{"pyskl_version": "0.1.0", "config": "modality = 'b'\ngraph = 'coco_new'\nwork_dir = './work_dirs/test_prototype/k400/b_3'\nmodel = dict(\n type='RecognizerGCN_7_1_1',\n backbone=dict(\n type='GCN_7_1_1',\n gcn_ratio=0.125,\n gcn_ctr='T',\n gcn_ada='T',\n tcn_ms_cfg=[(3, 1), (3, 2), (3, 3), (3, 4), ('max', 3), '1x1'],\n graph_cfg=dict(\n layout='coco_new',\n mode='random',\n num_filter=8,\n init_off=0.04,\n init_std=0.02)),\n cls_head=dict(type='SimpleHead_7_4_13', num_classes=400, in_channels=384))\nmemcached = True\nmc_cfg = ('localhost', 22077)\ndataset_type = 'PoseDataset'\nann_file = '/data1/hao.wang/reproducation/hongda.liu/pyskl_data/k400/k400_hrnet.pkl'\nleft_kp = [1, 3, 5, 7, 9, 11, 13, 15]\nright_kp = [2, 4, 6, 8, 10, 12, 14, 16]\nbox_thr = 0.5\nvalid_ratio = 0.0\ntrain_pipeline = [\n dict(type='DecompressPose', squeeze=True),\n dict(type='UniformSampleFrames', clip_len=100),\n dict(type='PoseDecode'),\n dict(\n type='Flip',\n flip_ratio=0.5,\n left_kp=[1, 3, 5, 7, 9, 11, 13, 15],\n right_kp=[2, 4, 6, 8, 10, 12, 14, 16]),\n dict(type='Kinetics_Transform'),\n dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n dict(type='FormatGCNInput', num_person=2),\n dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n dict(type='ToTensor', keys=['keypoint'])\n]\nval_pipeline = [\n dict(type='DecompressPose', squeeze=True),\n dict(type='UniformSampleFrames', clip_len=100, num_clips=1),\n dict(type='PoseDecode'),\n dict(type='Kinetics_Transform'),\n dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n dict(type='FormatGCNInput', num_person=2),\n dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n dict(type='ToTensor', keys=['keypoint'])\n]\ntest_pipeline = [\n dict(type='DecompressPose', squeeze=True),\n dict(type='UniformSampleFrames', clip_len=100, num_clips=10),\n dict(type='PoseDecode'),\n dict(type='Kinetics_Transform'),\n dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n dict(type='FormatGCNInput', num_person=2),\n dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n dict(type='ToTensor', keys=['keypoint'])\n]\ndata = dict(\n videos_per_gpu=64,\n workers_per_gpu=16,\n test_dataloader=dict(videos_per_gpu=1),\n train=dict(\n type='PoseDataset',\n ann_file=\n '/data1/hao.wang/reproducation/hongda.liu/pyskl_data/k400/k400_hrnet.pkl',\n split='train',\n pipeline=[\n dict(type='DecompressPose', squeeze=True),\n dict(type='UniformSampleFrames', clip_len=100),\n dict(type='PoseDecode'),\n dict(\n type='Flip',\n flip_ratio=0.5,\n left_kp=[1, 3, 5, 7, 9, 11, 13, 15],\n right_kp=[2, 4, 6, 8, 10, 12, 14, 16]),\n dict(type='Kinetics_Transform'),\n dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n dict(type='FormatGCNInput', num_person=2),\n dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n dict(type='ToTensor', keys=['keypoint'])\n ],\n box_thr=0.5,\n valid_ratio=0.0,\n memcached=True,\n mc_cfg=('localhost', 22077)),\n val=dict(\n type='PoseDataset',\n ann_file=\n '/data1/hao.wang/reproducation/hongda.liu/pyskl_data/k400/k400_hrnet.pkl',\n split='val',\n pipeline=[\n dict(type='DecompressPose', squeeze=True),\n dict(type='UniformSampleFrames', clip_len=100, num_clips=1),\n dict(type='PoseDecode'),\n dict(type='Kinetics_Transform'),\n dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n dict(type='FormatGCNInput', num_person=2),\n dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n dict(type='ToTensor', keys=['keypoint'])\n ],\n box_thr=0.5,\n memcached=True,\n mc_cfg=('localhost', 22077)),\n test=dict(\n type='PoseDataset',\n ann_file=\n '/data1/hao.wang/reproducation/hongda.liu/pyskl_data/k400/k400_hrnet.pkl',\n split='val',\n pipeline=[\n dict(type='DecompressPose', squeeze=True),\n dict(type='UniformSampleFrames', clip_len=100, num_clips=10),\n dict(type='PoseDecode'),\n dict(type='Kinetics_Transform'),\n dict(type='GenSkeFeat', dataset='coco_new', feats=['b']),\n dict(type='FormatGCNInput', num_person=2),\n dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]),\n dict(type='ToTensor', keys=['keypoint'])\n ],\n box_thr=0.5,\n memcached=True,\n mc_cfg=('localhost', 22077)))\noptimizer = dict(\n type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0005, nesterov=True)\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(policy='CosineAnnealing', min_lr=0, by_epoch=False)\ntotal_epochs = 150\ncheckpoint_config = dict(interval=1)\nevaluation = dict(\n interval=1, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5))\nlog_config = dict(interval=100, hooks=[dict(type='TextLoggerHook')])\ndist_params = dict(backend='nccl')\ngpu_ids = range(0, 1)\nseed = 2110361153\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": 2110361153, "config_name": "b_3.py", "work_dir": "b_3", "hook_msgs": {"last_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/b_3/epoch_77.pth", "best_score": 0.2537608266220939, "best_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/b_3/best_top1_acc_epoch_66.pth"}, "epoch": 78, "iter": 292188, "mmcv_version": "1.5.0", "time": "Sun Dec 31 15:52:01 2023"} {"mode": "train", "epoch": 79, "iter": 100, "lr": 0.04683, "memory": 16177, "data_time": 1.35399, "top1_acc": 0.33031, "top5_acc": 0.59734, "loss_cls": 6.78789, "loss": 6.78789, "time": 1.96486} {"mode": "train", "epoch": 79, "iter": 200, "lr": 0.0468, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32828, "top5_acc": 0.59484, "loss_cls": 7.4493, "loss": 7.4493, "time": 0.59259} {"mode": "train", "epoch": 79, "iter": 300, "lr": 0.04678, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32969, "top5_acc": 0.58781, "loss_cls": 7.73644, "loss": 7.73644, "time": 0.59143} {"mode": "train", "epoch": 79, "iter": 400, "lr": 0.04675, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33875, "top5_acc": 0.59141, "loss_cls": 7.46813, "loss": 7.46813, "time": 0.59272} {"mode": "train", "epoch": 79, "iter": 500, "lr": 0.04672, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32141, "top5_acc": 0.58547, "loss_cls": 7.27889, "loss": 7.27889, "time": 0.59392} {"mode": "train", "epoch": 79, "iter": 600, "lr": 0.04669, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33594, "top5_acc": 0.59688, "loss_cls": 7.04707, "loss": 7.04707, "time": 0.59052} {"mode": "train", "epoch": 79, "iter": 700, "lr": 0.04667, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.33547, "top5_acc": 0.58953, "loss_cls": 7.01216, "loss": 7.01216, "time": 0.5936} {"mode": "train", "epoch": 79, "iter": 800, "lr": 0.04664, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33406, "top5_acc": 0.58766, "loss_cls": 6.96725, "loss": 6.96725, "time": 0.59559} {"mode": "train", "epoch": 79, "iter": 900, "lr": 0.04661, "memory": 16177, "data_time": 0.00034, "top1_acc": 0.33156, "top5_acc": 0.585, "loss_cls": 6.93855, "loss": 6.93855, "time": 0.59542} {"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.04658, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33, "top5_acc": 0.58016, "loss_cls": 6.95222, "loss": 6.95222, "time": 0.59519} {"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.04655, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33344, "top5_acc": 0.59391, "loss_cls": 6.83138, "loss": 6.83138, "time": 0.59221} {"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.04653, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.3375, "top5_acc": 0.59281, "loss_cls": 6.80423, "loss": 6.80423, "time": 0.59058} {"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.0465, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32641, "top5_acc": 0.58562, "loss_cls": 6.79864, "loss": 6.79864, "time": 0.59237} {"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.04647, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.31797, "top5_acc": 0.57703, "loss_cls": 6.86881, "loss": 6.86881, "time": 0.59189} {"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.04644, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33312, "top5_acc": 0.58125, "loss_cls": 6.8024, "loss": 6.8024, "time": 0.59099} {"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.04641, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32641, "top5_acc": 0.58797, "loss_cls": 6.80056, "loss": 6.80056, "time": 0.59074} {"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.04639, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33016, "top5_acc": 0.59281, "loss_cls": 6.74181, "loss": 6.74181, "time": 0.59269} {"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.04636, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.31719, "top5_acc": 0.58438, "loss_cls": 6.82379, "loss": 6.82379, "time": 0.59112} {"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.04633, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.33078, "top5_acc": 0.58484, "loss_cls": 6.77409, "loss": 6.77409, "time": 0.58992} {"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.0463, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33891, "top5_acc": 0.59531, "loss_cls": 6.68443, "loss": 6.68443, "time": 0.59312} {"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.04628, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32906, "top5_acc": 0.57781, "loss_cls": 6.77493, "loss": 6.77493, "time": 0.59307} {"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.04625, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32656, "top5_acc": 0.58656, "loss_cls": 6.7807, "loss": 6.7807, "time": 0.59601} {"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.04622, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31891, "top5_acc": 0.57344, "loss_cls": 6.77875, "loss": 6.77875, "time": 0.59285} {"mode": "train", "epoch": 79, "iter": 2400, "lr": 0.04619, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32969, "top5_acc": 0.58453, "loss_cls": 6.73343, "loss": 6.73343, "time": 0.59578} {"mode": "train", "epoch": 79, "iter": 2500, "lr": 0.04616, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33562, "top5_acc": 0.59562, "loss_cls": 6.68104, "loss": 6.68104, "time": 0.59216} {"mode": "train", "epoch": 79, "iter": 2600, "lr": 0.04614, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.32078, "top5_acc": 0.58, "loss_cls": 6.74965, "loss": 6.74965, "time": 0.59015} {"mode": "train", "epoch": 79, "iter": 2700, "lr": 0.04611, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32234, "top5_acc": 0.57516, "loss_cls": 6.75776, "loss": 6.75776, "time": 0.58958} {"mode": "train", "epoch": 79, "iter": 2800, "lr": 0.04608, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32875, "top5_acc": 0.59125, "loss_cls": 6.70169, "loss": 6.70169, "time": 0.58928} {"mode": "train", "epoch": 79, "iter": 2900, "lr": 0.04605, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32438, "top5_acc": 0.58578, "loss_cls": 6.70408, "loss": 6.70408, "time": 0.59105} {"mode": "train", "epoch": 79, "iter": 3000, "lr": 0.04602, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31469, "top5_acc": 0.57719, "loss_cls": 6.732, "loss": 6.732, "time": 0.59322} {"mode": "train", "epoch": 79, "iter": 3100, "lr": 0.046, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.32453, "top5_acc": 0.57766, "loss_cls": 6.73511, "loss": 6.73511, "time": 0.59794} {"mode": "train", "epoch": 79, "iter": 3200, "lr": 0.04597, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.32453, "top5_acc": 0.57797, "loss_cls": 6.70266, "loss": 6.70266, "time": 0.596} {"mode": "train", "epoch": 79, "iter": 3300, "lr": 0.04594, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.31703, "top5_acc": 0.57125, "loss_cls": 6.76702, "loss": 6.76702, "time": 0.59675} {"mode": "train", "epoch": 79, "iter": 3400, "lr": 0.04591, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32219, "top5_acc": 0.57953, "loss_cls": 6.73272, "loss": 6.73272, "time": 0.5916} {"mode": "train", "epoch": 79, "iter": 3500, "lr": 0.04588, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32094, "top5_acc": 0.58094, "loss_cls": 6.71078, "loss": 6.71078, "time": 0.5949} {"mode": "train", "epoch": 79, "iter": 3600, "lr": 0.04586, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.325, "top5_acc": 0.57703, "loss_cls": 6.72235, "loss": 6.72235, "time": 0.60397} {"mode": "train", "epoch": 79, "iter": 3700, "lr": 0.04583, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.31781, "top5_acc": 0.58094, "loss_cls": 6.69516, "loss": 6.69516, "time": 0.59864} {"mode": "val", "epoch": 79, "iter": 309, "lr": 0.04582, "top1_acc": 0.25695, "top5_acc": 0.50727, "mean_class_accuracy": 0.25673} {"mode": "train", "epoch": 80, "iter": 100, "lr": 0.04579, "memory": 16177, "data_time": 1.36471, "top1_acc": 0.33688, "top5_acc": 0.59562, "loss_cls": 6.6423, "loss": 6.6423, "time": 1.95458} {"mode": "train", "epoch": 80, "iter": 200, "lr": 0.04576, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.33031, "top5_acc": 0.59516, "loss_cls": 6.62626, "loss": 6.62626, "time": 0.59089} {"mode": "train", "epoch": 80, "iter": 300, "lr": 0.04573, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.34141, "top5_acc": 0.59922, "loss_cls": 6.57376, "loss": 6.57376, "time": 0.59023} {"mode": "train", "epoch": 80, "iter": 400, "lr": 0.0457, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33453, "top5_acc": 0.59234, "loss_cls": 6.65406, "loss": 6.65406, "time": 0.59421} {"mode": "train", "epoch": 80, "iter": 500, "lr": 0.04568, "memory": 16177, "data_time": 0.00036, "top1_acc": 0.32422, "top5_acc": 0.58875, "loss_cls": 6.66121, "loss": 6.66121, "time": 0.59977} {"mode": "train", "epoch": 80, "iter": 600, "lr": 0.04565, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.34219, "top5_acc": 0.59984, "loss_cls": 6.60275, "loss": 6.60275, "time": 0.59961} {"mode": "train", "epoch": 80, "iter": 700, "lr": 0.04562, "memory": 16177, "data_time": 0.00038, "top1_acc": 0.32469, 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