diff --git "a/k400/k_3/20240101_134903.log.json" "b/k400/k_3/20240101_134903.log.json" new file mode 100644--- /dev/null +++ "b/k400/k_3/20240101_134903.log.json" @@ -0,0 +1,2737 @@ +{"pyskl_version": "0.1.0", "config": "modality = 'k'\ngraph = 'coco_new'\nwork_dir = './work_dirs/test_prototype/k400/k_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_11', 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=['k']),\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=['k']),\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=['k']),\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=['k']),\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=['k']),\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=['k']),\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 = 1347882831\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": 1347882831, "config_name": "k_3.py", "work_dir": "k_3", "hook_msgs": {"last_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/k_3/epoch_77.pth", "best_score": 0.2494048523527326, "best_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/k_3/best_top1_acc_epoch_72.pth"}, "epoch": 78, "iter": 292188, "mmcv_version": "1.5.0", "time": "Sun Dec 31 15:52:50 2023"} +{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.04683, "memory": 16177, "data_time": 1.41836, "top1_acc": 0.33219, "top5_acc": 0.58781, "loss_cls": 4.1977, "loss": 4.1977, "time": 2.0247} +{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.0468, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32172, "top5_acc": 0.58109, "loss_cls": 4.42248, "loss": 4.42248, "time": 0.59379} +{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.04678, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.31109, "top5_acc": 0.56875, "loss_cls": 4.67798, "loss": 4.67798, "time": 0.59636} +{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.04675, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.33, "top5_acc": 0.58281, "loss_cls": 4.57233, "loss": 4.57233, "time": 0.59526} +{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.04672, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.31188, "top5_acc": 0.56969, "loss_cls": 4.59869, "loss": 4.59869, "time": 0.5961} +{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.04669, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.32062, "top5_acc": 0.57078, "loss_cls": 4.51756, "loss": 4.51756, "time": 0.59732} +{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.04667, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.31438, "top5_acc": 0.57031, "loss_cls": 4.4685, "loss": 4.4685, "time": 0.59898} +{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.04664, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.31688, "top5_acc": 0.58188, "loss_cls": 4.40801, "loss": 4.40801, "time": 0.59984} +{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.04661, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.31031, "top5_acc": 0.56078, "loss_cls": 4.44929, "loss": 4.44929, "time": 0.59505} +{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.04658, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.31547, "top5_acc": 0.57203, "loss_cls": 4.41358, "loss": 4.41358, "time": 0.59707} +{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.04655, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.31312, "top5_acc": 0.58406, "loss_cls": 4.39115, "loss": 4.39115, "time": 0.5929} +{"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.04653, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.30953, "top5_acc": 0.57406, "loss_cls": 4.38647, "loss": 4.38647, "time": 0.59618} +{"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.0465, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.31891, "top5_acc": 0.56969, "loss_cls": 4.39396, "loss": 4.39396, "time": 0.59646} +{"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.04647, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.31062, "top5_acc": 0.5775, "loss_cls": 4.35136, "loss": 4.35136, "time": 0.59246} +{"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.04644, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.30672, "top5_acc": 0.57047, "loss_cls": 4.41576, "loss": 4.41576, "time": 0.5961} +{"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.04641, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32078, "top5_acc": 0.58031, "loss_cls": 4.31574, "loss": 4.31574, "time": 0.59634} +{"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.04639, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31453, "top5_acc": 0.57063, "loss_cls": 4.34745, "loss": 4.34745, "time": 0.59314} +{"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.04636, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33422, "top5_acc": 0.57141, "loss_cls": 4.33568, "loss": 4.33568, "time": 0.59401} +{"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.04633, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.30719, "top5_acc": 0.56984, "loss_cls": 4.37191, "loss": 4.37191, "time": 0.5962} +{"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.0463, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.30672, "top5_acc": 0.57516, "loss_cls": 4.34597, "loss": 4.34597, "time": 0.59565} +{"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.04628, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.31578, "top5_acc": 0.57094, "loss_cls": 4.33657, "loss": 4.33657, "time": 0.59838} +{"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.04625, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31359, "top5_acc": 0.56922, "loss_cls": 4.35464, "loss": 4.35464, "time": 0.59595} +{"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.04622, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.31656, "top5_acc": 0.57938, "loss_cls": 4.35577, "loss": 4.35577, "time": 0.59742} +{"mode": "train", "epoch": 79, "iter": 2400, "lr": 0.04619, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.30672, 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