_acc": 0.78172, "loss_cls": 4.28949, "loss": 4.28949, "time": 0.5979} +{"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00311, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.55625, "top5_acc": 0.79703, "loss_cls": 4.20332, "loss": 4.20332, "time": 0.59989} +{"mode": "train", "epoch": 134, "iter": 400, "lr": 0.0031, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.53797, "top5_acc": 0.7875, "loss_cls": 4.26249, "loss": 4.26249, "time": 0.59633} +{"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00309, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.52859, "top5_acc": 0.78453, "loss_cls": 4.30279, "loss": 4.30279, "time": 0.59234} +{"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00308, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53828, "top5_acc": 0.78922, "loss_cls": 4.26167, "loss": 4.26167, "time": 0.5919} +{"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00307, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53625, "top5_acc": 0.77609, "loss_cls": 4.31052, "loss": 4.31052, "time": 0.59057} +{"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00306, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.54062, "top5_acc": 0.78312, "loss_cls": 4.25649, "loss": 4.25649, "time": 0.59391} +{"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00305, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53422, "top5_acc": 0.78359, "loss_cls": 4.27591, "loss": 4.27591, "time": 0.59214} +{"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00304, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.53625, "top5_acc": 0.78812, "loss_cls": 4.26788, "loss": 4.26788, "time": 0.59198} +{"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00303, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53438, "top5_acc": 0.77969, "loss_cls": 4.30239, "loss": 4.30239, "time": 0.5923} +{"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.00302, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.53562, "top5_acc": 0.78578, "loss_cls": 4.25297, "loss": 4.25297, "time": 0.59292} +{"mode": "train", "epoch": 134, "iter": 1300, "lr": 0.00301, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.54375, "top5_acc": 0.78469, "loss_cls": 4.25754, "loss": 4.25754, "time": 0.59147} +{"mode": "train", "epoch": 134, "iter": 1400, "lr": 0.003, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.53531, "top5_acc": 0.78141, "loss_cls": 4.28913, "loss": 4.28913, "time": 0.5902} +{"mode": "train", "epoch": 134, "iter": 1500, "lr": 0.00299, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.53719, "top5_acc": 0.77688, "loss_cls": 4.29967, "loss": 4.29967, "time": 0.59263} +{"mode": "train", "epoch": 134, "iter": 1600, "lr": 0.00298, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.52797, "top5_acc": 0.77672, "loss_cls": 4.30593, "loss": 4.30593, "time": 0.59} +{"mode": "train", "epoch": 134, "iter": 1700, "lr": 0.00297, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.53484, "top5_acc": 0.78281, "loss_cls": 4.29246, "loss": 4.29246, "time": 0.58985} +{"mode": "train", "epoch": 134, "iter": 1800, "lr": 0.00296, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53125, "top5_acc": 0.78344, "loss_cls": 4.29992, "loss": 4.29992, "time": 0.5904} +{"mode": "train", "epoch": 134, "iter": 1900, "lr": 0.00295, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53703, "top5_acc": 0.77688, "loss_cls": 4.32553, "loss": 4.32553, "time": 0.59394} +{"mode": "train", "epoch": 134, "iter": 2000, "lr": 0.00294, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52625, "top5_acc": 0.77797, "loss_cls": 4.31437, "loss": 4.31437, "time": 0.59162} +{"mode": "train", "epoch": 134, "iter": 2100, "lr": 0.00293, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53828, "top5_acc": 0.77906, "loss_cls": 4.27949, "loss": 4.27949, "time": 0.59258} +{"mode": "train", "epoch": 134, "iter": 2200, "lr": 0.00293, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.53375, "top5_acc": 0.7825, "loss_cls": 4.30789, "loss": 4.30789, "time": 0.59803} +{"mode": "train", "epoch": 134, "iter": 2300, "lr": 0.00292, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52484, "top5_acc": 0.76578, "loss_cls": 4.34787, "loss": 4.34787, "time": 0.59552} +{"mode": "train", "epoch": 134, "iter": 2400, "lr": 0.00291, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.52734, "top5_acc": 0.77891, "loss_cls": 4.31997, "loss": 4.31997, "time": 0.59384} +{"mode": "train", "epoch": 134, "iter": 2500, "lr": 0.0029, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52484, "top5_acc": 0.77953, "loss_cls": 4.32766, "loss": 4.32766, "time": 0.59482} +{"mode": "train", "epoch": 134, "iter": 2600, "lr": 0.00289, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.53469, "top5_acc": 0.76938, "loss_cls": 4.32794, "loss": 4.32794, "time": 0.59672} +{"mode": "train", "epoch": 134, "iter": 2700, "lr": 0.00288, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.53688, "top5_acc": 0.78125, "loss_cls": 4.28506, "loss": 4.28506, "time": 0.58879} +{"mode": "train", "epoch": 134, "iter": 2800, "lr": 0.00287, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52781, "top5_acc": 0.77781, "loss_cls": 4.31417, "loss": 4.31417, "time": 0.59508} +{"mode": "train", "epoch": 134, "iter": 2900, "lr": 0.00286, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.52547, "top5_acc": 0.77531, "loss_cls": 4.32391, "loss": 4.32391, "time": 0.60137} +{"mode": "train", "epoch": 134, "iter": 3000, "lr": 0.00285, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53188, "top5_acc": 0.77828, "loss_cls": 4.3237, "loss": 4.3237, "time": 0.59014} +{"mode": "train", "epoch": 134, "iter": 3100, "lr": 0.00284, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52375, "top5_acc": 0.78391, "loss_cls": 4.30622, "loss": 4.30622, "time": 0.59292} +{"mode": "train", "epoch": 134, "iter": 3200, "lr": 0.00283, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.52234, "top5_acc": 0.77656, "loss_cls": 4.33136, "loss": 4.33136, "time": 0.59699} +{"mode": "train", "epoch": 134, "iter": 3300, "lr": 0.00282, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.52766, "top5_acc": 0.77422, "loss_cls": 4.34188, "loss": 4.34188, "time": 0.59031} +{"mode": "train", "epoch": 134, "iter": 3400, "lr": 0.00281, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54672, "top5_acc": 0.78578, "loss_cls": 4.27712, "loss": 4.27712, "time": 0.59157} +{"mode": "train", "epoch": 134, "iter": 3500, "lr": 0.0028, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.51672, "top5_acc": 0.76516, "loss_cls": 4.38567, "loss": 4.38567, "time": 0.59127} +{"mode": "train", "epoch": 134, "iter": 3600, "lr": 0.00279, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.51906, "top5_acc": 0.77328, "loss_cls": 4.34894, "loss": 4.34894, "time": 0.59391} +{"mode": "train", "epoch": 134, "iter": 3700, "lr": 0.00279, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52781, "top5_acc": 0.77, "loss_cls": 4.33301, "loss": 4.33301, "time": 0.59597} +{"mode": "val", "epoch": 134, "iter": 309, "lr": 0.00278, "top1_acc": 0.42795, "top5_acc": 0.68723, "mean_class_accuracy": 0.42763} +{"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00277, "memory": 16180, "data_time": 1.40435, "top1_acc": 0.55469, "top5_acc": 0.79547, "loss_cls": 4.20581, "loss": 4.20581, "time": 1.99874} +{"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00276, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.55219, "top5_acc": 0.79141, "loss_cls": 4.21695, "loss": 4.21695, "time": 0.59882} +{"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00275, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.55078, "top5_acc": 0.79641, "loss_cls": 4.1945, "loss": 4.1945, "time": 0.59284} +{"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00274, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.53969, "top5_acc": 0.79391, "loss_cls": 4.2336, "loss": 4.2336, "time": 0.59582} +{"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00274, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.555, "top5_acc": 0.79297, "loss_cls": 4.20894, "loss": 4.20894, "time": 0.59276} +{"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00273, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.5325, "top5_acc": 0.79, "loss_cls": 4.26167, "loss": 4.26167, "time": 0.59396} +{"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00272, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.54656, "top5_acc": 0.79641, "loss_cls": 4.24068, "loss": 4.24068, "time": 0.59347} +{"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00271, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54641, "top5_acc": 0.79453, "loss_cls": 4.23369, "loss": 4.23369, "time": 0.59259} +{"mode": "train", "epoch": 135, "iter": 900, "lr": 0.0027, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54438, "top5_acc": 0.79188, "loss_cls": 4.23308, "loss": 4.23308, "time": 0.59537} +{"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00269, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.54937, "top5_acc": 0.79562, "loss_cls": 4.20512, "loss": 4.20512, "time": 0.59039} +{"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00268, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.54656, "top5_acc": 0.80016, "loss_cls": 4.20172, "loss": 4.20172, "time": 0.58925} +{"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00267, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.55016, "top5_acc": 0.7825, "loss_cls": 4.24511, "loss": 4.24511, "time": 0.59082} +{"mode": "train", "epoch": 135, "iter": 1300, "lr": 0.00266, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.54297, "top5_acc": 0.78438, "loss_cls": 4.27347, "loss": 4.27347, "time": 0.59234} +{"mode": "train", "epoch": 135, "iter": 1400, "lr": 0.00265, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.54312, "top5_acc": 0.79109, "loss_cls": 4.24378, "loss": 4.24378, "time": 0.59181} +{"mode": "train", "epoch": 135, "iter": 1500, "lr": 0.00265, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54328, "top5_acc": 0.78469, "loss_cls": 4.26833, "loss": 4.26833, "time": 0.59087} +{"mode": "train", "epoch": 135, "iter": 1600, "lr": 0.00264, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54141, "top5_acc": 0.78484, "loss_cls": 4.26532, "loss": 4.26532, "time": 0.59036} +{"mode": "train", "epoch": 135, "iter": 1700, "lr": 0.00263, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.54141, "top5_acc": 0.78984, "loss_cls": 4.2563, "loss": 4.2563, "time": 0.589} +{"mode": "train", "epoch": 135, "iter": 1800, "lr": 0.00262, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.54797, "top5_acc": 0.78766, "loss_cls": 4.25849, "loss": 4.25849, "time": 0.58761} +{"mode": "train", "epoch": 135, "iter": 1900, "lr": 0.00261, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.53688, "top5_acc": 0.78188, "loss_cls": 4.29192, "loss": 4.29192, "time": 0.58817} +{"mode": "train", "epoch": 135, "iter": 2000, "lr": 0.0026, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.54094, "top5_acc": 0.78453, "loss_cls": 4.27581, "loss": 4.27581, "time": 0.58913} +{"mode": "train", "epoch": 135, "iter": 2100, "lr": 0.00259, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.53688, "top5_acc": 0.78109, "loss_cls": 4.29663, "loss": 4.29663, "time": 0.59126} +{"mode": "train", "epoch": 135, "iter": 2200, "lr": 0.00258, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.53078, "top5_acc": 0.77219, "loss_cls": 4.3345, "loss": 4.3345, "time": 0.59599} +{"mode": "train", "epoch": 135, "iter": 2300, "lr": 0.00257, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.53719, "top5_acc": 0.78797, "loss_cls": 4.29096, "loss": 4.29096, "time": 0.59843} +{"mode": "train", "epoch": 135, "iter": 2400, "lr": 0.00256, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.52906, "top5_acc": 0.78688, "loss_cls": 4.29304, "loss": 4.29304, "time": 0.59456} +{"mode": "train", "epoch": 135, "iter": 2500, "lr": 0.00256, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.55141, "top5_acc": 0.79188, "loss_cls": 4.2453, "loss": 4.2453, "time": 0.59555} +{"mode": "train", "epoch": 135, "iter": 2600, "lr": 0.00255, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54406, "top5_acc": 0.78594, "loss_cls": 4.26023, "loss": 4.26023, "time": 0.59523} +{"mode": "train", "epoch": 135, "iter": 2700, "lr": 0.00254, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53906, "top5_acc": 0.78703, "loss_cls": 4.25641, "loss": 4.25641, "time": 0.59247} +{"mode": "train", "epoch": 135, "iter": 2800, "lr": 0.00253, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54359, "top5_acc": 0.79547, "loss_cls": 4.24272, "loss": 4.24272, "time": 0.59265} +{"mode": "train", "epoch": 135, "iter": 2900, "lr": 0.00252, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.54156, "top5_acc": 0.79094, "loss_cls": 4.25176, "loss": 4.25176, "time": 0.60086} +{"mode": "train", "epoch": 135, "iter": 3000, "lr": 0.00251, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.53938, "top5_acc": 0.78156, "loss_cls": 4.27743, "loss": 4.27743, "time": 0.59085} +{"mode": "train", "epoch": 135, "iter": 3100, "lr": 0.0025, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.53922, "top5_acc": 0.78844, "loss_cls": 4.26481, "loss": 4.26481, "time": 0.59182} +{"mode": "train", "epoch": 135, "iter": 3200, "lr": 0.00249, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.52984, "top5_acc": 0.78641, "loss_cls": 4.30212, "loss": 4.30212, "time": 0.59272} +{"mode": "train", "epoch": 135, "iter": 3300, "lr": 0.00249, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.54516, "top5_acc": 0.78422, "loss_cls": 4.26344, "loss": 4.26344, "time": 0.59134} +{"mode": "train", "epoch": 135, "iter": 3400, "lr": 0.00248, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54438, "top5_acc": 0.79031, "loss_cls": 4.25005, "loss": 4.25005, "time": 0.59181} +{"mode": "train", "epoch": 135, "iter": 3500, "lr": 0.00247, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.52672, "top5_acc": 0.77844, "loss_cls": 4.30673, "loss": 4.30673, "time": 0.59113} +{"mode": "train", "epoch": 135, "iter": 3600, "lr": 0.00246, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.53516, "top5_acc": 0.77734, "loss_cls": 4.30074, "loss": 4.30074, "time": 0.59869} +{"mode": "train", "epoch": 135, "iter": 3700, "lr": 0.00245, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.52844, "top5_acc": 0.77609, "loss_cls": 4.3158, "loss": 4.3158, "time": 0.59936} +{"mode": "val", "epoch": 135, "iter": 309, "lr": 0.00245, "top1_acc": 0.43494, "top5_acc": 0.69285, "mean_class_accuracy": 0.43476} +{"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00244, "memory": 16180, "data_time": 1.39511, "top1_acc": 0.55812, "top5_acc": 0.80375, "loss_cls": 4.17271, "loss": 4.17271, "time": 1.99633} +{"mode": "train", "epoch": 136, "iter": 200, "lr": 0.00243, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.55422, "top5_acc": 0.8, "loss_cls": 4.19702, "loss": 4.19702, "time": 0.59418} +{"mode": "train", "epoch": 136, "iter": 300, "lr": 0.00242, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.56375, "top5_acc": 0.81, "loss_cls": 4.14352, "loss": 4.14352, "time": 0.59433} +{"mode": "train", "epoch": 136, "iter": 400, "lr": 0.00241, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.55922, "top5_acc": 0.80031, "loss_cls": 4.19798, "loss": 4.19798, "time": 0.59354} +{"mode": "train", "epoch": 136, "iter": 500, "lr": 0.0024, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56359, "top5_acc": 0.80109, "loss_cls": 4.18472, "loss": 4.18472, "time": 0.5917} +{"mode": "train", "epoch": 136, "iter": 600, "lr": 0.0024, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.54531, "top5_acc": 0.80219, "loss_cls": 4.21997, "loss": 4.21997, "time": 0.58863} +{"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00239, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.55562, "top5_acc": 0.80188, "loss_cls": 4.18143, "loss": 4.18143, "time": 0.5906} +{"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00238, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54781, "top5_acc": 0.80281, "loss_cls": 4.20522, "loss": 4.20522, "time": 0.59068} +{"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00237, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.54828, "top5_acc": 0.79094, "loss_cls": 4.22724, "loss": 4.22724, "time": 0.59363} +{"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00236, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.55547, "top5_acc": 0.80344, "loss_cls": 4.17691, "loss": 4.17691, "time": 0.59043} +{"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00235, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.55828, "top5_acc": 0.79719, "loss_cls": 4.19413, "loss": 4.19413, "time": 0.59145} +{"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00234, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.55188, "top5_acc": 0.79406, "loss_cls": 4.20171, "loss": 4.20171, "time": 0.58924} +{"mode": "train", "epoch": 136, "iter": 1300, "lr": 0.00234, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.54984, "top5_acc": 0.79734, "loss_cls": 4.1898, "loss": 4.1898, "time": 0.59185} +{"mode": "train", "epoch": 136, "iter": 1400, "lr": 0.00233, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.54937, "top5_acc": 0.79391, "loss_cls": 4.23019, "loss": 4.23019, "time": 0.59254} +{"mode": "train", "epoch": 136, "iter": 1500, "lr": 0.00232, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54688, "top5_acc": 0.78953, "loss_cls": 4.21496, "loss": 4.21496, "time": 0.59102} +{"mode": "train", "epoch": 136, "iter": 1600, "lr": 0.00231, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.54641, "top5_acc": 0.7925, "loss_cls": 4.22239, "loss": 4.22239, "time": 0.58632} +{"mode": "train", "epoch": 136, "iter": 1700, "lr": 0.0023, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.54766, "top5_acc": 0.79359, "loss_cls": 4.20865, "loss": 4.20865, "time": 0.5907} +{"mode": "train", "epoch": 136, "iter": 1800, "lr": 0.00229, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.55297, "top5_acc": 0.79719, "loss_cls": 4.20564, "loss": 4.20564, "time": 0.59358} +{"mode": "train", "epoch": 136, "iter": 1900, "lr": 0.00229, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.54828, "top5_acc": 0.79656, "loss_cls": 4.20854, "loss": 4.20854, "time": 0.59018} +{"mode": "train", "epoch": 136, "iter": 2000, "lr": 0.00228, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.54688, "top5_acc": 0.79672, "loss_cls": 4.21057, "loss": 4.21057, "time": 0.59073} +{"mode": "train", "epoch": 136, "iter": 2100, "lr": 0.00227, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.53578, "top5_acc": 0.79125, "loss_cls": 4.2581, "loss": 4.2581, "time": 0.59034} +{"mode": "train", "epoch": 136, "iter": 2200, "lr": 0.00226, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.54781, "top5_acc": 0.78719, "loss_cls": 4.24593, "loss": 4.24593, "time": 0.59081} +{"mode": "train", "epoch": 136, "iter": 2300, "lr": 0.00225, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.54688, "top5_acc": 0.7975, "loss_cls": 4.2243, "loss": 4.2243, "time": 0.595} +{"mode": "train", "epoch": 136, "iter": 2400, "lr": 0.00224, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.54281, "top5_acc": 0.78344, "loss_cls": 4.25505, "loss": 4.25505, "time": 0.60061} +{"mode": "train", "epoch": 136, "iter": 2500, "lr": 0.00224, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.54203, "top5_acc": 0.78906, "loss_cls": 4.24225, "loss": 4.24225, "time": 0.59341} +{"mode": "train", "epoch": 136, "iter": 2600, "lr": 0.00223, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.54156, "top5_acc": 0.79312, "loss_cls": 4.2476, "loss": 4.2476, "time": 0.59198} +{"mode": "train", "epoch": 136, "iter": 2700, "lr": 0.00222, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.53938, "top5_acc": 0.79203, "loss_cls": 4.26114, "loss": 4.26114, "time": 0.59291} +{"mode": "train", "epoch": 136, "iter": 2800, "lr": 0.00221, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.55812, "top5_acc": 0.78938, "loss_cls": 4.22211, "loss": 4.22211, "time": 0.59436} +{"mode": "train", "epoch": 136, "iter": 2900, "lr": 0.0022, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.54656, "top5_acc": 0.79047, "loss_cls": 4.2426, "loss": 4.2426, "time": 0.60131} +{"mode": "train", "epoch": 136, "iter": 3000, "lr": 0.00219, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53391, "top5_acc": 0.77906, "loss_cls": 4.30274, "loss": 4.30274, "time": 0.59102} +{"mode": "train", "epoch": 136, "iter": 3100, "lr": 0.00219, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.55016, "top5_acc": 0.78969, "loss_cls": 4.24626, "loss": 4.24626, "time": 0.59261} +{"mode": "train", "epoch": 136, "iter": 3200, "lr": 0.00218, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.55094, "top5_acc": 0.78969, "loss_cls": 4.21501, "loss": 4.21501, "time": 0.59506} +{"mode": "train", "epoch": 136, "iter": 3300, "lr": 0.00217, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.55531, "top5_acc": 0.79516, "loss_cls": 4.19851, "loss": 4.19851, "time": 0.59158} +{"mode": "train", "epoch": 136, "iter": 3400, "lr": 0.00216, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.5425, "top5_acc": 0.78953, "loss_cls": 4.25277, "loss": 4.25277, "time": 0.58999} +{"mode": "train", "epoch": 136, "iter": 3500, "lr": 0.00215, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56078, "top5_acc": 0.79078, "loss_cls": 4.20045, "loss": 4.20045, "time": 0.59209} +{"mode": "train", "epoch": 136, "iter": 3600, "lr": 0.00215, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.53859, "top5_acc": 0.78406, "loss_cls": 4.28686, "loss": 4.28686, "time": 0.59545} +{"mode": "train", "epoch": 136, "iter": 3700, "lr": 0.00214, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.55359, "top5_acc": 0.79266, "loss_cls": 4.2192, "loss": 4.2192, "time": 0.60172} +{"mode": "val", "epoch": 136, "iter": 309, "lr": 0.00213, "top1_acc": 0.43671, "top5_acc": 0.69032, "mean_class_accuracy": 0.43639} +{"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00213, "memory": 16180, "data_time": 1.40271, "top1_acc": 0.58656, "top5_acc": 0.80938, "loss_cls": 4.08348, "loss": 4.08348, "time": 2.0032} +{"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00212, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.58781, "top5_acc": 0.81922, "loss_cls": 4.07057, "loss": 4.07057, "time": 0.60144} +{"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00211, "memory": 16180, "data_time": 0.00093, "top1_acc": 0.56219, "top5_acc": 0.805, "loss_cls": 4.17859, "loss": 4.17859, "time": 0.59955} +{"mode": "train", "epoch": 137, "iter": 400, "lr": 0.0021, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.56125, "top5_acc": 0.8075, "loss_cls": 4.15842, "loss": 4.15842, "time": 0.59621} +{"mode": "train", "epoch": 137, "iter": 500, "lr": 0.00209, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.56953, "top5_acc": 0.79797, "loss_cls": 4.18849, "loss": 4.18849, "time": 0.59859} +{"mode": "train", "epoch": 137, "iter": 600, "lr": 0.00209, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.56312, "top5_acc": 0.80672, "loss_cls": 4.16525, "loss": 4.16525, "time": 0.59108} +{"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00208, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57109, "top5_acc": 0.81047, "loss_cls": 4.12673, "loss": 4.12673, "time": 0.59138} +{"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00207, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.56781, "top5_acc": 0.80719, "loss_cls": 4.14934, "loss": 4.14934, "time": 0.58939} +{"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00206, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56375, "top5_acc": 0.80734, "loss_cls": 4.147, "loss": 4.147, "time": 0.58993} +{"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.00205, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.56766, "top5_acc": 0.79969, "loss_cls": 4.15887, "loss": 4.15887, "time": 0.59124} +{"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.00205, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.55078, "top5_acc": 0.80109, "loss_cls": 4.18608, "loss": 4.18608, "time": 0.58998} +{"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.00204, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.57078, "top5_acc": 0.80922, "loss_cls": 4.1373, "loss": 4.1373, "time": 0.58971} +{"mode": "train", "epoch": 137, "iter": 1300, "lr": 0.00203, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.55828, "top5_acc": 0.79781, "loss_cls": 4.21194, "loss": 4.21194, "time": 0.59123} +{"mode": "train", "epoch": 137, "iter": 1400, "lr": 0.00202, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56109, "top5_acc": 0.80281, "loss_cls": 4.18864, "loss": 4.18864, "time": 0.59342} +{"mode": "train", "epoch": 137, "iter": 1500, "lr": 0.00201, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.55625, "top5_acc": 0.80078, "loss_cls": 4.2022, "loss": 4.2022, "time": 0.58908} +{"mode": "train", "epoch": 137, "iter": 1600, "lr": 0.00201, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.5525, "top5_acc": 0.80406, "loss_cls": 4.19506, "loss": 4.19506, "time": 0.59041} +{"mode": "train", "epoch": 137, "iter": 1700, "lr": 0.002, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56172, "top5_acc": 0.80328, "loss_cls": 4.17749, "loss": 4.17749, "time": 0.59286} +{"mode": "train", "epoch": 137, "iter": 1800, "lr": 0.00199, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56375, "top5_acc": 0.80219, "loss_cls": 4.15654, "loss": 4.15654, "time": 0.59451} +{"mode": "train", "epoch": 137, "iter": 1900, "lr": 0.00198, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.55031, "top5_acc": 0.795, "loss_cls": 4.21504, "loss": 4.21504, "time": 0.5924} +{"mode": "train", "epoch": 137, "iter": 2000, "lr": 0.00198, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.55328, "top5_acc": 0.79109, "loss_cls": 4.22626, "loss": 4.22626, "time": 0.58892} +{"mode": "train", "epoch": 137, "iter": 2100, "lr": 0.00197, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.55922, "top5_acc": 0.79703, "loss_cls": 4.19369, "loss": 4.19369, "time": 0.59106} +{"mode": "train", "epoch": 137, "iter": 2200, "lr": 0.00196, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.55703, "top5_acc": 0.80469, "loss_cls": 4.1715, "loss": 4.1715, "time": 0.59047} +{"mode": "train", "epoch": 137, "iter": 2300, "lr": 0.00195, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.55516, "top5_acc": 0.80234, "loss_cls": 4.18788, "loss": 4.18788, "time": 0.59377} +{"mode": "train", "epoch": 137, "iter": 2400, "lr": 0.00194, "memory": 16180, "data_time": 0.0005, "top1_acc": 0.55094, "top5_acc": 0.79766, "loss_cls": 4.18473, "loss": 4.18473, "time": 0.60422} +{"mode": "train", "epoch": 137, "iter": 2500, "lr": 0.00194, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.55625, "top5_acc": 0.79438, "loss_cls": 4.18994, "loss": 4.18994, "time": 0.592} +{"mode": "train", "epoch": 137, "iter": 2600, "lr": 0.00193, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.5625, "top5_acc": 0.81188, "loss_cls": 4.13396, "loss": 4.13396, "time": 0.58904} +{"mode": "train", "epoch": 137, "iter": 2700, "lr": 0.00192, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.55688, "top5_acc": 0.80062, "loss_cls": 4.18337, "loss": 4.18337, "time": 0.59134} +{"mode": "train", "epoch": 137, "iter": 2800, "lr": 0.00191, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.55047, "top5_acc": 0.79328, "loss_cls": 4.22263, "loss": 4.22263, "time": 0.59873} +{"mode": "train", "epoch": 137, "iter": 2900, "lr": 0.00191, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.55094, "top5_acc": 0.79844, "loss_cls": 4.20704, "loss": 4.20704, "time": 0.5995} +{"mode": "train", "epoch": 137, "iter": 3000, "lr": 0.0019, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.55688, "top5_acc": 0.79703, "loss_cls": 4.21313, "loss": 4.21313, "time": 0.59138} +{"mode": "train", "epoch": 137, "iter": 3100, "lr": 0.00189, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56219, "top5_acc": 0.80734, "loss_cls": 4.1678, "loss": 4.1678, "time": 0.59071} +{"mode": "train", "epoch": 137, "iter": 3200, "lr": 0.00188, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.55437, "top5_acc": 0.79578, "loss_cls": 4.21937, "loss": 4.21937, "time": 0.59088} +{"mode": "train", "epoch": 137, "iter": 3300, "lr": 0.00188, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.54266, "top5_acc": 0.80141, "loss_cls": 4.21303, "loss": 4.21303, "time": 0.59059} +{"mode": "train", "epoch": 137, "iter": 3400, "lr": 0.00187, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.5575, "top5_acc": 0.79469, "loss_cls": 4.20343, "loss": 4.20343, "time": 0.58993} +{"mode": "train", "epoch": 137, "iter": 3500, "lr": 0.00186, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56312, "top5_acc": 0.79953, "loss_cls": 4.18462, "loss": 4.18462, "time": 0.58798} +{"mode": "train", "epoch": 137, "iter": 3600, "lr": 0.00185, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.55922, "top5_acc": 0.79891, "loss_cls": 4.19724, "loss": 4.19724, "time": 0.60189} +{"mode": "train", "epoch": 137, "iter": 3700, "lr": 0.00185, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.55156, "top5_acc": 0.80062, "loss_cls": 4.18418, "loss": 4.18418, "time": 0.60032} +{"mode": "val", "epoch": 137, "iter": 309, "lr": 0.00184, "top1_acc": 0.4436, "top5_acc": 0.69549, "mean_class_accuracy": 0.44334} +{"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00183, "memory": 16180, "data_time": 1.42704, "top1_acc": 0.58562, "top5_acc": 0.81172, "loss_cls": 4.09224, "loss": 4.09224, "time": 2.034} +{"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00183, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.57094, "top5_acc": 0.81547, "loss_cls": 4.10765, "loss": 4.10765, "time": 0.60256} +{"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00182, "memory": 16180, "data_time": 0.00051, "top1_acc": 0.58375, "top5_acc": 0.82, "loss_cls": 4.08303, "loss": 4.08303, "time": 0.59794} +{"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00181, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.57859, "top5_acc": 0.80984, "loss_cls": 4.10878, "loss": 4.10878, "time": 0.60143} +{"mode": "train", "epoch": 138, "iter": 500, "lr": 0.0018, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.58016, "top5_acc": 0.81547, "loss_cls": 4.10508, "loss": 4.10508, "time": 0.59338} +{"mode": "train", "epoch": 138, "iter": 600, "lr": 0.0018, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.56734, "top5_acc": 0.81203, "loss_cls": 4.12416, "loss": 4.12416, "time": 0.59389} +{"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00179, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57719, "top5_acc": 0.81172, "loss_cls": 4.09133, "loss": 4.09133, "time": 0.58952} +{"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00178, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57938, "top5_acc": 0.8175, "loss_cls": 4.08594, "loss": 4.08594, "time": 0.59074} +{"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00177, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57531, "top5_acc": 0.81281, "loss_cls": 4.09637, "loss": 4.09637, "time": 0.59121} +{"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00177, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56719, "top5_acc": 0.8125, "loss_cls": 4.10555, "loss": 4.10555, "time": 0.59263} +{"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.00176, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.58734, "top5_acc": 0.82172, "loss_cls": 4.06083, "loss": 4.06083, "time": 0.58869} +{"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.00175, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.56391, "top5_acc": 0.80734, "loss_cls": 4.1503, "loss": 4.1503, "time": 0.59174} +{"mode": "train", "epoch": 138, "iter": 1300, "lr": 0.00175, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.57094, "top5_acc": 0.81078, "loss_cls": 4.12515, "loss": 4.12515, "time": 0.59091} +{"mode": "train", "epoch": 138, "iter": 1400, "lr": 0.00174, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57031, "top5_acc": 0.80562, "loss_cls": 4.12995, "loss": 4.12995, "time": 0.58893} +{"mode": "train", "epoch": 138, "iter": 1500, "lr": 0.00173, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.5625, "top5_acc": 0.79859, "loss_cls": 4.17687, "loss": 4.17687, "time": 0.59059} +{"mode": "train", "epoch": 138, "iter": 1600, "lr": 0.00172, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57969, "top5_acc": 0.81391, "loss_cls": 4.11094, "loss": 4.11094, "time": 0.59123} +{"mode": "train", "epoch": 138, "iter": 1700, "lr": 0.00172, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.55781, "top5_acc": 0.80078, "loss_cls": 4.17785, "loss": 4.17785, "time": 0.58963} +{"mode": "train", "epoch": 138, "iter": 1800, "lr": 0.00171, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.57797, "top5_acc": 0.80234, "loss_cls": 4.14067, "loss": 4.14067, "time": 0.59273} +{"mode": "train", "epoch": 138, "iter": 1900, "lr": 0.0017, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.56734, "top5_acc": 0.80719, "loss_cls": 4.13417, "loss": 4.13417, "time": 0.59256} +{"mode": "train", "epoch": 138, "iter": 2000, "lr": 0.00169, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57359, "top5_acc": 0.81484, "loss_cls": 4.12484, "loss": 4.12484, "time": 0.59125} +{"mode": "train", "epoch": 138, "iter": 2100, "lr": 0.00169, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56109, "top5_acc": 0.80594, "loss_cls": 4.15489, "loss": 4.15489, "time": 0.59166} +{"mode": "train", "epoch": 138, "iter": 2200, "lr": 0.00168, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58172, "top5_acc": 0.80969, "loss_cls": 4.12869, "loss": 4.12869, "time": 0.5927} +{"mode": "train", "epoch": 138, "iter": 2300, "lr": 0.00167, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.56141, "top5_acc": 0.80609, "loss_cls": 4.15814, "loss": 4.15814, "time": 0.58952} +{"mode": "train", "epoch": 138, "iter": 2400, "lr": 0.00167, "memory": 16180, "data_time": 0.00067, "top1_acc": 0.55953, "top5_acc": 0.80422, "loss_cls": 4.17206, "loss": 4.17206, "time": 0.59768} +{"mode": "train", "epoch": 138, "iter": 2500, "lr": 0.00166, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57188, "top5_acc": 0.81281, "loss_cls": 4.12262, "loss": 4.12262, "time": 0.60055} +{"mode": "train", "epoch": 138, "iter": 2600, "lr": 0.00165, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.57516, "top5_acc": 0.81484, "loss_cls": 4.10443, "loss": 4.10443, "time": 0.59207} +{"mode": "train", "epoch": 138, "iter": 2700, "lr": 0.00164, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.56609, "top5_acc": 0.80484, "loss_cls": 4.15528, "loss": 4.15528, "time": 0.59411} +{"mode": "train", "epoch": 138, "iter": 2800, "lr": 0.00164, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.56812, "top5_acc": 0.8025, "loss_cls": 4.16901, "loss": 4.16901, "time": 0.59897} +{"mode": "train", "epoch": 138, "iter": 2900, "lr": 0.00163, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.5625, "top5_acc": 0.81297, "loss_cls": 4.13141, "loss": 4.13141, "time": 0.59533} +{"mode": "train", "epoch": 138, "iter": 3000, "lr": 0.00162, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.55125, "top5_acc": 0.79766, "loss_cls": 4.19817, "loss": 4.19817, "time": 0.58993} +{"mode": "train", "epoch": 138, "iter": 3100, "lr": 0.00162, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57797, "top5_acc": 0.81438, "loss_cls": 4.08324, "loss": 4.08324, "time": 0.59349} +{"mode": "train", "epoch": 138, "iter": 3200, "lr": 0.00161, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.56828, "top5_acc": 0.80453, "loss_cls": 4.13779, "loss": 4.13779, "time": 0.59045} +{"mode": "train", "epoch": 138, "iter": 3300, "lr": 0.0016, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.55453, "top5_acc": 0.80203, "loss_cls": 4.17429, "loss": 4.17429, "time": 0.5941} +{"mode": "train", "epoch": 138, "iter": 3400, "lr": 0.0016, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.56031, "top5_acc": 0.80297, "loss_cls": 4.17686, "loss": 4.17686, "time": 0.59132} +{"mode": "train", "epoch": 138, "iter": 3500, "lr": 0.00159, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.57016, "top5_acc": 0.80797, "loss_cls": 4.1448, "loss": 4.1448, "time": 0.58961} +{"mode": "train", "epoch": 138, "iter": 3600, "lr": 0.00158, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.55906, "top5_acc": 0.79891, "loss_cls": 4.17809, "loss": 4.17809, "time": 0.59799} +{"mode": "train", "epoch": 138, "iter": 3700, "lr": 0.00157, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.5675, "top5_acc": 0.80797, "loss_cls": 4.13102, "loss": 4.13102, "time": 0.5991} +{"mode": "val", "epoch": 138, "iter": 309, "lr": 0.00157, "top1_acc": 0.44345, "top5_acc": 0.69944, "mean_class_accuracy": 0.44329} +{"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00156, "memory": 16180, "data_time": 1.43544, "top1_acc": 0.59109, "top5_acc": 0.81922, "loss_cls": 4.0398, "loss": 4.0398, "time": 2.04225} +{"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00156, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58125, "top5_acc": 0.81391, "loss_cls": 4.08747, "loss": 4.08747, "time": 0.5926} +{"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00155, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.59266, "top5_acc": 0.81984, "loss_cls": 4.02474, "loss": 4.02474, "time": 0.59159} +{"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00154, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58438, "top5_acc": 0.82688, "loss_cls": 4.05704, "loss": 4.05704, "time": 0.59497} +{"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00154, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58281, "top5_acc": 0.81672, "loss_cls": 4.08229, "loss": 4.08229, "time": 0.59001} +{"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00153, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.59859, "top5_acc": 0.83156, "loss_cls": 3.99715, "loss": 3.99715, "time": 0.59044} +{"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00152, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.56844, "top5_acc": 0.81656, "loss_cls": 4.09554, "loss": 4.09554, "time": 0.59011} +{"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00152, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.59188, "top5_acc": 0.81906, "loss_cls": 4.056, "loss": 4.056, "time": 0.58841} +{"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00151, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.58938, "top5_acc": 0.82516, "loss_cls": 4.06597, "loss": 4.06597, "time": 0.59102} +{"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.0015, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57172, "top5_acc": 0.81875, "loss_cls": 4.08504, "loss": 4.08504, "time": 0.58957} +{"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.0015, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.58609, "top5_acc": 0.82078, "loss_cls": 4.06768, "loss": 4.06768, "time": 0.59065} +{"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00149, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57594, "top5_acc": 0.81609, "loss_cls": 4.08582, "loss": 4.08582, "time": 0.59168} +{"mode": "train", "epoch": 139, "iter": 1300, "lr": 0.00148, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.58797, "top5_acc": 0.81844, "loss_cls": 4.08353, "loss": 4.08353, "time": 0.5905} +{"mode": "train", "epoch": 139, "iter": 1400, "lr": 0.00148, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.58812, "top5_acc": 0.81547, "loss_cls": 4.07211, "loss": 4.07211, "time": 0.59241} +{"mode": "train", "epoch": 139, "iter": 1500, "lr": 0.00147, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57828, "top5_acc": 0.81438, "loss_cls": 4.10811, "loss": 4.10811, "time": 0.5882} +{"mode": "train", "epoch": 139, "iter": 1600, "lr": 0.00146, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.58094, "top5_acc": 0.82547, "loss_cls": 4.07534, "loss": 4.07534, "time": 0.59252} +{"mode": "train", "epoch": 139, "iter": 1700, "lr": 0.00145, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57172, "top5_acc": 0.81281, "loss_cls": 4.1074, "loss": 4.1074, "time": 0.59076} +{"mode": "train", "epoch": 139, "iter": 1800, "lr": 0.00145, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57328, "top5_acc": 0.80906, "loss_cls": 4.13914, "loss": 4.13914, "time": 0.59017} +{"mode": "train", "epoch": 139, "iter": 1900, "lr": 0.00144, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.57703, "top5_acc": 0.8175, "loss_cls": 4.0905, "loss": 4.0905, "time": 0.59307} +{"mode": "train", "epoch": 139, "iter": 2000, "lr": 0.00143, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57484, "top5_acc": 0.82688, "loss_cls": 4.07614, "loss": 4.07614, "time": 0.59112} +{"mode": "train", "epoch": 139, "iter": 2100, "lr": 0.00143, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.57891, "top5_acc": 0.82266, "loss_cls": 4.08355, "loss": 4.08355, "time": 0.59049} +{"mode": "train", "epoch": 139, "iter": 2200, "lr": 0.00142, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57281, "top5_acc": 0.80547, "loss_cls": 4.12723, "loss": 4.12723, "time": 0.59126} +{"mode": "train", "epoch": 139, "iter": 2300, "lr": 0.00142, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57609, "top5_acc": 0.81078, "loss_cls": 4.09191, "loss": 4.09191, "time": 0.59122} +{"mode": "train", "epoch": 139, "iter": 2400, "lr": 0.00141, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57578, "top5_acc": 0.81406, "loss_cls": 4.09426, "loss": 4.09426, "time": 0.59537} +{"mode": "train", "epoch": 139, "iter": 2500, "lr": 0.0014, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.58516, "top5_acc": 0.82219, "loss_cls": 4.05504, "loss": 4.05504, "time": 0.60268} +{"mode": "train", "epoch": 139, "iter": 2600, "lr": 0.0014, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.57719, "top5_acc": 0.81469, "loss_cls": 4.09962, "loss": 4.09962, "time": 0.59342} +{"mode": "train", "epoch": 139, "iter": 2700, "lr": 0.00139, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.57953, "top5_acc": 0.81438, "loss_cls": 4.11392, "loss": 4.11392, "time": 0.59408} +{"mode": "train", "epoch": 139, "iter": 2800, "lr": 0.00138, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.58062, "top5_acc": 0.81297, "loss_cls": 4.09101, "loss": 4.09101, "time": 0.59588} +{"mode": "train", "epoch": 139, "iter": 2900, "lr": 0.00138, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.57156, "top5_acc": 0.81078, "loss_cls": 4.11219, "loss": 4.11219, "time": 0.58976} +{"mode": "train", "epoch": 139, "iter": 3000, "lr": 0.00137, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.58016, "top5_acc": 0.81547, "loss_cls": 4.07044, "loss": 4.07044, "time": 0.59469} +{"mode": "train", "epoch": 139, "iter": 3100, "lr": 0.00136, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57734, "top5_acc": 0.80922, "loss_cls": 4.11627, "loss": 4.11627, "time": 0.59641} +{"mode": "train", "epoch": 139, "iter": 3200, "lr": 0.00136, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58688, "top5_acc": 0.81406, "loss_cls": 4.09542, "loss": 4.09542, "time": 0.58919} +{"mode": "train", "epoch": 139, "iter": 3300, "lr": 0.00135, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57453, "top5_acc": 0.80922, "loss_cls": 4.13075, "loss": 4.13075, "time": 0.59283} +{"mode": "train", "epoch": 139, "iter": 3400, "lr": 0.00134, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57484, "top5_acc": 0.81641, "loss_cls": 4.10117, "loss": 4.10117, "time": 0.59134} +{"mode": "train", "epoch": 139, "iter": 3500, "lr": 0.00134, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.57406, "top5_acc": 0.81203, "loss_cls": 4.10913, "loss": 4.10913, "time": 0.59461} +{"mode": "train", "epoch": 139, "iter": 3600, "lr": 0.00133, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.57844, "top5_acc": 0.81484, "loss_cls": 4.11705, "loss": 4.11705, "time": 0.59469} +{"mode": "train", "epoch": 139, "iter": 3700, "lr": 0.00132, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.57641, "top5_acc": 0.815, "loss_cls": 4.10608, "loss": 4.10608, "time": 0.60342} +{"mode": "val", "epoch": 139, "iter": 309, "lr": 0.00132, "top1_acc": 0.44978, "top5_acc": 0.70552, "mean_class_accuracy": 0.44962} +{"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00131, "memory": 16180, "data_time": 1.40754, "top1_acc": 0.58859, "top5_acc": 0.82531, "loss_cls": 4.04192, "loss": 4.04192, "time": 2.01442} +{"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00131, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.59828, "top5_acc": 0.83312, "loss_cls": 3.99964, "loss": 3.99964, "time": 0.60327} +{"mode": "train", "epoch": 140, "iter": 300, "lr": 0.0013, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.59625, "top5_acc": 0.82703, "loss_cls": 4.00973, "loss": 4.00973, "time": 0.59714} +{"mode": "train", "epoch": 140, "iter": 400, "lr": 0.0013, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.60344, "top5_acc": 0.82891, "loss_cls": 3.99957, "loss": 3.99957, "time": 0.59761} +{"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00129, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.59156, "top5_acc": 0.83391, "loss_cls": 3.99721, "loss": 3.99721, "time": 0.59506} +{"mode": "train", "epoch": 140, "iter": 600, "lr": 0.00128, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.59359, "top5_acc": 0.83125, "loss_cls": 4.0112, "loss": 4.0112, "time": 0.59702} +{"mode": "train", "epoch": 140, "iter": 700, "lr": 0.00128, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.58797, "top5_acc": 0.83047, "loss_cls": 4.01409, "loss": 4.01409, "time": 0.59182} +{"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00127, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.58562, "top5_acc": 0.81891, "loss_cls": 4.05698, "loss": 4.05698, "time": 0.59604} +{"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00126, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.59859, "top5_acc": 0.82984, "loss_cls": 4.01815, "loss": 4.01815, "time": 0.59951} +{"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00126, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.58266, "top5_acc": 0.81375, "loss_cls": 4.08179, "loss": 4.08179, "time": 0.59511} +{"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.00125, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.59891, "top5_acc": 0.82906, "loss_cls": 3.99848, "loss": 3.99848, "time": 0.5962} +{"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.00125, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.59609, "top5_acc": 0.82953, "loss_cls": 4.01523, "loss": 4.01523, "time": 0.59341} +{"mode": "train", "epoch": 140, "iter": 1300, "lr": 0.00124, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.58969, "top5_acc": 0.82172, "loss_cls": 4.05609, "loss": 4.05609, "time": 0.59627} +{"mode": "train", "epoch": 140, "iter": 1400, "lr": 0.00123, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.59625, "top5_acc": 0.82609, "loss_cls": 4.01853, "loss": 4.01853, "time": 0.59487} +{"mode": "train", "epoch": 140, "iter": 1500, "lr": 0.00123, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.60375, "top5_acc": 0.83297, "loss_cls": 3.98848, "loss": 3.98848, "time": 0.59362} +{"mode": "train", "epoch": 140, "iter": 1600, "lr": 0.00122, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.58859, "top5_acc": 0.82484, "loss_cls": 4.0501, "loss": 4.0501, "time": 0.59109} +{"mode": "train", "epoch": 140, "iter": 1700, "lr": 0.00121, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.59938, "top5_acc": 0.82406, "loss_cls": 4.02105, "loss": 4.02105, "time": 0.59331} +{"mode": "train", "epoch": 140, "iter": 1800, "lr": 0.00121, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.59031, "top5_acc": 0.82938, "loss_cls": 4.03042, "loss": 4.03042, "time": 0.59248} +{"mode": "train", "epoch": 140, "iter": 1900, "lr": 0.0012, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58906, "top5_acc": 0.82547, "loss_cls": 4.02888, "loss": 4.02888, "time": 0.58865} +{"mode": "train", "epoch": 140, "iter": 2000, "lr": 0.0012, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.60078, "top5_acc": 0.83359, "loss_cls": 3.99873, "loss": 3.99873, "time": 0.5924} +{"mode": "train", "epoch": 140, "iter": 2100, "lr": 0.00119, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.59188, "top5_acc": 0.81891, "loss_cls": 4.05629, "loss": 4.05629, "time": 0.59542} +{"mode": "train", "epoch": 140, "iter": 2200, "lr": 0.00118, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.58828, "top5_acc": 0.81797, "loss_cls": 4.06065, "loss": 4.06065, "time": 0.59275} +{"mode": "train", "epoch": 140, "iter": 2300, "lr": 0.00118, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58969, "top5_acc": 0.82188, "loss_cls": 4.03616, "loss": 4.03616, "time": 0.59462} +{"mode": "train", "epoch": 140, "iter": 2400, "lr": 0.00117, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.58484, "top5_acc": 0.82688, "loss_cls": 4.03676, "loss": 4.03676, "time": 0.5947} +{"mode": "train", "epoch": 140, "iter": 2500, "lr": 0.00117, "memory": 16180, "data_time": 0.00051, "top1_acc": 0.58625, "top5_acc": 0.81766, "loss_cls": 4.06443, "loss": 4.06443, "time": 0.60572} +{"mode": "train", "epoch": 140, "iter": 2600, "lr": 0.00116, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.58281, "top5_acc": 0.82203, "loss_cls": 4.05386, "loss": 4.05386, "time": 0.5976} +{"mode": "train", "epoch": 140, "iter": 2700, "lr": 0.00115, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.59266, "top5_acc": 0.82109, "loss_cls": 4.04695, "loss": 4.04695, "time": 0.59725} +{"mode": "train", "epoch": 140, "iter": 2800, "lr": 0.00115, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.57703, "top5_acc": 0.82312, "loss_cls": 4.0613, "loss": 4.0613, "time": 0.59929} +{"mode": "train", "epoch": 140, "iter": 2900, "lr": 0.00114, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.59641, "top5_acc": 0.82828, "loss_cls": 4.01397, "loss": 4.01397, "time": 0.59705} +{"mode": "train", "epoch": 140, "iter": 3000, "lr": 0.00114, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.58625, "top5_acc": 0.82203, "loss_cls": 4.06638, "loss": 4.06638, "time": 0.59157} +{"mode": "train", "epoch": 140, "iter": 3100, "lr": 0.00113, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58641, "top5_acc": 0.82453, "loss_cls": 4.06475, "loss": 4.06475, "time": 0.59494} +{"mode": "train", "epoch": 140, "iter": 3200, "lr": 0.00112, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.58172, "top5_acc": 0.82031, "loss_cls": 4.06317, "loss": 4.06317, "time": 0.58971} +{"mode": "train", "epoch": 140, "iter": 3300, "lr": 0.00112, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.59672, "top5_acc": 0.82719, "loss_cls": 4.02416, "loss": 4.02416, "time": 0.59423} +{"mode": "train", "epoch": 140, "iter": 3400, "lr": 0.00111, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.57812, "top5_acc": 0.81828, "loss_cls": 4.04843, "loss": 4.04843, "time": 0.59214} +{"mode": "train", "epoch": 140, "iter": 3500, "lr": 0.00111, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.58156, "top5_acc": 0.81734, "loss_cls": 4.07059, "loss": 4.07059, "time": 0.59627} +{"mode": "train", "epoch": 140, "iter": 3600, "lr": 0.0011, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.58781, "top5_acc": 0.82188, "loss_cls": 4.05019, "loss": 4.05019, "time": 0.59652} +{"mode": "train", "epoch": 140, "iter": 3700, "lr": 0.0011, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.59703, "top5_acc": 0.82578, "loss_cls": 4.03943, "loss": 4.03943, "time": 0.59699} +{"mode": "val", "epoch": 140, "iter": 309, "lr": 0.00109, "top1_acc": 0.44811, "top5_acc": 0.70091, "mean_class_accuracy": 0.44786} +{"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00109, "memory": 16180, "data_time": 1.43873, "top1_acc": 0.61047, "top5_acc": 0.84656, "loss_cls": 3.95254, "loss": 3.95254, "time": 2.04959} +{"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00108, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.61062, "top5_acc": 0.84562, "loss_cls": 3.93971, "loss": 3.93971, "time": 0.60238} +{"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00108, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.61094, "top5_acc": 0.83828, "loss_cls": 3.9638, "loss": 3.9638, "time": 0.598} +{"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00107, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.61531, "top5_acc": 0.84, "loss_cls": 3.94284, "loss": 3.94284, "time": 0.59652} +{"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00106, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.62156, "top5_acc": 0.83938, "loss_cls": 3.9372, "loss": 3.9372, "time": 0.59522} +{"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00106, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.61719, "top5_acc": 0.84297, "loss_cls": 3.93863, "loss": 3.93863, "time": 0.59552} +{"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00105, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.60438, "top5_acc": 0.84281, "loss_cls": 3.95327, "loss": 3.95327, "time": 0.59178} +{"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00105, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.60312, "top5_acc": 0.83547, "loss_cls": 3.98704, "loss": 3.98704, "time": 0.58978} +{"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00104, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.60391, "top5_acc": 0.84047, "loss_cls": 3.9502, "loss": 3.9502, "time": 0.59201} +{"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00104, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.59828, "top5_acc": 0.82969, "loss_cls": 4.01445, "loss": 4.01445, "time": 0.5921} +{"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00103, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.59656, "top5_acc": 0.83203, "loss_cls": 4.00354, "loss": 4.00354, "time": 0.5906} +{"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00102, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.59953, "top5_acc": 0.84141, "loss_cls": 3.96963, "loss": 3.96963, "time": 0.59109} +{"mode": "train", "epoch": 141, "iter": 1300, "lr": 0.00102, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.60219, "top5_acc": 0.82781, "loss_cls": 3.99997, "loss": 3.99997, "time": 0.59085} +{"mode": "train", "epoch": 141, "iter": 1400, "lr": 0.00101, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.59578, "top5_acc": 0.83328, "loss_cls": 4.00091, "loss": 4.00091, "time": 0.59458} +{"mode": "train", "epoch": 141, "iter": 1500, "lr": 0.00101, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.59609, "top5_acc": 0.83031, "loss_cls": 3.99671, "loss": 3.99671, "time": 0.59285} +{"mode": "train", "epoch": 141, "iter": 1600, "lr": 0.001, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.59969, "top5_acc": 0.83141, "loss_cls": 3.98187, "loss": 3.98187, "time": 0.59359} +{"mode": "train", "epoch": 141, "iter": 1700, "lr": 0.001, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.59781, "top5_acc": 0.82984, "loss_cls": 3.98608, "loss": 3.98608, "time": 0.59264} +{"mode": "train", "epoch": 141, "iter": 1800, "lr": 0.00099, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.5975, "top5_acc": 0.83266, "loss_cls": 4.00593, "loss": 4.00593, "time": 0.59543} +{"mode": "train", "epoch": 141, "iter": 1900, "lr": 0.00099, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.60906, "top5_acc": 0.83625, "loss_cls": 3.96692, "loss": 3.96692, "time": 0.5949} +{"mode": "train", "epoch": 141, "iter": 2000, "lr": 0.00098, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.60062, "top5_acc": 0.83484, "loss_cls": 3.97151, "loss": 3.97151, "time": 0.59085} +{"mode": "train", "epoch": 141, "iter": 2100, "lr": 0.00097, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.59672, "top5_acc": 0.82375, "loss_cls": 4.02111, "loss": 4.02111, "time": 0.59207} +{"mode": "train", "epoch": 141, "iter": 2200, "lr": 0.00097, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.60391, "top5_acc": 0.82969, "loss_cls": 4.00099, "loss": 4.00099, "time": 0.59775} +{"mode": "train", "epoch": 141, "iter": 2300, "lr": 0.00096, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.59938, "top5_acc": 0.82547, "loss_cls": 4.01473, "loss": 4.01473, "time": 0.59163} +{"mode": "train", "epoch": 141, "iter": 2400, "lr": 0.00096, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.59844, "top5_acc": 0.83453, "loss_cls": 3.98886, "loss": 3.98886, "time": 0.58949} +{"mode": "train", "epoch": 141, "iter": 2500, "lr": 0.00095, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.59516, "top5_acc": 0.83547, "loss_cls": 3.99058, "loss": 3.99058, "time": 0.60214} +{"mode": "train", "epoch": 141, "iter": 2600, "lr": 0.00095, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.60547, "top5_acc": 0.83469, "loss_cls": 3.98374, "loss": 3.98374, "time": 0.60504} +{"mode": "train", "epoch": 141, "iter": 2700, "lr": 0.00094, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.5925, "top5_acc": 0.82969, "loss_cls": 4.00936, "loss": 4.00936, "time": 0.60327} +{"mode": "train", "epoch": 141, "iter": 2800, "lr": 0.00094, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.60656, "top5_acc": 0.83656, "loss_cls": 3.97328, "loss": 3.97328, "time": 0.59413} +{"mode": "train", "epoch": 141, "iter": 2900, "lr": 0.00093, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.595, "top5_acc": 0.82594, "loss_cls": 4.01936, "loss": 4.01936, "time": 0.59621} +{"mode": "train", "epoch": 141, "iter": 3000, "lr": 0.00093, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.59938, "top5_acc": 0.83062, "loss_cls": 3.99448, "loss": 3.99448, "time": 0.59608} +{"mode": "train", "epoch": 141, "iter": 3100, "lr": 0.00092, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.60266, "top5_acc": 0.82391, "loss_cls": 4.0049, "loss": 4.0049, "time": 0.59174} +{"mode": "train", "epoch": 141, "iter": 3200, "lr": 0.00091, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.59609, "top5_acc": 0.83453, "loss_cls": 3.99106, "loss": 3.99106, "time": 0.59253} +{"mode": "train", "epoch": 141, "iter": 3300, "lr": 0.00091, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.59578, "top5_acc": 0.82578, "loss_cls": 4.02929, "loss": 4.02929, "time": 0.59205} +{"mode": "train", "epoch": 141, "iter": 3400, "lr": 0.0009, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.59375, "top5_acc": 0.82406, "loss_cls": 4.03249, "loss": 4.03249, "time": 0.59521} +{"mode": "train", "epoch": 141, "iter": 3500, "lr": 0.0009, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.60156, "top5_acc": 0.83391, "loss_cls": 3.9994, "loss": 3.9994, "time": 0.59308} +{"mode": "train", "epoch": 141, "iter": 3600, "lr": 0.00089, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.59531, "top5_acc": 0.83062, "loss_cls": 4.01492, "loss": 4.01492, "time": 0.59972} +{"mode": "train", "epoch": 141, "iter": 3700, "lr": 0.00089, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.58547, "top5_acc": 0.82062, "loss_cls": 4.04359, "loss": 4.04359, "time": 0.60317} +{"mode": "val", "epoch": 141, "iter": 309, "lr": 0.00089, "top1_acc": 0.45079, "top5_acc": 0.70384, "mean_class_accuracy": 0.45054} +{"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00088, "memory": 16180, "data_time": 1.41714, "top1_acc": 0.61812, "top5_acc": 0.84484, "loss_cls": 3.9079, "loss": 3.9079, "time": 2.02275} +{"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00088, "memory": 16180, "data_time": 0.00069, "top1_acc": 0.62297, "top5_acc": 0.85406, "loss_cls": 3.88286, "loss": 3.88286, "time": 0.61297} +{"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00087, "memory": 16180, "data_time": 0.00101, "top1_acc": 0.61906, "top5_acc": 0.84328, "loss_cls": 3.91313, "loss": 3.91313, "time": 0.63439} +{"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00086, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.61516, "top5_acc": 0.85016, "loss_cls": 3.90791, "loss": 3.90791, "time": 0.59629} +{"mode": "train", "epoch": 142, "iter": 500, "lr": 0.00086, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.62609, "top5_acc": 0.845, "loss_cls": 3.89682, "loss": 3.89682, "time": 0.60347} +{"mode": "train", "epoch": 142, "iter": 600, "lr": 0.00085, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.61891, "top5_acc": 0.84391, "loss_cls": 3.90973, "loss": 3.90973, "time": 0.59838} +{"mode": "train", "epoch": 142, "iter": 700, "lr": 0.00085, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.61141, "top5_acc": 0.84297, "loss_cls": 3.92662, "loss": 3.92662, "time": 0.59402} +{"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00084, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.61125, "top5_acc": 0.84016, "loss_cls": 3.94063, "loss": 3.94063, "time": 0.59436} +{"mode": "train", "epoch": 142, "iter": 900, "lr": 0.00084, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.60266, "top5_acc": 0.83266, "loss_cls": 3.95055, "loss": 3.95055, "time": 0.59133} +{"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.00083, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.62359, "top5_acc": 0.84016, "loss_cls": 3.91451, "loss": 3.91451, "time": 0.59425} +{"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.00083, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.62187, "top5_acc": 0.84734, "loss_cls": 3.90457, "loss": 3.90457, "time": 0.59619} +{"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.00082, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.6075, "top5_acc": 0.84219, "loss_cls": 3.93959, "loss": 3.93959, "time": 0.5933} +{"mode": "train", "epoch": 142, "iter": 1300, "lr": 0.00082, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.60734, "top5_acc": 0.84344, "loss_cls": 3.94077, "loss": 3.94077, "time": 0.5936} +{"mode": "train", "epoch": 142, "iter": 1400, "lr": 0.00081, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.61094, "top5_acc": 0.84172, "loss_cls": 3.94152, "loss": 3.94152, "time": 0.59629} +{"mode": "train", "epoch": 142, "iter": 1500, "lr": 0.00081, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.60969, "top5_acc": 0.84359, "loss_cls": 3.94204, "loss": 3.94204, "time": 0.59194} +{"mode": "train", "epoch": 142, "iter": 1600, "lr": 0.0008, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.60188, "top5_acc": 0.83688, "loss_cls": 3.97967, "loss": 3.97967, "time": 0.59296} +{"mode": "train", "epoch": 142, "iter": 1700, "lr": 0.0008, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.61438, "top5_acc": 0.83766, "loss_cls": 3.94486, "loss": 3.94486, "time": 0.59321} +{"mode": "train", "epoch": 142, "iter": 1800, "lr": 0.00079, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.62313, "top5_acc": 0.84422, "loss_cls": 3.90873, "loss": 3.90873, "time": 0.59491} +{"mode": "train", "epoch": 142, "iter": 1900, "lr": 0.00079, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.61312, "top5_acc": 0.83797, "loss_cls": 3.94203, "loss": 3.94203, "time": 0.59412} +{"mode": "train", "epoch": 142, "iter": 2000, "lr": 0.00078, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.61359, "top5_acc": 0.83719, "loss_cls": 3.94733, "loss": 3.94733, "time": 0.59097} +{"mode": "train", "epoch": 142, "iter": 2100, "lr": 0.00078, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.61594, "top5_acc": 0.83984, "loss_cls": 3.95381, "loss": 3.95381, "time": 0.59075} +{"mode": "train", "epoch": 142, "iter": 2200, "lr": 0.00077, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.61781, "top5_acc": 0.84219, "loss_cls": 3.91836, "loss": 3.91836, "time": 0.59409} +{"mode": "train", "epoch": 142, "iter": 2300, "lr": 0.00077, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.62078, "top5_acc": 0.83953, "loss_cls": 3.93279, "loss": 3.93279, "time": 0.60084} +{"mode": "train", "epoch": 142, "iter": 2400, "lr": 0.00076, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.59844, "top5_acc": 0.83062, "loss_cls": 3.98305, "loss": 3.98305, "time": 0.5944} +{"mode": "train", "epoch": 142, "iter": 2500, "lr": 0.00076, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.60781, "top5_acc": 0.83656, "loss_cls": 3.96601, "loss": 3.96601, "time": 0.59333} +{"mode": "train", "epoch": 142, "iter": 2600, "lr": 0.00075, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.60812, "top5_acc": 0.83484, "loss_cls": 3.97365, "loss": 3.97365, "time": 0.60163} +{"mode": "train", "epoch": 142, "iter": 2700, "lr": 0.00075, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.60484, "top5_acc": 0.82969, "loss_cls": 3.9986, "loss": 3.9986, "time": 0.60434} +{"mode": "train", "epoch": 142, "iter": 2800, "lr": 0.00075, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.63188, "top5_acc": 0.84594, "loss_cls": 3.90419, "loss": 3.90419, "time": 0.59252} +{"mode": "train", "epoch": 142, "iter": 2900, "lr": 0.00074, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.61984, "top5_acc": 0.84422, "loss_cls": 3.91013, "loss": 3.91013, "time": 0.59649} +{"mode": "train", "epoch": 142, "iter": 3000, "lr": 0.00074, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.61562, "top5_acc": 0.84312, "loss_cls": 3.92045, "loss": 3.92045, "time": 0.59377} +{"mode": "train", "epoch": 142, "iter": 3100, "lr": 0.00073, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.60516, "top5_acc": 0.83688, "loss_cls": 3.94516, "loss": 3.94516, "time": 0.59126} +{"mode": "train", "epoch": 142, "iter": 3200, "lr": 0.00073, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.61656, "top5_acc": 0.84031, "loss_cls": 3.95447, "loss": 3.95447, "time": 0.59393} +{"mode": "train", "epoch": 142, "iter": 3300, "lr": 0.00072, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.60297, "top5_acc": 0.83062, "loss_cls": 3.9785, "loss": 3.9785, "time": 0.59252} +{"mode": "train", "epoch": 142, "iter": 3400, "lr": 0.00072, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.61609, "top5_acc": 0.84, "loss_cls": 3.93836, "loss": 3.93836, "time": 0.5923} +{"mode": "train", "epoch": 142, "iter": 3500, "lr": 0.00071, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.60656, "top5_acc": 0.83578, "loss_cls": 3.97275, "loss": 3.97275, "time": 0.59113} +{"mode": "train", "epoch": 142, "iter": 3600, "lr": 0.00071, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.60906, "top5_acc": 0.83828, "loss_cls": 3.97322, "loss": 3.97322, "time": 0.59797} +{"mode": "train", "epoch": 142, "iter": 3700, "lr": 0.0007, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.60891, "top5_acc": 0.83562, "loss_cls": 3.94444, "loss": 3.94444, "time": 0.59819} +{"mode": "val", "epoch": 142, "iter": 309, "lr": 0.0007, "top1_acc": 0.45454, "top5_acc": 0.70648, "mean_class_accuracy": 0.4543} +{"mode": "train", "epoch": 143, "iter": 100, "lr": 0.0007, "memory": 16180, "data_time": 1.3677, "top1_acc": 0.63594, "top5_acc": 0.84859, "loss_cls": 3.88845, "loss": 3.88845, "time": 1.97604} +{"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00069, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.62891, "top5_acc": 0.85672, "loss_cls": 3.85428, "loss": 3.85428, "time": 0.60409} +{"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00069, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.62531, "top5_acc": 0.84844, "loss_cls": 3.89027, "loss": 3.89027, "time": 0.60202} +{"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00068, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.62703, "top5_acc": 0.8525, "loss_cls": 3.88007, "loss": 3.88007, "time": 0.596} +{"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00068, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.63438, "top5_acc": 0.85281, "loss_cls": 3.86328, "loss": 3.86328, "time": 0.59493} +{"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00067, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.61859, "top5_acc": 0.85203, "loss_cls": 3.89113, "loss": 3.89113, "time": 0.59355} +{"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00067, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.62562, "top5_acc": 0.84953, "loss_cls": 3.87449, "loss": 3.87449, "time": 0.5921} +{"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00066, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.63672, "top5_acc": 0.85047, "loss_cls": 3.85502, "loss": 3.85502, "time": 0.5918} +{"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00066, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.62672, "top5_acc": 0.84656, "loss_cls": 3.896, "loss": 3.896, "time": 0.59162} +{"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00065, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.62438, "top5_acc": 0.85016, "loss_cls": 3.88873, "loss": 3.88873, "time": 0.59083} +{"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00065, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.62875, "top5_acc": 0.84672, "loss_cls": 3.88423, "loss": 3.88423, "time": 0.59347} +{"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00065, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.62703, "top5_acc": 0.84703, "loss_cls": 3.88867, "loss": 3.88867, "time": 0.58963} +{"mode": "train", "epoch": 143, "iter": 1300, "lr": 0.00064, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.62891, "top5_acc": 0.85141, "loss_cls": 3.86593, "loss": 3.86593, "time": 0.59084} +{"mode": "train", "epoch": 143, "iter": 1400, "lr": 0.00064, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.635, "top5_acc": 0.84875, "loss_cls": 3.88591, "loss": 3.88591, "time": 0.59388} +{"mode": "train", "epoch": 143, "iter": 1500, "lr": 0.00063, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.63594, "top5_acc": 0.85016, "loss_cls": 3.8751, "loss": 3.8751, "time": 0.59365} +{"mode": "train", "epoch": 143, "iter": 1600, "lr": 0.00063, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.63188, "top5_acc": 0.85, "loss_cls": 3.88276, "loss": 3.88276, "time": 0.58958} +{"mode": "train", "epoch": 143, "iter": 1700, "lr": 0.00062, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.63062, "top5_acc": 0.85562, "loss_cls": 3.87434, "loss": 3.87434, "time": 0.59267} +{"mode": "train", "epoch": 143, "iter": 1800, "lr": 0.00062, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.62234, "top5_acc": 0.85188, "loss_cls": 3.88665, "loss": 3.88665, "time": 0.59336} +{"mode": "train", "epoch": 143, "iter": 1900, "lr": 0.00061, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.63547, "top5_acc": 0.84516, "loss_cls": 3.88567, "loss": 3.88567, "time": 0.59288} +{"mode": "train", "epoch": 143, "iter": 2000, "lr": 0.00061, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.62391, "top5_acc": 0.85047, "loss_cls": 3.86995, "loss": 3.86995, "time": 0.59066} +{"mode": "train", "epoch": 143, "iter": 2100, "lr": 0.00061, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.61562, "top5_acc": 0.84828, "loss_cls": 3.91138, "loss": 3.91138, "time": 0.59514} +{"mode": "train", "epoch": 143, "iter": 2200, "lr": 0.0006, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.61531, "top5_acc": 0.84719, "loss_cls": 3.92188, "loss": 3.92188, "time": 0.59188} +{"mode": "train", "epoch": 143, "iter": 2300, "lr": 0.0006, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.61484, "top5_acc": 0.84406, "loss_cls": 3.92383, "loss": 3.92383, "time": 0.59416} +{"mode": "train", "epoch": 143, "iter": 2400, "lr": 0.00059, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.62687, "top5_acc": 0.84422, "loss_cls": 3.88752, "loss": 3.88752, "time": 0.59275} +{"mode": "train", "epoch": 143, "iter": 2500, "lr": 0.00059, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.62234, "top5_acc": 0.84234, "loss_cls": 3.90256, "loss": 3.90256, "time": 0.59431} +{"mode": "train", "epoch": 143, "iter": 2600, "lr": 0.00058, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.63062, "top5_acc": 0.85016, "loss_cls": 3.87993, "loss": 3.87993, "time": 0.60403} +{"mode": "train", "epoch": 143, "iter": 2700, "lr": 0.00058, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.62375, "top5_acc": 0.84625, "loss_cls": 3.9001, "loss": 3.9001, "time": 0.61315} +{"mode": "train", "epoch": 143, "iter": 2800, "lr": 0.00058, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.62422, "top5_acc": 0.84703, "loss_cls": 3.90323, "loss": 3.90323, "time": 0.59634} +{"mode": "train", "epoch": 143, "iter": 2900, "lr": 0.00057, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.62344, "top5_acc": 0.84797, "loss_cls": 3.86835, "loss": 3.86835, "time": 0.59553} +{"mode": "train", "epoch": 143, "iter": 3000, "lr": 0.00057, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.61922, "top5_acc": 0.845, "loss_cls": 3.9034, "loss": 3.9034, "time": 0.59548} +{"mode": "train", "epoch": 143, "iter": 3100, "lr": 0.00056, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.61453, "top5_acc": 0.84359, "loss_cls": 3.92531, "loss": 3.92531, "time": 0.58999} +{"mode": "train", "epoch": 143, "iter": 3200, "lr": 0.00056, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.62594, "top5_acc": 0.84922, "loss_cls": 3.88358, "loss": 3.88358, "time": 0.59026} +{"mode": "train", "epoch": 143, "iter": 3300, "lr": 0.00055, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.62094, "top5_acc": 0.83734, "loss_cls": 3.93186, "loss": 3.93186, "time": 0.59156} +{"mode": "train", "epoch": 143, "iter": 3400, "lr": 0.00055, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.61594, "top5_acc": 0.84547, "loss_cls": 3.92699, "loss": 3.92699, "time": 0.59067} +{"mode": "train", "epoch": 143, "iter": 3500, "lr": 0.00055, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.63172, "top5_acc": 0.85484, "loss_cls": 3.87122, "loss": 3.87122, "time": 0.58885} +{"mode": "train", "epoch": 143, "iter": 3600, "lr": 0.00054, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.61984, "top5_acc": 0.84484, "loss_cls": 3.90958, "loss": 3.90958, "time": 0.59675} +{"mode": "train", "epoch": 143, "iter": 3700, "lr": 0.00054, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.60469, "top5_acc": 0.83922, "loss_cls": 3.94418, "loss": 3.94418, "time": 0.59692} +{"mode": "val", "epoch": 143, "iter": 309, "lr": 0.00054, "top1_acc": 0.45535, "top5_acc": 0.70744, "mean_class_accuracy": 0.45511} +{"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00053, "memory": 16180, "data_time": 1.41039, "top1_acc": 0.64766, "top5_acc": 0.86016, "loss_cls": 3.82026, "loss": 3.82026, "time": 2.00886} +{"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00053, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.64812, "top5_acc": 0.86406, "loss_cls": 3.81403, "loss": 3.81403, "time": 0.60481} +{"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00052, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.64266, "top5_acc": 0.85938, "loss_cls": 3.82121, "loss": 3.82121, "time": 0.59374} +{"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00052, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64109, "top5_acc": 0.86031, "loss_cls": 3.81947, "loss": 3.81947, "time": 0.59132} +{"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00052, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.64188, "top5_acc": 0.86172, "loss_cls": 3.81002, "loss": 3.81002, "time": 0.59166} +{"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00051, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64562, "top5_acc": 0.86156, "loss_cls": 3.8034, "loss": 3.8034, "time": 0.59386} +{"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00051, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.63844, "top5_acc": 0.85703, "loss_cls": 3.83206, "loss": 3.83206, "time": 0.59174} +{"mode": "train", "epoch": 144, "iter": 800, "lr": 0.0005, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.62984, "top5_acc": 0.85203, "loss_cls": 3.85858, "loss": 3.85858, "time": 0.58914} +{"mode": "train", "epoch": 144, "iter": 900, "lr": 0.0005, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.6375, "top5_acc": 0.85, "loss_cls": 3.85821, "loss": 3.85821, "time": 0.59451} +{"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.0005, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.64312, "top5_acc": 0.85531, "loss_cls": 3.82959, "loss": 3.82959, "time": 0.5941} +{"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.00049, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64031, "top5_acc": 0.85828, "loss_cls": 3.83145, "loss": 3.83145, "time": 0.59066} +{"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.00049, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.63266, "top5_acc": 0.85156, "loss_cls": 3.85573, "loss": 3.85573, "time": 0.59496} +{"mode": "train", "epoch": 144, "iter": 1300, "lr": 0.00048, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.62859, "top5_acc": 0.85391, "loss_cls": 3.85672, "loss": 3.85672, "time": 0.59201} +{"mode": "train", "epoch": 144, "iter": 1400, "lr": 0.00048, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64359, "top5_acc": 0.85672, "loss_cls": 3.82952, "loss": 3.82952, "time": 0.59423} +{"mode": "train", "epoch": 144, "iter": 1500, "lr": 0.00048, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.64438, "top5_acc": 0.85984, "loss_cls": 3.81426, "loss": 3.81426, "time": 0.59232} +{"mode": "train", "epoch": 144, "iter": 1600, "lr": 0.00047, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.62938, "top5_acc": 0.8575, "loss_cls": 3.837, "loss": 3.837, "time": 0.59002} +{"mode": "train", "epoch": 144, "iter": 1700, "lr": 0.00047, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.63469, "top5_acc": 0.85922, "loss_cls": 3.86717, "loss": 3.86717, "time": 0.5933} +{"mode": "train", "epoch": 144, "iter": 1800, "lr": 0.00047, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.62531, "top5_acc": 0.85312, "loss_cls": 3.86683, "loss": 3.86683, "time": 0.59652} +{"mode": "train", "epoch": 144, "iter": 1900, "lr": 0.00046, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.64109, "top5_acc": 0.85875, "loss_cls": 3.82121, "loss": 3.82121, "time": 0.58978} +{"mode": "train", "epoch": 144, "iter": 2000, "lr": 0.00046, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64266, "top5_acc": 0.85266, "loss_cls": 3.8495, "loss": 3.8495, "time": 0.59182} +{"mode": "train", "epoch": 144, "iter": 2100, "lr": 0.00045, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.63234, "top5_acc": 0.85062, "loss_cls": 3.87646, "loss": 3.87646, "time": 0.58976} +{"mode": "train", "epoch": 144, "iter": 2200, "lr": 0.00045, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.63047, "top5_acc": 0.85406, "loss_cls": 3.86052, "loss": 3.86052, "time": 0.5896} +{"mode": "train", "epoch": 144, "iter": 2300, "lr": 0.00045, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.62703, "top5_acc": 0.84672, "loss_cls": 3.87653, "loss": 3.87653, "time": 0.59125} +{"mode": "train", "epoch": 144, "iter": 2400, "lr": 0.00044, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.6425, "top5_acc": 0.85641, "loss_cls": 3.83707, "loss": 3.83707, "time": 0.59536} +{"mode": "train", "epoch": 144, "iter": 2500, "lr": 0.00044, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.61469, "top5_acc": 0.85156, "loss_cls": 3.88111, "loss": 3.88111, "time": 0.59464} +{"mode": "train", "epoch": 144, "iter": 2600, "lr": 0.00044, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.63547, "top5_acc": 0.85469, "loss_cls": 3.84638, "loss": 3.84638, "time": 0.60026} +{"mode": "train", "epoch": 144, "iter": 2700, "lr": 0.00043, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.63625, "top5_acc": 0.85469, "loss_cls": 3.84412, "loss": 3.84412, "time": 0.60686} +{"mode": "train", "epoch": 144, "iter": 2800, "lr": 0.00043, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.63062, "top5_acc": 0.86031, "loss_cls": 3.85792, "loss": 3.85792, "time": 0.59485} +{"mode": "train", "epoch": 144, "iter": 2900, "lr": 0.00042, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.63203, "top5_acc": 0.85109, "loss_cls": 3.86332, "loss": 3.86332, "time": 0.59331} +{"mode": "train", "epoch": 144, "iter": 3000, "lr": 0.00042, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.63453, "top5_acc": 0.85938, "loss_cls": 3.83723, "loss": 3.83723, "time": 0.59707} +{"mode": "train", "epoch": 144, "iter": 3100, "lr": 0.00042, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64125, "top5_acc": 0.85453, "loss_cls": 3.83576, "loss": 3.83576, "time": 0.5912} +{"mode": "train", "epoch": 144, "iter": 3200, "lr": 0.00041, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.63313, "top5_acc": 0.85422, "loss_cls": 3.85607, "loss": 3.85607, "time": 0.5975} +{"mode": "train", "epoch": 144, "iter": 3300, "lr": 0.00041, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.63844, "top5_acc": 0.85438, "loss_cls": 3.84519, "loss": 3.84519, "time": 0.59261} +{"mode": "train", "epoch": 144, "iter": 3400, "lr": 0.00041, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.62656, "top5_acc": 0.85406, "loss_cls": 3.86249, "loss": 3.86249, "time": 0.59273} +{"mode": "train", "epoch": 144, "iter": 3500, "lr": 0.0004, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.62891, "top5_acc": 0.84734, "loss_cls": 3.88203, "loss": 3.88203, "time": 0.59255} +{"mode": "train", "epoch": 144, "iter": 3600, "lr": 0.0004, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.63531, "top5_acc": 0.85547, "loss_cls": 3.84828, "loss": 3.84828, "time": 0.60029} +{"mode": "train", "epoch": 144, "iter": 3700, "lr": 0.0004, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.62359, "top5_acc": 0.84484, "loss_cls": 3.88824, "loss": 3.88824, "time": 0.60241} +{"mode": "val", "epoch": 144, "iter": 309, "lr": 0.00039, "top1_acc": 0.45864, "top5_acc": 0.71038, "mean_class_accuracy": 0.45836} +{"mode": "train", "epoch": 145, "iter": 100, "lr": 0.00039, "memory": 16180, "data_time": 1.42278, "top1_acc": 0.64141, "top5_acc": 0.86531, "loss_cls": 3.80512, "loss": 3.80512, "time": 2.02011} +{"mode": "train", "epoch": 145, "iter": 200, "lr": 0.00039, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.64609, "top5_acc": 0.8625, "loss_cls": 3.78812, "loss": 3.78812, "time": 0.59811} +{"mode": "train", "epoch": 145, "iter": 300, "lr": 0.00038, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.65281, "top5_acc": 0.8625, "loss_cls": 3.78296, "loss": 3.78296, "time": 0.5951} +{"mode": "train", "epoch": 145, "iter": 400, "lr": 0.00038, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64703, "top5_acc": 0.86188, "loss_cls": 3.78319, "loss": 3.78319, "time": 0.5933} +{"mode": "train", "epoch": 145, "iter": 500, "lr": 0.00038, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.64594, "top5_acc": 0.86125, "loss_cls": 3.80651, "loss": 3.80651, "time": 0.59317} +{"mode": "train", "epoch": 145, "iter": 600, "lr": 0.00037, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.64516, "top5_acc": 0.86672, "loss_cls": 3.7958, "loss": 3.7958, "time": 0.59002} +{"mode": "train", "epoch": 145, "iter": 700, "lr": 0.00037, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.64562, "top5_acc": 0.86438, "loss_cls": 3.79328, "loss": 3.79328, "time": 0.59356} +{"mode": "train", "epoch": 145, "iter": 800, "lr": 0.00037, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65047, "top5_acc": 0.86531, "loss_cls": 3.7883, "loss": 3.7883, "time": 0.59399} +{"mode": "train", "epoch": 145, "iter": 900, "lr": 0.00036, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64719, "top5_acc": 0.86297, "loss_cls": 3.79433, "loss": 3.79433, "time": 0.59641} +{"mode": "train", "epoch": 145, "iter": 1000, "lr": 0.00036, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.64484, "top5_acc": 0.85953, "loss_cls": 3.81692, "loss": 3.81692, "time": 0.5925} +{"mode": "train", "epoch": 145, "iter": 1100, "lr": 0.00036, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65, "top5_acc": 0.86062, "loss_cls": 3.79235, "loss": 3.79235, "time": 0.59411} +{"mode": "train", "epoch": 145, "iter": 1200, "lr": 0.00035, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65016, "top5_acc": 0.86531, "loss_cls": 3.7725, "loss": 3.7725, "time": 0.5949} +{"mode": "train", "epoch": 145, "iter": 1300, "lr": 0.00035, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.64641, "top5_acc": 0.86, "loss_cls": 3.81141, "loss": 3.81141, "time": 0.59214} +{"mode": "train", "epoch": 145, "iter": 1400, "lr": 0.00035, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.63781, "top5_acc": 0.85703, "loss_cls": 3.82046, "loss": 3.82046, "time": 0.59076} +{"mode": "train", "epoch": 145, "iter": 1500, "lr": 0.00034, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64234, "top5_acc": 0.85594, "loss_cls": 3.82244, "loss": 3.82244, "time": 0.59533} +{"mode": "train", "epoch": 145, "iter": 1600, "lr": 0.00034, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64547, "top5_acc": 0.86422, "loss_cls": 3.78477, "loss": 3.78477, "time": 0.5929} +{"mode": "train", "epoch": 145, "iter": 1700, "lr": 0.00034, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.64016, "top5_acc": 0.86391, "loss_cls": 3.78663, "loss": 3.78663, "time": 0.59031} +{"mode": "train", "epoch": 145, "iter": 1800, "lr": 0.00033, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.64047, "top5_acc": 0.85688, "loss_cls": 3.82491, "loss": 3.82491, "time": 0.59354} +{"mode": "train", "epoch": 145, "iter": 1900, "lr": 0.00033, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.64031, "top5_acc": 0.86422, "loss_cls": 3.80881, "loss": 3.80881, "time": 0.59421} +{"mode": "train", "epoch": 145, "iter": 2000, "lr": 0.00033, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.65359, "top5_acc": 0.86188, "loss_cls": 3.77713, "loss": 3.77713, "time": 0.59386} +{"mode": "train", "epoch": 145, "iter": 2100, "lr": 0.00032, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64531, "top5_acc": 0.85922, "loss_cls": 3.81554, "loss": 3.81554, "time": 0.59253} +{"mode": "train", "epoch": 145, "iter": 2200, "lr": 0.00032, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.65125, "top5_acc": 0.86141, "loss_cls": 3.80083, "loss": 3.80083, "time": 0.59278} +{"mode": "train", "epoch": 145, "iter": 2300, "lr": 0.00032, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.65734, "top5_acc": 0.86484, "loss_cls": 3.76071, "loss": 3.76071, "time": 0.5943} +{"mode": "train", "epoch": 145, "iter": 2400, "lr": 0.00031, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65312, "top5_acc": 0.86906, "loss_cls": 3.7763, "loss": 3.7763, "time": 0.59297} +{"mode": "train", "epoch": 145, "iter": 2500, "lr": 0.00031, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.64625, "top5_acc": 0.86594, "loss_cls": 3.7992, "loss": 3.7992, "time": 0.59766} +{"mode": "train", "epoch": 145, "iter": 2600, "lr": 0.00031, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.64469, "top5_acc": 0.86062, "loss_cls": 3.79292, "loss": 3.79292, "time": 0.60928} +{"mode": "train", "epoch": 145, "iter": 2700, "lr": 0.00031, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65328, "top5_acc": 0.86172, "loss_cls": 3.79233, "loss": 3.79233, "time": 0.59912} +{"mode": "train", "epoch": 145, "iter": 2800, "lr": 0.0003, "memory": 16180, "data_time": 0.00051, "top1_acc": 0.64906, "top5_acc": 0.86422, "loss_cls": 3.80884, "loss": 3.80884, "time": 0.59442} +{"mode": "train", "epoch": 145, "iter": 2900, "lr": 0.0003, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.64625, "top5_acc": 0.85844, "loss_cls": 3.82112, "loss": 3.82112, "time": 0.59845} +{"mode": "train", "epoch": 145, "iter": 3000, "lr": 0.0003, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.65922, "top5_acc": 0.86953, "loss_cls": 3.75646, "loss": 3.75646, "time": 0.59823} +{"mode": "train", "epoch": 145, "iter": 3100, "lr": 0.00029, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.63844, "top5_acc": 0.85641, "loss_cls": 3.8333, "loss": 3.8333, "time": 0.59232} +{"mode": "train", "epoch": 145, "iter": 3200, "lr": 0.00029, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.66094, "top5_acc": 0.86781, "loss_cls": 3.75913, "loss": 3.75913, "time": 0.5929} +{"mode": "train", "epoch": 145, "iter": 3300, "lr": 0.00029, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65047, "top5_acc": 0.86328, "loss_cls": 3.78785, "loss": 3.78785, "time": 0.59388} +{"mode": "train", "epoch": 145, "iter": 3400, "lr": 0.00028, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.63797, "top5_acc": 0.85844, "loss_cls": 3.83307, "loss": 3.83307, "time": 0.59173} +{"mode": "train", "epoch": 145, "iter": 3500, "lr": 0.00028, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64047, "top5_acc": 0.85875, "loss_cls": 3.81636, "loss": 3.81636, "time": 0.59478} +{"mode": "train", "epoch": 145, "iter": 3600, "lr": 0.00028, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.62953, "top5_acc": 0.86, "loss_cls": 3.84349, "loss": 3.84349, "time": 0.60194} +{"mode": "train", "epoch": 145, "iter": 3700, "lr": 0.00028, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.64094, "top5_acc": 0.85312, "loss_cls": 3.82394, "loss": 3.82394, "time": 0.59637} +{"mode": "val", "epoch": 145, "iter": 309, "lr": 0.00027, "top1_acc": 0.45682, "top5_acc": 0.7121, "mean_class_accuracy": 0.45662} +{"mode": "train", "epoch": 146, "iter": 100, "lr": 0.00027, "memory": 16180, "data_time": 1.43837, "top1_acc": 0.65719, "top5_acc": 0.86828, "loss_cls": 3.76064, "loss": 3.76064, "time": 2.04026} +{"mode": "train", "epoch": 146, "iter": 200, "lr": 0.00027, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.65422, "top5_acc": 0.86203, "loss_cls": 3.77118, "loss": 3.77118, "time": 0.60197} +{"mode": "train", "epoch": 146, "iter": 300, "lr": 0.00027, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.66375, "top5_acc": 0.87312, "loss_cls": 3.73336, "loss": 3.73336, "time": 0.59688} +{"mode": "train", "epoch": 146, "iter": 400, "lr": 0.00026, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.66641, "top5_acc": 0.87031, "loss_cls": 3.7404, "loss": 3.7404, "time": 0.59613} +{"mode": "train", "epoch": 146, "iter": 500, "lr": 0.00026, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.65844, "top5_acc": 0.87016, "loss_cls": 3.7433, "loss": 3.7433, "time": 0.59604} +{"mode": "train", "epoch": 146, "iter": 600, "lr": 0.00026, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.65688, "top5_acc": 0.86828, "loss_cls": 3.77044, "loss": 3.77044, "time": 0.59194} +{"mode": "train", "epoch": 146, "iter": 700, "lr": 0.00025, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65109, "top5_acc": 0.86859, "loss_cls": 3.74715, "loss": 3.74715, "time": 0.5908} +{"mode": "train", "epoch": 146, "iter": 800, "lr": 0.00025, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67188, "top5_acc": 0.8725, "loss_cls": 3.71654, "loss": 3.71654, "time": 0.59521} +{"mode": "train", "epoch": 146, "iter": 900, "lr": 0.00025, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65734, "top5_acc": 0.87078, "loss_cls": 3.75907, "loss": 3.75907, "time": 0.59303} +{"mode": "train", "epoch": 146, "iter": 1000, "lr": 0.00025, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.65609, "top5_acc": 0.86969, "loss_cls": 3.77007, "loss": 3.77007, "time": 0.59074} +{"mode": "train", "epoch": 146, "iter": 1100, "lr": 0.00024, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66188, "top5_acc": 0.86797, "loss_cls": 3.75542, "loss": 3.75542, "time": 0.59398} +{"mode": "train", "epoch": 146, "iter": 1200, "lr": 0.00024, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.65219, "top5_acc": 0.86719, "loss_cls": 3.77481, "loss": 3.77481, "time": 0.59705} +{"mode": "train", "epoch": 146, "iter": 1300, "lr": 0.00024, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.65859, "top5_acc": 0.87469, "loss_cls": 3.73704, "loss": 3.73704, "time": 0.59362} +{"mode": "train", "epoch": 146, "iter": 1400, "lr": 0.00023, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64875, "top5_acc": 0.86406, "loss_cls": 3.7949, "loss": 3.7949, "time": 0.59259} +{"mode": "train", "epoch": 146, "iter": 1500, "lr": 0.00023, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66141, "top5_acc": 0.87156, "loss_cls": 3.75313, "loss": 3.75313, "time": 0.59588} +{"mode": "train", "epoch": 146, "iter": 1600, "lr": 0.00023, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66078, "top5_acc": 0.85859, "loss_cls": 3.78704, "loss": 3.78704, "time": 0.59138} +{"mode": "train", "epoch": 146, "iter": 1700, "lr": 0.00023, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66078, "top5_acc": 0.86906, "loss_cls": 3.76774, "loss": 3.76774, "time": 0.59371} +{"mode": "train", "epoch": 146, "iter": 1800, "lr": 0.00022, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66188, "top5_acc": 0.86984, "loss_cls": 3.7268, "loss": 3.7268, "time": 0.59295} +{"mode": "train", "epoch": 146, "iter": 1900, "lr": 0.00022, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.65594, "top5_acc": 0.86875, "loss_cls": 3.74938, "loss": 3.74938, "time": 0.59405} +{"mode": "train", "epoch": 146, "iter": 2000, "lr": 0.00022, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.65234, "top5_acc": 0.86797, "loss_cls": 3.76503, "loss": 3.76503, "time": 0.59364} +{"mode": "train", "epoch": 146, "iter": 2100, "lr": 0.00022, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.65531, "top5_acc": 0.86781, "loss_cls": 3.73817, "loss": 3.73817, "time": 0.59355} +{"mode": "train", "epoch": 146, "iter": 2200, "lr": 0.00021, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64594, "top5_acc": 0.86188, "loss_cls": 3.81049, "loss": 3.81049, "time": 0.59117} +{"mode": "train", "epoch": 146, "iter": 2300, "lr": 0.00021, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66688, "top5_acc": 0.86891, "loss_cls": 3.74441, "loss": 3.74441, "time": 0.59195} +{"mode": "train", "epoch": 146, "iter": 2400, "lr": 0.00021, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65234, "top5_acc": 0.86922, "loss_cls": 3.76793, "loss": 3.76793, "time": 0.59402} +{"mode": "train", "epoch": 146, "iter": 2500, "lr": 0.00021, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64906, "top5_acc": 0.86703, "loss_cls": 3.77925, "loss": 3.77925, "time": 0.60192} +{"mode": "train", "epoch": 146, "iter": 2600, "lr": 0.0002, "memory": 16180, "data_time": 0.0005, "top1_acc": 0.66031, "top5_acc": 0.86797, "loss_cls": 3.75793, "loss": 3.75793, "time": 0.60344} +{"mode": "train", "epoch": 146, "iter": 2700, "lr": 0.0002, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.65562, "top5_acc": 0.86266, "loss_cls": 3.76148, "loss": 3.76148, "time": 0.60379} +{"mode": "train", "epoch": 146, "iter": 2800, "lr": 0.0002, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.66125, "top5_acc": 0.86953, "loss_cls": 3.74807, "loss": 3.74807, "time": 0.60496} +{"mode": "train", "epoch": 146, "iter": 2900, "lr": 0.0002, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.64281, "top5_acc": 0.85812, "loss_cls": 3.81273, "loss": 3.81273, "time": 0.60046} +{"mode": "train", "epoch": 146, "iter": 3000, "lr": 0.00019, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.64422, "top5_acc": 0.86453, "loss_cls": 3.78717, "loss": 3.78717, "time": 0.59285} +{"mode": "train", "epoch": 146, "iter": 3100, "lr": 0.00019, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.65094, "top5_acc": 0.86656, "loss_cls": 3.77106, "loss": 3.77106, "time": 0.5941} +{"mode": "train", "epoch": 146, "iter": 3200, "lr": 0.00019, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66047, "top5_acc": 0.87297, "loss_cls": 3.73346, "loss": 3.73346, "time": 0.59066} +{"mode": "train", "epoch": 146, "iter": 3300, "lr": 0.00019, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66328, "top5_acc": 0.86766, "loss_cls": 3.76065, "loss": 3.76065, "time": 0.5922} +{"mode": "train", "epoch": 146, "iter": 3400, "lr": 0.00018, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.64578, "top5_acc": 0.86719, "loss_cls": 3.78453, "loss": 3.78453, "time": 0.59207} +{"mode": "train", "epoch": 146, "iter": 3500, "lr": 0.00018, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.65094, "top5_acc": 0.85812, "loss_cls": 3.79203, "loss": 3.79203, "time": 0.59356} +{"mode": "train", "epoch": 146, "iter": 3600, "lr": 0.00018, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.65047, "top5_acc": 0.86109, "loss_cls": 3.79291, "loss": 3.79291, "time": 0.59806} +{"mode": "train", "epoch": 146, "iter": 3700, "lr": 0.00018, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.65562, "top5_acc": 0.86578, "loss_cls": 3.76776, "loss": 3.76776, "time": 0.60248} +{"mode": "val", "epoch": 146, "iter": 309, "lr": 0.00018, "top1_acc": 0.46057, "top5_acc": 0.7123, "mean_class_accuracy": 0.46035} +{"mode": "train", "epoch": 147, "iter": 100, "lr": 0.00017, "memory": 16180, "data_time": 1.43977, "top1_acc": 0.66953, "top5_acc": 0.87047, "loss_cls": 3.71863, "loss": 3.71863, "time": 2.0414} +{"mode": "train", "epoch": 147, "iter": 200, "lr": 0.00017, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.66688, "top5_acc": 0.87594, "loss_cls": 3.72266, "loss": 3.72266, "time": 0.60195} +{"mode": "train", "epoch": 147, "iter": 300, "lr": 0.00017, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.67531, "top5_acc": 0.87703, "loss_cls": 3.70569, "loss": 3.70569, "time": 0.59136} +{"mode": "train", "epoch": 147, "iter": 400, "lr": 0.00017, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.67922, "top5_acc": 0.87812, "loss_cls": 3.68718, "loss": 3.68718, "time": 0.59693} +{"mode": "train", "epoch": 147, "iter": 500, "lr": 0.00016, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66938, "top5_acc": 0.87766, "loss_cls": 3.71497, "loss": 3.71497, "time": 0.59766} +{"mode": "train", "epoch": 147, "iter": 600, "lr": 0.00016, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.66188, "top5_acc": 0.87594, "loss_cls": 3.72794, "loss": 3.72794, "time": 0.59135} +{"mode": "train", "epoch": 147, "iter": 700, "lr": 0.00016, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66516, "top5_acc": 0.87609, "loss_cls": 3.69916, "loss": 3.69916, "time": 0.59374} +{"mode": "train", "epoch": 147, "iter": 800, "lr": 0.00016, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67172, "top5_acc": 0.87594, "loss_cls": 3.70981, "loss": 3.70981, "time": 0.59066} +{"mode": "train", "epoch": 147, "iter": 900, "lr": 0.00015, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.65828, "top5_acc": 0.86734, "loss_cls": 3.73995, "loss": 3.73995, "time": 0.59323} +{"mode": "train", "epoch": 147, "iter": 1000, "lr": 0.00015, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.65938, "top5_acc": 0.86672, "loss_cls": 3.7459, "loss": 3.7459, "time": 0.60684} +{"mode": "train", "epoch": 147, "iter": 1100, "lr": 0.00015, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66703, "top5_acc": 0.87406, "loss_cls": 3.72568, "loss": 3.72568, "time": 0.59733} +{"mode": "train", "epoch": 147, "iter": 1200, "lr": 0.00015, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66609, "top5_acc": 0.87469, "loss_cls": 3.72258, "loss": 3.72258, "time": 0.59576} +{"mode": "train", "epoch": 147, "iter": 1300, "lr": 0.00015, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66297, "top5_acc": 0.86375, "loss_cls": 3.75106, "loss": 3.75106, "time": 0.598} +{"mode": "train", "epoch": 147, "iter": 1400, "lr": 0.00014, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.67422, "top5_acc": 0.87484, "loss_cls": 3.71208, "loss": 3.71208, "time": 0.59627} +{"mode": "train", "epoch": 147, "iter": 1500, "lr": 0.00014, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.66859, "top5_acc": 0.87516, "loss_cls": 3.72134, "loss": 3.72134, "time": 0.59411} +{"mode": "train", "epoch": 147, "iter": 1600, "lr": 0.00014, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.65453, "top5_acc": 0.86781, "loss_cls": 3.76376, "loss": 3.76376, "time": 0.59508} +{"mode": "train", "epoch": 147, "iter": 1700, "lr": 0.00014, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66156, "top5_acc": 0.87562, "loss_cls": 3.72935, "loss": 3.72935, "time": 0.5938} +{"mode": "train", "epoch": 147, "iter": 1800, "lr": 0.00014, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66438, "top5_acc": 0.87438, "loss_cls": 3.72354, "loss": 3.72354, "time": 0.59358} +{"mode": "train", "epoch": 147, "iter": 1900, "lr": 0.00013, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66, "top5_acc": 0.86953, "loss_cls": 3.72793, "loss": 3.72793, "time": 0.59684} +{"mode": "train", "epoch": 147, "iter": 2000, "lr": 0.00013, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.6575, "top5_acc": 0.86078, "loss_cls": 3.78367, "loss": 3.78367, "time": 0.59418} +{"mode": "train", "epoch": 147, "iter": 2100, "lr": 0.00013, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66266, "top5_acc": 0.87062, "loss_cls": 3.7323, "loss": 3.7323, "time": 0.59153} +{"mode": "train", "epoch": 147, "iter": 2200, "lr": 0.00013, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66734, "top5_acc": 0.87891, "loss_cls": 3.71883, "loss": 3.71883, "time": 0.59279} +{"mode": "train", "epoch": 147, "iter": 2300, "lr": 0.00013, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66391, "top5_acc": 0.87438, "loss_cls": 3.73406, "loss": 3.73406, "time": 0.5929} +{"mode": "train", "epoch": 147, "iter": 2400, "lr": 0.00012, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66016, "top5_acc": 0.86984, "loss_cls": 3.74132, "loss": 3.74132, "time": 0.59294} +{"mode": "train", "epoch": 147, "iter": 2500, "lr": 0.00012, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66234, "top5_acc": 0.8725, "loss_cls": 3.72964, "loss": 3.72964, "time": 0.59658} +{"mode": "train", "epoch": 147, "iter": 2600, "lr": 0.00012, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67266, "top5_acc": 0.87438, "loss_cls": 3.70353, "loss": 3.70353, "time": 0.59951} +{"mode": "train", "epoch": 147, "iter": 2700, "lr": 0.00012, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66594, "top5_acc": 0.87438, "loss_cls": 3.73794, "loss": 3.73794, "time": 0.6003} +{"mode": "train", "epoch": 147, "iter": 2800, "lr": 0.00012, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66812, "top5_acc": 0.87234, "loss_cls": 3.74035, "loss": 3.74035, "time": 0.60082} +{"mode": "train", "epoch": 147, "iter": 2900, "lr": 0.00011, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66562, "top5_acc": 0.8725, "loss_cls": 3.73717, "loss": 3.73717, "time": 0.59781} +{"mode": "train", "epoch": 147, "iter": 3000, "lr": 0.00011, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66438, "top5_acc": 0.86984, "loss_cls": 3.72352, "loss": 3.72352, "time": 0.5974} +{"mode": "train", "epoch": 147, "iter": 3100, "lr": 0.00011, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.65828, "top5_acc": 0.86734, "loss_cls": 3.74375, "loss": 3.74375, "time": 0.59622} +{"mode": "train", "epoch": 147, "iter": 3200, "lr": 0.00011, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.66312, "top5_acc": 0.87422, "loss_cls": 3.73643, "loss": 3.73643, "time": 0.5901} +{"mode": "train", "epoch": 147, "iter": 3300, "lr": 0.00011, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66141, "top5_acc": 0.86891, "loss_cls": 3.73382, "loss": 3.73382, "time": 0.59345} +{"mode": "train", "epoch": 147, "iter": 3400, "lr": 0.0001, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.65375, "top5_acc": 0.87469, "loss_cls": 3.73502, "loss": 3.73502, "time": 0.59124} +{"mode": "train", "epoch": 147, "iter": 3500, "lr": 0.0001, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.65594, "top5_acc": 0.87141, "loss_cls": 3.75625, "loss": 3.75625, "time": 0.59758} +{"mode": "train", "epoch": 147, "iter": 3600, "lr": 0.0001, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.65703, "top5_acc": 0.86938, "loss_cls": 3.75581, "loss": 3.75581, "time": 0.59827} +{"mode": "train", "epoch": 147, "iter": 3700, "lr": 0.0001, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.65516, "top5_acc": 0.86641, "loss_cls": 3.76818, "loss": 3.76818, "time": 0.60281} +{"mode": "val", "epoch": 147, "iter": 309, "lr": 0.0001, "top1_acc": 0.45743, "top5_acc": 0.71109, "mean_class_accuracy": 0.45719} +{"mode": "train", "epoch": 148, "iter": 100, "lr": 0.0001, "memory": 16180, "data_time": 1.44469, "top1_acc": 0.68031, "top5_acc": 0.87875, "loss_cls": 3.69199, "loss": 3.69199, "time": 2.049} +{"mode": "train", "epoch": 148, "iter": 200, "lr": 0.0001, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.66469, "top5_acc": 0.87141, "loss_cls": 3.71632, "loss": 3.71632, "time": 0.60414} +{"mode": "train", "epoch": 148, "iter": 300, "lr": 9e-05, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66531, "top5_acc": 0.87844, "loss_cls": 3.69883, "loss": 3.69883, "time": 0.59517} +{"mode": "train", "epoch": 148, "iter": 400, "lr": 9e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.66219, "top5_acc": 0.87297, "loss_cls": 3.71524, "loss": 3.71524, "time": 0.59373} +{"mode": "train", "epoch": 148, "iter": 500, "lr": 9e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67484, "top5_acc": 0.87609, "loss_cls": 3.70687, "loss": 3.70687, "time": 0.59567} +{"mode": "train", "epoch": 148, "iter": 600, "lr": 9e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67531, "top5_acc": 0.87766, "loss_cls": 3.69967, "loss": 3.69967, "time": 0.59117} +{"mode": "train", "epoch": 148, "iter": 700, "lr": 9e-05, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.6675, "top5_acc": 0.87109, "loss_cls": 3.71381, "loss": 3.71381, "time": 0.59199} +{"mode": "train", "epoch": 148, "iter": 800, "lr": 9e-05, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.67109, "top5_acc": 0.87719, "loss_cls": 3.69837, "loss": 3.69837, "time": 0.59142} +{"mode": "train", "epoch": 148, "iter": 900, "lr": 8e-05, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66562, "top5_acc": 0.87266, "loss_cls": 3.71504, "loss": 3.71504, "time": 0.59374} +{"mode": "train", "epoch": 148, "iter": 1000, "lr": 8e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66859, "top5_acc": 0.87969, "loss_cls": 3.69889, "loss": 3.69889, "time": 0.59482} +{"mode": "train", "epoch": 148, "iter": 1100, "lr": 8e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66984, "top5_acc": 0.87344, "loss_cls": 3.71231, "loss": 3.71231, "time": 0.59495} +{"mode": "train", "epoch": 148, "iter": 1200, "lr": 8e-05, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.66547, "top5_acc": 0.87172, "loss_cls": 3.72169, "loss": 3.72169, "time": 0.59191} +{"mode": "train", "epoch": 148, "iter": 1300, "lr": 8e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67172, "top5_acc": 0.87328, "loss_cls": 3.70098, "loss": 3.70098, "time": 0.59116} +{"mode": "train", "epoch": 148, "iter": 1400, "lr": 8e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67125, "top5_acc": 0.87328, "loss_cls": 3.70669, "loss": 3.70669, "time": 0.58993} +{"mode": "train", "epoch": 148, "iter": 1500, "lr": 7e-05, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.66844, "top5_acc": 0.87516, "loss_cls": 3.71135, "loss": 3.71135, "time": 0.59063} +{"mode": "train", "epoch": 148, "iter": 1600, "lr": 7e-05, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66844, "top5_acc": 0.88, "loss_cls": 3.70303, "loss": 3.70303, "time": 0.59323} +{"mode": "train", "epoch": 148, "iter": 1700, "lr": 7e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66703, "top5_acc": 0.87406, "loss_cls": 3.7403, "loss": 3.7403, "time": 0.59015} +{"mode": "train", "epoch": 148, "iter": 1800, "lr": 7e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.68344, "top5_acc": 0.87734, "loss_cls": 3.67807, "loss": 3.67807, "time": 0.59426} +{"mode": "train", "epoch": 148, "iter": 1900, "lr": 7e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66656, "top5_acc": 0.87312, "loss_cls": 3.70638, "loss": 3.70638, "time": 0.59231} +{"mode": "train", "epoch": 148, "iter": 2000, "lr": 7e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66562, "top5_acc": 0.8725, "loss_cls": 3.73004, "loss": 3.73004, "time": 0.59343} +{"mode": "train", "epoch": 148, "iter": 2100, "lr": 7e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.6675, "top5_acc": 0.87312, "loss_cls": 3.71871, "loss": 3.71871, "time": 0.59358} +{"mode": "train", "epoch": 148, "iter": 2200, "lr": 6e-05, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.66875, "top5_acc": 0.87516, "loss_cls": 3.7009, "loss": 3.7009, "time": 0.5919} +{"mode": "train", "epoch": 148, "iter": 2300, "lr": 6e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67141, "top5_acc": 0.8725, "loss_cls": 3.71022, "loss": 3.71022, "time": 0.59428} +{"mode": "train", "epoch": 148, "iter": 2400, "lr": 6e-05, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.66453, "top5_acc": 0.87844, "loss_cls": 3.71387, "loss": 3.71387, "time": 0.59736} +{"mode": "train", "epoch": 148, "iter": 2500, "lr": 6e-05, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.66188, "top5_acc": 0.87375, "loss_cls": 3.71547, "loss": 3.71547, "time": 0.60008} +{"mode": "train", "epoch": 148, "iter": 2600, "lr": 6e-05, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.6625, "top5_acc": 0.88219, "loss_cls": 3.70828, "loss": 3.70828, "time": 0.60102} +{"mode": "train", "epoch": 148, "iter": 2700, "lr": 6e-05, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.67547, "top5_acc": 0.87578, "loss_cls": 3.69185, "loss": 3.69185, "time": 0.59792} +{"mode": "train", "epoch": 148, "iter": 2800, "lr": 6e-05, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.67172, "top5_acc": 0.87609, "loss_cls": 3.68844, "loss": 3.68844, "time": 0.60113} +{"mode": "train", "epoch": 148, "iter": 2900, "lr": 5e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66859, "top5_acc": 0.87281, "loss_cls": 3.71248, "loss": 3.71248, "time": 0.59663} +{"mode": "train", "epoch": 148, "iter": 3000, "lr": 5e-05, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.66828, "top5_acc": 0.87609, "loss_cls": 3.71386, "loss": 3.71386, "time": 0.59532} +{"mode": "train", "epoch": 148, "iter": 3100, "lr": 5e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.66547, "top5_acc": 0.87875, "loss_cls": 3.71048, "loss": 3.71048, "time": 0.59656} +{"mode": "train", "epoch": 148, "iter": 3200, "lr": 5e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.67406, "top5_acc": 0.87953, "loss_cls": 3.66958, "loss": 3.66958, "time": 0.59338} +{"mode": "train", "epoch": 148, "iter": 3300, "lr": 5e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67219, "top5_acc": 0.87422, "loss_cls": 3.70674, "loss": 3.70674, "time": 0.59693} +{"mode": "train", "epoch": 148, "iter": 3400, "lr": 5e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.67531, "top5_acc": 0.88031, "loss_cls": 3.68584, "loss": 3.68584, "time": 0.59428} +{"mode": "train", "epoch": 148, "iter": 3500, "lr": 5e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.66984, "top5_acc": 0.87344, "loss_cls": 3.70195, "loss": 3.70195, "time": 0.59897} +{"mode": "train", "epoch": 148, "iter": 3600, "lr": 5e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66281, "top5_acc": 0.88016, "loss_cls": 3.71058, "loss": 3.71058, "time": 0.59892} +{"mode": "train", "epoch": 148, "iter": 3700, "lr": 4e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67375, "top5_acc": 0.88062, "loss_cls": 3.69011, "loss": 3.69011, "time": 0.6011} +{"mode": "val", "epoch": 148, "iter": 309, "lr": 4e-05, "top1_acc": 0.46047, "top5_acc": 0.71261, "mean_class_accuracy": 0.46023} +{"mode": "train", "epoch": 149, "iter": 100, "lr": 4e-05, "memory": 16180, "data_time": 1.45135, "top1_acc": 0.68969, "top5_acc": 0.88234, "loss_cls": 3.64497, "loss": 3.64497, "time": 2.05673} +{"mode": "train", "epoch": 149, "iter": 200, "lr": 4e-05, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.67031, "top5_acc": 0.88125, "loss_cls": 3.69642, "loss": 3.69642, "time": 0.60285} +{"mode": "train", "epoch": 149, "iter": 300, "lr": 4e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.68094, "top5_acc": 0.88266, "loss_cls": 3.66106, "loss": 3.66106, "time": 0.59727} +{"mode": "train", "epoch": 149, "iter": 400, "lr": 4e-05, "memory": 16180, "data_time": 0.00056, "top1_acc": 0.66906, "top5_acc": 0.875, "loss_cls": 3.71542, "loss": 3.71542, "time": 0.59877} +{"mode": "train", "epoch": 149, "iter": 500, "lr": 4e-05, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.68516, "top5_acc": 0.88219, "loss_cls": 3.6649, "loss": 3.6649, "time": 0.59953} +{"mode": "train", "epoch": 149, "iter": 600, "lr": 4e-05, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.67797, "top5_acc": 0.87938, "loss_cls": 3.69567, "loss": 3.69567, "time": 0.59866} +{"mode": "train", "epoch": 149, "iter": 700, "lr": 4e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67, "top5_acc": 0.87547, "loss_cls": 3.71521, "loss": 3.71521, "time": 0.59343} +{"mode": "train", "epoch": 149, "iter": 800, "lr": 4e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67156, "top5_acc": 0.87875, "loss_cls": 3.67817, "loss": 3.67817, "time": 0.59264} +{"mode": "train", "epoch": 149, "iter": 900, "lr": 3e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66859, "top5_acc": 0.87938, "loss_cls": 3.70132, "loss": 3.70132, "time": 0.59245} +{"mode": "train", "epoch": 149, "iter": 1000, "lr": 3e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67406, "top5_acc": 0.88141, "loss_cls": 3.69331, "loss": 3.69331, "time": 0.59404} +{"mode": "train", "epoch": 149, "iter": 1100, "lr": 3e-05, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.67375, "top5_acc": 0.88094, "loss_cls": 3.67936, "loss": 3.67936, "time": 0.59715} +{"mode": "train", "epoch": 149, "iter": 1200, "lr": 3e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67703, "top5_acc": 0.875, "loss_cls": 3.67799, "loss": 3.67799, "time": 0.59264} +{"mode": "train", "epoch": 149, "iter": 1300, "lr": 3e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66219, "top5_acc": 0.87188, "loss_cls": 3.72523, "loss": 3.72523, "time": 0.59355} +{"mode": "train", "epoch": 149, "iter": 1400, "lr": 3e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67141, "top5_acc": 0.88422, "loss_cls": 3.70175, "loss": 3.70175, "time": 0.59566} +{"mode": "train", "epoch": 149, "iter": 1500, "lr": 3e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66922, "top5_acc": 0.87906, "loss_cls": 3.6963, "loss": 3.6963, "time": 0.59347} +{"mode": "train", "epoch": 149, "iter": 1600, "lr": 3e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67281, "top5_acc": 0.87094, "loss_cls": 3.72194, "loss": 3.72194, "time": 0.59511} +{"mode": "train", "epoch": 149, "iter": 1700, "lr": 3e-05, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.66859, "top5_acc": 0.87141, "loss_cls": 3.71732, "loss": 3.71732, "time": 0.59712} +{"mode": "train", "epoch": 149, "iter": 1800, "lr": 3e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67906, "top5_acc": 0.87859, "loss_cls": 3.69431, "loss": 3.69431, "time": 0.59484} +{"mode": "train", "epoch": 149, "iter": 1900, "lr": 2e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.675, "top5_acc": 0.87328, "loss_cls": 3.70138, "loss": 3.70138, "time": 0.59308} +{"mode": "train", "epoch": 149, "iter": 2000, "lr": 2e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.68156, "top5_acc": 0.87781, "loss_cls": 3.67742, "loss": 3.67742, "time": 0.59689} +{"mode": "train", "epoch": 149, "iter": 2100, "lr": 2e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67688, "top5_acc": 0.8825, "loss_cls": 3.6648, "loss": 3.6648, "time": 0.59569} +{"mode": "train", "epoch": 149, "iter": 2200, "lr": 2e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.68266, "top5_acc": 0.87875, "loss_cls": 3.68759, "loss": 3.68759, "time": 0.59741} +{"mode": "train", "epoch": 149, "iter": 2300, "lr": 2e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66656, "top5_acc": 0.87375, "loss_cls": 3.70101, "loss": 3.70101, "time": 0.5959} +{"mode": "train", "epoch": 149, "iter": 2400, "lr": 2e-05, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.68516, "top5_acc": 0.88812, "loss_cls": 3.64592, "loss": 3.64592, "time": 0.59847} +{"mode": "train", "epoch": 149, "iter": 2500, "lr": 2e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.66688, "top5_acc": 0.87844, "loss_cls": 3.69479, "loss": 3.69479, "time": 0.60545} +{"mode": "train", "epoch": 149, "iter": 2600, "lr": 2e-05, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.67031, "top5_acc": 0.87328, "loss_cls": 3.69501, "loss": 3.69501, "time": 0.59538} +{"mode": "train", "epoch": 149, "iter": 2700, "lr": 2e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67281, "top5_acc": 0.87656, "loss_cls": 3.68302, "loss": 3.68302, "time": 0.59558} +{"mode": "train", "epoch": 149, "iter": 2800, "lr": 2e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.68031, "top5_acc": 0.87906, "loss_cls": 3.66933, "loss": 3.66933, "time": 0.59864} +{"mode": "train", "epoch": 149, "iter": 2900, "lr": 2e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.68359, "top5_acc": 0.88078, "loss_cls": 3.67265, "loss": 3.67265, "time": 0.59885} +{"mode": "train", "epoch": 149, "iter": 3000, "lr": 2e-05, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.67344, "top5_acc": 0.8825, "loss_cls": 3.67111, "loss": 3.67111, "time": 0.59606} +{"mode": "train", "epoch": 149, "iter": 3100, "lr": 2e-05, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.67391, "top5_acc": 0.88344, "loss_cls": 3.69046, "loss": 3.69046, "time": 0.59486} +{"mode": "train", "epoch": 149, "iter": 3200, "lr": 1e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.6725, "top5_acc": 0.87156, "loss_cls": 3.70803, "loss": 3.70803, "time": 0.59567} +{"mode": "train", "epoch": 149, "iter": 3300, "lr": 1e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.68359, "top5_acc": 0.88156, "loss_cls": 3.6706, "loss": 3.6706, "time": 0.59372} +{"mode": "train", "epoch": 149, "iter": 3400, "lr": 1e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67969, "top5_acc": 0.88391, "loss_cls": 3.66959, "loss": 3.66959, "time": 0.59359} +{"mode": "train", "epoch": 149, "iter": 3500, "lr": 1e-05, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67812, "top5_acc": 0.87531, "loss_cls": 3.69485, "loss": 3.69485, "time": 0.59662} +{"mode": "train", "epoch": 149, "iter": 3600, "lr": 1e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67234, "top5_acc": 0.88266, "loss_cls": 3.68599, "loss": 3.68599, "time": 0.60426} +{"mode": "train", "epoch": 149, "iter": 3700, "lr": 1e-05, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.66828, "top5_acc": 0.87234, "loss_cls": 3.71306, "loss": 3.71306, "time": 0.59535} +{"mode": "val", "epoch": 149, "iter": 309, "lr": 1e-05, "top1_acc": 0.45986, "top5_acc": 0.71225, "mean_class_accuracy": 0.4596} +{"mode": "train", "epoch": 150, "iter": 100, "lr": 1e-05, "memory": 16180, "data_time": 1.44332, "top1_acc": 0.67734, "top5_acc": 0.88125, "loss_cls": 3.68332, "loss": 3.68332, "time": 2.05352} +{"mode": "train", "epoch": 150, "iter": 200, "lr": 1e-05, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.68281, "top5_acc": 0.88297, "loss_cls": 3.65574, "loss": 3.65574, "time": 0.60544} +{"mode": "train", "epoch": 150, "iter": 300, "lr": 1e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.67484, "top5_acc": 0.87594, "loss_cls": 3.68806, "loss": 3.68806, "time": 0.59879} +{"mode": "train", "epoch": 150, "iter": 400, "lr": 1e-05, "memory": 16180, "data_time": 0.0006, "top1_acc": 0.67375, "top5_acc": 0.87609, "loss_cls": 3.70873, "loss": 3.70873, "time": 0.60136} +{"mode": "train", "epoch": 150, "iter": 500, "lr": 1e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.67797, "top5_acc": 0.885, "loss_cls": 3.67312, "loss": 3.67312, "time": 0.59989} +{"mode": "train", "epoch": 150, "iter": 600, "lr": 1e-05, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.68219, "top5_acc": 0.88234, "loss_cls": 3.66412, "loss": 3.66412, "time": 0.59841} +{"mode": "train", "epoch": 150, "iter": 700, "lr": 1e-05, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.67766, "top5_acc": 0.87766, "loss_cls": 3.69415, "loss": 3.69415, "time": 0.59951} +{"mode": "train", "epoch": 150, "iter": 800, "lr": 1e-05, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.67766, "top5_acc": 0.88219, "loss_cls": 3.67662, "loss": 3.67662, "time": 0.60355} +{"mode": "train", "epoch": 150, "iter": 900, "lr": 1e-05, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.67594, "top5_acc": 0.87953, "loss_cls": 3.67673, "loss": 3.67673, "time": 0.59581} +{"mode": "train", "epoch": 150, "iter": 1000, "lr": 1e-05, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.67625, "top5_acc": 0.88375, "loss_cls": 3.67572, "loss": 3.67572, "time": 0.59964} +{"mode": "train", "epoch": 150, "iter": 1100, "lr": 1e-05, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.68562, "top5_acc": 0.88219, "loss_cls": 3.65382, "loss": 3.65382, "time": 0.59752} +{"mode": "train", "epoch": 150, "iter": 1200, "lr": 1e-05, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67688, "top5_acc": 0.87922, "loss_cls": 3.69024, "loss": 3.69024, "time": 0.59556} +{"mode": "train", "epoch": 150, "iter": 1300, "lr": 0.0, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.67641, "top5_acc": 0.88469, "loss_cls": 3.6859, "loss": 3.6859, "time": 0.60076} +{"mode": "train", "epoch": 150, "iter": 1400, "lr": 0.0, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.68688, "top5_acc": 0.88156, "loss_cls": 3.65847, "loss": 3.65847, "time": 0.60656} +{"mode": "train", "epoch": 150, "iter": 1500, "lr": 0.0, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.67047, "top5_acc": 0.87891, "loss_cls": 3.68585, "loss": 3.68585, "time": 0.60503} +{"mode": "train", "epoch": 150, "iter": 1600, "lr": 0.0, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.66812, "top5_acc": 0.87844, "loss_cls": 3.71266, "loss": 3.71266, "time": 0.6015} +{"mode": "train", "epoch": 150, "iter": 1700, "lr": 0.0, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.68453, "top5_acc": 0.88125, "loss_cls": 3.65905, "loss": 3.65905, "time": 0.59631} +{"mode": "train", "epoch": 150, "iter": 1800, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67766, "top5_acc": 0.87578, "loss_cls": 3.68912, "loss": 3.68912, "time": 0.59638} +{"mode": "train", "epoch": 150, "iter": 1900, "lr": 0.0, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67859, "top5_acc": 0.88531, "loss_cls": 3.66089, "loss": 3.66089, "time": 0.59575} +{"mode": "train", "epoch": 150, "iter": 2000, "lr": 0.0, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.66812, "top5_acc": 0.87703, "loss_cls": 3.69305, "loss": 3.69305, "time": 0.59572} +{"mode": "train", "epoch": 150, "iter": 2100, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.68125, "top5_acc": 0.87859, "loss_cls": 3.69499, "loss": 3.69499, "time": 0.59508} +{"mode": "train", "epoch": 150, "iter": 2200, "lr": 0.0, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.67562, "top5_acc": 0.8775, "loss_cls": 3.67589, "loss": 3.67589, "time": 0.59345} +{"mode": "train", "epoch": 150, "iter": 2300, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67781, "top5_acc": 0.88156, "loss_cls": 3.67946, "loss": 3.67946, "time": 0.59543} +{"mode": "train", "epoch": 150, "iter": 2400, "lr": 0.0, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67781, "top5_acc": 0.87531, "loss_cls": 3.70223, "loss": 3.70223, "time": 0.59335} +{"mode": "train", "epoch": 150, "iter": 2500, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.68094, "top5_acc": 0.88266, "loss_cls": 3.65594, "loss": 3.65594, "time": 0.59419} +{"mode": "train", "epoch": 150, "iter": 2600, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.675, "top5_acc": 0.87984, "loss_cls": 3.69369, "loss": 3.69369, "time": 0.59433} +{"mode": "train", "epoch": 150, "iter": 2700, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67547, "top5_acc": 0.88281, "loss_cls": 3.66948, "loss": 3.66948, "time": 0.59285} +{"mode": "train", "epoch": 150, "iter": 2800, "lr": 0.0, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.65922, "top5_acc": 0.87531, "loss_cls": 3.72612, "loss": 3.72612, "time": 0.6039} +{"mode": "train", "epoch": 150, "iter": 2900, "lr": 0.0, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.67984, "top5_acc": 0.88547, "loss_cls": 3.66143, "loss": 3.66143, "time": 0.59975} +{"mode": "train", "epoch": 150, "iter": 3000, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67297, "top5_acc": 0.87609, "loss_cls": 3.69385, "loss": 3.69385, "time": 0.59451} +{"mode": "train", "epoch": 150, "iter": 3100, "lr": 0.0, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.67578, "top5_acc": 0.88172, "loss_cls": 3.67084, "loss": 3.67084, "time": 0.59644} +{"mode": "train", "epoch": 150, "iter": 3200, "lr": 0.0, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67812, "top5_acc": 0.87453, "loss_cls": 3.6778, "loss": 3.6778, "time": 0.59837} +{"mode": "train", "epoch": 150, "iter": 3300, "lr": 0.0, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.67484, "top5_acc": 0.87156, "loss_cls": 3.71188, "loss": 3.71188, "time": 0.59378} +{"mode": "train", "epoch": 150, "iter": 3400, "lr": 0.0, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.67859, "top5_acc": 0.87641, "loss_cls": 3.68618, "loss": 3.68618, "time": 0.59467} +{"mode": "train", "epoch": 150, "iter": 3500, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.68594, "top5_acc": 0.87875, "loss_cls": 3.67309, "loss": 3.67309, "time": 0.59488} +{"mode": "train", "epoch": 150, "iter": 3600, "lr": 0.0, "memory": 16180, "data_time": 0.00024, "top1_acc": 0.68406, "top5_acc": 0.88312, "loss_cls": 3.66546, "loss": 3.66546, "time": 0.59137} +{"mode": "train", "epoch": 150, "iter": 3700, "lr": 0.0, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.67812, "top5_acc": 0.87922, "loss_cls": 3.68539, "loss": 3.68539, "time": 0.59374} +{"mode": "val", "epoch": 150, "iter": 309, "lr": 0.0, "top1_acc": 0.45905, "top5_acc": 0.71321, "mean_class_accuracy": 0.4588}