diff --git "a/k400/k_1/20240101_134823.log.json" "b/k400/k_1/20240101_134823.log.json" new file mode 100644--- /dev/null +++ "b/k400/k_1/20240101_134823.log.json" @@ -0,0 +1,2775 @@ +{"pyskl_version": "0.1.0", "config": "modality = 'k'\ngraph = 'coco_new'\nwork_dir = './work_dirs/test_prototype/k400/k_1'\nmodel = dict(\n type='RecognizerGCN_7_1_1',\n backbone=dict(\n type='GCN_7_1_1',\n gcn_ratio=0.125,\n gcn_ctr='T',\n gcn_ada='T',\n tcn_ms_cfg=[(3, 1), (3, 2), (3, 3), (3, 4), ('max', 3), '1x1'],\n graph_cfg=dict(\n layout='coco_new',\n mode='random',\n num_filter=8,\n init_off=0.04,\n init_std=0.02)),\n cls_head=dict(type='SimpleHead_7_4_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 = 255917896\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": 255917896, "config_name": "k_1.py", "work_dir": "k_1", "hook_msgs": {"last_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/k_1/epoch_76.pth", "best_score": 0.2666261459757889, "best_ckpt": "/data1/hao.wang/reproducation/hongda.liu/pyskl/work_dirs/test_prototype/k400/k_1/best_top1_acc_epoch_75.pth"}, "epoch": 77, "iter": 288442, "mmcv_version": "1.5.0", "time": "Sun Dec 31 15:23:53 2023"} +{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.04788, "memory": 16177, "data_time": 1.35725, "top1_acc": 0.33219, "top5_acc": 0.58672, "loss_cls": 4.2166, "loss": 4.2166, "time": 1.97137} +{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.04785, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32641, "top5_acc": 0.59, "loss_cls": 4.42103, "loss": 4.42103, "time": 0.59538} +{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.04782, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.33516, "top5_acc": 0.59797, "loss_cls": 4.59767, "loss": 4.59767, "time": 0.59495} +{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.04779, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32062, "top5_acc": 0.56891, "loss_cls": 4.61037, "loss": 4.61037, "time": 0.59887} +{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.04777, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32375, "top5_acc": 0.5775, "loss_cls": 4.54946, "loss": 4.54946, "time": 0.59845} +{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.04774, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32609, "top5_acc": 0.57922, "loss_cls": 4.47156, "loss": 4.47156, "time": 0.59666} +{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.04771, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.31984, "top5_acc": 0.57875, "loss_cls": 4.43317, "loss": 4.43317, "time": 0.59807} +{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.04768, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32828, "top5_acc": 0.57688, "loss_cls": 4.40737, "loss": 4.40737, "time": 0.60046} +{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.04766, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.33266, "top5_acc": 0.58234, "loss_cls": 4.33989, "loss": 4.33989, "time": 0.59879} +{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.04763, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32688, "top5_acc": 0.5825, "loss_cls": 4.35932, "loss": 4.35932, "time": 0.59792} +{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.0476, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32953, "top5_acc": 0.58547, "loss_cls": 4.30718, "loss": 4.30718, "time": 0.59445} +{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.04757, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31, "top5_acc": 0.56641, "loss_cls": 4.4213, "loss": 4.4213, "time": 0.59528} +{"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.04754, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32906, "top5_acc": 0.58125, "loss_cls": 4.33154, "loss": 4.33154, "time": 0.59673} +{"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.04752, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.30844, "top5_acc": 0.56594, "loss_cls": 4.363, "loss": 4.363, "time": 0.59427} +{"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.04749, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32078, "top5_acc": 0.57703, "loss_cls": 4.32939, "loss": 4.32939, "time": 0.59439} +{"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.04746, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32594, "top5_acc": 0.58828, "loss_cls": 4.27705, "loss": 4.27705, "time": 0.59632} +{"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.04743, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.31891, "top5_acc": 0.58297, "loss_cls": 4.30052, "loss": 4.30052, "time": 0.59531} +{"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.0474, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.31594, "top5_acc": 0.57656, "loss_cls": 4.31557, "loss": 4.31557, "time": 0.59397} +{"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.04738, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.31453, "top5_acc": 0.57234, "loss_cls": 4.34294, "loss": 4.34294, "time": 0.5936} +{"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.04735, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.31984, "top5_acc": 0.57469, "loss_cls": 4.33172, "loss": 4.33172, "time": 0.59593} +{"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.04732, "memory": 16177, "data_time": 0.00032, "top1_acc": 0.31719, "top5_acc": 0.57578, "loss_cls": 4.2941, "loss": 4.2941, "time": 0.59738} +{"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.04729, "memory": 16177, "data_time": 0.0003, "top1_acc": 0.32719, "top5_acc": 0.58375, "loss_cls": 4.31306, "loss": 4.31306, "time": 0.60015} +{"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.04726, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32688, "top5_acc": 0.58562, "loss_cls": 4.27777, "loss": 4.27777, "time": 0.59539} +{"mode": "train", "epoch": 78, "iter": 2400, "lr": 0.04724, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.31906, "top5_acc": 0.56844, "loss_cls": 4.33957, "loss": 4.33957, "time": 0.59851} +{"mode": "train", "epoch": 78, "iter": 2500, "lr": 0.04721, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.32781, "top5_acc": 0.58578, "loss_cls": 4.26091, "loss": 4.26091, "time": 0.59697} +{"mode": "train", "epoch": 78, "iter": 2600, "lr": 0.04718, "memory": 16177, "data_time": 0.00029, "top1_acc": 0.32094, "top5_acc": 0.57906, "loss_cls": 4.29349, "loss": 4.29349, "time": 0.59507} +{"mode": "train", "epoch": 78, "iter": 2700, "lr": 0.04715, "memory": 16177, "data_time": 0.00027, "top1_acc": 0.32625, "top5_acc": 0.58953, "loss_cls": 4.25558, "loss": 4.25558, "time": 0.59535} +{"mode": "train", "epoch": 78, "iter": 2800, "lr": 0.04712, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.32219, "top5_acc": 0.5825, "loss_cls": 4.27464, "loss": 4.27464, "time": 0.59464} +{"mode": "train", "epoch": 78, "iter": 2900, "lr": 0.0471, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33078, "top5_acc": 0.58578, "loss_cls": 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4.22363, "time": 0.59825} +{"mode": "train", "epoch": 78, "iter": 3500, "lr": 0.04693, "memory": 16177, "data_time": 0.00042, "top1_acc": 0.31125, "top5_acc": 0.57453, "loss_cls": 4.33478, "loss": 4.33478, "time": 0.60408} +{"mode": "train", "epoch": 78, "iter": 3600, "lr": 0.0469, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.325, "top5_acc": 0.58281, "loss_cls": 4.2638, "loss": 4.2638, "time": 0.60979} +{"mode": "train", "epoch": 78, "iter": 3700, "lr": 0.04687, "memory": 16177, "data_time": 0.00033, "top1_acc": 0.32109, "top5_acc": 0.58062, "loss_cls": 4.27902, "loss": 4.27902, "time": 0.59912} +{"mode": "val", "epoch": 78, "iter": 309, "lr": 0.04686, "top1_acc": 0.26354, "top5_acc": 0.51715, "mean_class_accuracy": 0.26333} +{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.04683, "memory": 16177, "data_time": 1.32224, "top1_acc": 0.33359, "top5_acc": 0.59547, "loss_cls": 4.19774, "loss": 4.19774, "time": 1.92061} +{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.0468, "memory": 16177, "data_time": 0.00026, "top1_acc": 0.33188, "top5_acc": 0.59688, "loss_cls": 4.22073, "loss": 4.22073, "time": 0.5978} +{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.04678, "memory": 16177, "data_time": 0.00028, "top1_acc": 0.33188, "top5_acc": 0.59672, "loss_cls": 4.19662, "loss": 4.19662, "time": 0.59701} +{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.04675, "memory": 16177, "data_time": 0.00031, "top1_acc": 0.31844, "top5_acc": 0.59016, "loss_cls": 4.25581, "loss": 4.25581, "time": 0.60087} +{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.04672, "memory": 16177, "data_time": 0.0004, "top1_acc": 0.32328, "top5_acc": 0.58797, "loss_cls": 4.20768, "loss": 4.20768, "time": 0.60813} +{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.04669, "memory": 16177, "data_time": 0.00037, "top1_acc": 0.32719, "top5_acc": 0.59219, "loss_cls": 4.21926, "loss": 4.21926, "time": 0.60611} +{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.04667, "memory": 16177, 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