2021-09-06 17:50:15,215 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.13 |Anaconda, Inc.| (default, Jun 4 2021, 14:25:59) [GCC 7.5.0] CUDA available: True GPU 0: TITAN Xp CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 8.0, V8.0.61 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.8.1_rc3+cuda90_cudnn7.6.3 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.2 Product Build 20200624 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v1.7.0 (Git Hash 7aed236906b1f7a05c0917e5257a1af05e9ff683) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6.3 - Magma 2.5.0 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=9.0, CUDNN_VERSION=7.6.3, CXX_COMPILER=/root/ccache/lib/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -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-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.8.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.10.0a0+90a6206 OpenCV: 4.2.0 MMCV: 1.3.6 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.17.0+5fe4c58 ------------------------------------------------------------ 2021-09-06 17:50:15,240 - mmaction - INFO - Distributed training: False 2021-09-06 17:50:15,421 - mmaction - INFO - Config: model = dict( type='STGCN', backbone=dict( type='GCN_Backbone', in_channels=3, edge_importance_weighting=True, graph_cfg=dict(layout='coco', strategy='spatial')), cls_head=dict( type='STGCNHead', num_classes=60, in_channels=256, loss_cls=dict(type='CrossEntropyLoss')), train_cfg=None, test_cfg=None) dataset_type = 'PoseDataset' ann_file_train = 'data/posec3d/ntu60_xsub_train.pkl' ann_file_val = 'data/posec3d/ntu60_xsub_val.pkl' train_pipeline = [ dict(type='PaddingWithLoop', clip_len=300), dict(type='PoseDecode'), dict(type='FormatGCNInput', input_format='NCTVM'), dict(type='PoseNormalize'), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ] val_pipeline = [ dict(type='PaddingWithLoop', clip_len=300), dict(type='PoseDecode'), dict(type='FormatGCNInput', input_format='NCTVM'), dict(type='PoseNormalize'), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ] test_pipeline = [ dict(type='PaddingWithLoop', clip_len=300), dict(type='PoseDecode'), dict(type='FormatGCNInput', input_format='NCTVM'), dict(type='PoseNormalize'), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ] data = dict( videos_per_gpu=16, workers_per_gpu=2, test_dataloader=dict(videos_per_gpu=1), train=dict( type='PoseDataset', ann_file='data/posec3d/ntu60_xsub_train.pkl', data_prefix='', pipeline=[ dict(type='PaddingWithLoop', clip_len=300), dict(type='PoseDecode'), dict(type='FormatGCNInput', input_format='NCTVM'), dict(type='PoseNormalize'), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ]), val=dict( type='PoseDataset', ann_file='data/posec3d/ntu60_xsub_val.pkl', data_prefix='', pipeline=[ dict(type='PaddingWithLoop', clip_len=300), dict(type='PoseDecode'), dict(type='FormatGCNInput', input_format='NCTVM'), dict(type='PoseNormalize'), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ]), test=dict( type='PoseDataset', ann_file='data/posec3d/ntu60_xsub_val.pkl', data_prefix='', pipeline=[ dict(type='PaddingWithLoop', clip_len=300), dict(type='PoseDecode'), dict(type='FormatGCNInput', input_format='NCTVM'), dict(type='PoseNormalize'), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ])) optimizer = dict( type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001, nesterov=True) optimizer_config = dict(grad_clip=None) lr_config = dict(policy='step', step=[10, 50]) total_epochs = 80 checkpoint_config = dict(interval=5) evaluation = dict(interval=5, metrics=['top_k_accuracy']) log_config = dict(interval=100, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = 'work_dirs/pad_0906' load_from = None resume_from = None workflow = [('train', 5), ('val', 1)] gpu_ids = range(0, 1) omnisource = False module_hooks = [] 2021-09-06 17:50:18,169 - mmaction - INFO - 40090 videos remain after valid thresholding 2021-09-06 17:50:19,613 - mmaction - INFO - 16487 videos remain after valid thresholding 2021-09-06 17:50:24,168 - mmaction - INFO - Start running, host: liguankai@SH-IDC2-172-20-20-77, work_dir: /mnt/lustre/liguankai/codebase/mmaction2/work_dirs/pad_0906 2021-09-06 17:50:24,168 - mmaction - INFO - workflow: [('train', 5), ('val', 1)], max: 80 epochs 2021-09-06 17:50:52,595 - mmaction - INFO - Epoch [1][100/2506] lr: 1.000e-01, eta: 15:43:33, time: 0.283, data_time: 0.025, memory: 3436, top1_acc: 0.0325, top5_acc: 0.1256, loss_cls: 4.2289, loss: 4.2289 2021-09-06 17:51:17,568 - mmaction - INFO - Epoch [1][200/2506] lr: 1.000e-01, eta: 14:48:17, time: 0.250, data_time: 0.002, memory: 3436, top1_acc: 0.0250, top5_acc: 0.1294, loss_cls: 3.9689, loss: 3.9689 2021-09-06 17:51:42,614 - mmaction - INFO - Epoch [1][300/2506] lr: 1.000e-01, eta: 14:30:22, time: 0.250, data_time: 0.002, memory: 3436, top1_acc: 0.0344, top5_acc: 0.1537, loss_cls: 3.8826, loss: 3.8826 2021-09-06 17:52:07,727 - mmaction - INFO - Epoch [1][400/2506] lr: 1.000e-01, eta: 14:21:48, time: 0.251, data_time: 0.002, memory: 3436, top1_acc: 0.0425, top5_acc: 0.1938, loss_cls: 3.7841, loss: 3.7841 2021-09-06 17:52:33,176 - mmaction - INFO - Epoch [1][500/2506] lr: 1.000e-01, eta: 14:18:47, time: 0.255, data_time: 0.003, memory: 3436, top1_acc: 0.0512, top5_acc: 0.2194, loss_cls: 3.7158, loss: 3.7158 2021-09-06 17:52:59,115 - mmaction - INFO - Epoch [1][600/2506] lr: 1.000e-01, eta: 14:19:16, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.0744, top5_acc: 0.2969, loss_cls: 3.5192, loss: 3.5192 2021-09-06 17:53:24,804 - mmaction - INFO - Epoch [1][700/2506] lr: 1.000e-01, eta: 14:18:28, time: 0.257, data_time: 0.004, memory: 3436, top1_acc: 0.0931, top5_acc: 0.3206, loss_cls: 3.3997, loss: 3.3997 2021-09-06 17:53:50,819 - mmaction - INFO - Epoch [1][800/2506] lr: 1.000e-01, eta: 14:18:51, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.1031, top5_acc: 0.3513, loss_cls: 3.2947, loss: 3.2947 2021-09-06 17:54:17,016 - mmaction - INFO - Epoch [1][900/2506] lr: 1.000e-01, eta: 14:19:49, time: 0.262, data_time: 0.009, memory: 3436, top1_acc: 0.1275, top5_acc: 0.4081, loss_cls: 3.1427, loss: 3.1427 2021-09-06 17:54:42,870 - mmaction - INFO - Epoch [1][1000/2506] lr: 1.000e-01, eta: 14:19:31, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.1625, top5_acc: 0.4200, loss_cls: 3.0966, loss: 3.0966 2021-09-06 17:55:08,741 - mmaction - INFO - Epoch [1][1100/2506] lr: 1.000e-01, eta: 14:19:04, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.1669, top5_acc: 0.4156, loss_cls: 3.0239, loss: 3.0239 2021-09-06 17:55:34,675 - mmaction - INFO - Epoch [1][1200/2506] lr: 1.000e-01, eta: 14:18:51, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.1850, top5_acc: 0.4731, loss_cls: 2.9049, loss: 2.9049 2021-09-06 17:56:00,655 - mmaction - INFO - Epoch [1][1300/2506] lr: 1.000e-01, eta: 14:18:43, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.1981, top5_acc: 0.4750, loss_cls: 2.8617, loss: 2.8617 2021-09-06 17:56:26,712 - mmaction - INFO - Epoch [1][1400/2506] lr: 1.000e-01, eta: 14:18:45, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.1919, top5_acc: 0.4894, loss_cls: 2.8349, loss: 2.8349 2021-09-06 17:56:52,562 - mmaction - INFO - Epoch [1][1500/2506] lr: 1.000e-01, eta: 14:18:14, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.2213, top5_acc: 0.5150, loss_cls: 2.7543, loss: 2.7543 2021-09-06 17:57:18,550 - mmaction - INFO - Epoch [1][1600/2506] lr: 1.000e-01, eta: 14:18:02, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.2419, top5_acc: 0.5369, loss_cls: 2.6871, loss: 2.6871 2021-09-06 17:57:44,562 - mmaction - INFO - Epoch [1][1700/2506] lr: 1.000e-01, eta: 14:17:51, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.2369, top5_acc: 0.5506, loss_cls: 2.6695, loss: 2.6695 2021-09-06 17:58:10,492 - mmaction - INFO - Epoch [1][1800/2506] lr: 1.000e-01, eta: 14:17:28, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.2344, top5_acc: 0.5450, loss_cls: 2.6360, loss: 2.6360 2021-09-06 17:58:36,526 - mmaction - INFO - Epoch [1][1900/2506] lr: 1.000e-01, eta: 14:17:17, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.2575, top5_acc: 0.5700, loss_cls: 2.5773, loss: 2.5773 2021-09-06 17:59:02,410 - mmaction - INFO - Epoch [1][2000/2506] lr: 1.000e-01, eta: 14:16:48, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.2931, top5_acc: 0.5925, loss_cls: 2.5000, loss: 2.5000 2021-09-06 17:59:28,514 - mmaction - INFO - Epoch [1][2100/2506] lr: 1.000e-01, eta: 14:16:43, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 0.2750, top5_acc: 0.6262, loss_cls: 2.4704, loss: 2.4704 2021-09-06 17:59:54,633 - mmaction - INFO - Epoch [1][2200/2506] lr: 1.000e-01, eta: 14:16:36, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.3088, top5_acc: 0.6344, loss_cls: 2.3879, loss: 2.3879 2021-09-06 18:00:20,635 - mmaction - INFO - Epoch [1][2300/2506] lr: 1.000e-01, eta: 14:16:16, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.3325, top5_acc: 0.7006, loss_cls: 2.2512, loss: 2.2512 2021-09-06 18:00:48,110 - mmaction - INFO - Epoch [1][2400/2506] lr: 1.000e-01, eta: 14:17:57, time: 0.275, data_time: 0.009, memory: 3436, top1_acc: 0.3688, top5_acc: 0.7412, loss_cls: 2.1031, loss: 2.1031 2021-09-06 18:01:14,026 - mmaction - INFO - Epoch [1][2500/2506] lr: 1.000e-01, eta: 14:17:25, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.3812, top5_acc: 0.7738, loss_cls: 2.0281, loss: 2.0281 2021-09-06 18:01:44,475 - mmaction - INFO - Epoch [2][100/2506] lr: 1.000e-01, eta: 14:18:10, time: 0.285, data_time: 0.036, memory: 3436, top1_acc: 0.4231, top5_acc: 0.7937, loss_cls: 1.9163, loss: 1.9163 2021-09-06 18:02:10,241 - mmaction - INFO - Epoch [2][200/2506] lr: 1.000e-01, eta: 14:17:24, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.4431, top5_acc: 0.8050, loss_cls: 1.8179, loss: 1.8179 2021-09-06 18:02:36,218 - mmaction - INFO - Epoch [2][300/2506] lr: 1.000e-01, eta: 14:16:56, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.4487, top5_acc: 0.8231, loss_cls: 1.7755, loss: 1.7755 2021-09-06 18:03:02,209 - mmaction - INFO - Epoch [2][400/2506] lr: 1.000e-01, eta: 14:16:28, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.4644, top5_acc: 0.8456, loss_cls: 1.6898, loss: 1.6898 2021-09-06 18:03:28,014 - mmaction - INFO - Epoch [2][500/2506] lr: 1.000e-01, eta: 14:15:49, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.4512, top5_acc: 0.8481, loss_cls: 1.7168, loss: 1.7168 2021-09-06 18:03:54,021 - mmaction - INFO - Epoch [2][600/2506] lr: 1.000e-01, eta: 14:15:22, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.4844, top5_acc: 0.8544, loss_cls: 1.6763, loss: 1.6763 2021-09-06 18:04:20,272 - mmaction - INFO - Epoch [2][700/2506] lr: 1.000e-01, eta: 14:15:12, time: 0.263, data_time: 0.008, memory: 3436, top1_acc: 0.4819, top5_acc: 0.8494, loss_cls: 1.6540, loss: 1.6540 2021-09-06 18:04:46,200 - mmaction - INFO - Epoch [2][800/2506] lr: 1.000e-01, eta: 14:14:43, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.5025, top5_acc: 0.8700, loss_cls: 1.5393, loss: 1.5393 2021-09-06 18:05:12,037 - mmaction - INFO - Epoch [2][900/2506] lr: 1.000e-01, eta: 14:14:06, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.5319, top5_acc: 0.8881, loss_cls: 1.4816, loss: 1.4816 2021-09-06 18:05:37,960 - mmaction - INFO - Epoch [2][1000/2506] lr: 1.000e-01, eta: 14:13:35, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.5200, top5_acc: 0.8825, loss_cls: 1.4873, loss: 1.4873 2021-09-06 18:06:03,948 - mmaction - INFO - Epoch [2][1100/2506] lr: 1.000e-01, eta: 14:13:08, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.5219, top5_acc: 0.8844, loss_cls: 1.5197, loss: 1.5197 2021-09-06 18:06:29,944 - mmaction - INFO - Epoch [2][1200/2506] lr: 1.000e-01, eta: 14:12:41, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.5294, top5_acc: 0.8825, loss_cls: 1.4819, loss: 1.4819 2021-09-06 18:06:55,865 - mmaction - INFO - Epoch [2][1300/2506] lr: 1.000e-01, eta: 14:12:11, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.5750, top5_acc: 0.9006, loss_cls: 1.3748, loss: 1.3748 2021-09-06 18:07:21,768 - mmaction - INFO - Epoch [2][1400/2506] lr: 1.000e-01, eta: 14:11:40, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.5475, top5_acc: 0.8962, loss_cls: 1.4238, loss: 1.4238 2021-09-06 18:07:47,546 - mmaction - INFO - Epoch [2][1500/2506] lr: 1.000e-01, eta: 14:11:03, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.5481, top5_acc: 0.8956, loss_cls: 1.4044, loss: 1.4044 2021-09-06 18:08:13,575 - mmaction - INFO - Epoch [2][1600/2506] lr: 1.000e-01, eta: 14:10:40, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.5894, top5_acc: 0.9100, loss_cls: 1.3165, loss: 1.3165 2021-09-06 18:08:39,496 - mmaction - INFO - Epoch [2][1700/2506] lr: 1.000e-01, eta: 14:10:10, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.5625, top5_acc: 0.9144, loss_cls: 1.3425, loss: 1.3425 2021-09-06 18:09:05,444 - mmaction - INFO - Epoch [2][1800/2506] lr: 1.000e-01, eta: 14:09:43, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.5894, top5_acc: 0.9100, loss_cls: 1.3058, loss: 1.3058 2021-09-06 18:09:31,284 - mmaction - INFO - Epoch [2][1900/2506] lr: 1.000e-01, eta: 14:09:09, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.6156, top5_acc: 0.9175, loss_cls: 1.2549, loss: 1.2549 2021-09-06 18:09:57,180 - mmaction - INFO - Epoch [2][2000/2506] lr: 1.000e-01, eta: 14:08:40, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.5962, top5_acc: 0.9269, loss_cls: 1.2546, loss: 1.2546 2021-09-06 18:10:23,143 - mmaction - INFO - Epoch [2][2100/2506] lr: 1.000e-01, eta: 14:08:13, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.6156, top5_acc: 0.9237, loss_cls: 1.2230, loss: 1.2230 2021-09-06 18:10:49,096 - mmaction - INFO - Epoch [2][2200/2506] lr: 1.000e-01, eta: 14:07:46, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.6231, top5_acc: 0.9156, loss_cls: 1.2553, loss: 1.2553 2021-09-06 18:11:15,115 - mmaction - INFO - Epoch [2][2300/2506] lr: 1.000e-01, eta: 14:07:21, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.6062, top5_acc: 0.9313, loss_cls: 1.1888, loss: 1.1888 2021-09-06 18:11:40,978 - mmaction - INFO - Epoch [2][2400/2506] lr: 1.000e-01, eta: 14:06:50, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.6212, top5_acc: 0.9406, loss_cls: 1.1690, loss: 1.1690 2021-09-06 18:12:07,017 - mmaction - INFO - Epoch [2][2500/2506] lr: 1.000e-01, eta: 14:06:26, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.6131, top5_acc: 0.9237, loss_cls: 1.2086, loss: 1.2086 2021-09-06 18:12:37,024 - mmaction - INFO - Epoch [3][100/2506] lr: 1.000e-01, eta: 14:06:25, time: 0.282, data_time: 0.029, memory: 3436, top1_acc: 0.5994, top5_acc: 0.9237, loss_cls: 1.2087, loss: 1.2087 2021-09-06 18:13:02,973 - mmaction - INFO - Epoch [3][200/2506] lr: 1.000e-01, eta: 14:05:57, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.6250, top5_acc: 0.9331, loss_cls: 1.1749, loss: 1.1749 2021-09-06 18:13:28,966 - mmaction - INFO - Epoch [3][300/2506] lr: 1.000e-01, eta: 14:05:32, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.6125, top5_acc: 0.9337, loss_cls: 1.1836, loss: 1.1836 2021-09-06 18:13:55,020 - mmaction - INFO - Epoch [3][400/2506] lr: 1.000e-01, eta: 14:05:08, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.6381, top5_acc: 0.9275, loss_cls: 1.1098, loss: 1.1098 2021-09-06 18:14:20,924 - mmaction - INFO - Epoch [3][500/2506] lr: 1.000e-01, eta: 14:04:38, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.6462, top5_acc: 0.9244, loss_cls: 1.1475, loss: 1.1475 2021-09-06 18:14:47,010 - mmaction - INFO - Epoch [3][600/2506] lr: 1.000e-01, eta: 14:04:16, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.6444, top5_acc: 0.9463, loss_cls: 1.0755, loss: 1.0755 2021-09-06 18:15:12,740 - mmaction - INFO - Epoch [3][700/2506] lr: 1.000e-01, eta: 14:03:41, time: 0.257, data_time: 0.010, memory: 3436, top1_acc: 0.6425, top5_acc: 0.9450, loss_cls: 1.1003, loss: 1.1003 2021-09-06 18:15:38,683 - mmaction - INFO - Epoch [3][800/2506] lr: 1.000e-01, eta: 14:03:13, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.6406, top5_acc: 0.9475, loss_cls: 1.0745, loss: 1.0745 2021-09-06 18:16:04,683 - mmaction - INFO - Epoch [3][900/2506] lr: 1.000e-01, eta: 14:02:47, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.6419, top5_acc: 0.9413, loss_cls: 1.0899, loss: 1.0899 2021-09-06 18:16:30,495 - mmaction - INFO - Epoch [3][1000/2506] lr: 1.000e-01, eta: 14:02:16, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.6394, top5_acc: 0.9456, loss_cls: 1.0759, loss: 1.0759 2021-09-06 18:16:56,283 - mmaction - INFO - Epoch [3][1100/2506] lr: 1.000e-01, eta: 14:01:43, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.6488, top5_acc: 0.9519, loss_cls: 1.0582, loss: 1.0582 2021-09-06 18:17:22,095 - mmaction - INFO - Epoch [3][1200/2506] lr: 1.000e-01, eta: 14:01:11, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.6594, top5_acc: 0.9563, loss_cls: 1.0230, loss: 1.0230 2021-09-06 18:17:48,019 - mmaction - INFO - Epoch [3][1300/2506] lr: 1.000e-01, eta: 14:00:44, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.6475, top5_acc: 0.9550, loss_cls: 1.0332, loss: 1.0332 2021-09-06 18:18:14,046 - mmaction - INFO - Epoch [3][1400/2506] lr: 1.000e-01, eta: 14:00:19, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.6587, top5_acc: 0.9519, loss_cls: 1.0344, loss: 1.0344 2021-09-06 18:18:40,072 - mmaction - INFO - Epoch [3][1500/2506] lr: 1.000e-01, eta: 13:59:54, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.6781, top5_acc: 0.9500, loss_cls: 1.0195, loss: 1.0195 2021-09-06 18:19:05,970 - mmaction - INFO - Epoch [3][1600/2506] lr: 1.000e-01, eta: 13:59:26, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.6581, top5_acc: 0.9587, loss_cls: 1.0235, loss: 1.0235 2021-09-06 18:19:31,770 - mmaction - INFO - Epoch [3][1700/2506] lr: 1.000e-01, eta: 13:58:55, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.6787, top5_acc: 0.9594, loss_cls: 0.9665, loss: 0.9665 2021-09-06 18:19:57,516 - mmaction - INFO - Epoch [3][1800/2506] lr: 1.000e-01, eta: 13:58:22, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.6669, top5_acc: 0.9494, loss_cls: 1.0183, loss: 1.0183 2021-09-06 18:20:23,306 - mmaction - INFO - Epoch [3][1900/2506] lr: 1.000e-01, eta: 13:57:51, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.6706, top5_acc: 0.9569, loss_cls: 1.0232, loss: 1.0232 2021-09-06 18:20:49,149 - mmaction - INFO - Epoch [3][2000/2506] lr: 1.000e-01, eta: 13:57:22, time: 0.258, data_time: 0.004, memory: 3436, top1_acc: 0.6756, top5_acc: 0.9544, loss_cls: 0.9999, loss: 0.9999 2021-09-06 18:21:15,169 - mmaction - INFO - Epoch [3][2100/2506] lr: 1.000e-01, eta: 13:56:57, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.6606, top5_acc: 0.9581, loss_cls: 0.9869, loss: 0.9869 2021-09-06 18:21:41,063 - mmaction - INFO - Epoch [3][2200/2506] lr: 1.000e-01, eta: 13:56:29, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.6725, top5_acc: 0.9500, loss_cls: 1.0144, loss: 1.0144 2021-09-06 18:22:06,970 - mmaction - INFO - Epoch [3][2300/2506] lr: 1.000e-01, eta: 13:56:01, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.6775, top5_acc: 0.9519, loss_cls: 0.9777, loss: 0.9777 2021-09-06 18:22:32,692 - mmaction - INFO - Epoch [3][2400/2506] lr: 1.000e-01, eta: 13:55:29, time: 0.257, data_time: 0.009, memory: 3436, top1_acc: 0.6800, top5_acc: 0.9613, loss_cls: 0.9544, loss: 0.9544 2021-09-06 18:22:58,798 - mmaction - INFO - Epoch [3][2500/2506] lr: 1.000e-01, eta: 13:55:06, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.6750, top5_acc: 0.9594, loss_cls: 0.9770, loss: 0.9770 2021-09-06 18:23:28,854 - mmaction - INFO - Epoch [4][100/2506] lr: 1.000e-01, eta: 13:54:59, time: 0.283, data_time: 0.029, memory: 3436, top1_acc: 0.6806, top5_acc: 0.9594, loss_cls: 0.9575, loss: 0.9575 2021-09-06 18:23:54,765 - mmaction - INFO - Epoch [4][200/2506] lr: 1.000e-01, eta: 13:54:30, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.7031, top5_acc: 0.9656, loss_cls: 0.9140, loss: 0.9140 2021-09-06 18:24:20,665 - mmaction - INFO - Epoch [4][300/2506] lr: 1.000e-01, eta: 13:54:03, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.6869, top5_acc: 0.9606, loss_cls: 0.9315, loss: 0.9315 2021-09-06 18:24:46,615 - mmaction - INFO - Epoch [4][400/2506] lr: 1.000e-01, eta: 13:53:36, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7212, top5_acc: 0.9650, loss_cls: 0.8416, loss: 0.8416 2021-09-06 18:25:12,553 - mmaction - INFO - Epoch [4][500/2506] lr: 1.000e-01, eta: 13:53:09, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.6894, top5_acc: 0.9675, loss_cls: 0.9144, loss: 0.9144 2021-09-06 18:25:38,605 - mmaction - INFO - Epoch [4][600/2506] lr: 1.000e-01, eta: 13:52:45, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.6869, top5_acc: 0.9631, loss_cls: 0.9215, loss: 0.9215 2021-09-06 18:26:04,591 - mmaction - INFO - Epoch [4][700/2506] lr: 1.000e-01, eta: 13:52:19, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.6981, top5_acc: 0.9663, loss_cls: 0.8867, loss: 0.8867 2021-09-06 18:26:30,527 - mmaction - INFO - Epoch [4][800/2506] lr: 1.000e-01, eta: 13:51:52, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.7019, top5_acc: 0.9537, loss_cls: 0.9192, loss: 0.9192 2021-09-06 18:26:56,729 - mmaction - INFO - Epoch [4][900/2506] lr: 1.000e-01, eta: 13:51:31, time: 0.262, data_time: 0.013, memory: 3436, top1_acc: 0.7125, top5_acc: 0.9637, loss_cls: 0.8835, loss: 0.8835 2021-09-06 18:27:22,733 - mmaction - INFO - Epoch [4][1000/2506] lr: 1.000e-01, eta: 13:51:06, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.7106, top5_acc: 0.9650, loss_cls: 0.9024, loss: 0.9024 2021-09-06 18:27:48,724 - mmaction - INFO - Epoch [4][1100/2506] lr: 1.000e-01, eta: 13:50:40, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.6987, top5_acc: 0.9644, loss_cls: 0.9150, loss: 0.9150 2021-09-06 18:28:14,620 - mmaction - INFO - Epoch [4][1200/2506] lr: 1.000e-01, eta: 13:50:12, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7106, top5_acc: 0.9637, loss_cls: 0.8889, loss: 0.8889 2021-09-06 18:28:40,487 - mmaction - INFO - Epoch [4][1300/2506] lr: 1.000e-01, eta: 13:49:44, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.7137, top5_acc: 0.9619, loss_cls: 0.8627, loss: 0.8627 2021-09-06 18:29:06,440 - mmaction - INFO - Epoch [4][1400/2506] lr: 1.000e-01, eta: 13:49:17, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.7306, top5_acc: 0.9644, loss_cls: 0.8489, loss: 0.8489 2021-09-06 18:29:32,402 - mmaction - INFO - Epoch [4][1500/2506] lr: 1.000e-01, eta: 13:48:51, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.6937, top5_acc: 0.9669, loss_cls: 0.9241, loss: 0.9241 2021-09-06 18:29:58,340 - mmaction - INFO - Epoch [4][1600/2506] lr: 1.000e-01, eta: 13:48:24, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7044, top5_acc: 0.9619, loss_cls: 0.8920, loss: 0.8920 2021-09-06 18:30:24,340 - mmaction - INFO - Epoch [4][1700/2506] lr: 1.000e-01, eta: 13:47:59, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.7375, top5_acc: 0.9750, loss_cls: 0.7907, loss: 0.7907 2021-09-06 18:30:50,309 - mmaction - INFO - Epoch [4][1800/2506] lr: 1.000e-01, eta: 13:47:33, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.7325, top5_acc: 0.9663, loss_cls: 0.8369, loss: 0.8369 2021-09-06 18:31:16,196 - mmaction - INFO - Epoch [4][1900/2506] lr: 1.000e-01, eta: 13:47:05, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.6969, top5_acc: 0.9587, loss_cls: 0.9052, loss: 0.9052 2021-09-06 18:31:42,313 - mmaction - INFO - Epoch [4][2000/2506] lr: 1.000e-01, eta: 13:46:42, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.7244, top5_acc: 0.9706, loss_cls: 0.8396, loss: 0.8396 2021-09-06 18:32:08,178 - mmaction - INFO - Epoch [4][2100/2506] lr: 1.000e-01, eta: 13:46:14, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.7175, top5_acc: 0.9637, loss_cls: 0.8768, loss: 0.8768 2021-09-06 18:32:33,979 - mmaction - INFO - Epoch [4][2200/2506] lr: 1.000e-01, eta: 13:45:44, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.7288, top5_acc: 0.9725, loss_cls: 0.8056, loss: 0.8056 2021-09-06 18:32:59,946 - mmaction - INFO - Epoch [4][2300/2506] lr: 1.000e-01, eta: 13:45:18, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7294, top5_acc: 0.9644, loss_cls: 0.8252, loss: 0.8252 2021-09-06 18:33:25,836 - mmaction - INFO - Epoch [4][2400/2506] lr: 1.000e-01, eta: 13:44:50, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.7056, top5_acc: 0.9719, loss_cls: 0.8422, loss: 0.8422 2021-09-06 18:33:51,621 - mmaction - INFO - Epoch [4][2500/2506] lr: 1.000e-01, eta: 13:44:21, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.7200, top5_acc: 0.9706, loss_cls: 0.8196, loss: 0.8196 2021-09-06 18:34:21,543 - mmaction - INFO - Epoch [5][100/2506] lr: 1.000e-01, eta: 13:44:05, time: 0.282, data_time: 0.030, memory: 3436, top1_acc: 0.7400, top5_acc: 0.9719, loss_cls: 0.7975, loss: 0.7975 2021-09-06 18:34:47,446 - mmaction - INFO - Epoch [5][200/2506] lr: 1.000e-01, eta: 13:43:38, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7087, top5_acc: 0.9719, loss_cls: 0.8454, loss: 0.8454 2021-09-06 18:35:13,588 - mmaction - INFO - Epoch [5][300/2506] lr: 1.000e-01, eta: 13:43:15, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.7181, top5_acc: 0.9794, loss_cls: 0.8290, loss: 0.8290 2021-09-06 18:35:39,503 - mmaction - INFO - Epoch [5][400/2506] lr: 1.000e-01, eta: 13:42:48, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7406, top5_acc: 0.9681, loss_cls: 0.8102, loss: 0.8102 2021-09-06 18:36:05,563 - mmaction - INFO - Epoch [5][500/2506] lr: 1.000e-01, eta: 13:42:23, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.7562, top5_acc: 0.9694, loss_cls: 0.7412, loss: 0.7412 2021-09-06 18:36:31,505 - mmaction - INFO - Epoch [5][600/2506] lr: 1.000e-01, eta: 13:41:56, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.7194, top5_acc: 0.9738, loss_cls: 0.8257, loss: 0.8257 2021-09-06 18:36:57,397 - mmaction - INFO - Epoch [5][700/2506] lr: 1.000e-01, eta: 13:41:29, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.7512, top5_acc: 0.9688, loss_cls: 0.7914, loss: 0.7914 2021-09-06 18:37:23,242 - mmaction - INFO - Epoch [5][800/2506] lr: 1.000e-01, eta: 13:41:01, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.7344, top5_acc: 0.9731, loss_cls: 0.7844, loss: 0.7844 2021-09-06 18:37:49,328 - mmaction - INFO - Epoch [5][900/2506] lr: 1.000e-01, eta: 13:40:37, time: 0.261, data_time: 0.004, memory: 3436, top1_acc: 0.7269, top5_acc: 0.9750, loss_cls: 0.8053, loss: 0.8053 2021-09-06 18:38:15,306 - mmaction - INFO - Epoch [5][1000/2506] lr: 1.000e-01, eta: 13:40:11, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7388, top5_acc: 0.9675, loss_cls: 0.7766, loss: 0.7766 2021-09-06 18:38:41,282 - mmaction - INFO - Epoch [5][1100/2506] lr: 1.000e-01, eta: 13:39:45, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.7375, top5_acc: 0.9700, loss_cls: 0.7975, loss: 0.7975 2021-09-06 18:39:07,302 - mmaction - INFO - Epoch [5][1200/2506] lr: 1.000e-01, eta: 13:39:19, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7500, top5_acc: 0.9762, loss_cls: 0.7562, loss: 0.7562 2021-09-06 18:39:33,168 - mmaction - INFO - Epoch [5][1300/2506] lr: 1.000e-01, eta: 13:38:52, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.7525, top5_acc: 0.9744, loss_cls: 0.7616, loss: 0.7616 2021-09-06 18:39:59,241 - mmaction - INFO - Epoch [5][1400/2506] lr: 1.000e-01, eta: 13:38:27, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.7319, top5_acc: 0.9762, loss_cls: 0.7878, loss: 0.7878 2021-09-06 18:40:25,023 - mmaction - INFO - Epoch [5][1500/2506] lr: 1.000e-01, eta: 13:37:58, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.7462, top5_acc: 0.9775, loss_cls: 0.7587, loss: 0.7587 2021-09-06 18:40:51,036 - mmaction - INFO - Epoch [5][1600/2506] lr: 1.000e-01, eta: 13:37:33, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.7550, top5_acc: 0.9794, loss_cls: 0.7195, loss: 0.7195 2021-09-06 18:41:16,825 - mmaction - INFO - Epoch [5][1700/2506] lr: 1.000e-01, eta: 13:37:04, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.7331, top5_acc: 0.9625, loss_cls: 0.8121, loss: 0.8121 2021-09-06 18:41:42,777 - mmaction - INFO - Epoch [5][1800/2506] lr: 1.000e-01, eta: 13:36:37, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.7281, top5_acc: 0.9762, loss_cls: 0.7967, loss: 0.7967 2021-09-06 18:42:08,674 - mmaction - INFO - Epoch [5][1900/2506] lr: 1.000e-01, eta: 13:36:10, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.7306, top5_acc: 0.9806, loss_cls: 0.7554, loss: 0.7554 2021-09-06 18:42:34,687 - mmaction - INFO - Epoch [5][2000/2506] lr: 1.000e-01, eta: 13:35:45, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.7556, top5_acc: 0.9800, loss_cls: 0.7265, loss: 0.7265 2021-09-06 18:43:00,558 - mmaction - INFO - Epoch [5][2100/2506] lr: 1.000e-01, eta: 13:35:17, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.7256, top5_acc: 0.9706, loss_cls: 0.8097, loss: 0.8097 2021-09-06 18:43:26,426 - mmaction - INFO - Epoch [5][2200/2506] lr: 1.000e-01, eta: 13:34:50, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.7562, top5_acc: 0.9731, loss_cls: 0.7468, loss: 0.7468 2021-09-06 18:43:52,492 - mmaction - INFO - Epoch [5][2300/2506] lr: 1.000e-01, eta: 13:34:25, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.7594, top5_acc: 0.9725, loss_cls: 0.7545, loss: 0.7545 2021-09-06 18:44:18,275 - mmaction - INFO - Epoch [5][2400/2506] lr: 1.000e-01, eta: 13:33:56, time: 0.258, data_time: 0.004, memory: 3436, top1_acc: 0.7444, top5_acc: 0.9781, loss_cls: 0.7519, loss: 0.7519 2021-09-06 18:44:44,277 - mmaction - INFO - Epoch [5][2500/2506] lr: 1.000e-01, eta: 13:33:31, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.7744, top5_acc: 0.9788, loss_cls: 0.6927, loss: 0.6927 2021-09-06 18:44:45,967 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-09-06 18:46:25,453 - mmaction - INFO - Epoch(val) [5][1031] top1_acc: 0.6353, top5_acc: 0.9383, loss_cls: 1.2063, loss: 1.2063 2021-09-06 18:46:53,802 - mmaction - INFO - Epoch [6][100/2506] lr: 1.000e-01, eta: 13:33:12, time: 0.281, data_time: 0.033, memory: 3436, top1_acc: 0.7631, top5_acc: 0.9744, loss_cls: 0.7179, loss: 0.7179 2021-09-06 18:47:19,704 - mmaction - INFO - Epoch [6][200/2506] lr: 1.000e-01, eta: 13:32:46, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7475, top5_acc: 0.9794, loss_cls: 0.7366, loss: 0.7366 2021-09-06 18:47:45,626 - mmaction - INFO - Epoch [6][300/2506] lr: 1.000e-01, eta: 13:32:19, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.7619, top5_acc: 0.9775, loss_cls: 0.7132, loss: 0.7132 2021-09-06 18:48:11,642 - mmaction - INFO - Epoch [6][400/2506] lr: 1.000e-01, eta: 13:31:54, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.7494, top5_acc: 0.9794, loss_cls: 0.7543, loss: 0.7543 2021-09-06 18:48:37,647 - mmaction - INFO - Epoch [6][500/2506] lr: 1.000e-01, eta: 13:31:28, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7500, top5_acc: 0.9769, loss_cls: 0.7554, loss: 0.7554 2021-09-06 18:49:03,424 - mmaction - INFO - Epoch [6][600/2506] lr: 1.000e-01, eta: 13:31:00, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.7412, top5_acc: 0.9750, loss_cls: 0.7453, loss: 0.7453 2021-09-06 18:49:29,312 - mmaction - INFO - Epoch [6][700/2506] lr: 1.000e-01, eta: 13:30:32, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.7669, top5_acc: 0.9750, loss_cls: 0.6895, loss: 0.6895 2021-09-06 18:49:55,228 - mmaction - INFO - Epoch [6][800/2506] lr: 1.000e-01, eta: 13:30:06, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.7631, top5_acc: 0.9775, loss_cls: 0.6659, loss: 0.6659 2021-09-06 18:50:21,212 - mmaction - INFO - Epoch [6][900/2506] lr: 1.000e-01, eta: 13:29:40, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.7506, top5_acc: 0.9775, loss_cls: 0.7256, loss: 0.7256 2021-09-06 18:50:47,056 - mmaction - INFO - Epoch [6][1000/2506] lr: 1.000e-01, eta: 13:29:12, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 0.7825, top5_acc: 0.9800, loss_cls: 0.6693, loss: 0.6693 2021-09-06 18:51:12,895 - mmaction - INFO - Epoch [6][1100/2506] lr: 1.000e-01, eta: 13:28:44, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 0.7606, top5_acc: 0.9806, loss_cls: 0.7146, loss: 0.7146 2021-09-06 18:51:38,861 - mmaction - INFO - Epoch [6][1200/2506] lr: 1.000e-01, eta: 13:28:18, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7644, top5_acc: 0.9844, loss_cls: 0.7002, loss: 0.7002 2021-09-06 18:52:04,793 - mmaction - INFO - Epoch [6][1300/2506] lr: 1.000e-01, eta: 13:27:52, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.7681, top5_acc: 0.9744, loss_cls: 0.7147, loss: 0.7147 2021-09-06 18:52:30,563 - mmaction - INFO - Epoch [6][1400/2506] lr: 1.000e-01, eta: 13:27:23, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.7544, top5_acc: 0.9775, loss_cls: 0.7158, loss: 0.7158 2021-09-06 18:52:56,478 - mmaction - INFO - Epoch [6][1500/2506] lr: 1.000e-01, eta: 13:26:56, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.7688, top5_acc: 0.9806, loss_cls: 0.7139, loss: 0.7139 2021-09-06 18:53:22,240 - mmaction - INFO - Epoch [6][1600/2506] lr: 1.000e-01, eta: 13:26:28, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.7788, top5_acc: 0.9806, loss_cls: 0.6426, loss: 0.6426 2021-09-06 18:53:48,227 - mmaction - INFO - Epoch [6][1700/2506] lr: 1.000e-01, eta: 13:26:02, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.7762, top5_acc: 0.9850, loss_cls: 0.6592, loss: 0.6592 2021-09-06 18:54:14,047 - mmaction - INFO - Epoch [6][1800/2506] lr: 1.000e-01, eta: 13:25:34, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.7700, top5_acc: 0.9769, loss_cls: 0.6899, loss: 0.6899 2021-09-06 18:54:39,972 - mmaction - INFO - Epoch [6][1900/2506] lr: 1.000e-01, eta: 13:25:08, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.7706, top5_acc: 0.9794, loss_cls: 0.6924, loss: 0.6924 2021-09-06 18:55:06,048 - mmaction - INFO - Epoch [6][2000/2506] lr: 1.000e-01, eta: 13:24:43, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.7606, top5_acc: 0.9788, loss_cls: 0.7273, loss: 0.7273 2021-09-06 18:55:32,038 - mmaction - INFO - Epoch [6][2100/2506] lr: 1.000e-01, eta: 13:24:17, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7588, top5_acc: 0.9794, loss_cls: 0.6931, loss: 0.6931 2021-09-06 18:55:57,953 - mmaction - INFO - Epoch [6][2200/2506] lr: 1.000e-01, eta: 13:23:51, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.7419, top5_acc: 0.9819, loss_cls: 0.7287, loss: 0.7287 2021-09-06 18:56:23,727 - mmaction - INFO - Epoch [6][2300/2506] lr: 1.000e-01, eta: 13:23:22, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 0.7569, top5_acc: 0.9775, loss_cls: 0.7109, loss: 0.7109 2021-09-06 18:56:49,453 - mmaction - INFO - Epoch [6][2400/2506] lr: 1.000e-01, eta: 13:22:53, time: 0.257, data_time: 0.006, memory: 3436, top1_acc: 0.7800, top5_acc: 0.9800, loss_cls: 0.6317, loss: 0.6317 2021-09-06 18:57:15,142 - mmaction - INFO - Epoch [6][2500/2506] lr: 1.000e-01, eta: 13:22:24, time: 0.257, data_time: 0.003, memory: 3436, top1_acc: 0.7556, top5_acc: 0.9775, loss_cls: 0.7024, loss: 0.7024 2021-09-06 18:57:44,510 - mmaction - INFO - Epoch [7][100/2506] lr: 1.000e-01, eta: 13:21:55, time: 0.274, data_time: 0.023, memory: 3436, top1_acc: 0.7825, top5_acc: 0.9806, loss_cls: 0.6417, loss: 0.6417 2021-09-06 18:58:09,815 - mmaction - INFO - Epoch [7][200/2506] lr: 1.000e-01, eta: 13:21:21, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.7894, top5_acc: 0.9800, loss_cls: 0.6237, loss: 0.6237 2021-09-06 18:58:35,196 - mmaction - INFO - Epoch [7][300/2506] lr: 1.000e-01, eta: 13:20:49, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.8037, top5_acc: 0.9906, loss_cls: 0.5532, loss: 0.5532 2021-09-06 18:59:00,510 - mmaction - INFO - Epoch [7][400/2506] lr: 1.000e-01, eta: 13:20:15, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.7731, top5_acc: 0.9850, loss_cls: 0.6593, loss: 0.6593 2021-09-06 18:59:25,778 - mmaction - INFO - Epoch [7][500/2506] lr: 1.000e-01, eta: 13:19:41, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.7869, top5_acc: 0.9856, loss_cls: 0.6421, loss: 0.6421 2021-09-06 18:59:51,047 - mmaction - INFO - Epoch [7][600/2506] lr: 1.000e-01, eta: 13:19:07, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.7550, top5_acc: 0.9738, loss_cls: 0.7670, loss: 0.7670 2021-09-06 19:00:16,299 - mmaction - INFO - Epoch [7][700/2506] lr: 1.000e-01, eta: 13:18:33, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.7819, top5_acc: 0.9806, loss_cls: 0.6705, loss: 0.6705 2021-09-06 19:00:41,536 - mmaction - INFO - Epoch [7][800/2506] lr: 1.000e-01, eta: 13:17:59, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.7844, top5_acc: 0.9856, loss_cls: 0.6604, loss: 0.6604 2021-09-06 19:01:06,811 - mmaction - INFO - Epoch [7][900/2506] lr: 1.000e-01, eta: 13:17:25, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.7906, top5_acc: 0.9794, loss_cls: 0.6514, loss: 0.6514 2021-09-06 19:01:32,057 - mmaction - INFO - Epoch [7][1000/2506] lr: 1.000e-01, eta: 13:16:52, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.7538, top5_acc: 0.9831, loss_cls: 0.6764, loss: 0.6764 2021-09-06 19:01:57,440 - mmaction - INFO - Epoch [7][1100/2506] lr: 1.000e-01, eta: 13:16:19, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.7800, top5_acc: 0.9838, loss_cls: 0.6576, loss: 0.6576 2021-09-06 19:02:23,387 - mmaction - INFO - Epoch [7][1200/2506] lr: 1.000e-01, eta: 13:15:54, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.7612, top5_acc: 0.9762, loss_cls: 0.7150, loss: 0.7150 2021-09-06 19:02:49,357 - mmaction - INFO - Epoch [7][1300/2506] lr: 1.000e-01, eta: 13:15:28, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.7725, top5_acc: 0.9794, loss_cls: 0.6793, loss: 0.6793 2021-09-06 19:03:15,433 - mmaction - INFO - Epoch [7][1400/2506] lr: 1.000e-01, eta: 13:15:04, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.7731, top5_acc: 0.9806, loss_cls: 0.6679, loss: 0.6679 2021-09-06 19:03:41,558 - mmaction - INFO - Epoch [7][1500/2506] lr: 1.000e-01, eta: 13:14:41, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.7850, top5_acc: 0.9788, loss_cls: 0.6260, loss: 0.6260 2021-09-06 19:04:07,592 - mmaction - INFO - Epoch [7][1600/2506] lr: 1.000e-01, eta: 13:14:16, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.7656, top5_acc: 0.9769, loss_cls: 0.7136, loss: 0.7136 2021-09-06 19:04:33,496 - mmaction - INFO - Epoch [7][1700/2506] lr: 1.000e-01, eta: 13:13:50, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.7569, top5_acc: 0.9844, loss_cls: 0.6865, loss: 0.6865 2021-09-06 19:04:59,657 - mmaction - INFO - Epoch [7][1800/2506] lr: 1.000e-01, eta: 13:13:27, time: 0.262, data_time: 0.006, memory: 3436, top1_acc: 0.7719, top5_acc: 0.9775, loss_cls: 0.7028, loss: 0.7028 2021-09-06 19:05:25,806 - mmaction - INFO - Epoch [7][1900/2506] lr: 1.000e-01, eta: 13:13:03, time: 0.262, data_time: 0.007, memory: 3436, top1_acc: 0.7762, top5_acc: 0.9844, loss_cls: 0.6666, loss: 0.6666 2021-09-06 19:05:51,786 - mmaction - INFO - Epoch [7][2000/2506] lr: 1.000e-01, eta: 13:12:38, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.7706, top5_acc: 0.9838, loss_cls: 0.6635, loss: 0.6635 2021-09-06 19:06:17,808 - mmaction - INFO - Epoch [7][2100/2506] lr: 1.000e-01, eta: 13:12:13, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7806, top5_acc: 0.9838, loss_cls: 0.6424, loss: 0.6424 2021-09-06 19:06:43,920 - mmaction - INFO - Epoch [7][2200/2506] lr: 1.000e-01, eta: 13:11:49, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.7625, top5_acc: 0.9800, loss_cls: 0.7098, loss: 0.7098 2021-09-06 19:07:09,828 - mmaction - INFO - Epoch [7][2300/2506] lr: 1.000e-01, eta: 13:11:23, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.7800, top5_acc: 0.9788, loss_cls: 0.6523, loss: 0.6523 2021-09-06 19:07:35,926 - mmaction - INFO - Epoch [7][2400/2506] lr: 1.000e-01, eta: 13:10:58, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.7831, top5_acc: 0.9800, loss_cls: 0.6312, loss: 0.6312 2021-09-06 19:08:01,997 - mmaction - INFO - Epoch [7][2500/2506] lr: 1.000e-01, eta: 13:10:34, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.8156, top5_acc: 0.9881, loss_cls: 0.5484, loss: 0.5484 2021-09-06 19:08:36,339 - mmaction - INFO - Epoch [8][100/2506] lr: 1.000e-01, eta: 13:10:59, time: 0.325, data_time: 0.077, memory: 3436, top1_acc: 0.7825, top5_acc: 0.9806, loss_cls: 0.6541, loss: 0.6541 2021-09-06 19:09:02,436 - mmaction - INFO - Epoch [8][200/2506] lr: 1.000e-01, eta: 13:10:34, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.7869, top5_acc: 0.9806, loss_cls: 0.6119, loss: 0.6119 2021-09-06 19:09:28,459 - mmaction - INFO - Epoch [8][300/2506] lr: 1.000e-01, eta: 13:10:09, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7863, top5_acc: 0.9794, loss_cls: 0.6500, loss: 0.6500 2021-09-06 19:09:54,478 - mmaction - INFO - Epoch [8][400/2506] lr: 1.000e-01, eta: 13:09:44, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.7963, top5_acc: 0.9831, loss_cls: 0.6122, loss: 0.6122 2021-09-06 19:10:20,422 - mmaction - INFO - Epoch [8][500/2506] lr: 1.000e-01, eta: 13:09:17, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.7856, top5_acc: 0.9844, loss_cls: 0.6309, loss: 0.6309 2021-09-06 19:10:46,321 - mmaction - INFO - Epoch [8][600/2506] lr: 1.000e-01, eta: 13:08:51, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.7806, top5_acc: 0.9838, loss_cls: 0.6349, loss: 0.6349 2021-09-06 19:11:12,180 - mmaction - INFO - Epoch [8][700/2506] lr: 1.000e-01, eta: 13:08:24, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.7781, top5_acc: 0.9781, loss_cls: 0.6587, loss: 0.6587 2021-09-06 19:11:38,188 - mmaction - INFO - Epoch [8][800/2506] lr: 1.000e-01, eta: 13:07:59, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7831, top5_acc: 0.9788, loss_cls: 0.6487, loss: 0.6487 2021-09-06 19:12:04,173 - mmaction - INFO - Epoch [8][900/2506] lr: 1.000e-01, eta: 13:07:33, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7969, top5_acc: 0.9831, loss_cls: 0.6426, loss: 0.6426 2021-09-06 19:12:30,228 - mmaction - INFO - Epoch [8][1000/2506] lr: 1.000e-01, eta: 13:07:08, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.7756, top5_acc: 0.9775, loss_cls: 0.6497, loss: 0.6497 2021-09-06 19:12:56,161 - mmaction - INFO - Epoch [8][1100/2506] lr: 1.000e-01, eta: 13:06:42, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.8094, top5_acc: 0.9812, loss_cls: 0.5930, loss: 0.5930 2021-09-06 19:13:22,261 - mmaction - INFO - Epoch [8][1200/2506] lr: 1.000e-01, eta: 13:06:17, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.8031, top5_acc: 0.9806, loss_cls: 0.6030, loss: 0.6030 2021-09-06 19:13:48,254 - mmaction - INFO - Epoch [8][1300/2506] lr: 1.000e-01, eta: 13:05:51, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7881, top5_acc: 0.9794, loss_cls: 0.6484, loss: 0.6484 2021-09-06 19:14:14,401 - mmaction - INFO - Epoch [8][1400/2506] lr: 1.000e-01, eta: 13:05:27, time: 0.261, data_time: 0.014, memory: 3436, top1_acc: 0.8106, top5_acc: 0.9881, loss_cls: 0.5549, loss: 0.5549 2021-09-06 19:14:40,396 - mmaction - INFO - Epoch [8][1500/2506] lr: 1.000e-01, eta: 13:05:02, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.7688, top5_acc: 0.9788, loss_cls: 0.6828, loss: 0.6828 2021-09-06 19:15:06,440 - mmaction - INFO - Epoch [8][1600/2506] lr: 1.000e-01, eta: 13:04:36, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.7756, top5_acc: 0.9838, loss_cls: 0.6518, loss: 0.6518 2021-09-06 19:15:32,262 - mmaction - INFO - Epoch [8][1700/2506] lr: 1.000e-01, eta: 13:04:09, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.7975, top5_acc: 0.9831, loss_cls: 0.5926, loss: 0.5926 2021-09-06 19:15:58,152 - mmaction - INFO - Epoch [8][1800/2506] lr: 1.000e-01, eta: 13:03:42, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.7806, top5_acc: 0.9800, loss_cls: 0.6449, loss: 0.6449 2021-09-06 19:16:24,048 - mmaction - INFO - Epoch [8][1900/2506] lr: 1.000e-01, eta: 13:03:16, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.8013, top5_acc: 0.9812, loss_cls: 0.5807, loss: 0.5807 2021-09-06 19:16:50,035 - mmaction - INFO - Epoch [8][2000/2506] lr: 1.000e-01, eta: 13:02:50, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7669, top5_acc: 0.9756, loss_cls: 0.6932, loss: 0.6932 2021-09-06 19:17:16,093 - mmaction - INFO - Epoch [8][2100/2506] lr: 1.000e-01, eta: 13:02:25, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.7906, top5_acc: 0.9806, loss_cls: 0.6310, loss: 0.6310 2021-09-06 19:17:42,170 - mmaction - INFO - Epoch [8][2200/2506] lr: 1.000e-01, eta: 13:02:00, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.8037, top5_acc: 0.9844, loss_cls: 0.6023, loss: 0.6023 2021-09-06 19:18:08,195 - mmaction - INFO - Epoch [8][2300/2506] lr: 1.000e-01, eta: 13:01:35, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7906, top5_acc: 0.9838, loss_cls: 0.6395, loss: 0.6395 2021-09-06 19:18:34,216 - mmaction - INFO - Epoch [8][2400/2506] lr: 1.000e-01, eta: 13:01:09, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.7869, top5_acc: 0.9869, loss_cls: 0.6113, loss: 0.6113 2021-09-06 19:19:00,319 - mmaction - INFO - Epoch [8][2500/2506] lr: 1.000e-01, eta: 13:00:45, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.7769, top5_acc: 0.9800, loss_cls: 0.6520, loss: 0.6520 2021-09-06 19:19:30,398 - mmaction - INFO - Epoch [9][100/2506] lr: 1.000e-01, eta: 13:00:24, time: 0.283, data_time: 0.030, memory: 3436, top1_acc: 0.7825, top5_acc: 0.9862, loss_cls: 0.6236, loss: 0.6236 2021-09-06 19:19:56,443 - mmaction - INFO - Epoch [9][200/2506] lr: 1.000e-01, eta: 12:59:59, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7981, top5_acc: 0.9856, loss_cls: 0.5671, loss: 0.5671 2021-09-06 19:20:22,459 - mmaction - INFO - Epoch [9][300/2506] lr: 1.000e-01, eta: 12:59:33, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.8031, top5_acc: 0.9875, loss_cls: 0.5830, loss: 0.5830 2021-09-06 19:20:48,382 - mmaction - INFO - Epoch [9][400/2506] lr: 1.000e-01, eta: 12:59:07, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.8137, top5_acc: 0.9919, loss_cls: 0.5582, loss: 0.5582 2021-09-06 19:21:14,458 - mmaction - INFO - Epoch [9][500/2506] lr: 1.000e-01, eta: 12:58:42, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.8113, top5_acc: 0.9825, loss_cls: 0.5923, loss: 0.5923 2021-09-06 19:21:40,463 - mmaction - INFO - Epoch [9][600/2506] lr: 1.000e-01, eta: 12:58:16, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.7906, top5_acc: 0.9831, loss_cls: 0.6182, loss: 0.6182 2021-09-06 19:22:06,326 - mmaction - INFO - Epoch [9][700/2506] lr: 1.000e-01, eta: 12:57:49, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.8169, top5_acc: 0.9825, loss_cls: 0.5598, loss: 0.5598 2021-09-06 19:22:32,342 - mmaction - INFO - Epoch [9][800/2506] lr: 1.000e-01, eta: 12:57:24, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7913, top5_acc: 0.9881, loss_cls: 0.6278, loss: 0.6278 2021-09-06 19:22:58,411 - mmaction - INFO - Epoch [9][900/2506] lr: 1.000e-01, eta: 12:56:59, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.7963, top5_acc: 0.9862, loss_cls: 0.6090, loss: 0.6090 2021-09-06 19:23:24,414 - mmaction - INFO - Epoch [9][1000/2506] lr: 1.000e-01, eta: 12:56:33, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.7863, top5_acc: 0.9831, loss_cls: 0.6163, loss: 0.6163 2021-09-06 19:23:50,305 - mmaction - INFO - Epoch [9][1100/2506] lr: 1.000e-01, eta: 12:56:06, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7906, top5_acc: 0.9844, loss_cls: 0.5841, loss: 0.5841 2021-09-06 19:24:16,380 - mmaction - INFO - Epoch [9][1200/2506] lr: 1.000e-01, eta: 12:55:41, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.8031, top5_acc: 0.9856, loss_cls: 0.5975, loss: 0.5975 2021-09-06 19:24:42,507 - mmaction - INFO - Epoch [9][1300/2506] lr: 1.000e-01, eta: 12:55:17, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.7925, top5_acc: 0.9856, loss_cls: 0.5951, loss: 0.5951 2021-09-06 19:25:08,412 - mmaction - INFO - Epoch [9][1400/2506] lr: 1.000e-01, eta: 12:54:50, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.8069, top5_acc: 0.9888, loss_cls: 0.5617, loss: 0.5617 2021-09-06 19:25:34,361 - mmaction - INFO - Epoch [9][1500/2506] lr: 1.000e-01, eta: 12:54:24, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.8019, top5_acc: 0.9781, loss_cls: 0.5751, loss: 0.5751 2021-09-06 19:26:00,373 - mmaction - INFO - Epoch [9][1600/2506] lr: 1.000e-01, eta: 12:53:58, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.8250, top5_acc: 0.9875, loss_cls: 0.5163, loss: 0.5163 2021-09-06 19:26:26,294 - mmaction - INFO - Epoch [9][1700/2506] lr: 1.000e-01, eta: 12:53:32, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7963, top5_acc: 0.9800, loss_cls: 0.6187, loss: 0.6187 2021-09-06 19:26:52,176 - mmaction - INFO - Epoch [9][1800/2506] lr: 1.000e-01, eta: 12:53:05, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7837, top5_acc: 0.9831, loss_cls: 0.6293, loss: 0.6293 2021-09-06 19:27:18,065 - mmaction - INFO - Epoch [9][1900/2506] lr: 1.000e-01, eta: 12:52:39, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.7931, top5_acc: 0.9838, loss_cls: 0.6049, loss: 0.6049 2021-09-06 19:27:44,057 - mmaction - INFO - Epoch [9][2000/2506] lr: 1.000e-01, eta: 12:52:13, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.8013, top5_acc: 0.9856, loss_cls: 0.5868, loss: 0.5868 2021-09-06 19:28:10,015 - mmaction - INFO - Epoch [9][2100/2506] lr: 1.000e-01, eta: 12:51:47, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.8031, top5_acc: 0.9869, loss_cls: 0.5664, loss: 0.5664 2021-09-06 19:28:36,003 - mmaction - INFO - Epoch [9][2200/2506] lr: 1.000e-01, eta: 12:51:21, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7825, top5_acc: 0.9850, loss_cls: 0.6499, loss: 0.6499 2021-09-06 19:29:01,934 - mmaction - INFO - Epoch [9][2300/2506] lr: 1.000e-01, eta: 12:50:55, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.8025, top5_acc: 0.9775, loss_cls: 0.6088, loss: 0.6088 2021-09-06 19:29:27,906 - mmaction - INFO - Epoch [9][2400/2506] lr: 1.000e-01, eta: 12:50:29, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.7869, top5_acc: 0.9800, loss_cls: 0.6532, loss: 0.6532 2021-09-06 19:29:53,958 - mmaction - INFO - Epoch [9][2500/2506] lr: 1.000e-01, eta: 12:50:04, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.8181, top5_acc: 0.9806, loss_cls: 0.5839, loss: 0.5839 2021-09-06 19:30:24,178 - mmaction - INFO - Epoch [10][100/2506] lr: 1.000e-01, eta: 12:49:43, time: 0.284, data_time: 0.031, memory: 3436, top1_acc: 0.7987, top5_acc: 0.9862, loss_cls: 0.5367, loss: 0.5367 2021-09-06 19:30:50,120 - mmaction - INFO - Epoch [10][200/2506] lr: 1.000e-01, eta: 12:49:17, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.8056, top5_acc: 0.9862, loss_cls: 0.5614, loss: 0.5614 2021-09-06 19:31:16,074 - mmaction - INFO - Epoch [10][300/2506] lr: 1.000e-01, eta: 12:48:51, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.8213, top5_acc: 0.9894, loss_cls: 0.5187, loss: 0.5187 2021-09-06 19:31:42,001 - mmaction - INFO - Epoch [10][400/2506] lr: 1.000e-01, eta: 12:48:24, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.8256, top5_acc: 0.9925, loss_cls: 0.4785, loss: 0.4785 2021-09-06 19:32:08,035 - mmaction - INFO - Epoch [10][500/2506] lr: 1.000e-01, eta: 12:47:59, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.8050, top5_acc: 0.9869, loss_cls: 0.5741, loss: 0.5741 2021-09-06 19:32:34,075 - mmaction - INFO - Epoch [10][600/2506] lr: 1.000e-01, eta: 12:47:34, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.8194, top5_acc: 0.9881, loss_cls: 0.5542, loss: 0.5542 2021-09-06 19:33:00,199 - mmaction - INFO - Epoch [10][700/2506] lr: 1.000e-01, eta: 12:47:09, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.8006, top5_acc: 0.9838, loss_cls: 0.6022, loss: 0.6022 2021-09-06 19:33:26,098 - mmaction - INFO - Epoch [10][800/2506] lr: 1.000e-01, eta: 12:46:42, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.8044, top5_acc: 0.9881, loss_cls: 0.5842, loss: 0.5842 2021-09-06 19:33:51,925 - mmaction - INFO - Epoch [10][900/2506] lr: 1.000e-01, eta: 12:46:15, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.8087, top5_acc: 0.9919, loss_cls: 0.5453, loss: 0.5453 2021-09-06 19:34:17,936 - mmaction - INFO - Epoch [10][1000/2506] lr: 1.000e-01, eta: 12:45:49, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.7906, top5_acc: 0.9850, loss_cls: 0.5947, loss: 0.5947 2021-09-06 19:34:44,089 - mmaction - INFO - Epoch [10][1100/2506] lr: 1.000e-01, eta: 12:45:25, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.7931, top5_acc: 0.9825, loss_cls: 0.6225, loss: 0.6225 2021-09-06 19:35:10,127 - mmaction - INFO - Epoch [10][1200/2506] lr: 1.000e-01, eta: 12:44:59, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.8050, top5_acc: 0.9862, loss_cls: 0.5838, loss: 0.5838 2021-09-06 19:35:36,182 - mmaction - INFO - Epoch [10][1300/2506] lr: 1.000e-01, eta: 12:44:34, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.8056, top5_acc: 0.9850, loss_cls: 0.5694, loss: 0.5694 2021-09-06 19:36:02,196 - mmaction - INFO - Epoch [10][1400/2506] lr: 1.000e-01, eta: 12:44:08, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.7856, top5_acc: 0.9825, loss_cls: 0.6136, loss: 0.6136 2021-09-06 19:36:28,189 - mmaction - INFO - Epoch [10][1500/2506] lr: 1.000e-01, eta: 12:43:42, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.8194, top5_acc: 0.9900, loss_cls: 0.5377, loss: 0.5377 2021-09-06 19:36:54,203 - mmaction - INFO - Epoch [10][1600/2506] lr: 1.000e-01, eta: 12:43:17, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.8006, top5_acc: 0.9844, loss_cls: 0.5964, loss: 0.5964 2021-09-06 19:37:20,071 - mmaction - INFO - Epoch [10][1700/2506] lr: 1.000e-01, eta: 12:42:50, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.8075, top5_acc: 0.9862, loss_cls: 0.5708, loss: 0.5708 2021-09-06 19:37:45,994 - mmaction - INFO - Epoch [10][1800/2506] lr: 1.000e-01, eta: 12:42:24, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.7875, top5_acc: 0.9831, loss_cls: 0.6286, loss: 0.6286 2021-09-06 19:38:12,022 - mmaction - INFO - Epoch [10][1900/2506] lr: 1.000e-01, eta: 12:41:58, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.8275, top5_acc: 0.9900, loss_cls: 0.5193, loss: 0.5193 2021-09-06 19:38:37,974 - mmaction - INFO - Epoch [10][2000/2506] lr: 1.000e-01, eta: 12:41:32, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.7887, top5_acc: 0.9850, loss_cls: 0.6164, loss: 0.6164 2021-09-06 19:39:03,968 - mmaction - INFO - Epoch [10][2100/2506] lr: 1.000e-01, eta: 12:41:06, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.8000, top5_acc: 0.9825, loss_cls: 0.6226, loss: 0.6226 2021-09-06 19:39:29,913 - mmaction - INFO - Epoch [10][2200/2506] lr: 1.000e-01, eta: 12:40:40, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.7975, top5_acc: 0.9856, loss_cls: 0.5983, loss: 0.5983 2021-09-06 19:39:55,876 - mmaction - INFO - Epoch [10][2300/2506] lr: 1.000e-01, eta: 12:40:14, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.8013, top5_acc: 0.9812, loss_cls: 0.6279, loss: 0.6279 2021-09-06 19:40:21,777 - mmaction - INFO - Epoch [10][2400/2506] lr: 1.000e-01, eta: 12:39:47, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.7931, top5_acc: 0.9869, loss_cls: 0.5950, loss: 0.5950 2021-09-06 19:40:47,709 - mmaction - INFO - Epoch [10][2500/2506] lr: 1.000e-01, eta: 12:39:21, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.8225, top5_acc: 0.9862, loss_cls: 0.5772, loss: 0.5772 2021-09-06 19:40:49,284 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-09-06 19:42:30,146 - mmaction - INFO - Epoch(val) [10][1031] top1_acc: 0.6816, top5_acc: 0.9396, loss_cls: 1.1060, loss: 1.1060 2021-09-06 19:42:58,574 - mmaction - INFO - Epoch [11][100/2506] lr: 1.000e-02, eta: 12:38:59, time: 0.283, data_time: 0.034, memory: 3436, top1_acc: 0.8594, top5_acc: 0.9938, loss_cls: 0.4223, loss: 0.4223 2021-09-06 19:43:24,339 - mmaction - INFO - Epoch [11][200/2506] lr: 1.000e-02, eta: 12:38:31, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.8862, top5_acc: 0.9956, loss_cls: 0.3374, loss: 0.3374 2021-09-06 19:43:50,062 - mmaction - INFO - Epoch [11][300/2506] lr: 1.000e-02, eta: 12:38:04, time: 0.257, data_time: 0.009, memory: 3436, top1_acc: 0.8869, top5_acc: 0.9938, loss_cls: 0.3427, loss: 0.3427 2021-09-06 19:44:16,054 - mmaction - INFO - Epoch [11][400/2506] lr: 1.000e-02, eta: 12:37:38, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.8869, top5_acc: 0.9950, loss_cls: 0.3309, loss: 0.3309 2021-09-06 19:44:41,963 - mmaction - INFO - Epoch [11][500/2506] lr: 1.000e-02, eta: 12:37:11, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.8925, top5_acc: 0.9938, loss_cls: 0.3336, loss: 0.3336 2021-09-06 19:45:07,932 - mmaction - INFO - Epoch [11][600/2506] lr: 1.000e-02, eta: 12:36:45, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.8950, top5_acc: 0.9969, loss_cls: 0.3193, loss: 0.3193 2021-09-06 19:45:33,934 - mmaction - INFO - Epoch [11][700/2506] lr: 1.000e-02, eta: 12:36:20, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.8888, top5_acc: 0.9956, loss_cls: 0.3164, loss: 0.3164 2021-09-06 19:45:59,876 - mmaction - INFO - Epoch [11][800/2506] lr: 1.000e-02, eta: 12:35:53, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9131, top5_acc: 0.9969, loss_cls: 0.2664, loss: 0.2664 2021-09-06 19:46:25,871 - mmaction - INFO - Epoch [11][900/2506] lr: 1.000e-02, eta: 12:35:28, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9012, top5_acc: 0.9988, loss_cls: 0.2958, loss: 0.2958 2021-09-06 19:46:51,844 - mmaction - INFO - Epoch [11][1000/2506] lr: 1.000e-02, eta: 12:35:01, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9044, top5_acc: 0.9969, loss_cls: 0.2875, loss: 0.2875 2021-09-06 19:47:17,699 - mmaction - INFO - Epoch [11][1100/2506] lr: 1.000e-02, eta: 12:34:35, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9106, top5_acc: 0.9962, loss_cls: 0.2790, loss: 0.2790 2021-09-06 19:47:43,542 - mmaction - INFO - Epoch [11][1200/2506] lr: 1.000e-02, eta: 12:34:08, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.8831, top5_acc: 0.9988, loss_cls: 0.3165, loss: 0.3165 2021-09-06 19:48:09,361 - mmaction - INFO - Epoch [11][1300/2506] lr: 1.000e-02, eta: 12:33:41, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 0.8881, top5_acc: 0.9975, loss_cls: 0.3121, loss: 0.3121 2021-09-06 19:48:35,364 - mmaction - INFO - Epoch [11][1400/2506] lr: 1.000e-02, eta: 12:33:15, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9062, top5_acc: 0.9956, loss_cls: 0.2845, loss: 0.2845 2021-09-06 19:49:01,202 - mmaction - INFO - Epoch [11][1500/2506] lr: 1.000e-02, eta: 12:32:48, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.8944, top5_acc: 0.9956, loss_cls: 0.2976, loss: 0.2976 2021-09-06 19:49:27,070 - mmaction - INFO - Epoch [11][1600/2506] lr: 1.000e-02, eta: 12:32:22, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.8975, top5_acc: 0.9969, loss_cls: 0.2780, loss: 0.2780 2021-09-06 19:49:53,008 - mmaction - INFO - Epoch [11][1700/2506] lr: 1.000e-02, eta: 12:31:55, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9100, top5_acc: 0.9944, loss_cls: 0.2687, loss: 0.2687 2021-09-06 19:50:19,051 - mmaction - INFO - Epoch [11][1800/2506] lr: 1.000e-02, eta: 12:31:30, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9006, top5_acc: 0.9956, loss_cls: 0.2790, loss: 0.2790 2021-09-06 19:50:45,141 - mmaction - INFO - Epoch [11][1900/2506] lr: 1.000e-02, eta: 12:31:05, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9056, top5_acc: 0.9962, loss_cls: 0.2616, loss: 0.2616 2021-09-06 19:51:10,961 - mmaction - INFO - Epoch [11][2000/2506] lr: 1.000e-02, eta: 12:30:38, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9100, top5_acc: 0.9969, loss_cls: 0.2759, loss: 0.2759 2021-09-06 19:51:36,999 - mmaction - INFO - Epoch [11][2100/2506] lr: 1.000e-02, eta: 12:30:12, time: 0.260, data_time: 0.013, memory: 3436, top1_acc: 0.9087, top5_acc: 0.9975, loss_cls: 0.2685, loss: 0.2685 2021-09-06 19:52:03,016 - mmaction - INFO - Epoch [11][2200/2506] lr: 1.000e-02, eta: 12:29:46, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9062, top5_acc: 0.9981, loss_cls: 0.2650, loss: 0.2650 2021-09-06 19:52:28,874 - mmaction - INFO - Epoch [11][2300/2506] lr: 1.000e-02, eta: 12:29:20, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9156, top5_acc: 0.9975, loss_cls: 0.2586, loss: 0.2586 2021-09-06 19:52:54,774 - mmaction - INFO - Epoch [11][2400/2506] lr: 1.000e-02, eta: 12:28:53, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.8950, top5_acc: 0.9975, loss_cls: 0.2826, loss: 0.2826 2021-09-06 19:53:20,692 - mmaction - INFO - Epoch [11][2500/2506] lr: 1.000e-02, eta: 12:28:27, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9237, top5_acc: 0.9956, loss_cls: 0.2392, loss: 0.2392 2021-09-06 19:53:50,752 - mmaction - INFO - Epoch [12][100/2506] lr: 1.000e-02, eta: 12:28:04, time: 0.283, data_time: 0.030, memory: 3436, top1_acc: 0.9187, top5_acc: 0.9969, loss_cls: 0.2335, loss: 0.2335 2021-09-06 19:54:16,755 - mmaction - INFO - Epoch [12][200/2506] lr: 1.000e-02, eta: 12:27:38, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9225, top5_acc: 0.9975, loss_cls: 0.2224, loss: 0.2224 2021-09-06 19:54:42,773 - mmaction - INFO - Epoch [12][300/2506] lr: 1.000e-02, eta: 12:27:13, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9106, top5_acc: 0.9975, loss_cls: 0.2578, loss: 0.2578 2021-09-06 19:55:08,734 - mmaction - INFO - Epoch [12][400/2506] lr: 1.000e-02, eta: 12:26:47, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9256, top5_acc: 0.9956, loss_cls: 0.2304, loss: 0.2304 2021-09-06 19:55:34,764 - mmaction - INFO - Epoch [12][500/2506] lr: 1.000e-02, eta: 12:26:21, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9106, top5_acc: 0.9969, loss_cls: 0.2491, loss: 0.2491 2021-09-06 19:56:00,827 - mmaction - INFO - Epoch [12][600/2506] lr: 1.000e-02, eta: 12:25:56, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9206, top5_acc: 0.9969, loss_cls: 0.2604, loss: 0.2604 2021-09-06 19:56:26,760 - mmaction - INFO - Epoch [12][700/2506] lr: 1.000e-02, eta: 12:25:29, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9237, top5_acc: 0.9969, loss_cls: 0.2478, loss: 0.2478 2021-09-06 19:56:52,803 - mmaction - INFO - Epoch [12][800/2506] lr: 1.000e-02, eta: 12:25:04, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9156, top5_acc: 0.9962, loss_cls: 0.2534, loss: 0.2534 2021-09-06 19:57:18,840 - mmaction - INFO - Epoch [12][900/2506] lr: 1.000e-02, eta: 12:24:38, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9287, top5_acc: 0.9994, loss_cls: 0.2191, loss: 0.2191 2021-09-06 19:57:44,973 - mmaction - INFO - Epoch [12][1000/2506] lr: 1.000e-02, eta: 12:24:13, time: 0.261, data_time: 0.012, memory: 3436, top1_acc: 0.9169, top5_acc: 1.0000, loss_cls: 0.2214, loss: 0.2214 2021-09-06 19:58:10,773 - mmaction - INFO - Epoch [12][1100/2506] lr: 1.000e-02, eta: 12:23:46, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9163, top5_acc: 0.9981, loss_cls: 0.2437, loss: 0.2437 2021-09-06 19:58:36,832 - mmaction - INFO - Epoch [12][1200/2506] lr: 1.000e-02, eta: 12:23:21, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.9200, top5_acc: 0.9988, loss_cls: 0.2466, loss: 0.2466 2021-09-06 19:59:02,955 - mmaction - INFO - Epoch [12][1300/2506] lr: 1.000e-02, eta: 12:22:56, time: 0.261, data_time: 0.013, memory: 3436, top1_acc: 0.9206, top5_acc: 0.9981, loss_cls: 0.2371, loss: 0.2371 2021-09-06 19:59:28,838 - mmaction - INFO - Epoch [12][1400/2506] lr: 1.000e-02, eta: 12:22:29, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9275, top5_acc: 0.9994, loss_cls: 0.2197, loss: 0.2197 2021-09-06 19:59:54,852 - mmaction - INFO - Epoch [12][1500/2506] lr: 1.000e-02, eta: 12:22:03, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9144, top5_acc: 0.9962, loss_cls: 0.2566, loss: 0.2566 2021-09-06 20:00:20,795 - mmaction - INFO - Epoch [12][1600/2506] lr: 1.000e-02, eta: 12:21:37, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9287, top5_acc: 1.0000, loss_cls: 0.2218, loss: 0.2218 2021-09-06 20:00:46,654 - mmaction - INFO - Epoch [12][1700/2506] lr: 1.000e-02, eta: 12:21:10, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9275, top5_acc: 0.9981, loss_cls: 0.2246, loss: 0.2246 2021-09-06 20:01:12,718 - mmaction - INFO - Epoch [12][1800/2506] lr: 1.000e-02, eta: 12:20:45, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9113, top5_acc: 0.9975, loss_cls: 0.2591, loss: 0.2591 2021-09-06 20:01:38,871 - mmaction - INFO - Epoch [12][1900/2506] lr: 1.000e-02, eta: 12:20:20, time: 0.262, data_time: 0.007, memory: 3436, top1_acc: 0.9119, top5_acc: 0.9981, loss_cls: 0.2591, loss: 0.2591 2021-09-06 20:02:04,807 - mmaction - INFO - Epoch [12][2000/2506] lr: 1.000e-02, eta: 12:19:54, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9206, top5_acc: 0.9981, loss_cls: 0.2351, loss: 0.2351 2021-09-06 20:02:30,736 - mmaction - INFO - Epoch [12][2100/2506] lr: 1.000e-02, eta: 12:19:28, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9125, top5_acc: 0.9956, loss_cls: 0.2536, loss: 0.2536 2021-09-06 20:02:56,750 - mmaction - INFO - Epoch [12][2200/2506] lr: 1.000e-02, eta: 12:19:02, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9206, top5_acc: 0.9975, loss_cls: 0.2338, loss: 0.2338 2021-09-06 20:03:22,814 - mmaction - INFO - Epoch [12][2300/2506] lr: 1.000e-02, eta: 12:18:36, time: 0.261, data_time: 0.012, memory: 3436, top1_acc: 0.9206, top5_acc: 0.9975, loss_cls: 0.2312, loss: 0.2312 2021-09-06 20:03:48,992 - mmaction - INFO - Epoch [12][2400/2506] lr: 1.000e-02, eta: 12:18:11, time: 0.262, data_time: 0.011, memory: 3436, top1_acc: 0.9225, top5_acc: 0.9994, loss_cls: 0.2284, loss: 0.2284 2021-09-06 20:04:14,991 - mmaction - INFO - Epoch [12][2500/2506] lr: 1.000e-02, eta: 12:17:46, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9263, top5_acc: 0.9975, loss_cls: 0.2226, loss: 0.2226 2021-09-06 20:04:45,357 - mmaction - INFO - Epoch [13][100/2506] lr: 1.000e-02, eta: 12:17:24, time: 0.285, data_time: 0.030, memory: 3436, top1_acc: 0.9387, top5_acc: 0.9994, loss_cls: 0.1925, loss: 0.1925 2021-09-06 20:05:11,255 - mmaction - INFO - Epoch [13][200/2506] lr: 1.000e-02, eta: 12:16:57, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9325, top5_acc: 0.9994, loss_cls: 0.2046, loss: 0.2046 2021-09-06 20:05:36,903 - mmaction - INFO - Epoch [13][300/2506] lr: 1.000e-02, eta: 12:16:30, time: 0.257, data_time: 0.003, memory: 3436, top1_acc: 0.9294, top5_acc: 0.9981, loss_cls: 0.2089, loss: 0.2089 2021-09-06 20:06:02,476 - mmaction - INFO - Epoch [13][400/2506] lr: 1.000e-02, eta: 12:16:01, time: 0.255, data_time: 0.002, memory: 3436, top1_acc: 0.9250, top5_acc: 0.9988, loss_cls: 0.2085, loss: 0.2085 2021-09-06 20:06:27,699 - mmaction - INFO - Epoch [13][500/2506] lr: 1.000e-02, eta: 12:15:31, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9231, top5_acc: 0.9975, loss_cls: 0.2152, loss: 0.2152 2021-09-06 20:06:53,600 - mmaction - INFO - Epoch [13][600/2506] lr: 1.000e-02, eta: 12:15:04, time: 0.257, data_time: 0.002, memory: 3436, top1_acc: 0.9131, top5_acc: 0.9975, loss_cls: 0.2347, loss: 0.2347 2021-09-06 20:07:18,888 - mmaction - INFO - Epoch [13][700/2506] lr: 1.000e-02, eta: 12:14:35, time: 0.254, data_time: 0.004, memory: 3436, top1_acc: 0.9331, top5_acc: 0.9981, loss_cls: 0.1964, loss: 0.1964 2021-09-06 20:07:44,259 - mmaction - INFO - Epoch [13][800/2506] lr: 1.000e-02, eta: 12:14:06, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.9281, top5_acc: 0.9975, loss_cls: 0.2084, loss: 0.2084 2021-09-06 20:08:09,544 - mmaction - INFO - Epoch [13][900/2506] lr: 1.000e-02, eta: 12:13:36, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9256, top5_acc: 0.9975, loss_cls: 0.2124, loss: 0.2124 2021-09-06 20:08:34,779 - mmaction - INFO - Epoch [13][1000/2506] lr: 1.000e-02, eta: 12:13:06, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9244, top5_acc: 0.9988, loss_cls: 0.2218, loss: 0.2218 2021-09-06 20:09:00,062 - mmaction - INFO - Epoch [13][1100/2506] lr: 1.000e-02, eta: 12:12:36, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9175, top5_acc: 0.9975, loss_cls: 0.2485, loss: 0.2485 2021-09-06 20:09:25,346 - mmaction - INFO - Epoch [13][1200/2506] lr: 1.000e-02, eta: 12:12:07, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9381, top5_acc: 0.9969, loss_cls: 0.2146, loss: 0.2146 2021-09-06 20:09:50,650 - mmaction - INFO - Epoch [13][1300/2506] lr: 1.000e-02, eta: 12:11:37, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9213, top5_acc: 0.9981, loss_cls: 0.2285, loss: 0.2285 2021-09-06 20:10:15,940 - mmaction - INFO - Epoch [13][1400/2506] lr: 1.000e-02, eta: 12:11:07, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9250, top5_acc: 0.9994, loss_cls: 0.2176, loss: 0.2176 2021-09-06 20:10:41,195 - mmaction - INFO - Epoch [13][1500/2506] lr: 1.000e-02, eta: 12:10:38, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9313, top5_acc: 0.9988, loss_cls: 0.2095, loss: 0.2095 2021-09-06 20:11:06,600 - mmaction - INFO - Epoch [13][1600/2506] lr: 1.000e-02, eta: 12:10:09, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.9256, top5_acc: 0.9969, loss_cls: 0.2176, loss: 0.2176 2021-09-06 20:11:32,622 - mmaction - INFO - Epoch [13][1700/2506] lr: 1.000e-02, eta: 12:09:43, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9200, top5_acc: 0.9969, loss_cls: 0.2344, loss: 0.2344 2021-09-06 20:11:58,186 - mmaction - INFO - Epoch [13][1800/2506] lr: 1.000e-02, eta: 12:09:15, time: 0.256, data_time: 0.004, memory: 3436, top1_acc: 0.9331, top5_acc: 0.9969, loss_cls: 0.2082, loss: 0.2082 2021-09-06 20:12:23,332 - mmaction - INFO - Epoch [13][1900/2506] lr: 1.000e-02, eta: 12:08:45, time: 0.251, data_time: 0.002, memory: 3436, top1_acc: 0.9237, top5_acc: 0.9975, loss_cls: 0.2196, loss: 0.2196 2021-09-06 20:12:48,864 - mmaction - INFO - Epoch [13][2000/2506] lr: 1.000e-02, eta: 12:08:17, time: 0.255, data_time: 0.004, memory: 3436, top1_acc: 0.9294, top5_acc: 0.9981, loss_cls: 0.2124, loss: 0.2124 2021-09-06 20:13:14,967 - mmaction - INFO - Epoch [13][2100/2506] lr: 1.000e-02, eta: 12:07:52, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9300, top5_acc: 0.9981, loss_cls: 0.2090, loss: 0.2090 2021-09-06 20:13:40,976 - mmaction - INFO - Epoch [13][2200/2506] lr: 1.000e-02, eta: 12:07:26, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9263, top5_acc: 0.9981, loss_cls: 0.2155, loss: 0.2155 2021-09-06 20:14:06,933 - mmaction - INFO - Epoch [13][2300/2506] lr: 1.000e-02, eta: 12:07:00, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9306, top5_acc: 0.9981, loss_cls: 0.1927, loss: 0.1927 2021-09-06 20:14:33,170 - mmaction - INFO - Epoch [13][2400/2506] lr: 1.000e-02, eta: 12:06:36, time: 0.262, data_time: 0.011, memory: 3436, top1_acc: 0.9263, top5_acc: 0.9994, loss_cls: 0.2000, loss: 0.2000 2021-09-06 20:14:59,133 - mmaction - INFO - Epoch [13][2500/2506] lr: 1.000e-02, eta: 12:06:10, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9363, top5_acc: 0.9988, loss_cls: 0.1996, loss: 0.1996 2021-09-06 20:15:29,497 - mmaction - INFO - Epoch [14][100/2506] lr: 1.000e-02, eta: 12:05:48, time: 0.286, data_time: 0.032, memory: 3436, top1_acc: 0.9263, top5_acc: 0.9988, loss_cls: 0.2056, loss: 0.2056 2021-09-06 20:15:55,616 - mmaction - INFO - Epoch [14][200/2506] lr: 1.000e-02, eta: 12:05:23, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9356, top5_acc: 0.9988, loss_cls: 0.2072, loss: 0.2072 2021-09-06 20:16:21,590 - mmaction - INFO - Epoch [14][300/2506] lr: 1.000e-02, eta: 12:04:57, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9463, top5_acc: 0.9988, loss_cls: 0.1730, loss: 0.1730 2021-09-06 20:16:47,563 - mmaction - INFO - Epoch [14][400/2506] lr: 1.000e-02, eta: 12:04:31, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9313, top5_acc: 0.9994, loss_cls: 0.1961, loss: 0.1961 2021-09-06 20:17:13,665 - mmaction - INFO - Epoch [14][500/2506] lr: 1.000e-02, eta: 12:04:06, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9394, top5_acc: 1.0000, loss_cls: 0.1809, loss: 0.1809 2021-09-06 20:17:39,572 - mmaction - INFO - Epoch [14][600/2506] lr: 1.000e-02, eta: 12:03:40, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9381, top5_acc: 0.9994, loss_cls: 0.1774, loss: 0.1774 2021-09-06 20:18:05,597 - mmaction - INFO - Epoch [14][700/2506] lr: 1.000e-02, eta: 12:03:14, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9363, top5_acc: 0.9981, loss_cls: 0.1945, loss: 0.1945 2021-09-06 20:18:31,802 - mmaction - INFO - Epoch [14][800/2506] lr: 1.000e-02, eta: 12:02:49, time: 0.262, data_time: 0.009, memory: 3436, top1_acc: 0.9469, top5_acc: 0.9994, loss_cls: 0.1802, loss: 0.1802 2021-09-06 20:18:57,996 - mmaction - INFO - Epoch [14][900/2506] lr: 1.000e-02, eta: 12:02:25, time: 0.262, data_time: 0.007, memory: 3436, top1_acc: 0.9344, top5_acc: 0.9975, loss_cls: 0.2047, loss: 0.2047 2021-09-06 20:19:24,083 - mmaction - INFO - Epoch [14][1000/2506] lr: 1.000e-02, eta: 12:01:59, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9319, top5_acc: 0.9969, loss_cls: 0.1979, loss: 0.1979 2021-09-06 20:19:50,044 - mmaction - INFO - Epoch [14][1100/2506] lr: 1.000e-02, eta: 12:01:33, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9387, top5_acc: 0.9988, loss_cls: 0.1768, loss: 0.1768 2021-09-06 20:20:16,058 - mmaction - INFO - Epoch [14][1200/2506] lr: 1.000e-02, eta: 12:01:08, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9287, top5_acc: 0.9981, loss_cls: 0.2034, loss: 0.2034 2021-09-06 20:20:42,131 - mmaction - INFO - Epoch [14][1300/2506] lr: 1.000e-02, eta: 12:00:42, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9331, top5_acc: 0.9975, loss_cls: 0.1847, loss: 0.1847 2021-09-06 20:21:08,143 - mmaction - INFO - Epoch [14][1400/2506] lr: 1.000e-02, eta: 12:00:17, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9325, top5_acc: 0.9981, loss_cls: 0.1926, loss: 0.1926 2021-09-06 20:21:34,079 - mmaction - INFO - Epoch [14][1500/2506] lr: 1.000e-02, eta: 11:59:51, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9275, top5_acc: 0.9981, loss_cls: 0.2138, loss: 0.2138 2021-09-06 20:22:00,016 - mmaction - INFO - Epoch [14][1600/2506] lr: 1.000e-02, eta: 11:59:24, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9350, top5_acc: 0.9988, loss_cls: 0.1918, loss: 0.1918 2021-09-06 20:22:26,068 - mmaction - INFO - Epoch [14][1700/2506] lr: 1.000e-02, eta: 11:58:59, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9275, top5_acc: 0.9969, loss_cls: 0.2068, loss: 0.2068 2021-09-06 20:22:51,939 - mmaction - INFO - Epoch [14][1800/2506] lr: 1.000e-02, eta: 11:58:33, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9337, top5_acc: 0.9994, loss_cls: 0.1963, loss: 0.1963 2021-09-06 20:23:18,056 - mmaction - INFO - Epoch [14][1900/2506] lr: 1.000e-02, eta: 11:58:07, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9337, top5_acc: 1.0000, loss_cls: 0.1845, loss: 0.1845 2021-09-06 20:23:43,968 - mmaction - INFO - Epoch [14][2000/2506] lr: 1.000e-02, eta: 11:57:41, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9463, top5_acc: 0.9988, loss_cls: 0.1843, loss: 0.1843 2021-09-06 20:24:09,869 - mmaction - INFO - Epoch [14][2100/2506] lr: 1.000e-02, eta: 11:57:15, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9369, top5_acc: 0.9988, loss_cls: 0.1877, loss: 0.1877 2021-09-06 20:24:35,814 - mmaction - INFO - Epoch [14][2200/2506] lr: 1.000e-02, eta: 11:56:49, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9400, top5_acc: 0.9975, loss_cls: 0.1915, loss: 0.1915 2021-09-06 20:25:01,841 - mmaction - INFO - Epoch [14][2300/2506] lr: 1.000e-02, eta: 11:56:23, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9375, top5_acc: 0.9981, loss_cls: 0.1839, loss: 0.1839 2021-09-06 20:25:27,914 - mmaction - INFO - Epoch [14][2400/2506] lr: 1.000e-02, eta: 11:55:58, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9369, top5_acc: 0.9988, loss_cls: 0.2006, loss: 0.2006 2021-09-06 20:25:54,072 - mmaction - INFO - Epoch [14][2500/2506] lr: 1.000e-02, eta: 11:55:33, time: 0.262, data_time: 0.009, memory: 3436, top1_acc: 0.9350, top5_acc: 0.9994, loss_cls: 0.1856, loss: 0.1856 2021-09-06 20:26:23,985 - mmaction - INFO - Epoch [15][100/2506] lr: 1.000e-02, eta: 11:55:08, time: 0.281, data_time: 0.030, memory: 3436, top1_acc: 0.9556, top5_acc: 0.9994, loss_cls: 0.1584, loss: 0.1584 2021-09-06 20:26:49,878 - mmaction - INFO - Epoch [15][200/2506] lr: 1.000e-02, eta: 11:54:42, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.9381, top5_acc: 1.0000, loss_cls: 0.1719, loss: 0.1719 2021-09-06 20:27:15,896 - mmaction - INFO - Epoch [15][300/2506] lr: 1.000e-02, eta: 11:54:16, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9387, top5_acc: 0.9988, loss_cls: 0.1846, loss: 0.1846 2021-09-06 20:27:41,774 - mmaction - INFO - Epoch [15][400/2506] lr: 1.000e-02, eta: 11:53:50, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9394, top5_acc: 0.9969, loss_cls: 0.1878, loss: 0.1878 2021-09-06 20:28:07,721 - mmaction - INFO - Epoch [15][500/2506] lr: 1.000e-02, eta: 11:53:24, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9444, top5_acc: 0.9981, loss_cls: 0.1796, loss: 0.1796 2021-09-06 20:28:33,734 - mmaction - INFO - Epoch [15][600/2506] lr: 1.000e-02, eta: 11:52:58, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9494, top5_acc: 1.0000, loss_cls: 0.1617, loss: 0.1617 2021-09-06 20:28:59,519 - mmaction - INFO - Epoch [15][700/2506] lr: 1.000e-02, eta: 11:52:31, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 0.9350, top5_acc: 0.9994, loss_cls: 0.1906, loss: 0.1906 2021-09-06 20:29:25,451 - mmaction - INFO - Epoch [15][800/2506] lr: 1.000e-02, eta: 11:52:05, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9444, top5_acc: 1.0000, loss_cls: 0.1642, loss: 0.1642 2021-09-06 20:29:51,415 - mmaction - INFO - Epoch [15][900/2506] lr: 1.000e-02, eta: 11:51:39, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9387, top5_acc: 0.9981, loss_cls: 0.1708, loss: 0.1708 2021-09-06 20:30:17,515 - mmaction - INFO - Epoch [15][1000/2506] lr: 1.000e-02, eta: 11:51:14, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9406, top5_acc: 1.0000, loss_cls: 0.1698, loss: 0.1698 2021-09-06 20:30:43,509 - mmaction - INFO - Epoch [15][1100/2506] lr: 1.000e-02, eta: 11:50:48, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9350, top5_acc: 0.9981, loss_cls: 0.1833, loss: 0.1833 2021-09-06 20:31:09,402 - mmaction - INFO - Epoch [15][1200/2506] lr: 1.000e-02, eta: 11:50:22, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9431, top5_acc: 0.9988, loss_cls: 0.1680, loss: 0.1680 2021-09-06 20:31:35,231 - mmaction - INFO - Epoch [15][1300/2506] lr: 1.000e-02, eta: 11:49:55, time: 0.258, data_time: 0.011, memory: 3436, top1_acc: 0.9487, top5_acc: 0.9994, loss_cls: 0.1556, loss: 0.1556 2021-09-06 20:32:01,209 - mmaction - INFO - Epoch [15][1400/2506] lr: 1.000e-02, eta: 11:49:30, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9375, top5_acc: 0.9969, loss_cls: 0.1855, loss: 0.1855 2021-09-06 20:32:27,158 - mmaction - INFO - Epoch [15][1500/2506] lr: 1.000e-02, eta: 11:49:04, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9331, top5_acc: 0.9981, loss_cls: 0.1834, loss: 0.1834 2021-09-06 20:32:53,149 - mmaction - INFO - Epoch [15][1600/2506] lr: 1.000e-02, eta: 11:48:38, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.9450, top5_acc: 0.9994, loss_cls: 0.1735, loss: 0.1735 2021-09-06 20:33:19,095 - mmaction - INFO - Epoch [15][1700/2506] lr: 1.000e-02, eta: 11:48:12, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9344, top5_acc: 0.9988, loss_cls: 0.1920, loss: 0.1920 2021-09-06 20:33:45,061 - mmaction - INFO - Epoch [15][1800/2506] lr: 1.000e-02, eta: 11:47:46, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9375, top5_acc: 1.0000, loss_cls: 0.1766, loss: 0.1766 2021-09-06 20:34:11,042 - mmaction - INFO - Epoch [15][1900/2506] lr: 1.000e-02, eta: 11:47:20, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9350, top5_acc: 1.0000, loss_cls: 0.1814, loss: 0.1814 2021-09-06 20:34:37,035 - mmaction - INFO - Epoch [15][2000/2506] lr: 1.000e-02, eta: 11:46:54, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9250, top5_acc: 0.9969, loss_cls: 0.2021, loss: 0.2021 2021-09-06 20:35:02,886 - mmaction - INFO - Epoch [15][2100/2506] lr: 1.000e-02, eta: 11:46:28, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9425, top5_acc: 1.0000, loss_cls: 0.1779, loss: 0.1779 2021-09-06 20:35:28,869 - mmaction - INFO - Epoch [15][2200/2506] lr: 1.000e-02, eta: 11:46:02, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9394, top5_acc: 0.9994, loss_cls: 0.1694, loss: 0.1694 2021-09-06 20:35:54,769 - mmaction - INFO - Epoch [15][2300/2506] lr: 1.000e-02, eta: 11:45:36, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9431, top5_acc: 0.9981, loss_cls: 0.1751, loss: 0.1751 2021-09-06 20:36:20,760 - mmaction - INFO - Epoch [15][2400/2506] lr: 1.000e-02, eta: 11:45:10, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9513, top5_acc: 0.9994, loss_cls: 0.1562, loss: 0.1562 2021-09-06 20:36:46,718 - mmaction - INFO - Epoch [15][2500/2506] lr: 1.000e-02, eta: 11:44:44, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9363, top5_acc: 0.9975, loss_cls: 0.1887, loss: 0.1887 2021-09-06 20:36:48,322 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-09-06 20:38:27,210 - mmaction - INFO - Epoch(val) [15][1031] top1_acc: 0.8478, top5_acc: 0.9867, loss_cls: 0.4924, loss: 0.4924 2021-09-06 20:38:55,306 - mmaction - INFO - Epoch [16][100/2506] lr: 1.000e-02, eta: 11:44:18, time: 0.280, data_time: 0.028, memory: 3436, top1_acc: 0.9550, top5_acc: 0.9994, loss_cls: 0.1553, loss: 0.1553 2021-09-06 20:39:21,079 - mmaction - INFO - Epoch [16][200/2506] lr: 1.000e-02, eta: 11:43:51, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9569, top5_acc: 0.9994, loss_cls: 0.1455, loss: 0.1455 2021-09-06 20:39:47,085 - mmaction - INFO - Epoch [16][300/2506] lr: 1.000e-02, eta: 11:43:26, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9419, top5_acc: 1.0000, loss_cls: 0.1646, loss: 0.1646 2021-09-06 20:40:12,975 - mmaction - INFO - Epoch [16][400/2506] lr: 1.000e-02, eta: 11:42:59, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9425, top5_acc: 0.9981, loss_cls: 0.1701, loss: 0.1701 2021-09-06 20:40:39,071 - mmaction - INFO - Epoch [16][500/2506] lr: 1.000e-02, eta: 11:42:34, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9550, top5_acc: 0.9988, loss_cls: 0.1519, loss: 0.1519 2021-09-06 20:41:05,012 - mmaction - INFO - Epoch [16][600/2506] lr: 1.000e-02, eta: 11:42:08, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9463, top5_acc: 0.9994, loss_cls: 0.1615, loss: 0.1615 2021-09-06 20:41:31,009 - mmaction - INFO - Epoch [16][700/2506] lr: 1.000e-02, eta: 11:41:42, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9400, top5_acc: 0.9988, loss_cls: 0.1701, loss: 0.1701 2021-09-06 20:41:56,847 - mmaction - INFO - Epoch [16][800/2506] lr: 1.000e-02, eta: 11:41:16, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9431, top5_acc: 0.9994, loss_cls: 0.1669, loss: 0.1669 2021-09-06 20:42:22,742 - mmaction - INFO - Epoch [16][900/2506] lr: 1.000e-02, eta: 11:40:50, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9600, top5_acc: 0.9988, loss_cls: 0.1295, loss: 0.1295 2021-09-06 20:42:48,554 - mmaction - INFO - Epoch [16][1000/2506] lr: 1.000e-02, eta: 11:40:23, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9487, top5_acc: 1.0000, loss_cls: 0.1469, loss: 0.1469 2021-09-06 20:43:14,526 - mmaction - INFO - Epoch [16][1100/2506] lr: 1.000e-02, eta: 11:39:57, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9456, top5_acc: 1.0000, loss_cls: 0.1543, loss: 0.1543 2021-09-06 20:43:40,540 - mmaction - INFO - Epoch [16][1200/2506] lr: 1.000e-02, eta: 11:39:31, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9394, top5_acc: 0.9994, loss_cls: 0.1850, loss: 0.1850 2021-09-06 20:44:06,396 - mmaction - INFO - Epoch [16][1300/2506] lr: 1.000e-02, eta: 11:39:05, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9481, top5_acc: 0.9994, loss_cls: 0.1673, loss: 0.1673 2021-09-06 20:44:32,334 - mmaction - INFO - Epoch [16][1400/2506] lr: 1.000e-02, eta: 11:38:39, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9481, top5_acc: 0.9994, loss_cls: 0.1601, loss: 0.1601 2021-09-06 20:44:58,201 - mmaction - INFO - Epoch [16][1500/2506] lr: 1.000e-02, eta: 11:38:13, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9400, top5_acc: 1.0000, loss_cls: 0.1655, loss: 0.1655 2021-09-06 20:45:24,094 - mmaction - INFO - Epoch [16][1600/2506] lr: 1.000e-02, eta: 11:37:46, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9363, top5_acc: 1.0000, loss_cls: 0.1739, loss: 0.1739 2021-09-06 20:45:50,006 - mmaction - INFO - Epoch [16][1700/2506] lr: 1.000e-02, eta: 11:37:20, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9425, top5_acc: 0.9994, loss_cls: 0.1719, loss: 0.1719 2021-09-06 20:46:16,022 - mmaction - INFO - Epoch [16][1800/2506] lr: 1.000e-02, eta: 11:36:54, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9444, top5_acc: 1.0000, loss_cls: 0.1651, loss: 0.1651 2021-09-06 20:46:42,025 - mmaction - INFO - Epoch [16][1900/2506] lr: 1.000e-02, eta: 11:36:29, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9525, top5_acc: 0.9994, loss_cls: 0.1484, loss: 0.1484 2021-09-06 20:47:08,109 - mmaction - INFO - Epoch [16][2000/2506] lr: 1.000e-02, eta: 11:36:03, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9481, top5_acc: 1.0000, loss_cls: 0.1585, loss: 0.1585 2021-09-06 20:47:34,208 - mmaction - INFO - Epoch [16][2100/2506] lr: 1.000e-02, eta: 11:35:38, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9494, top5_acc: 0.9981, loss_cls: 0.1627, loss: 0.1627 2021-09-06 20:48:00,178 - mmaction - INFO - Epoch [16][2200/2506] lr: 1.000e-02, eta: 11:35:12, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9531, top5_acc: 1.0000, loss_cls: 0.1356, loss: 0.1356 2021-09-06 20:48:26,094 - mmaction - INFO - Epoch [16][2300/2506] lr: 1.000e-02, eta: 11:34:46, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9375, top5_acc: 0.9981, loss_cls: 0.1737, loss: 0.1737 2021-09-06 20:48:52,003 - mmaction - INFO - Epoch [16][2400/2506] lr: 1.000e-02, eta: 11:34:20, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9456, top5_acc: 0.9988, loss_cls: 0.1573, loss: 0.1573 2021-09-06 20:49:17,848 - mmaction - INFO - Epoch [16][2500/2506] lr: 1.000e-02, eta: 11:33:53, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 0.9369, top5_acc: 0.9981, loss_cls: 0.1825, loss: 0.1825 2021-09-06 20:49:47,689 - mmaction - INFO - Epoch [17][100/2506] lr: 1.000e-02, eta: 11:33:28, time: 0.280, data_time: 0.031, memory: 3436, top1_acc: 0.9569, top5_acc: 0.9994, loss_cls: 0.1460, loss: 0.1460 2021-09-06 20:50:13,569 - mmaction - INFO - Epoch [17][200/2506] lr: 1.000e-02, eta: 11:33:01, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9437, top5_acc: 0.9994, loss_cls: 0.1688, loss: 0.1688 2021-09-06 20:50:39,725 - mmaction - INFO - Epoch [17][300/2506] lr: 1.000e-02, eta: 11:32:36, time: 0.262, data_time: 0.005, memory: 3436, top1_acc: 0.9556, top5_acc: 0.9994, loss_cls: 0.1414, loss: 0.1414 2021-09-06 20:51:05,694 - mmaction - INFO - Epoch [17][400/2506] lr: 1.000e-02, eta: 11:32:10, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9563, top5_acc: 0.9994, loss_cls: 0.1348, loss: 0.1348 2021-09-06 20:51:31,748 - mmaction - INFO - Epoch [17][500/2506] lr: 1.000e-02, eta: 11:31:45, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9513, top5_acc: 0.9981, loss_cls: 0.1511, loss: 0.1511 2021-09-06 20:51:57,653 - mmaction - INFO - Epoch [17][600/2506] lr: 1.000e-02, eta: 11:31:19, time: 0.259, data_time: 0.004, memory: 3436, top1_acc: 0.9531, top5_acc: 0.9988, loss_cls: 0.1432, loss: 0.1432 2021-09-06 20:52:23,634 - mmaction - INFO - Epoch [17][700/2506] lr: 1.000e-02, eta: 11:30:53, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9506, top5_acc: 1.0000, loss_cls: 0.1492, loss: 0.1492 2021-09-06 20:52:49,483 - mmaction - INFO - Epoch [17][800/2506] lr: 1.000e-02, eta: 11:30:26, time: 0.258, data_time: 0.011, memory: 3436, top1_acc: 0.9569, top5_acc: 1.0000, loss_cls: 0.1267, loss: 0.1267 2021-09-06 20:53:15,419 - mmaction - INFO - Epoch [17][900/2506] lr: 1.000e-02, eta: 11:30:00, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9581, top5_acc: 1.0000, loss_cls: 0.1325, loss: 0.1325 2021-09-06 20:53:41,232 - mmaction - INFO - Epoch [17][1000/2506] lr: 1.000e-02, eta: 11:29:34, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9581, top5_acc: 1.0000, loss_cls: 0.1412, loss: 0.1412 2021-09-06 20:54:07,160 - mmaction - INFO - Epoch [17][1100/2506] lr: 1.000e-02, eta: 11:29:08, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9544, top5_acc: 0.9994, loss_cls: 0.1426, loss: 0.1426 2021-09-06 20:54:32,991 - mmaction - INFO - Epoch [17][1200/2506] lr: 1.000e-02, eta: 11:28:41, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9463, top5_acc: 0.9988, loss_cls: 0.1648, loss: 0.1648 2021-09-06 20:54:58,894 - mmaction - INFO - Epoch [17][1300/2506] lr: 1.000e-02, eta: 11:28:15, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9513, top5_acc: 1.0000, loss_cls: 0.1447, loss: 0.1447 2021-09-06 20:55:24,922 - mmaction - INFO - Epoch [17][1400/2506] lr: 1.000e-02, eta: 11:27:49, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9537, top5_acc: 0.9994, loss_cls: 0.1422, loss: 0.1422 2021-09-06 20:55:50,831 - mmaction - INFO - Epoch [17][1500/2506] lr: 1.000e-02, eta: 11:27:23, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9594, top5_acc: 0.9994, loss_cls: 0.1358, loss: 0.1358 2021-09-06 20:56:16,949 - mmaction - INFO - Epoch [17][1600/2506] lr: 1.000e-02, eta: 11:26:58, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9537, top5_acc: 0.9994, loss_cls: 0.1485, loss: 0.1485 2021-09-06 20:56:42,990 - mmaction - INFO - Epoch [17][1700/2506] lr: 1.000e-02, eta: 11:26:32, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9481, top5_acc: 0.9994, loss_cls: 0.1533, loss: 0.1533 2021-09-06 20:57:09,047 - mmaction - INFO - Epoch [17][1800/2506] lr: 1.000e-02, eta: 11:26:07, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9537, top5_acc: 0.9988, loss_cls: 0.1421, loss: 0.1421 2021-09-06 20:57:34,984 - mmaction - INFO - Epoch [17][1900/2506] lr: 1.000e-02, eta: 11:25:41, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9400, top5_acc: 0.9988, loss_cls: 0.1683, loss: 0.1683 2021-09-06 20:58:01,021 - mmaction - INFO - Epoch [17][2000/2506] lr: 1.000e-02, eta: 11:25:15, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9506, top5_acc: 0.9994, loss_cls: 0.1435, loss: 0.1435 2021-09-06 20:58:27,030 - mmaction - INFO - Epoch [17][2100/2506] lr: 1.000e-02, eta: 11:24:49, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9550, top5_acc: 0.9994, loss_cls: 0.1446, loss: 0.1446 2021-09-06 20:58:53,038 - mmaction - INFO - Epoch [17][2200/2506] lr: 1.000e-02, eta: 11:24:23, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9487, top5_acc: 1.0000, loss_cls: 0.1429, loss: 0.1429 2021-09-06 20:59:18,869 - mmaction - INFO - Epoch [17][2300/2506] lr: 1.000e-02, eta: 11:23:57, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9487, top5_acc: 0.9981, loss_cls: 0.1527, loss: 0.1527 2021-09-06 20:59:44,840 - mmaction - INFO - Epoch [17][2400/2506] lr: 1.000e-02, eta: 11:23:31, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9413, top5_acc: 0.9988, loss_cls: 0.1629, loss: 0.1629 2021-09-06 21:00:10,792 - mmaction - INFO - Epoch [17][2500/2506] lr: 1.000e-02, eta: 11:23:05, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9487, top5_acc: 0.9988, loss_cls: 0.1628, loss: 0.1628 2021-09-06 21:00:40,945 - mmaction - INFO - Epoch [18][100/2506] lr: 1.000e-02, eta: 11:22:40, time: 0.283, data_time: 0.032, memory: 3436, top1_acc: 0.9569, top5_acc: 0.9988, loss_cls: 0.1376, loss: 0.1376 2021-09-06 21:01:06,874 - mmaction - INFO - Epoch [18][200/2506] lr: 1.000e-02, eta: 11:22:14, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9587, top5_acc: 1.0000, loss_cls: 0.1377, loss: 0.1377 2021-09-06 21:01:33,142 - mmaction - INFO - Epoch [18][300/2506] lr: 1.000e-02, eta: 11:21:49, time: 0.263, data_time: 0.011, memory: 3436, top1_acc: 0.9637, top5_acc: 1.0000, loss_cls: 0.1187, loss: 0.1187 2021-09-06 21:01:59,210 - mmaction - INFO - Epoch [18][400/2506] lr: 1.000e-02, eta: 11:21:24, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9506, top5_acc: 1.0000, loss_cls: 0.1369, loss: 0.1369 2021-09-06 21:02:25,169 - mmaction - INFO - Epoch [18][500/2506] lr: 1.000e-02, eta: 11:20:58, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9525, top5_acc: 1.0000, loss_cls: 0.1376, loss: 0.1376 2021-09-06 21:02:51,294 - mmaction - INFO - Epoch [18][600/2506] lr: 1.000e-02, eta: 11:20:32, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9656, top5_acc: 1.0000, loss_cls: 0.1218, loss: 0.1218 2021-09-06 21:03:17,150 - mmaction - INFO - Epoch [18][700/2506] lr: 1.000e-02, eta: 11:20:06, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9594, top5_acc: 0.9994, loss_cls: 0.1383, loss: 0.1383 2021-09-06 21:03:43,136 - mmaction - INFO - Epoch [18][800/2506] lr: 1.000e-02, eta: 11:19:40, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9537, top5_acc: 1.0000, loss_cls: 0.1374, loss: 0.1374 2021-09-06 21:04:09,094 - mmaction - INFO - Epoch [18][900/2506] lr: 1.000e-02, eta: 11:19:14, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9594, top5_acc: 1.0000, loss_cls: 0.1245, loss: 0.1245 2021-09-06 21:04:34,947 - mmaction - INFO - Epoch [18][1000/2506] lr: 1.000e-02, eta: 11:18:48, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9594, top5_acc: 0.9988, loss_cls: 0.1246, loss: 0.1246 2021-09-06 21:05:00,878 - mmaction - INFO - Epoch [18][1100/2506] lr: 1.000e-02, eta: 11:18:22, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9494, top5_acc: 1.0000, loss_cls: 0.1535, loss: 0.1535 2021-09-06 21:05:26,763 - mmaction - INFO - Epoch [18][1200/2506] lr: 1.000e-02, eta: 11:17:55, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9694, top5_acc: 1.0000, loss_cls: 0.1143, loss: 0.1143 2021-09-06 21:05:52,770 - mmaction - INFO - Epoch [18][1300/2506] lr: 1.000e-02, eta: 11:17:30, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9587, top5_acc: 1.0000, loss_cls: 0.1291, loss: 0.1291 2021-09-06 21:06:18,647 - mmaction - INFO - Epoch [18][1400/2506] lr: 1.000e-02, eta: 11:17:03, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9544, top5_acc: 1.0000, loss_cls: 0.1370, loss: 0.1370 2021-09-06 21:06:44,779 - mmaction - INFO - Epoch [18][1500/2506] lr: 1.000e-02, eta: 11:16:38, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9537, top5_acc: 0.9994, loss_cls: 0.1416, loss: 0.1416 2021-09-06 21:07:10,731 - mmaction - INFO - Epoch [18][1600/2506] lr: 1.000e-02, eta: 11:16:12, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9525, top5_acc: 0.9981, loss_cls: 0.1352, loss: 0.1352 2021-09-06 21:07:36,487 - mmaction - INFO - Epoch [18][1700/2506] lr: 1.000e-02, eta: 11:15:45, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9425, top5_acc: 1.0000, loss_cls: 0.1513, loss: 0.1513 2021-09-06 21:08:02,416 - mmaction - INFO - Epoch [18][1800/2506] lr: 1.000e-02, eta: 11:15:19, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9537, top5_acc: 0.9994, loss_cls: 0.1282, loss: 0.1282 2021-09-06 21:08:28,210 - mmaction - INFO - Epoch [18][1900/2506] lr: 1.000e-02, eta: 11:14:53, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9525, top5_acc: 0.9994, loss_cls: 0.1430, loss: 0.1430 2021-09-06 21:08:54,147 - mmaction - INFO - Epoch [18][2000/2506] lr: 1.000e-02, eta: 11:14:27, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9494, top5_acc: 0.9994, loss_cls: 0.1474, loss: 0.1474 2021-09-06 21:09:19,965 - mmaction - INFO - Epoch [18][2100/2506] lr: 1.000e-02, eta: 11:14:00, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9631, top5_acc: 0.9994, loss_cls: 0.1228, loss: 0.1228 2021-09-06 21:09:45,993 - mmaction - INFO - Epoch [18][2200/2506] lr: 1.000e-02, eta: 11:13:34, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9431, top5_acc: 0.9994, loss_cls: 0.1535, loss: 0.1535 2021-09-06 21:10:11,903 - mmaction - INFO - Epoch [18][2300/2506] lr: 1.000e-02, eta: 11:13:08, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9494, top5_acc: 0.9994, loss_cls: 0.1513, loss: 0.1513 2021-09-06 21:10:37,932 - mmaction - INFO - Epoch [18][2400/2506] lr: 1.000e-02, eta: 11:12:43, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9550, top5_acc: 1.0000, loss_cls: 0.1376, loss: 0.1376 2021-09-06 21:11:03,724 - mmaction - INFO - Epoch [18][2500/2506] lr: 1.000e-02, eta: 11:12:16, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9550, top5_acc: 0.9994, loss_cls: 0.1431, loss: 0.1431 2021-09-06 21:11:33,742 - mmaction - INFO - Epoch [19][100/2506] lr: 1.000e-02, eta: 11:11:51, time: 0.282, data_time: 0.031, memory: 3436, top1_acc: 0.9550, top5_acc: 1.0000, loss_cls: 0.1225, loss: 0.1225 2021-09-06 21:11:59,652 - mmaction - INFO - Epoch [19][200/2506] lr: 1.000e-02, eta: 11:11:25, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9756, top5_acc: 0.9994, loss_cls: 0.0960, loss: 0.0960 2021-09-06 21:12:25,629 - mmaction - INFO - Epoch [19][300/2506] lr: 1.000e-02, eta: 11:10:59, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9681, top5_acc: 1.0000, loss_cls: 0.1112, loss: 0.1112 2021-09-06 21:12:51,637 - mmaction - INFO - Epoch [19][400/2506] lr: 1.000e-02, eta: 11:10:33, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9775, top5_acc: 0.9994, loss_cls: 0.0987, loss: 0.0987 2021-09-06 21:13:17,388 - mmaction - INFO - Epoch [19][500/2506] lr: 1.000e-02, eta: 11:10:06, time: 0.257, data_time: 0.009, memory: 3436, top1_acc: 0.9631, top5_acc: 1.0000, loss_cls: 0.1185, loss: 0.1185 2021-09-06 21:13:43,332 - mmaction - INFO - Epoch [19][600/2506] lr: 1.000e-02, eta: 11:09:40, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9650, top5_acc: 1.0000, loss_cls: 0.1089, loss: 0.1089 2021-09-06 21:14:09,410 - mmaction - INFO - Epoch [19][700/2506] lr: 1.000e-02, eta: 11:09:15, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9663, top5_acc: 0.9981, loss_cls: 0.1194, loss: 0.1194 2021-09-06 21:14:35,473 - mmaction - INFO - Epoch [19][800/2506] lr: 1.000e-02, eta: 11:08:49, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9581, top5_acc: 1.0000, loss_cls: 0.1312, loss: 0.1312 2021-09-06 21:15:01,083 - mmaction - INFO - Epoch [19][900/2506] lr: 1.000e-02, eta: 11:08:22, time: 0.256, data_time: 0.004, memory: 3436, top1_acc: 0.9669, top5_acc: 1.0000, loss_cls: 0.1209, loss: 0.1209 2021-09-06 21:15:26,959 - mmaction - INFO - Epoch [19][1000/2506] lr: 1.000e-02, eta: 11:07:56, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9537, top5_acc: 0.9994, loss_cls: 0.1363, loss: 0.1363 2021-09-06 21:15:52,212 - mmaction - INFO - Epoch [19][1100/2506] lr: 1.000e-02, eta: 11:07:27, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9650, top5_acc: 0.9994, loss_cls: 0.1197, loss: 0.1197 2021-09-06 21:16:17,607 - mmaction - INFO - Epoch [19][1200/2506] lr: 1.000e-02, eta: 11:07:00, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.9544, top5_acc: 1.0000, loss_cls: 0.1236, loss: 0.1236 2021-09-06 21:16:42,870 - mmaction - INFO - Epoch [19][1300/2506] lr: 1.000e-02, eta: 11:06:31, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9600, top5_acc: 0.9994, loss_cls: 0.1120, loss: 0.1120 2021-09-06 21:17:08,183 - mmaction - INFO - Epoch [19][1400/2506] lr: 1.000e-02, eta: 11:06:03, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9556, top5_acc: 0.9994, loss_cls: 0.1313, loss: 0.1313 2021-09-06 21:17:33,544 - mmaction - INFO - Epoch [19][1500/2506] lr: 1.000e-02, eta: 11:05:35, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.9587, top5_acc: 0.9994, loss_cls: 0.1326, loss: 0.1326 2021-09-06 21:17:58,863 - mmaction - INFO - Epoch [19][1600/2506] lr: 1.000e-02, eta: 11:05:07, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9600, top5_acc: 1.0000, loss_cls: 0.1297, loss: 0.1297 2021-09-06 21:18:24,119 - mmaction - INFO - Epoch [19][1700/2506] lr: 1.000e-02, eta: 11:04:39, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9650, top5_acc: 0.9994, loss_cls: 0.1172, loss: 0.1172 2021-09-06 21:18:49,361 - mmaction - INFO - Epoch [19][1800/2506] lr: 1.000e-02, eta: 11:04:11, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9656, top5_acc: 1.0000, loss_cls: 0.1047, loss: 0.1047 2021-09-06 21:19:14,668 - mmaction - INFO - Epoch [19][1900/2506] lr: 1.000e-02, eta: 11:03:43, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9644, top5_acc: 1.0000, loss_cls: 0.1209, loss: 0.1209 2021-09-06 21:19:39,954 - mmaction - INFO - Epoch [19][2000/2506] lr: 1.000e-02, eta: 11:03:15, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9600, top5_acc: 1.0000, loss_cls: 0.1158, loss: 0.1158 2021-09-06 21:20:05,199 - mmaction - INFO - Epoch [19][2100/2506] lr: 1.000e-02, eta: 11:02:46, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9606, top5_acc: 0.9981, loss_cls: 0.1254, loss: 0.1254 2021-09-06 21:20:30,524 - mmaction - INFO - Epoch [19][2200/2506] lr: 1.000e-02, eta: 11:02:18, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9513, top5_acc: 1.0000, loss_cls: 0.1312, loss: 0.1312 2021-09-06 21:20:55,836 - mmaction - INFO - Epoch [19][2300/2506] lr: 1.000e-02, eta: 11:01:50, time: 0.254, data_time: 0.003, memory: 3436, top1_acc: 0.9631, top5_acc: 0.9994, loss_cls: 0.1291, loss: 0.1291 2021-09-06 21:21:21,763 - mmaction - INFO - Epoch [19][2400/2506] lr: 1.000e-02, eta: 11:01:24, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9650, top5_acc: 1.0000, loss_cls: 0.1211, loss: 0.1211 2021-09-06 21:21:47,575 - mmaction - INFO - Epoch [19][2500/2506] lr: 1.000e-02, eta: 11:00:58, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9569, top5_acc: 1.0000, loss_cls: 0.1313, loss: 0.1313 2021-09-06 21:22:18,084 - mmaction - INFO - Epoch [20][100/2506] lr: 1.000e-02, eta: 11:00:35, time: 0.288, data_time: 0.036, memory: 3436, top1_acc: 0.9675, top5_acc: 1.0000, loss_cls: 0.0988, loss: 0.0988 2021-09-06 21:22:44,123 - mmaction - INFO - Epoch [20][200/2506] lr: 1.000e-02, eta: 11:00:09, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.1056, loss: 0.1056 2021-09-06 21:23:10,190 - mmaction - INFO - Epoch [20][300/2506] lr: 1.000e-02, eta: 10:59:43, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9663, top5_acc: 1.0000, loss_cls: 0.1064, loss: 0.1064 2021-09-06 21:23:36,245 - mmaction - INFO - Epoch [20][400/2506] lr: 1.000e-02, eta: 10:59:18, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9681, top5_acc: 0.9994, loss_cls: 0.1066, loss: 0.1066 2021-09-06 21:24:02,159 - mmaction - INFO - Epoch [20][500/2506] lr: 1.000e-02, eta: 10:58:52, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9663, top5_acc: 1.0000, loss_cls: 0.1219, loss: 0.1219 2021-09-06 21:24:28,260 - mmaction - INFO - Epoch [20][600/2506] lr: 1.000e-02, eta: 10:58:26, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0925, loss: 0.0925 2021-09-06 21:24:54,346 - mmaction - INFO - Epoch [20][700/2506] lr: 1.000e-02, eta: 10:58:01, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9681, top5_acc: 1.0000, loss_cls: 0.1068, loss: 0.1068 2021-09-06 21:25:20,346 - mmaction - INFO - Epoch [20][800/2506] lr: 1.000e-02, eta: 10:57:35, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9550, top5_acc: 1.0000, loss_cls: 0.1205, loss: 0.1205 2021-09-06 21:25:46,230 - mmaction - INFO - Epoch [20][900/2506] lr: 1.000e-02, eta: 10:57:09, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9688, top5_acc: 1.0000, loss_cls: 0.1116, loss: 0.1116 2021-09-06 21:26:12,328 - mmaction - INFO - Epoch [20][1000/2506] lr: 1.000e-02, eta: 10:56:43, time: 0.261, data_time: 0.012, memory: 3436, top1_acc: 0.9556, top5_acc: 1.0000, loss_cls: 0.1271, loss: 0.1271 2021-09-06 21:26:38,161 - mmaction - INFO - Epoch [20][1100/2506] lr: 1.000e-02, eta: 10:56:17, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9669, top5_acc: 1.0000, loss_cls: 0.1014, loss: 0.1014 2021-09-06 21:27:04,051 - mmaction - INFO - Epoch [20][1200/2506] lr: 1.000e-02, eta: 10:55:51, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9625, top5_acc: 1.0000, loss_cls: 0.1222, loss: 0.1222 2021-09-06 21:27:30,236 - mmaction - INFO - Epoch [20][1300/2506] lr: 1.000e-02, eta: 10:55:26, time: 0.262, data_time: 0.006, memory: 3436, top1_acc: 0.9719, top5_acc: 0.9994, loss_cls: 0.1096, loss: 0.1096 2021-09-06 21:27:56,290 - mmaction - INFO - Epoch [20][1400/2506] lr: 1.000e-02, eta: 10:55:00, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9513, top5_acc: 0.9994, loss_cls: 0.1302, loss: 0.1302 2021-09-06 21:28:22,404 - mmaction - INFO - Epoch [20][1500/2506] lr: 1.000e-02, eta: 10:54:35, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9681, top5_acc: 1.0000, loss_cls: 0.1046, loss: 0.1046 2021-09-06 21:28:48,461 - mmaction - INFO - Epoch [20][1600/2506] lr: 1.000e-02, eta: 10:54:09, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9587, top5_acc: 1.0000, loss_cls: 0.1270, loss: 0.1270 2021-09-06 21:29:14,421 - mmaction - INFO - Epoch [20][1700/2506] lr: 1.000e-02, eta: 10:53:43, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9656, top5_acc: 0.9994, loss_cls: 0.1135, loss: 0.1135 2021-09-06 21:29:40,438 - mmaction - INFO - Epoch [20][1800/2506] lr: 1.000e-02, eta: 10:53:17, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9637, top5_acc: 0.9994, loss_cls: 0.1212, loss: 0.1212 2021-09-06 21:30:06,525 - mmaction - INFO - Epoch [20][1900/2506] lr: 1.000e-02, eta: 10:52:52, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9525, top5_acc: 0.9994, loss_cls: 0.1336, loss: 0.1336 2021-09-06 21:30:32,483 - mmaction - INFO - Epoch [20][2000/2506] lr: 1.000e-02, eta: 10:52:26, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9550, top5_acc: 1.0000, loss_cls: 0.1252, loss: 0.1252 2021-09-06 21:30:58,581 - mmaction - INFO - Epoch [20][2100/2506] lr: 1.000e-02, eta: 10:52:01, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9619, top5_acc: 1.0000, loss_cls: 0.1192, loss: 0.1192 2021-09-06 21:31:24,506 - mmaction - INFO - Epoch [20][2200/2506] lr: 1.000e-02, eta: 10:51:34, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9706, top5_acc: 0.9994, loss_cls: 0.1024, loss: 0.1024 2021-09-06 21:31:50,523 - mmaction - INFO - Epoch [20][2300/2506] lr: 1.000e-02, eta: 10:51:09, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9594, top5_acc: 0.9994, loss_cls: 0.1173, loss: 0.1173 2021-09-06 21:32:16,588 - mmaction - INFO - Epoch [20][2400/2506] lr: 1.000e-02, eta: 10:50:43, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9600, top5_acc: 1.0000, loss_cls: 0.1216, loss: 0.1216 2021-09-06 21:32:42,423 - mmaction - INFO - Epoch [20][2500/2506] lr: 1.000e-02, eta: 10:50:17, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9563, top5_acc: 1.0000, loss_cls: 0.1313, loss: 0.1313 2021-09-06 21:32:44,016 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-09-06 21:34:25,223 - mmaction - INFO - Epoch(val) [20][1031] top1_acc: 0.8469, top5_acc: 0.9866, loss_cls: 0.5130, loss: 0.5130 2021-09-06 21:34:53,442 - mmaction - INFO - Epoch [21][100/2506] lr: 1.000e-02, eta: 10:49:51, time: 0.281, data_time: 0.032, memory: 3436, top1_acc: 0.9694, top5_acc: 1.0000, loss_cls: 0.0961, loss: 0.0961 2021-09-06 21:35:19,312 - mmaction - INFO - Epoch [21][200/2506] lr: 1.000e-02, eta: 10:49:25, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9681, top5_acc: 1.0000, loss_cls: 0.0986, loss: 0.0986 2021-09-06 21:35:45,266 - mmaction - INFO - Epoch [21][300/2506] lr: 1.000e-02, eta: 10:48:59, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9637, top5_acc: 1.0000, loss_cls: 0.1015, loss: 0.1015 2021-09-06 21:36:11,384 - mmaction - INFO - Epoch [21][400/2506] lr: 1.000e-02, eta: 10:48:33, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0978, loss: 0.0978 2021-09-06 21:36:37,478 - mmaction - INFO - Epoch [21][500/2506] lr: 1.000e-02, eta: 10:48:08, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9625, top5_acc: 1.0000, loss_cls: 0.1144, loss: 0.1144 2021-09-06 21:37:03,488 - mmaction - INFO - Epoch [21][600/2506] lr: 1.000e-02, eta: 10:47:42, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9675, top5_acc: 1.0000, loss_cls: 0.0968, loss: 0.0968 2021-09-06 21:37:29,518 - mmaction - INFO - Epoch [21][700/2506] lr: 1.000e-02, eta: 10:47:16, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9606, top5_acc: 1.0000, loss_cls: 0.1035, loss: 0.1035 2021-09-06 21:37:55,536 - mmaction - INFO - Epoch [21][800/2506] lr: 1.000e-02, eta: 10:46:51, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9688, top5_acc: 0.9994, loss_cls: 0.0992, loss: 0.0992 2021-09-06 21:38:21,621 - mmaction - INFO - Epoch [21][900/2506] lr: 1.000e-02, eta: 10:46:25, time: 0.261, data_time: 0.012, memory: 3436, top1_acc: 0.9656, top5_acc: 0.9994, loss_cls: 0.1049, loss: 0.1049 2021-09-06 21:38:47,749 - mmaction - INFO - Epoch [21][1000/2506] lr: 1.000e-02, eta: 10:46:00, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9694, top5_acc: 1.0000, loss_cls: 0.0911, loss: 0.0911 2021-09-06 21:39:13,891 - mmaction - INFO - Epoch [21][1100/2506] lr: 1.000e-02, eta: 10:45:34, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9700, top5_acc: 1.0000, loss_cls: 0.0949, loss: 0.0949 2021-09-06 21:39:39,899 - mmaction - INFO - Epoch [21][1200/2506] lr: 1.000e-02, eta: 10:45:08, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9675, top5_acc: 1.0000, loss_cls: 0.1067, loss: 0.1067 2021-09-06 21:40:05,947 - mmaction - INFO - Epoch [21][1300/2506] lr: 1.000e-02, eta: 10:44:43, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0915, loss: 0.0915 2021-09-06 21:40:31,987 - mmaction - INFO - Epoch [21][1400/2506] lr: 1.000e-02, eta: 10:44:17, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.1029, loss: 0.1029 2021-09-06 21:40:57,978 - mmaction - INFO - Epoch [21][1500/2506] lr: 1.000e-02, eta: 10:43:51, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9700, top5_acc: 1.0000, loss_cls: 0.0962, loss: 0.0962 2021-09-06 21:41:23,845 - mmaction - INFO - Epoch [21][1600/2506] lr: 1.000e-02, eta: 10:43:25, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.9600, top5_acc: 0.9994, loss_cls: 0.1169, loss: 0.1169 2021-09-06 21:41:49,865 - mmaction - INFO - Epoch [21][1700/2506] lr: 1.000e-02, eta: 10:42:59, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.1000, loss: 0.1000 2021-09-06 21:42:15,895 - mmaction - INFO - Epoch [21][1800/2506] lr: 1.000e-02, eta: 10:42:34, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9650, top5_acc: 0.9994, loss_cls: 0.1038, loss: 0.1038 2021-09-06 21:42:41,884 - mmaction - INFO - Epoch [21][1900/2506] lr: 1.000e-02, eta: 10:42:08, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9513, top5_acc: 0.9994, loss_cls: 0.1341, loss: 0.1341 2021-09-06 21:43:07,808 - mmaction - INFO - Epoch [21][2000/2506] lr: 1.000e-02, eta: 10:41:42, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9644, top5_acc: 1.0000, loss_cls: 0.1079, loss: 0.1079 2021-09-06 21:43:33,703 - mmaction - INFO - Epoch [21][2100/2506] lr: 1.000e-02, eta: 10:41:16, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9581, top5_acc: 1.0000, loss_cls: 0.1299, loss: 0.1299 2021-09-06 21:43:59,623 - mmaction - INFO - Epoch [21][2200/2506] lr: 1.000e-02, eta: 10:40:49, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9681, top5_acc: 1.0000, loss_cls: 0.1002, loss: 0.1002 2021-09-06 21:44:25,511 - mmaction - INFO - Epoch [21][2300/2506] lr: 1.000e-02, eta: 10:40:23, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9625, top5_acc: 1.0000, loss_cls: 0.1074, loss: 0.1074 2021-09-06 21:44:51,655 - mmaction - INFO - Epoch [21][2400/2506] lr: 1.000e-02, eta: 10:39:58, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9606, top5_acc: 0.9994, loss_cls: 0.1236, loss: 0.1236 2021-09-06 21:45:17,574 - mmaction - INFO - Epoch [21][2500/2506] lr: 1.000e-02, eta: 10:39:32, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9637, top5_acc: 0.9988, loss_cls: 0.1147, loss: 0.1147 2021-09-06 21:45:47,792 - mmaction - INFO - Epoch [22][100/2506] lr: 1.000e-02, eta: 10:39:07, time: 0.284, data_time: 0.029, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0971, loss: 0.0971 2021-09-06 21:46:13,778 - mmaction - INFO - Epoch [22][200/2506] lr: 1.000e-02, eta: 10:38:41, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9762, top5_acc: 0.9994, loss_cls: 0.0860, loss: 0.0860 2021-09-06 21:46:39,740 - mmaction - INFO - Epoch [22][300/2506] lr: 1.000e-02, eta: 10:38:15, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9700, top5_acc: 0.9994, loss_cls: 0.0904, loss: 0.0904 2021-09-06 21:47:05,916 - mmaction - INFO - Epoch [22][400/2506] lr: 1.000e-02, eta: 10:37:50, time: 0.262, data_time: 0.011, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0930, loss: 0.0930 2021-09-06 21:47:31,879 - mmaction - INFO - Epoch [22][500/2506] lr: 1.000e-02, eta: 10:37:24, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9656, top5_acc: 1.0000, loss_cls: 0.0997, loss: 0.0997 2021-09-06 21:47:57,797 - mmaction - INFO - Epoch [22][600/2506] lr: 1.000e-02, eta: 10:36:58, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9731, top5_acc: 1.0000, loss_cls: 0.0934, loss: 0.0934 2021-09-06 21:48:23,787 - mmaction - INFO - Epoch [22][700/2506] lr: 1.000e-02, eta: 10:36:32, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9769, top5_acc: 1.0000, loss_cls: 0.0786, loss: 0.0786 2021-09-06 21:48:49,556 - mmaction - INFO - Epoch [22][800/2506] lr: 1.000e-02, eta: 10:36:05, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 0.9731, top5_acc: 1.0000, loss_cls: 0.0903, loss: 0.0903 2021-09-06 21:49:15,478 - mmaction - INFO - Epoch [22][900/2506] lr: 1.000e-02, eta: 10:35:39, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.0961, loss: 0.0961 2021-09-06 21:49:41,477 - mmaction - INFO - Epoch [22][1000/2506] lr: 1.000e-02, eta: 10:35:14, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9663, top5_acc: 1.0000, loss_cls: 0.1041, loss: 0.1041 2021-09-06 21:50:07,414 - mmaction - INFO - Epoch [22][1100/2506] lr: 1.000e-02, eta: 10:34:48, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9587, top5_acc: 1.0000, loss_cls: 0.1185, loss: 0.1185 2021-09-06 21:50:33,338 - mmaction - INFO - Epoch [22][1200/2506] lr: 1.000e-02, eta: 10:34:21, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9637, top5_acc: 1.0000, loss_cls: 0.1015, loss: 0.1015 2021-09-06 21:50:59,162 - mmaction - INFO - Epoch [22][1300/2506] lr: 1.000e-02, eta: 10:33:55, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9744, top5_acc: 1.0000, loss_cls: 0.0916, loss: 0.0916 2021-09-06 21:51:25,298 - mmaction - INFO - Epoch [22][1400/2506] lr: 1.000e-02, eta: 10:33:30, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9700, top5_acc: 1.0000, loss_cls: 0.0970, loss: 0.0970 2021-09-06 21:51:51,480 - mmaction - INFO - Epoch [22][1500/2506] lr: 1.000e-02, eta: 10:33:04, time: 0.262, data_time: 0.008, memory: 3436, top1_acc: 0.9675, top5_acc: 1.0000, loss_cls: 0.1021, loss: 0.1021 2021-09-06 21:52:17,591 - mmaction - INFO - Epoch [22][1600/2506] lr: 1.000e-02, eta: 10:32:39, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0856, loss: 0.0856 2021-09-06 21:52:43,707 - mmaction - INFO - Epoch [22][1700/2506] lr: 1.000e-02, eta: 10:32:13, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0978, loss: 0.0978 2021-09-06 21:53:09,643 - mmaction - INFO - Epoch [22][1800/2506] lr: 1.000e-02, eta: 10:31:47, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9600, top5_acc: 0.9994, loss_cls: 0.1187, loss: 0.1187 2021-09-06 21:53:35,508 - mmaction - INFO - Epoch [22][1900/2506] lr: 1.000e-02, eta: 10:31:21, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9663, top5_acc: 1.0000, loss_cls: 0.1076, loss: 0.1076 2021-09-06 21:54:01,541 - mmaction - INFO - Epoch [22][2000/2506] lr: 1.000e-02, eta: 10:30:55, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9675, top5_acc: 1.0000, loss_cls: 0.0967, loss: 0.0967 2021-09-06 21:54:27,494 - mmaction - INFO - Epoch [22][2100/2506] lr: 1.000e-02, eta: 10:30:29, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9625, top5_acc: 1.0000, loss_cls: 0.1011, loss: 0.1011 2021-09-06 21:54:53,484 - mmaction - INFO - Epoch [22][2200/2506] lr: 1.000e-02, eta: 10:30:04, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9587, top5_acc: 1.0000, loss_cls: 0.1147, loss: 0.1147 2021-09-06 21:55:19,483 - mmaction - INFO - Epoch [22][2300/2506] lr: 1.000e-02, eta: 10:29:38, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9663, top5_acc: 1.0000, loss_cls: 0.1056, loss: 0.1056 2021-09-06 21:55:45,490 - mmaction - INFO - Epoch [22][2400/2506] lr: 1.000e-02, eta: 10:29:12, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9663, top5_acc: 0.9994, loss_cls: 0.1161, loss: 0.1161 2021-09-06 21:56:11,409 - mmaction - INFO - Epoch [22][2500/2506] lr: 1.000e-02, eta: 10:28:46, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9675, top5_acc: 1.0000, loss_cls: 0.1082, loss: 0.1082 2021-09-06 21:56:41,132 - mmaction - INFO - Epoch [23][100/2506] lr: 1.000e-02, eta: 10:28:19, time: 0.279, data_time: 0.030, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0752, loss: 0.0752 2021-09-06 21:57:07,128 - mmaction - INFO - Epoch [23][200/2506] lr: 1.000e-02, eta: 10:27:53, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0716, loss: 0.0716 2021-09-06 21:57:33,207 - mmaction - INFO - Epoch [23][300/2506] lr: 1.000e-02, eta: 10:27:28, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0754, loss: 0.0754 2021-09-06 21:57:59,012 - mmaction - INFO - Epoch [23][400/2506] lr: 1.000e-02, eta: 10:27:02, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0752, loss: 0.0752 2021-09-06 21:58:24,965 - mmaction - INFO - Epoch [23][500/2506] lr: 1.000e-02, eta: 10:26:35, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0738, loss: 0.0738 2021-09-06 21:58:50,944 - mmaction - INFO - Epoch [23][600/2506] lr: 1.000e-02, eta: 10:26:10, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9700, top5_acc: 1.0000, loss_cls: 0.0951, loss: 0.0951 2021-09-06 21:59:16,951 - mmaction - INFO - Epoch [23][700/2506] lr: 1.000e-02, eta: 10:25:44, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9675, top5_acc: 1.0000, loss_cls: 0.0893, loss: 0.0893 2021-09-06 21:59:42,889 - mmaction - INFO - Epoch [23][800/2506] lr: 1.000e-02, eta: 10:25:18, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0927, loss: 0.0927 2021-09-06 22:00:08,844 - mmaction - INFO - Epoch [23][900/2506] lr: 1.000e-02, eta: 10:24:52, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0802, loss: 0.0802 2021-09-06 22:00:34,774 - mmaction - INFO - Epoch [23][1000/2506] lr: 1.000e-02, eta: 10:24:26, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9694, top5_acc: 1.0000, loss_cls: 0.1022, loss: 0.1022 2021-09-06 22:01:00,834 - mmaction - INFO - Epoch [23][1100/2506] lr: 1.000e-02, eta: 10:24:00, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0916, loss: 0.0916 2021-09-06 22:01:26,798 - mmaction - INFO - Epoch [23][1200/2506] lr: 1.000e-02, eta: 10:23:34, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0881, loss: 0.0881 2021-09-06 22:01:52,620 - mmaction - INFO - Epoch [23][1300/2506] lr: 1.000e-02, eta: 10:23:08, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0867, loss: 0.0867 2021-09-06 22:02:18,502 - mmaction - INFO - Epoch [23][1400/2506] lr: 1.000e-02, eta: 10:22:42, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9706, top5_acc: 1.0000, loss_cls: 0.0973, loss: 0.0973 2021-09-06 22:02:44,346 - mmaction - INFO - Epoch [23][1500/2506] lr: 1.000e-02, eta: 10:22:15, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9587, top5_acc: 1.0000, loss_cls: 0.1225, loss: 0.1225 2021-09-06 22:03:10,120 - mmaction - INFO - Epoch [23][1600/2506] lr: 1.000e-02, eta: 10:21:49, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0895, loss: 0.0895 2021-09-06 22:03:35,954 - mmaction - INFO - Epoch [23][1700/2506] lr: 1.000e-02, eta: 10:21:23, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9762, top5_acc: 0.9994, loss_cls: 0.0802, loss: 0.0802 2021-09-06 22:04:01,860 - mmaction - INFO - Epoch [23][1800/2506] lr: 1.000e-02, eta: 10:20:57, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9731, top5_acc: 1.0000, loss_cls: 0.0951, loss: 0.0951 2021-09-06 22:04:27,774 - mmaction - INFO - Epoch [23][1900/2506] lr: 1.000e-02, eta: 10:20:31, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9700, top5_acc: 1.0000, loss_cls: 0.1034, loss: 0.1034 2021-09-06 22:04:53,698 - mmaction - INFO - Epoch [23][2000/2506] lr: 1.000e-02, eta: 10:20:05, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9637, top5_acc: 1.0000, loss_cls: 0.1096, loss: 0.1096 2021-09-06 22:05:19,785 - mmaction - INFO - Epoch [23][2100/2506] lr: 1.000e-02, eta: 10:19:39, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9681, top5_acc: 1.0000, loss_cls: 0.1029, loss: 0.1029 2021-09-06 22:05:45,747 - mmaction - INFO - Epoch [23][2200/2506] lr: 1.000e-02, eta: 10:19:13, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.1014, loss: 0.1014 2021-09-06 22:06:11,743 - mmaction - INFO - Epoch [23][2300/2506] lr: 1.000e-02, eta: 10:18:47, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9731, top5_acc: 1.0000, loss_cls: 0.0959, loss: 0.0959 2021-09-06 22:06:37,645 - mmaction - INFO - Epoch [23][2400/2506] lr: 1.000e-02, eta: 10:18:21, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9625, top5_acc: 0.9994, loss_cls: 0.1094, loss: 0.1094 2021-09-06 22:07:03,667 - mmaction - INFO - Epoch [23][2500/2506] lr: 1.000e-02, eta: 10:17:55, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9650, top5_acc: 1.0000, loss_cls: 0.1060, loss: 0.1060 2021-09-06 22:07:33,495 - mmaction - INFO - Epoch [24][100/2506] lr: 1.000e-02, eta: 10:17:29, time: 0.281, data_time: 0.031, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0821, loss: 0.0821 2021-09-06 22:07:59,504 - mmaction - INFO - Epoch [24][200/2506] lr: 1.000e-02, eta: 10:17:04, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.0831, loss: 0.0831 2021-09-06 22:08:25,391 - mmaction - INFO - Epoch [24][300/2506] lr: 1.000e-02, eta: 10:16:37, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0826, loss: 0.0826 2021-09-06 22:08:51,440 - mmaction - INFO - Epoch [24][400/2506] lr: 1.000e-02, eta: 10:16:12, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0706, loss: 0.0706 2021-09-06 22:09:17,315 - mmaction - INFO - Epoch [24][500/2506] lr: 1.000e-02, eta: 10:15:45, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0823, loss: 0.0823 2021-09-06 22:09:43,332 - mmaction - INFO - Epoch [24][600/2506] lr: 1.000e-02, eta: 10:15:20, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0687, loss: 0.0687 2021-09-06 22:10:09,320 - mmaction - INFO - Epoch [24][700/2506] lr: 1.000e-02, eta: 10:14:54, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0660, loss: 0.0660 2021-09-06 22:10:35,231 - mmaction - INFO - Epoch [24][800/2506] lr: 1.000e-02, eta: 10:14:28, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0727, loss: 0.0727 2021-09-06 22:11:01,322 - mmaction - INFO - Epoch [24][900/2506] lr: 1.000e-02, eta: 10:14:02, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0820, loss: 0.0820 2021-09-06 22:11:27,448 - mmaction - INFO - Epoch [24][1000/2506] lr: 1.000e-02, eta: 10:13:37, time: 0.261, data_time: 0.013, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0737, loss: 0.0737 2021-09-06 22:11:53,393 - mmaction - INFO - Epoch [24][1100/2506] lr: 1.000e-02, eta: 10:13:11, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9769, top5_acc: 1.0000, loss_cls: 0.0863, loss: 0.0863 2021-09-06 22:12:19,172 - mmaction - INFO - Epoch [24][1200/2506] lr: 1.000e-02, eta: 10:12:44, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9644, top5_acc: 0.9994, loss_cls: 0.1061, loss: 0.1061 2021-09-06 22:12:45,330 - mmaction - INFO - Epoch [24][1300/2506] lr: 1.000e-02, eta: 10:12:19, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0652, loss: 0.0652 2021-09-06 22:13:11,290 - mmaction - INFO - Epoch [24][1400/2506] lr: 1.000e-02, eta: 10:11:53, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0867, loss: 0.0867 2021-09-06 22:13:37,246 - mmaction - INFO - Epoch [24][1500/2506] lr: 1.000e-02, eta: 10:11:27, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0827, loss: 0.0827 2021-09-06 22:14:03,202 - mmaction - INFO - Epoch [24][1600/2506] lr: 1.000e-02, eta: 10:11:01, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9756, top5_acc: 0.9994, loss_cls: 0.0838, loss: 0.0838 2021-09-06 22:14:29,105 - mmaction - INFO - Epoch [24][1700/2506] lr: 1.000e-02, eta: 10:10:35, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0969, loss: 0.0969 2021-09-06 22:14:55,005 - mmaction - INFO - Epoch [24][1800/2506] lr: 1.000e-02, eta: 10:10:09, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0802, loss: 0.0802 2021-09-06 22:15:20,981 - mmaction - INFO - Epoch [24][1900/2506] lr: 1.000e-02, eta: 10:09:43, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.0827, loss: 0.0827 2021-09-06 22:15:46,944 - mmaction - INFO - Epoch [24][2000/2506] lr: 1.000e-02, eta: 10:09:17, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9706, top5_acc: 1.0000, loss_cls: 0.0941, loss: 0.0941 2021-09-06 22:16:13,020 - mmaction - INFO - Epoch [24][2100/2506] lr: 1.000e-02, eta: 10:08:51, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.0927, loss: 0.0927 2021-09-06 22:16:39,025 - mmaction - INFO - Epoch [24][2200/2506] lr: 1.000e-02, eta: 10:08:25, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0815, loss: 0.0815 2021-09-06 22:17:05,037 - mmaction - INFO - Epoch [24][2300/2506] lr: 1.000e-02, eta: 10:07:59, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0808, loss: 0.0808 2021-09-06 22:17:31,092 - mmaction - INFO - Epoch [24][2400/2506] lr: 1.000e-02, eta: 10:07:34, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9694, top5_acc: 0.9994, loss_cls: 0.0931, loss: 0.0931 2021-09-06 22:17:57,070 - mmaction - INFO - Epoch [24][2500/2506] lr: 1.000e-02, eta: 10:07:08, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0915, loss: 0.0915 2021-09-06 22:18:27,059 - mmaction - INFO - Epoch [25][100/2506] lr: 1.000e-02, eta: 10:06:42, time: 0.283, data_time: 0.031, memory: 3436, top1_acc: 0.9744, top5_acc: 1.0000, loss_cls: 0.0786, loss: 0.0786 2021-09-06 22:18:53,091 - mmaction - INFO - Epoch [25][200/2506] lr: 1.000e-02, eta: 10:06:16, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9694, top5_acc: 1.0000, loss_cls: 0.0848, loss: 0.0848 2021-09-06 22:19:19,075 - mmaction - INFO - Epoch [25][300/2506] lr: 1.000e-02, eta: 10:05:50, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0698, loss: 0.0698 2021-09-06 22:19:45,080 - mmaction - INFO - Epoch [25][400/2506] lr: 1.000e-02, eta: 10:05:24, time: 0.260, data_time: 0.004, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0657, loss: 0.0657 2021-09-06 22:20:10,980 - mmaction - INFO - Epoch [25][500/2506] lr: 1.000e-02, eta: 10:04:58, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0904, loss: 0.0904 2021-09-06 22:20:36,850 - mmaction - INFO - Epoch [25][600/2506] lr: 1.000e-02, eta: 10:04:32, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0801, loss: 0.0801 2021-09-06 22:21:02,812 - mmaction - INFO - Epoch [25][700/2506] lr: 1.000e-02, eta: 10:04:06, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0841, loss: 0.0841 2021-09-06 22:21:28,554 - mmaction - INFO - Epoch [25][800/2506] lr: 1.000e-02, eta: 10:03:40, time: 0.257, data_time: 0.007, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0792, loss: 0.0792 2021-09-06 22:21:54,384 - mmaction - INFO - Epoch [25][900/2506] lr: 1.000e-02, eta: 10:03:14, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9769, top5_acc: 1.0000, loss_cls: 0.0818, loss: 0.0818 2021-09-06 22:22:20,363 - mmaction - INFO - Epoch [25][1000/2506] lr: 1.000e-02, eta: 10:02:48, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9812, top5_acc: 0.9994, loss_cls: 0.0745, loss: 0.0745 2021-09-06 22:22:46,288 - mmaction - INFO - Epoch [25][1100/2506] lr: 1.000e-02, eta: 10:02:22, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0696, loss: 0.0696 2021-09-06 22:23:12,111 - mmaction - INFO - Epoch [25][1200/2506] lr: 1.000e-02, eta: 10:01:55, time: 0.258, data_time: 0.011, memory: 3436, top1_acc: 0.9731, top5_acc: 1.0000, loss_cls: 0.0825, loss: 0.0825 2021-09-06 22:23:38,076 - mmaction - INFO - Epoch [25][1300/2506] lr: 1.000e-02, eta: 10:01:29, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9700, top5_acc: 1.0000, loss_cls: 0.0947, loss: 0.0947 2021-09-06 22:24:04,216 - mmaction - INFO - Epoch [25][1400/2506] lr: 1.000e-02, eta: 10:01:04, time: 0.262, data_time: 0.007, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0937, loss: 0.0937 2021-09-06 22:24:30,193 - mmaction - INFO - Epoch [25][1500/2506] lr: 1.000e-02, eta: 10:00:38, time: 0.259, data_time: 0.004, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0893, loss: 0.0893 2021-09-06 22:24:55,600 - mmaction - INFO - Epoch [25][1600/2506] lr: 1.000e-02, eta: 10:00:11, time: 0.254, data_time: 0.004, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0866, loss: 0.0866 2021-09-06 22:25:21,427 - mmaction - INFO - Epoch [25][1700/2506] lr: 1.000e-02, eta: 9:59:44, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9781, top5_acc: 0.9994, loss_cls: 0.0820, loss: 0.0820 2021-09-06 22:25:46,620 - mmaction - INFO - Epoch [25][1800/2506] lr: 1.000e-02, eta: 9:59:17, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0924, loss: 0.0924 2021-09-06 22:26:11,830 - mmaction - INFO - Epoch [25][1900/2506] lr: 1.000e-02, eta: 9:58:49, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9781, top5_acc: 0.9994, loss_cls: 0.0807, loss: 0.0807 2021-09-06 22:26:37,070 - mmaction - INFO - Epoch [25][2000/2506] lr: 1.000e-02, eta: 9:58:22, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0852, loss: 0.0852 2021-09-06 22:27:02,370 - mmaction - INFO - Epoch [25][2100/2506] lr: 1.000e-02, eta: 9:57:54, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0687, loss: 0.0687 2021-09-06 22:27:27,733 - mmaction - INFO - Epoch [25][2200/2506] lr: 1.000e-02, eta: 9:57:27, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.9681, top5_acc: 1.0000, loss_cls: 0.0997, loss: 0.0997 2021-09-06 22:27:53,049 - mmaction - INFO - Epoch [25][2300/2506] lr: 1.000e-02, eta: 9:57:00, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9706, top5_acc: 1.0000, loss_cls: 0.1044, loss: 0.1044 2021-09-06 22:28:18,315 - mmaction - INFO - Epoch [25][2400/2506] lr: 1.000e-02, eta: 9:56:32, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9744, top5_acc: 1.0000, loss_cls: 0.0859, loss: 0.0859 2021-09-06 22:28:43,557 - mmaction - INFO - Epoch [25][2500/2506] lr: 1.000e-02, eta: 9:56:05, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0822, loss: 0.0822 2021-09-06 22:28:44,989 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-09-06 22:30:10,014 - mmaction - INFO - Epoch(val) [25][1031] top1_acc: 0.8481, top5_acc: 0.9837, loss_cls: 0.5380, loss: 0.5380 2021-09-06 22:30:37,398 - mmaction - INFO - Epoch [26][100/2506] lr: 1.000e-02, eta: 9:55:37, time: 0.272, data_time: 0.022, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0650, loss: 0.0650 2021-09-06 22:31:02,935 - mmaction - INFO - Epoch [26][200/2506] lr: 1.000e-02, eta: 9:55:10, time: 0.255, data_time: 0.004, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0671, loss: 0.0671 2021-09-06 22:31:28,776 - mmaction - INFO - Epoch [26][300/2506] lr: 1.000e-02, eta: 9:54:44, time: 0.258, data_time: 0.012, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0546, loss: 0.0546 2021-09-06 22:31:54,262 - mmaction - INFO - Epoch [26][400/2506] lr: 1.000e-02, eta: 9:54:17, time: 0.255, data_time: 0.003, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0645, loss: 0.0645 2021-09-06 22:32:19,477 - mmaction - INFO - Epoch [26][500/2506] lr: 1.000e-02, eta: 9:53:49, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0639, loss: 0.0639 2021-09-06 22:32:45,400 - mmaction - INFO - Epoch [26][600/2506] lr: 1.000e-02, eta: 9:53:23, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9769, top5_acc: 1.0000, loss_cls: 0.0700, loss: 0.0700 2021-09-06 22:33:11,448 - mmaction - INFO - Epoch [26][700/2506] lr: 1.000e-02, eta: 9:52:57, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0704, loss: 0.0704 2021-09-06 22:33:37,427 - mmaction - INFO - Epoch [26][800/2506] lr: 1.000e-02, eta: 9:52:31, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0637, loss: 0.0637 2021-09-06 22:34:03,306 - mmaction - INFO - Epoch [26][900/2506] lr: 1.000e-02, eta: 9:52:05, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0605, loss: 0.0605 2021-09-06 22:34:29,352 - mmaction - INFO - Epoch [26][1000/2506] lr: 1.000e-02, eta: 9:51:40, time: 0.261, data_time: 0.013, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0600, loss: 0.0600 2021-09-06 22:34:55,270 - mmaction - INFO - Epoch [26][1100/2506] lr: 1.000e-02, eta: 9:51:14, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0561, loss: 0.0561 2021-09-06 22:35:21,131 - mmaction - INFO - Epoch [26][1200/2506] lr: 1.000e-02, eta: 9:50:47, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0682, loss: 0.0682 2021-09-06 22:35:47,715 - mmaction - INFO - Epoch [26][1300/2506] lr: 1.000e-02, eta: 9:50:23, time: 0.266, data_time: 0.006, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0753, loss: 0.0753 2021-09-06 22:36:13,657 - mmaction - INFO - Epoch [26][1400/2506] lr: 1.000e-02, eta: 9:49:57, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0795, loss: 0.0795 2021-09-06 22:36:39,610 - mmaction - INFO - Epoch [26][1500/2506] lr: 1.000e-02, eta: 9:49:31, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9694, top5_acc: 0.9994, loss_cls: 0.0952, loss: 0.0952 2021-09-06 22:37:05,579 - mmaction - INFO - Epoch [26][1600/2506] lr: 1.000e-02, eta: 9:49:05, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9694, top5_acc: 1.0000, loss_cls: 0.0951, loss: 0.0951 2021-09-06 22:37:31,733 - mmaction - INFO - Epoch [26][1700/2506] lr: 1.000e-02, eta: 9:48:40, time: 0.262, data_time: 0.006, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0846, loss: 0.0846 2021-09-06 22:37:57,663 - mmaction - INFO - Epoch [26][1800/2506] lr: 1.000e-02, eta: 9:48:14, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0696, loss: 0.0696 2021-09-06 22:38:23,672 - mmaction - INFO - Epoch [26][1900/2506] lr: 1.000e-02, eta: 9:47:48, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0745, loss: 0.0745 2021-09-06 22:38:49,546 - mmaction - INFO - Epoch [26][2000/2506] lr: 1.000e-02, eta: 9:47:22, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0817, loss: 0.0817 2021-09-06 22:39:15,666 - mmaction - INFO - Epoch [26][2100/2506] lr: 1.000e-02, eta: 9:46:56, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0890, loss: 0.0890 2021-09-06 22:39:41,706 - mmaction - INFO - Epoch [26][2200/2506] lr: 1.000e-02, eta: 9:46:30, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9650, top5_acc: 1.0000, loss_cls: 0.1147, loss: 0.1147 2021-09-06 22:40:07,765 - mmaction - INFO - Epoch [26][2300/2506] lr: 1.000e-02, eta: 9:46:05, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0906, loss: 0.0906 2021-09-06 22:40:33,667 - mmaction - INFO - Epoch [26][2400/2506] lr: 1.000e-02, eta: 9:45:39, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.0891, loss: 0.0891 2021-09-06 22:40:59,709 - mmaction - INFO - Epoch [26][2500/2506] lr: 1.000e-02, eta: 9:45:13, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0888, loss: 0.0888 2021-09-06 22:41:29,881 - mmaction - INFO - Epoch [27][100/2506] lr: 1.000e-02, eta: 9:44:47, time: 0.284, data_time: 0.034, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0750, loss: 0.0750 2021-09-06 22:41:55,716 - mmaction - INFO - Epoch [27][200/2506] lr: 1.000e-02, eta: 9:44:21, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0737, loss: 0.0737 2021-09-06 22:42:21,642 - mmaction - INFO - Epoch [27][300/2506] lr: 1.000e-02, eta: 9:43:55, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0639, loss: 0.0639 2021-09-06 22:42:47,597 - mmaction - INFO - Epoch [27][400/2506] lr: 1.000e-02, eta: 9:43:29, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9800, top5_acc: 0.9994, loss_cls: 0.0712, loss: 0.0712 2021-09-06 22:43:13,462 - mmaction - INFO - Epoch [27][500/2506] lr: 1.000e-02, eta: 9:43:03, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0720, loss: 0.0720 2021-09-06 22:43:39,250 - mmaction - INFO - Epoch [27][600/2506] lr: 1.000e-02, eta: 9:42:37, time: 0.258, data_time: 0.004, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0530, loss: 0.0530 2021-09-06 22:44:05,155 - mmaction - INFO - Epoch [27][700/2506] lr: 1.000e-02, eta: 9:42:11, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0605, loss: 0.0605 2021-09-06 22:44:31,044 - mmaction - INFO - Epoch [27][800/2506] lr: 1.000e-02, eta: 9:41:45, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0665, loss: 0.0665 2021-09-06 22:44:57,053 - mmaction - INFO - Epoch [27][900/2506] lr: 1.000e-02, eta: 9:41:19, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0500, loss: 0.0500 2021-09-06 22:45:23,142 - mmaction - INFO - Epoch [27][1000/2506] lr: 1.000e-02, eta: 9:40:53, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0633, loss: 0.0633 2021-09-06 22:45:49,153 - mmaction - INFO - Epoch [27][1100/2506] lr: 1.000e-02, eta: 9:40:27, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0679, loss: 0.0679 2021-09-06 22:46:15,180 - mmaction - INFO - Epoch [27][1200/2506] lr: 1.000e-02, eta: 9:40:01, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0730, loss: 0.0730 2021-09-06 22:46:41,169 - mmaction - INFO - Epoch [27][1300/2506] lr: 1.000e-02, eta: 9:39:36, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0693, loss: 0.0693 2021-09-06 22:47:07,187 - mmaction - INFO - Epoch [27][1400/2506] lr: 1.000e-02, eta: 9:39:10, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9694, top5_acc: 1.0000, loss_cls: 0.0826, loss: 0.0826 2021-09-06 22:47:33,204 - mmaction - INFO - Epoch [27][1500/2506] lr: 1.000e-02, eta: 9:38:44, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0903, loss: 0.0903 2021-09-06 22:47:59,152 - mmaction - INFO - Epoch [27][1600/2506] lr: 1.000e-02, eta: 9:38:18, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0843, loss: 0.0843 2021-09-06 22:48:25,060 - mmaction - INFO - Epoch [27][1700/2506] lr: 1.000e-02, eta: 9:37:52, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0687, loss: 0.0687 2021-09-06 22:48:51,138 - mmaction - INFO - Epoch [27][1800/2506] lr: 1.000e-02, eta: 9:37:26, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0706, loss: 0.0706 2021-09-06 22:49:17,167 - mmaction - INFO - Epoch [27][1900/2506] lr: 1.000e-02, eta: 9:37:01, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0895, loss: 0.0895 2021-09-06 22:49:43,198 - mmaction - INFO - Epoch [27][2000/2506] lr: 1.000e-02, eta: 9:36:35, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.0897, loss: 0.0897 2021-09-06 22:50:09,086 - mmaction - INFO - Epoch [27][2100/2506] lr: 1.000e-02, eta: 9:36:09, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0706, loss: 0.0706 2021-09-06 22:50:35,026 - mmaction - INFO - Epoch [27][2200/2506] lr: 1.000e-02, eta: 9:35:43, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0751, loss: 0.0751 2021-09-06 22:51:01,018 - mmaction - INFO - Epoch [27][2300/2506] lr: 1.000e-02, eta: 9:35:17, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0782, loss: 0.0782 2021-09-06 22:51:26,928 - mmaction - INFO - Epoch [27][2400/2506] lr: 1.000e-02, eta: 9:34:51, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0919, loss: 0.0919 2021-09-06 22:51:53,001 - mmaction - INFO - Epoch [27][2500/2506] lr: 1.000e-02, eta: 9:34:25, time: 0.261, data_time: 0.012, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0727, loss: 0.0727 2021-09-06 22:52:23,279 - mmaction - INFO - Epoch [28][100/2506] lr: 1.000e-02, eta: 9:33:59, time: 0.285, data_time: 0.032, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0723, loss: 0.0723 2021-09-06 22:52:49,177 - mmaction - INFO - Epoch [28][200/2506] lr: 1.000e-02, eta: 9:33:33, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0720, loss: 0.0720 2021-09-06 22:53:15,215 - mmaction - INFO - Epoch [28][300/2506] lr: 1.000e-02, eta: 9:33:08, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0529, loss: 0.0529 2021-09-06 22:53:41,257 - mmaction - INFO - Epoch [28][400/2506] lr: 1.000e-02, eta: 9:32:42, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0672, loss: 0.0672 2021-09-06 22:54:07,206 - mmaction - INFO - Epoch [28][500/2506] lr: 1.000e-02, eta: 9:32:16, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0452, loss: 0.0452 2021-09-06 22:54:33,017 - mmaction - INFO - Epoch [28][600/2506] lr: 1.000e-02, eta: 9:31:50, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0618, loss: 0.0618 2021-09-06 22:54:58,947 - mmaction - INFO - Epoch [28][700/2506] lr: 1.000e-02, eta: 9:31:24, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0725, loss: 0.0725 2021-09-06 22:55:24,954 - mmaction - INFO - Epoch [28][800/2506] lr: 1.000e-02, eta: 9:30:58, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9744, top5_acc: 1.0000, loss_cls: 0.0775, loss: 0.0775 2021-09-06 22:55:50,777 - mmaction - INFO - Epoch [28][900/2506] lr: 1.000e-02, eta: 9:30:32, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0709, loss: 0.0709 2021-09-06 22:56:16,795 - mmaction - INFO - Epoch [28][1000/2506] lr: 1.000e-02, eta: 9:30:06, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0669, loss: 0.0669 2021-09-06 22:56:42,849 - mmaction - INFO - Epoch [28][1100/2506] lr: 1.000e-02, eta: 9:29:40, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0483, loss: 0.0483 2021-09-06 22:57:08,967 - mmaction - INFO - Epoch [28][1200/2506] lr: 1.000e-02, eta: 9:29:14, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0724, loss: 0.0724 2021-09-06 22:57:34,944 - mmaction - INFO - Epoch [28][1300/2506] lr: 1.000e-02, eta: 9:28:49, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0678, loss: 0.0678 2021-09-06 22:58:00,831 - mmaction - INFO - Epoch [28][1400/2506] lr: 1.000e-02, eta: 9:28:22, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0684, loss: 0.0684 2021-09-06 22:58:26,579 - mmaction - INFO - Epoch [28][1500/2506] lr: 1.000e-02, eta: 9:27:56, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0689, loss: 0.0689 2021-09-06 22:58:52,701 - mmaction - INFO - Epoch [28][1600/2506] lr: 1.000e-02, eta: 9:27:30, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0674, loss: 0.0674 2021-09-06 22:59:18,656 - mmaction - INFO - Epoch [28][1700/2506] lr: 1.000e-02, eta: 9:27:05, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0555, loss: 0.0555 2021-09-06 22:59:44,691 - mmaction - INFO - Epoch [28][1800/2506] lr: 1.000e-02, eta: 9:26:39, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0634, loss: 0.0634 2021-09-06 23:00:10,673 - mmaction - INFO - Epoch [28][1900/2506] lr: 1.000e-02, eta: 9:26:13, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0621, loss: 0.0621 2021-09-06 23:00:36,636 - mmaction - INFO - Epoch [28][2000/2506] lr: 1.000e-02, eta: 9:25:47, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9775, top5_acc: 0.9994, loss_cls: 0.0731, loss: 0.0731 2021-09-06 23:01:02,750 - mmaction - INFO - Epoch [28][2100/2506] lr: 1.000e-02, eta: 9:25:21, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0636, loss: 0.0636 2021-09-06 23:01:28,582 - mmaction - INFO - Epoch [28][2200/2506] lr: 1.000e-02, eta: 9:24:55, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0766, loss: 0.0766 2021-09-06 23:01:54,554 - mmaction - INFO - Epoch [28][2300/2506] lr: 1.000e-02, eta: 9:24:29, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0763, loss: 0.0763 2021-09-06 23:02:20,465 - mmaction - INFO - Epoch [28][2400/2506] lr: 1.000e-02, eta: 9:24:03, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0686, loss: 0.0686 2021-09-06 23:02:46,557 - mmaction - INFO - Epoch [28][2500/2506] lr: 1.000e-02, eta: 9:23:37, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0611, loss: 0.0611 2021-09-06 23:03:17,092 - mmaction - INFO - Epoch [29][100/2506] lr: 1.000e-02, eta: 9:23:12, time: 0.286, data_time: 0.035, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0896, loss: 0.0896 2021-09-06 23:03:42,955 - mmaction - INFO - Epoch [29][200/2506] lr: 1.000e-02, eta: 9:22:46, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0532, loss: 0.0532 2021-09-06 23:04:08,977 - mmaction - INFO - Epoch [29][300/2506] lr: 1.000e-02, eta: 9:22:20, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0499, loss: 0.0499 2021-09-06 23:04:34,830 - mmaction - INFO - Epoch [29][400/2506] lr: 1.000e-02, eta: 9:21:54, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0511, loss: 0.0511 2021-09-06 23:05:00,788 - mmaction - INFO - Epoch [29][500/2506] lr: 1.000e-02, eta: 9:21:28, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0658, loss: 0.0658 2021-09-06 23:05:26,611 - mmaction - INFO - Epoch [29][600/2506] lr: 1.000e-02, eta: 9:21:02, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0566, loss: 0.0566 2021-09-06 23:05:52,599 - mmaction - INFO - Epoch [29][700/2506] lr: 1.000e-02, eta: 9:20:36, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0572, loss: 0.0572 2021-09-06 23:06:18,713 - mmaction - INFO - Epoch [29][800/2506] lr: 1.000e-02, eta: 9:20:10, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0642, loss: 0.0642 2021-09-06 23:06:44,640 - mmaction - INFO - Epoch [29][900/2506] lr: 1.000e-02, eta: 9:19:44, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0702, loss: 0.0702 2021-09-06 23:07:10,452 - mmaction - INFO - Epoch [29][1000/2506] lr: 1.000e-02, eta: 9:19:18, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0618, loss: 0.0618 2021-09-06 23:07:36,414 - mmaction - INFO - Epoch [29][1100/2506] lr: 1.000e-02, eta: 9:18:52, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0584, loss: 0.0584 2021-09-06 23:08:02,263 - mmaction - INFO - Epoch [29][1200/2506] lr: 1.000e-02, eta: 9:18:26, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0648, loss: 0.0648 2021-09-06 23:08:28,242 - mmaction - INFO - Epoch [29][1300/2506] lr: 1.000e-02, eta: 9:18:00, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0451, loss: 0.0451 2021-09-06 23:08:54,373 - mmaction - INFO - Epoch [29][1400/2506] lr: 1.000e-02, eta: 9:17:34, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0550, loss: 0.0550 2021-09-06 23:09:20,369 - mmaction - INFO - Epoch [29][1500/2506] lr: 1.000e-02, eta: 9:17:09, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0705, loss: 0.0705 2021-09-06 23:09:46,381 - mmaction - INFO - Epoch [29][1600/2506] lr: 1.000e-02, eta: 9:16:43, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0737, loss: 0.0737 2021-09-06 23:10:12,034 - mmaction - INFO - Epoch [29][1700/2506] lr: 1.000e-02, eta: 9:16:16, time: 0.257, data_time: 0.004, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0750, loss: 0.0750 2021-09-06 23:10:37,991 - mmaction - INFO - Epoch [29][1800/2506] lr: 1.000e-02, eta: 9:15:50, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0570, loss: 0.0570 2021-09-06 23:11:03,783 - mmaction - INFO - Epoch [29][1900/2506] lr: 1.000e-02, eta: 9:15:24, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0626, loss: 0.0626 2021-09-06 23:11:29,696 - mmaction - INFO - Epoch [29][2000/2506] lr: 1.000e-02, eta: 9:14:58, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9769, top5_acc: 1.0000, loss_cls: 0.0800, loss: 0.0800 2021-09-06 23:11:55,641 - mmaction - INFO - Epoch [29][2100/2506] lr: 1.000e-02, eta: 9:14:32, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0800, loss: 0.0800 2021-09-06 23:12:21,466 - mmaction - INFO - Epoch [29][2200/2506] lr: 1.000e-02, eta: 9:14:06, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 0.9688, top5_acc: 1.0000, loss_cls: 0.1003, loss: 0.1003 2021-09-06 23:12:47,362 - mmaction - INFO - Epoch [29][2300/2506] lr: 1.000e-02, eta: 9:13:40, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0799, loss: 0.0799 2021-09-06 23:13:13,151 - mmaction - INFO - Epoch [29][2400/2506] lr: 1.000e-02, eta: 9:13:14, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9719, top5_acc: 0.9994, loss_cls: 0.0801, loss: 0.0801 2021-09-06 23:13:39,144 - mmaction - INFO - Epoch [29][2500/2506] lr: 1.000e-02, eta: 9:12:48, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0630, loss: 0.0630 2021-09-06 23:14:09,078 - mmaction - INFO - Epoch [30][100/2506] lr: 1.000e-02, eta: 9:12:21, time: 0.282, data_time: 0.030, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0609, loss: 0.0609 2021-09-06 23:14:35,009 - mmaction - INFO - Epoch [30][200/2506] lr: 1.000e-02, eta: 9:11:55, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0617, loss: 0.0617 2021-09-06 23:15:00,953 - mmaction - INFO - Epoch [30][300/2506] lr: 1.000e-02, eta: 9:11:29, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0512, loss: 0.0512 2021-09-06 23:15:26,916 - mmaction - INFO - Epoch [30][400/2506] lr: 1.000e-02, eta: 9:11:03, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0591, loss: 0.0591 2021-09-06 23:15:52,927 - mmaction - INFO - Epoch [30][500/2506] lr: 1.000e-02, eta: 9:10:38, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0773, loss: 0.0773 2021-09-06 23:16:18,860 - mmaction - INFO - Epoch [30][600/2506] lr: 1.000e-02, eta: 9:10:12, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9825, top5_acc: 0.9994, loss_cls: 0.0629, loss: 0.0629 2021-09-06 23:16:44,929 - mmaction - INFO - Epoch [30][700/2506] lr: 1.000e-02, eta: 9:09:46, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0599, loss: 0.0599 2021-09-06 23:17:10,915 - mmaction - INFO - Epoch [30][800/2506] lr: 1.000e-02, eta: 9:09:20, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0614, loss: 0.0614 2021-09-06 23:17:36,961 - mmaction - INFO - Epoch [30][900/2506] lr: 1.000e-02, eta: 9:08:54, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9775, top5_acc: 0.9994, loss_cls: 0.0747, loss: 0.0747 2021-09-06 23:18:02,995 - mmaction - INFO - Epoch [30][1000/2506] lr: 1.000e-02, eta: 9:08:28, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0619, loss: 0.0619 2021-09-06 23:18:28,873 - mmaction - INFO - Epoch [30][1100/2506] lr: 1.000e-02, eta: 9:08:02, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0553, loss: 0.0553 2021-09-06 23:18:54,880 - mmaction - INFO - Epoch [30][1200/2506] lr: 1.000e-02, eta: 9:07:36, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0644, loss: 0.0644 2021-09-06 23:19:20,871 - mmaction - INFO - Epoch [30][1300/2506] lr: 1.000e-02, eta: 9:07:11, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0646, loss: 0.0646 2021-09-06 23:19:46,761 - mmaction - INFO - Epoch [30][1400/2506] lr: 1.000e-02, eta: 9:06:45, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0699, loss: 0.0699 2021-09-06 23:20:12,638 - mmaction - INFO - Epoch [30][1500/2506] lr: 1.000e-02, eta: 9:06:18, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0774, loss: 0.0774 2021-09-06 23:20:38,600 - mmaction - INFO - Epoch [30][1600/2506] lr: 1.000e-02, eta: 9:05:52, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0673, loss: 0.0673 2021-09-06 23:21:04,607 - mmaction - INFO - Epoch [30][1700/2506] lr: 1.000e-02, eta: 9:05:27, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0716, loss: 0.0716 2021-09-06 23:21:30,466 - mmaction - INFO - Epoch [30][1800/2506] lr: 1.000e-02, eta: 9:05:00, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0699, loss: 0.0699 2021-09-06 23:21:56,215 - mmaction - INFO - Epoch [30][1900/2506] lr: 1.000e-02, eta: 9:04:34, time: 0.257, data_time: 0.007, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0719, loss: 0.0719 2021-09-06 23:22:22,153 - mmaction - INFO - Epoch [30][2000/2506] lr: 1.000e-02, eta: 9:04:08, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0831, loss: 0.0831 2021-09-06 23:22:48,070 - mmaction - INFO - Epoch [30][2100/2506] lr: 1.000e-02, eta: 9:03:42, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9819, top5_acc: 0.9994, loss_cls: 0.0616, loss: 0.0616 2021-09-06 23:23:14,120 - mmaction - INFO - Epoch [30][2200/2506] lr: 1.000e-02, eta: 9:03:16, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9681, top5_acc: 1.0000, loss_cls: 0.1007, loss: 0.1007 2021-09-06 23:23:39,926 - mmaction - INFO - Epoch [30][2300/2506] lr: 1.000e-02, eta: 9:02:50, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0837, loss: 0.0837 2021-09-06 23:24:06,028 - mmaction - INFO - Epoch [30][2400/2506] lr: 1.000e-02, eta: 9:02:25, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0712, loss: 0.0712 2021-09-06 23:24:31,913 - mmaction - INFO - Epoch [30][2500/2506] lr: 1.000e-02, eta: 9:01:58, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0638, loss: 0.0638 2021-09-06 23:24:33,576 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-09-06 23:26:14,686 - mmaction - INFO - Epoch(val) [30][1031] top1_acc: 0.8391, top5_acc: 0.9830, loss_cls: 0.5892, loss: 0.5892 2021-09-06 23:26:43,100 - mmaction - INFO - Epoch [31][100/2506] lr: 1.000e-02, eta: 9:01:32, time: 0.283, data_time: 0.032, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0540, loss: 0.0540 2021-09-06 23:27:09,165 - mmaction - INFO - Epoch [31][200/2506] lr: 1.000e-02, eta: 9:01:06, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0585, loss: 0.0585 2021-09-06 23:27:35,090 - mmaction - INFO - Epoch [31][300/2506] lr: 1.000e-02, eta: 9:00:40, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0486, loss: 0.0486 2021-09-06 23:28:01,200 - mmaction - INFO - Epoch [31][400/2506] lr: 1.000e-02, eta: 9:00:15, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0580, loss: 0.0580 2021-09-06 23:28:27,040 - mmaction - INFO - Epoch [31][500/2506] lr: 1.000e-02, eta: 8:59:49, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0552, loss: 0.0552 2021-09-06 23:28:53,064 - mmaction - INFO - Epoch [31][600/2506] lr: 1.000e-02, eta: 8:59:23, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0633, loss: 0.0633 2021-09-06 23:29:19,014 - mmaction - INFO - Epoch [31][700/2506] lr: 1.000e-02, eta: 8:58:57, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0416, loss: 0.0416 2021-09-06 23:29:44,925 - mmaction - INFO - Epoch [31][800/2506] lr: 1.000e-02, eta: 8:58:31, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0483, loss: 0.0483 2021-09-06 23:30:10,833 - mmaction - INFO - Epoch [31][900/2506] lr: 1.000e-02, eta: 8:58:05, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0431, loss: 0.0431 2021-09-06 23:30:36,721 - mmaction - INFO - Epoch [31][1000/2506] lr: 1.000e-02, eta: 8:57:39, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0429, loss: 0.0429 2021-09-06 23:31:02,596 - mmaction - INFO - Epoch [31][1100/2506] lr: 1.000e-02, eta: 8:57:13, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9938, top5_acc: 1.0000, loss_cls: 0.0383, loss: 0.0383 2021-09-06 23:31:28,260 - mmaction - INFO - Epoch [31][1200/2506] lr: 1.000e-02, eta: 8:56:46, time: 0.257, data_time: 0.006, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0462, loss: 0.0462 2021-09-06 23:31:54,124 - mmaction - INFO - Epoch [31][1300/2506] lr: 1.000e-02, eta: 8:56:20, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0630, loss: 0.0630 2021-09-06 23:32:19,978 - mmaction - INFO - Epoch [31][1400/2506] lr: 1.000e-02, eta: 8:55:54, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0563, loss: 0.0563 2021-09-06 23:32:45,905 - mmaction - INFO - Epoch [31][1500/2506] lr: 1.000e-02, eta: 8:55:28, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0618, loss: 0.0618 2021-09-06 23:33:11,725 - mmaction - INFO - Epoch [31][1600/2506] lr: 1.000e-02, eta: 8:55:02, time: 0.258, data_time: 0.012, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0421, loss: 0.0421 2021-09-06 23:33:37,838 - mmaction - INFO - Epoch [31][1700/2506] lr: 1.000e-02, eta: 8:54:36, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0667, loss: 0.0667 2021-09-06 23:34:03,792 - mmaction - INFO - Epoch [31][1800/2506] lr: 1.000e-02, eta: 8:54:10, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0636, loss: 0.0636 2021-09-06 23:34:29,197 - mmaction - INFO - Epoch [31][1900/2506] lr: 1.000e-02, eta: 8:53:43, time: 0.254, data_time: 0.003, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0692, loss: 0.0692 2021-09-06 23:34:54,880 - mmaction - INFO - Epoch [31][2000/2506] lr: 1.000e-02, eta: 8:53:17, time: 0.257, data_time: 0.004, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0668, loss: 0.0668 2021-09-06 23:35:20,132 - mmaction - INFO - Epoch [31][2100/2506] lr: 1.000e-02, eta: 8:52:50, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0629, loss: 0.0629 2021-09-06 23:35:45,359 - mmaction - INFO - Epoch [31][2200/2506] lr: 1.000e-02, eta: 8:52:23, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0676, loss: 0.0676 2021-09-06 23:36:10,609 - mmaction - INFO - Epoch [31][2300/2506] lr: 1.000e-02, eta: 8:51:56, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0782, loss: 0.0782 2021-09-06 23:36:35,978 - mmaction - INFO - Epoch [31][2400/2506] lr: 1.000e-02, eta: 8:51:29, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0701, loss: 0.0701 2021-09-06 23:37:01,295 - mmaction - INFO - Epoch [31][2500/2506] lr: 1.000e-02, eta: 8:51:02, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0650, loss: 0.0650 2021-09-06 23:37:30,408 - mmaction - INFO - Epoch [32][100/2506] lr: 1.000e-02, eta: 8:50:34, time: 0.275, data_time: 0.024, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0458, loss: 0.0458 2021-09-06 23:37:55,641 - mmaction - INFO - Epoch [32][200/2506] lr: 1.000e-02, eta: 8:50:07, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0468, loss: 0.0468 2021-09-06 23:38:20,858 - mmaction - INFO - Epoch [32][300/2506] lr: 1.000e-02, eta: 8:49:40, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0413, loss: 0.0413 2021-09-06 23:38:46,058 - mmaction - INFO - Epoch [32][400/2506] lr: 1.000e-02, eta: 8:49:13, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0450, loss: 0.0450 2021-09-06 23:39:11,353 - mmaction - INFO - Epoch [32][500/2506] lr: 1.000e-02, eta: 8:48:46, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0384, loss: 0.0384 2021-09-06 23:39:36,574 - mmaction - INFO - Epoch [32][600/2506] lr: 1.000e-02, eta: 8:48:19, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0336, loss: 0.0336 2021-09-06 23:40:01,910 - mmaction - INFO - Epoch [32][700/2506] lr: 1.000e-02, eta: 8:47:52, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9938, top5_acc: 1.0000, loss_cls: 0.0375, loss: 0.0375 2021-09-06 23:40:27,663 - mmaction - INFO - Epoch [32][800/2506] lr: 1.000e-02, eta: 8:47:26, time: 0.258, data_time: 0.004, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0403, loss: 0.0403 2021-09-06 23:40:53,428 - mmaction - INFO - Epoch [32][900/2506] lr: 1.000e-02, eta: 8:47:00, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0476, loss: 0.0476 2021-09-06 23:41:19,383 - mmaction - INFO - Epoch [32][1000/2506] lr: 1.000e-02, eta: 8:46:34, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0480, loss: 0.0480 2021-09-06 23:41:45,206 - mmaction - INFO - Epoch [32][1100/2506] lr: 1.000e-02, eta: 8:46:08, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0620, loss: 0.0620 2021-09-06 23:42:11,129 - mmaction - INFO - Epoch [32][1200/2506] lr: 1.000e-02, eta: 8:45:42, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0485, loss: 0.0485 2021-09-06 23:42:37,114 - mmaction - INFO - Epoch [32][1300/2506] lr: 1.000e-02, eta: 8:45:16, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0600, loss: 0.0600 2021-09-06 23:43:03,142 - mmaction - INFO - Epoch [32][1400/2506] lr: 1.000e-02, eta: 8:44:50, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0593, loss: 0.0593 2021-09-06 23:43:29,201 - mmaction - INFO - Epoch [32][1500/2506] lr: 1.000e-02, eta: 8:44:24, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0721, loss: 0.0721 2021-09-06 23:43:55,106 - mmaction - INFO - Epoch [32][1600/2506] lr: 1.000e-02, eta: 8:43:58, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0641, loss: 0.0641 2021-09-06 23:44:21,057 - mmaction - INFO - Epoch [32][1700/2506] lr: 1.000e-02, eta: 8:43:32, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0628, loss: 0.0628 2021-09-06 23:44:47,031 - mmaction - INFO - Epoch [32][1800/2506] lr: 1.000e-02, eta: 8:43:06, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0725, loss: 0.0725 2021-09-06 23:45:12,974 - mmaction - INFO - Epoch [32][1900/2506] lr: 1.000e-02, eta: 8:42:40, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0476, loss: 0.0476 2021-09-06 23:45:38,917 - mmaction - INFO - Epoch [32][2000/2506] lr: 1.000e-02, eta: 8:42:15, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0674, loss: 0.0674 2021-09-06 23:46:04,981 - mmaction - INFO - Epoch [32][2100/2506] lr: 1.000e-02, eta: 8:41:49, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0684, loss: 0.0684 2021-09-06 23:46:30,894 - mmaction - INFO - Epoch [32][2200/2506] lr: 1.000e-02, eta: 8:41:23, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0643, loss: 0.0643 2021-09-06 23:46:56,842 - mmaction - INFO - Epoch [32][2300/2506] lr: 1.000e-02, eta: 8:40:57, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0712, loss: 0.0712 2021-09-06 23:47:22,802 - mmaction - INFO - Epoch [32][2400/2506] lr: 1.000e-02, eta: 8:40:31, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0566, loss: 0.0566 2021-09-06 23:47:48,839 - mmaction - INFO - Epoch [32][2500/2506] lr: 1.000e-02, eta: 8:40:05, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0711, loss: 0.0711 2021-09-06 23:48:18,864 - mmaction - INFO - Epoch [33][100/2506] lr: 1.000e-02, eta: 8:39:39, time: 0.282, data_time: 0.029, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0470, loss: 0.0470 2021-09-06 23:48:44,632 - mmaction - INFO - Epoch [33][200/2506] lr: 1.000e-02, eta: 8:39:13, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0487, loss: 0.0487 2021-09-06 23:49:10,653 - mmaction - INFO - Epoch [33][300/2506] lr: 1.000e-02, eta: 8:38:47, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0499, loss: 0.0499 2021-09-06 23:49:36,726 - mmaction - INFO - Epoch [33][400/2506] lr: 1.000e-02, eta: 8:38:21, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0650, loss: 0.0650 2021-09-06 23:50:02,604 - mmaction - INFO - Epoch [33][500/2506] lr: 1.000e-02, eta: 8:37:55, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0458, loss: 0.0458 2021-09-06 23:50:28,337 - mmaction - INFO - Epoch [33][600/2506] lr: 1.000e-02, eta: 8:37:29, time: 0.257, data_time: 0.008, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0587, loss: 0.0587 2021-09-06 23:50:54,256 - mmaction - INFO - Epoch [33][700/2506] lr: 1.000e-02, eta: 8:37:03, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0490, loss: 0.0490 2021-09-06 23:51:20,227 - mmaction - INFO - Epoch [33][800/2506] lr: 1.000e-02, eta: 8:36:37, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0530, loss: 0.0530 2021-09-06 23:51:46,189 - mmaction - INFO - Epoch [33][900/2506] lr: 1.000e-02, eta: 8:36:11, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0473, loss: 0.0473 2021-09-06 23:52:12,164 - mmaction - INFO - Epoch [33][1000/2506] lr: 1.000e-02, eta: 8:35:45, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0560, loss: 0.0560 2021-09-06 23:52:38,314 - mmaction - INFO - Epoch [33][1100/2506] lr: 1.000e-02, eta: 8:35:19, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9775, top5_acc: 0.9994, loss_cls: 0.0869, loss: 0.0869 2021-09-06 23:53:04,361 - mmaction - INFO - Epoch [33][1200/2506] lr: 1.000e-02, eta: 8:34:53, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0614, loss: 0.0614 2021-09-06 23:53:30,273 - mmaction - INFO - Epoch [33][1300/2506] lr: 1.000e-02, eta: 8:34:27, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0693, loss: 0.0693 2021-09-06 23:53:56,173 - mmaction - INFO - Epoch [33][1400/2506] lr: 1.000e-02, eta: 8:34:01, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0535, loss: 0.0535 2021-09-06 23:54:22,046 - mmaction - INFO - Epoch [33][1500/2506] lr: 1.000e-02, eta: 8:33:35, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0625, loss: 0.0625 2021-09-06 23:54:48,068 - mmaction - INFO - Epoch [33][1600/2506] lr: 1.000e-02, eta: 8:33:10, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9800, top5_acc: 0.9994, loss_cls: 0.0685, loss: 0.0685 2021-09-06 23:55:14,066 - mmaction - INFO - Epoch [33][1700/2506] lr: 1.000e-02, eta: 8:32:44, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0701, loss: 0.0701 2021-09-06 23:55:39,848 - mmaction - INFO - Epoch [33][1800/2506] lr: 1.000e-02, eta: 8:32:18, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9688, top5_acc: 1.0000, loss_cls: 0.0846, loss: 0.0846 2021-09-06 23:56:05,755 - mmaction - INFO - Epoch [33][1900/2506] lr: 1.000e-02, eta: 8:31:52, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9731, top5_acc: 1.0000, loss_cls: 0.0856, loss: 0.0856 2021-09-06 23:56:31,831 - mmaction - INFO - Epoch [33][2000/2506] lr: 1.000e-02, eta: 8:31:26, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0921, loss: 0.0921 2021-09-06 23:56:57,781 - mmaction - INFO - Epoch [33][2100/2506] lr: 1.000e-02, eta: 8:31:00, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0855, loss: 0.0855 2021-09-06 23:57:23,682 - mmaction - INFO - Epoch [33][2200/2506] lr: 1.000e-02, eta: 8:30:34, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0589, loss: 0.0589 2021-09-06 23:57:49,660 - mmaction - INFO - Epoch [33][2300/2506] lr: 1.000e-02, eta: 8:30:08, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0644, loss: 0.0644 2021-09-06 23:58:15,695 - mmaction - INFO - Epoch [33][2400/2506] lr: 1.000e-02, eta: 8:29:42, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9744, top5_acc: 1.0000, loss_cls: 0.0687, loss: 0.0687 2021-09-06 23:58:41,603 - mmaction - INFO - Epoch [33][2500/2506] lr: 1.000e-02, eta: 8:29:16, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0768, loss: 0.0768 2021-09-06 23:59:11,704 - mmaction - INFO - Epoch [34][100/2506] lr: 1.000e-02, eta: 8:28:50, time: 0.283, data_time: 0.032, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0502, loss: 0.0502 2021-09-06 23:59:37,670 - mmaction - INFO - Epoch [34][200/2506] lr: 1.000e-02, eta: 8:28:24, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0558, loss: 0.0558 2021-09-07 00:00:03,533 - mmaction - INFO - Epoch [34][300/2506] lr: 1.000e-02, eta: 8:27:58, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0609, loss: 0.0609 2021-09-07 00:00:29,557 - mmaction - INFO - Epoch [34][400/2506] lr: 1.000e-02, eta: 8:27:32, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0440, loss: 0.0440 2021-09-07 00:00:58,259 - mmaction - INFO - Epoch [34][500/2506] lr: 1.000e-02, eta: 8:27:10, time: 0.287, data_time: 0.007, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0500, loss: 0.0500 2021-09-07 00:01:24,280 - mmaction - INFO - Epoch [34][600/2506] lr: 1.000e-02, eta: 8:26:44, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0652, loss: 0.0652 2021-09-07 00:01:50,068 - mmaction - INFO - Epoch [34][700/2506] lr: 1.000e-02, eta: 8:26:18, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0471, loss: 0.0471 2021-09-07 00:02:15,914 - mmaction - INFO - Epoch [34][800/2506] lr: 1.000e-02, eta: 8:25:52, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0398, loss: 0.0398 2021-09-07 00:02:41,825 - mmaction - INFO - Epoch [34][900/2506] lr: 1.000e-02, eta: 8:25:26, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0463, loss: 0.0463 2021-09-07 00:03:07,818 - mmaction - INFO - Epoch [34][1000/2506] lr: 1.000e-02, eta: 8:25:00, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0526, loss: 0.0526 2021-09-07 00:03:33,736 - mmaction - INFO - Epoch [34][1100/2506] lr: 1.000e-02, eta: 8:24:34, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0785, loss: 0.0785 2021-09-07 00:03:59,750 - mmaction - INFO - Epoch [34][1200/2506] lr: 1.000e-02, eta: 8:24:08, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0679, loss: 0.0679 2021-09-07 00:04:25,647 - mmaction - INFO - Epoch [34][1300/2506] lr: 1.000e-02, eta: 8:23:42, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0622, loss: 0.0622 2021-09-07 00:04:51,596 - mmaction - INFO - Epoch [34][1400/2506] lr: 1.000e-02, eta: 8:23:16, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0706, loss: 0.0706 2021-09-07 00:05:17,623 - mmaction - INFO - Epoch [34][1500/2506] lr: 1.000e-02, eta: 8:22:50, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0502, loss: 0.0502 2021-09-07 00:05:43,618 - mmaction - INFO - Epoch [34][1600/2506] lr: 1.000e-02, eta: 8:22:24, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0597, loss: 0.0597 2021-09-07 00:06:09,630 - mmaction - INFO - Epoch [34][1700/2506] lr: 1.000e-02, eta: 8:21:59, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0536, loss: 0.0536 2021-09-07 00:06:35,566 - mmaction - INFO - Epoch [34][1800/2506] lr: 1.000e-02, eta: 8:21:33, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9825, top5_acc: 0.9994, loss_cls: 0.0687, loss: 0.0687 2021-09-07 00:07:01,534 - mmaction - INFO - Epoch [34][1900/2506] lr: 1.000e-02, eta: 8:21:07, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0536, loss: 0.0536 2021-09-07 00:07:27,355 - mmaction - INFO - Epoch [34][2000/2506] lr: 1.000e-02, eta: 8:20:41, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0540, loss: 0.0540 2021-09-07 00:07:53,249 - mmaction - INFO - Epoch [34][2100/2506] lr: 1.000e-02, eta: 8:20:15, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0533, loss: 0.0533 2021-09-07 00:08:19,401 - mmaction - INFO - Epoch [34][2200/2506] lr: 1.000e-02, eta: 8:19:49, time: 0.262, data_time: 0.008, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0596, loss: 0.0596 2021-09-07 00:08:45,490 - mmaction - INFO - Epoch [34][2300/2506] lr: 1.000e-02, eta: 8:19:23, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0476, loss: 0.0476 2021-09-07 00:09:11,493 - mmaction - INFO - Epoch [34][2400/2506] lr: 1.000e-02, eta: 8:18:57, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0601, loss: 0.0601 2021-09-07 00:09:37,458 - mmaction - INFO - Epoch [34][2500/2506] lr: 1.000e-02, eta: 8:18:31, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9775, top5_acc: 0.9994, loss_cls: 0.0763, loss: 0.0763 2021-09-07 00:10:07,859 - mmaction - INFO - Epoch [35][100/2506] lr: 1.000e-02, eta: 8:18:05, time: 0.284, data_time: 0.031, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0523, loss: 0.0523 2021-09-07 00:10:33,803 - mmaction - INFO - Epoch [35][200/2506] lr: 1.000e-02, eta: 8:17:39, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0567, loss: 0.0567 2021-09-07 00:10:59,810 - mmaction - INFO - Epoch [35][300/2506] lr: 1.000e-02, eta: 8:17:13, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0496, loss: 0.0496 2021-09-07 00:11:25,701 - mmaction - INFO - Epoch [35][400/2506] lr: 1.000e-02, eta: 8:16:47, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0477, loss: 0.0477 2021-09-07 00:11:51,805 - mmaction - INFO - Epoch [35][500/2506] lr: 1.000e-02, eta: 8:16:21, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0567, loss: 0.0567 2021-09-07 00:12:17,843 - mmaction - INFO - Epoch [35][600/2506] lr: 1.000e-02, eta: 8:15:56, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0581, loss: 0.0581 2021-09-07 00:12:43,873 - mmaction - INFO - Epoch [35][700/2506] lr: 1.000e-02, eta: 8:15:30, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0607, loss: 0.0607 2021-09-07 00:13:09,744 - mmaction - INFO - Epoch [35][800/2506] lr: 1.000e-02, eta: 8:15:04, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0713, loss: 0.0713 2021-09-07 00:13:35,826 - mmaction - INFO - Epoch [35][900/2506] lr: 1.000e-02, eta: 8:14:38, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0461, loss: 0.0461 2021-09-07 00:14:01,831 - mmaction - INFO - Epoch [35][1000/2506] lr: 1.000e-02, eta: 8:14:12, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9938, top5_acc: 1.0000, loss_cls: 0.0398, loss: 0.0398 2021-09-07 00:14:27,768 - mmaction - INFO - Epoch [35][1100/2506] lr: 1.000e-02, eta: 8:13:46, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0468, loss: 0.0468 2021-09-07 00:14:53,608 - mmaction - INFO - Epoch [35][1200/2506] lr: 1.000e-02, eta: 8:13:20, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0413, loss: 0.0413 2021-09-07 00:15:19,739 - mmaction - INFO - Epoch [35][1300/2506] lr: 1.000e-02, eta: 8:12:54, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0490, loss: 0.0490 2021-09-07 00:15:45,639 - mmaction - INFO - Epoch [35][1400/2506] lr: 1.000e-02, eta: 8:12:28, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0480, loss: 0.0480 2021-09-07 00:16:11,450 - mmaction - INFO - Epoch [35][1500/2506] lr: 1.000e-02, eta: 8:12:02, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0444, loss: 0.0444 2021-09-07 00:16:37,407 - mmaction - INFO - Epoch [35][1600/2506] lr: 1.000e-02, eta: 8:11:36, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0568, loss: 0.0568 2021-09-07 00:17:03,358 - mmaction - INFO - Epoch [35][1700/2506] lr: 1.000e-02, eta: 8:11:10, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0506, loss: 0.0506 2021-09-07 00:17:29,232 - mmaction - INFO - Epoch [35][1800/2506] lr: 1.000e-02, eta: 8:10:44, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0480, loss: 0.0480 2021-09-07 00:17:55,054 - mmaction - INFO - Epoch [35][1900/2506] lr: 1.000e-02, eta: 8:10:18, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0567, loss: 0.0567 2021-09-07 00:18:21,057 - mmaction - INFO - Epoch [35][2000/2506] lr: 1.000e-02, eta: 8:09:52, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0493, loss: 0.0493 2021-09-07 00:18:47,004 - mmaction - INFO - Epoch [35][2100/2506] lr: 1.000e-02, eta: 8:09:26, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0593, loss: 0.0593 2021-09-07 00:19:13,076 - mmaction - INFO - Epoch [35][2200/2506] lr: 1.000e-02, eta: 8:09:01, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0615, loss: 0.0615 2021-09-07 00:19:38,965 - mmaction - INFO - Epoch [35][2300/2506] lr: 1.000e-02, eta: 8:08:35, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0705, loss: 0.0705 2021-09-07 00:20:04,934 - mmaction - INFO - Epoch [35][2400/2506] lr: 1.000e-02, eta: 8:08:09, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0858, loss: 0.0858 2021-09-07 00:20:30,992 - mmaction - INFO - Epoch [35][2500/2506] lr: 1.000e-02, eta: 8:07:43, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0731, loss: 0.0731 2021-09-07 00:20:32,688 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-09-07 00:22:12,699 - mmaction - INFO - Epoch(val) [35][1031] top1_acc: 0.8342, top5_acc: 0.9814, loss_cls: 0.6034, loss: 0.6034 2021-09-07 00:22:41,060 - mmaction - INFO - Epoch [36][100/2506] lr: 1.000e-02, eta: 8:07:16, time: 0.282, data_time: 0.028, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0433, loss: 0.0433 2021-09-07 00:23:06,916 - mmaction - INFO - Epoch [36][200/2506] lr: 1.000e-02, eta: 8:06:50, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0582, loss: 0.0582 2021-09-07 00:23:33,027 - mmaction - INFO - Epoch [36][300/2506] lr: 1.000e-02, eta: 8:06:24, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0489, loss: 0.0489 2021-09-07 00:23:59,118 - mmaction - INFO - Epoch [36][400/2506] lr: 1.000e-02, eta: 8:05:59, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0600, loss: 0.0600 2021-09-07 00:24:24,976 - mmaction - INFO - Epoch [36][500/2506] lr: 1.000e-02, eta: 8:05:32, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0515, loss: 0.0515 2021-09-07 00:24:51,001 - mmaction - INFO - Epoch [36][600/2506] lr: 1.000e-02, eta: 8:05:07, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0495, loss: 0.0495 2021-09-07 00:25:16,944 - mmaction - INFO - Epoch [36][700/2506] lr: 1.000e-02, eta: 8:04:41, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9900, top5_acc: 0.9994, loss_cls: 0.0412, loss: 0.0412 2021-09-07 00:25:42,909 - mmaction - INFO - Epoch [36][800/2506] lr: 1.000e-02, eta: 8:04:15, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0336, loss: 0.0336 2021-09-07 00:26:08,984 - mmaction - INFO - Epoch [36][900/2506] lr: 1.000e-02, eta: 8:03:49, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0362, loss: 0.0362 2021-09-07 00:26:34,851 - mmaction - INFO - Epoch [36][1000/2506] lr: 1.000e-02, eta: 8:03:23, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0394, loss: 0.0394 2021-09-07 00:27:00,747 - mmaction - INFO - Epoch [36][1100/2506] lr: 1.000e-02, eta: 8:02:57, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0566, loss: 0.0566 2021-09-07 00:27:26,604 - mmaction - INFO - Epoch [36][1200/2506] lr: 1.000e-02, eta: 8:02:31, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0602, loss: 0.0602 2021-09-07 00:27:52,544 - mmaction - INFO - Epoch [36][1300/2506] lr: 1.000e-02, eta: 8:02:05, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0609, loss: 0.0609 2021-09-07 00:28:18,607 - mmaction - INFO - Epoch [36][1400/2506] lr: 1.000e-02, eta: 8:01:39, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9744, top5_acc: 1.0000, loss_cls: 0.0789, loss: 0.0789 2021-09-07 00:28:44,472 - mmaction - INFO - Epoch [36][1500/2506] lr: 1.000e-02, eta: 8:01:13, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0652, loss: 0.0652 2021-09-07 00:29:10,527 - mmaction - INFO - Epoch [36][1600/2506] lr: 1.000e-02, eta: 8:00:47, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0655, loss: 0.0655 2021-09-07 00:29:36,455 - mmaction - INFO - Epoch [36][1700/2506] lr: 1.000e-02, eta: 8:00:21, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0566, loss: 0.0566 2021-09-07 00:30:02,276 - mmaction - INFO - Epoch [36][1800/2506] lr: 1.000e-02, eta: 7:59:55, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0497, loss: 0.0497 2021-09-07 00:30:27,897 - mmaction - INFO - Epoch [36][1900/2506] lr: 1.000e-02, eta: 7:59:29, time: 0.256, data_time: 0.006, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0664, loss: 0.0664 2021-09-07 00:30:53,816 - mmaction - INFO - Epoch [36][2000/2506] lr: 1.000e-02, eta: 7:59:03, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0521, loss: 0.0521 2021-09-07 00:31:19,856 - mmaction - INFO - Epoch [36][2100/2506] lr: 1.000e-02, eta: 7:58:37, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0649, loss: 0.0649 2021-09-07 00:31:45,736 - mmaction - INFO - Epoch [36][2200/2506] lr: 1.000e-02, eta: 7:58:11, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0649, loss: 0.0649 2021-09-07 00:32:11,737 - mmaction - INFO - Epoch [36][2300/2506] lr: 1.000e-02, eta: 7:57:45, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0638, loss: 0.0638 2021-09-07 00:32:37,620 - mmaction - INFO - Epoch [36][2400/2506] lr: 1.000e-02, eta: 7:57:19, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9731, top5_acc: 1.0000, loss_cls: 0.0814, loss: 0.0814 2021-09-07 00:33:03,600 - mmaction - INFO - Epoch [36][2500/2506] lr: 1.000e-02, eta: 7:56:53, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9738, top5_acc: 0.9988, loss_cls: 0.0954, loss: 0.0954 2021-09-07 00:33:33,975 - mmaction - INFO - Epoch [37][100/2506] lr: 1.000e-02, eta: 7:56:27, time: 0.284, data_time: 0.033, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0365, loss: 0.0365 2021-09-07 00:33:59,938 - mmaction - INFO - Epoch [37][200/2506] lr: 1.000e-02, eta: 7:56:01, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0470, loss: 0.0470 2021-09-07 00:34:25,831 - mmaction - INFO - Epoch [37][300/2506] lr: 1.000e-02, eta: 7:55:35, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0453, loss: 0.0453 2021-09-07 00:34:51,747 - mmaction - INFO - Epoch [37][400/2506] lr: 1.000e-02, eta: 7:55:09, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0530, loss: 0.0530 2021-09-07 00:35:17,810 - mmaction - INFO - Epoch [37][500/2506] lr: 1.000e-02, eta: 7:54:43, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0447, loss: 0.0447 2021-09-07 00:35:43,830 - mmaction - INFO - Epoch [37][600/2506] lr: 1.000e-02, eta: 7:54:17, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0396, loss: 0.0396 2021-09-07 00:36:09,524 - mmaction - INFO - Epoch [37][700/2506] lr: 1.000e-02, eta: 7:53:51, time: 0.257, data_time: 0.007, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0468, loss: 0.0468 2021-09-07 00:36:35,297 - mmaction - INFO - Epoch [37][800/2506] lr: 1.000e-02, eta: 7:53:25, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0338, loss: 0.0338 2021-09-07 00:37:01,197 - mmaction - INFO - Epoch [37][900/2506] lr: 1.000e-02, eta: 7:52:59, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0340, loss: 0.0340 2021-09-07 00:37:27,173 - mmaction - INFO - Epoch [37][1000/2506] lr: 1.000e-02, eta: 7:52:33, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0395, loss: 0.0395 2021-09-07 00:37:53,119 - mmaction - INFO - Epoch [37][1100/2506] lr: 1.000e-02, eta: 7:52:07, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0575, loss: 0.0575 2021-09-07 00:38:19,159 - mmaction - INFO - Epoch [37][1200/2506] lr: 1.000e-02, eta: 7:51:41, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0547, loss: 0.0547 2021-09-07 00:38:45,146 - mmaction - INFO - Epoch [37][1300/2506] lr: 1.000e-02, eta: 7:51:15, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0531, loss: 0.0531 2021-09-07 00:39:11,036 - mmaction - INFO - Epoch [37][1400/2506] lr: 1.000e-02, eta: 7:50:49, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0605, loss: 0.0605 2021-09-07 00:39:36,854 - mmaction - INFO - Epoch [37][1500/2506] lr: 1.000e-02, eta: 7:50:23, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0524, loss: 0.0524 2021-09-07 00:40:02,882 - mmaction - INFO - Epoch [37][1600/2506] lr: 1.000e-02, eta: 7:49:57, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0424, loss: 0.0424 2021-09-07 00:40:28,959 - mmaction - INFO - Epoch [37][1700/2506] lr: 1.000e-02, eta: 7:49:31, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0416, loss: 0.0416 2021-09-07 00:40:54,836 - mmaction - INFO - Epoch [37][1800/2506] lr: 1.000e-02, eta: 7:49:05, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0399, loss: 0.0399 2021-09-07 00:41:20,666 - mmaction - INFO - Epoch [37][1900/2506] lr: 1.000e-02, eta: 7:48:39, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0555, loss: 0.0555 2021-09-07 00:41:46,573 - mmaction - INFO - Epoch [37][2000/2506] lr: 1.000e-02, eta: 7:48:13, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0462, loss: 0.0462 2021-09-07 00:42:12,616 - mmaction - INFO - Epoch [37][2100/2506] lr: 1.000e-02, eta: 7:47:47, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0441, loss: 0.0441 2021-09-07 00:42:38,576 - mmaction - INFO - Epoch [37][2200/2506] lr: 1.000e-02, eta: 7:47:21, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0536, loss: 0.0536 2021-09-07 00:43:04,504 - mmaction - INFO - Epoch [37][2300/2506] lr: 1.000e-02, eta: 7:46:55, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0474, loss: 0.0474 2021-09-07 00:43:30,452 - mmaction - INFO - Epoch [37][2400/2506] lr: 1.000e-02, eta: 7:46:29, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0475, loss: 0.0475 2021-09-07 00:43:56,441 - mmaction - INFO - Epoch [37][2500/2506] lr: 1.000e-02, eta: 7:46:03, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0445, loss: 0.0445 2021-09-07 00:44:26,093 - mmaction - INFO - Epoch [38][100/2506] lr: 1.000e-02, eta: 7:45:36, time: 0.279, data_time: 0.028, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0379, loss: 0.0379 2021-09-07 00:44:51,613 - mmaction - INFO - Epoch [38][200/2506] lr: 1.000e-02, eta: 7:45:10, time: 0.255, data_time: 0.006, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0407, loss: 0.0407 2021-09-07 00:45:16,801 - mmaction - INFO - Epoch [38][300/2506] lr: 1.000e-02, eta: 7:44:43, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0488, loss: 0.0488 2021-09-07 00:45:42,069 - mmaction - INFO - Epoch [38][400/2506] lr: 1.000e-02, eta: 7:44:16, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0400, loss: 0.0400 2021-09-07 00:46:07,332 - mmaction - INFO - Epoch [38][500/2506] lr: 1.000e-02, eta: 7:43:50, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0453, loss: 0.0453 2021-09-07 00:46:35,154 - mmaction - INFO - Epoch [38][600/2506] lr: 1.000e-02, eta: 7:43:26, time: 0.277, data_time: 0.002, memory: 3436, top1_acc: 0.9875, top5_acc: 0.9994, loss_cls: 0.0509, loss: 0.0509 2021-09-07 00:47:00,572 - mmaction - INFO - Epoch [38][700/2506] lr: 1.000e-02, eta: 7:42:59, time: 0.255, data_time: 0.003, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0524, loss: 0.0524 2021-09-07 00:47:25,796 - mmaction - INFO - Epoch [38][800/2506] lr: 1.000e-02, eta: 7:42:32, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0459, loss: 0.0459 2021-09-07 00:47:51,059 - mmaction - INFO - Epoch [38][900/2506] lr: 1.000e-02, eta: 7:42:06, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0391, loss: 0.0391 2021-09-07 00:48:16,279 - mmaction - INFO - Epoch [38][1000/2506] lr: 1.000e-02, eta: 7:41:39, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0443, loss: 0.0443 2021-09-07 00:48:41,504 - mmaction - INFO - Epoch [38][1100/2506] lr: 1.000e-02, eta: 7:41:12, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0346, loss: 0.0346 2021-09-07 00:49:06,714 - mmaction - INFO - Epoch [38][1200/2506] lr: 1.000e-02, eta: 7:40:45, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9944, top5_acc: 1.0000, loss_cls: 0.0349, loss: 0.0349 2021-09-07 00:49:31,957 - mmaction - INFO - Epoch [38][1300/2506] lr: 1.000e-02, eta: 7:40:19, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0338, loss: 0.0338 2021-09-07 00:49:57,158 - mmaction - INFO - Epoch [38][1400/2506] lr: 1.000e-02, eta: 7:39:52, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0590, loss: 0.0590 2021-09-07 00:50:22,816 - mmaction - INFO - Epoch [38][1500/2506] lr: 1.000e-02, eta: 7:39:26, time: 0.257, data_time: 0.003, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0617, loss: 0.0617 2021-09-07 00:50:48,778 - mmaction - INFO - Epoch [38][1600/2506] lr: 1.000e-02, eta: 7:39:00, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0560, loss: 0.0560 2021-09-07 00:51:14,531 - mmaction - INFO - Epoch [38][1700/2506] lr: 1.000e-02, eta: 7:38:33, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0783, loss: 0.0783 2021-09-07 00:51:40,441 - mmaction - INFO - Epoch [38][1800/2506] lr: 1.000e-02, eta: 7:38:07, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9781, top5_acc: 0.9994, loss_cls: 0.0788, loss: 0.0788 2021-09-07 00:52:06,226 - mmaction - INFO - Epoch [38][1900/2506] lr: 1.000e-02, eta: 7:37:41, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0798, loss: 0.0798 2021-09-07 00:52:31,964 - mmaction - INFO - Epoch [38][2000/2506] lr: 1.000e-02, eta: 7:37:15, time: 0.257, data_time: 0.011, memory: 3436, top1_acc: 0.9631, top5_acc: 1.0000, loss_cls: 0.1115, loss: 0.1115 2021-09-07 00:52:57,993 - mmaction - INFO - Epoch [38][2100/2506] lr: 1.000e-02, eta: 7:36:49, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0741, loss: 0.0741 2021-09-07 00:53:24,026 - mmaction - INFO - Epoch [38][2200/2506] lr: 1.000e-02, eta: 7:36:24, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0638, loss: 0.0638 2021-09-07 00:53:49,954 - mmaction - INFO - Epoch [38][2300/2506] lr: 1.000e-02, eta: 7:35:58, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.9762, top5_acc: 1.0000, loss_cls: 0.0839, loss: 0.0839 2021-09-07 00:54:15,967 - mmaction - INFO - Epoch [38][2400/2506] lr: 1.000e-02, eta: 7:35:32, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0796, loss: 0.0796 2021-09-07 00:54:41,911 - mmaction - INFO - Epoch [38][2500/2506] lr: 1.000e-02, eta: 7:35:06, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9719, top5_acc: 1.0000, loss_cls: 0.0922, loss: 0.0922 2021-09-07 00:55:12,426 - mmaction - INFO - Epoch [39][100/2506] lr: 1.000e-02, eta: 7:34:40, time: 0.287, data_time: 0.037, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0617, loss: 0.0617 2021-09-07 00:55:38,447 - mmaction - INFO - Epoch [39][200/2506] lr: 1.000e-02, eta: 7:34:14, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9912, top5_acc: 0.9994, loss_cls: 0.0410, loss: 0.0410 2021-09-07 00:56:04,393 - mmaction - INFO - Epoch [39][300/2506] lr: 1.000e-02, eta: 7:33:48, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0463, loss: 0.0463 2021-09-07 00:56:30,369 - mmaction - INFO - Epoch [39][400/2506] lr: 1.000e-02, eta: 7:33:22, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9888, top5_acc: 0.9994, loss_cls: 0.0551, loss: 0.0551 2021-09-07 00:56:56,498 - mmaction - INFO - Epoch [39][500/2506] lr: 1.000e-02, eta: 7:32:56, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0491, loss: 0.0491 2021-09-07 00:57:22,519 - mmaction - INFO - Epoch [39][600/2506] lr: 1.000e-02, eta: 7:32:30, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0422, loss: 0.0422 2021-09-07 00:57:48,421 - mmaction - INFO - Epoch [39][700/2506] lr: 1.000e-02, eta: 7:32:04, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0430, loss: 0.0430 2021-09-07 00:58:14,560 - mmaction - INFO - Epoch [39][800/2506] lr: 1.000e-02, eta: 7:31:39, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0462, loss: 0.0462 2021-09-07 00:58:40,662 - mmaction - INFO - Epoch [39][900/2506] lr: 1.000e-02, eta: 7:31:13, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0542, loss: 0.0542 2021-09-07 00:59:06,923 - mmaction - INFO - Epoch [39][1000/2506] lr: 1.000e-02, eta: 7:30:47, time: 0.263, data_time: 0.008, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0438, loss: 0.0438 2021-09-07 00:59:33,022 - mmaction - INFO - Epoch [39][1100/2506] lr: 1.000e-02, eta: 7:30:21, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0448, loss: 0.0448 2021-09-07 00:59:59,055 - mmaction - INFO - Epoch [39][1200/2506] lr: 1.000e-02, eta: 7:29:56, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0535, loss: 0.0535 2021-09-07 01:00:25,151 - mmaction - INFO - Epoch [39][1300/2506] lr: 1.000e-02, eta: 7:29:30, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0529, loss: 0.0529 2021-09-07 01:00:51,192 - mmaction - INFO - Epoch [39][1400/2506] lr: 1.000e-02, eta: 7:29:04, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0391, loss: 0.0391 2021-09-07 01:01:17,332 - mmaction - INFO - Epoch [39][1500/2506] lr: 1.000e-02, eta: 7:28:38, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.9938, top5_acc: 1.0000, loss_cls: 0.0392, loss: 0.0392 2021-09-07 01:01:43,431 - mmaction - INFO - Epoch [39][1600/2506] lr: 1.000e-02, eta: 7:28:12, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0493, loss: 0.0493 2021-09-07 01:02:09,448 - mmaction - INFO - Epoch [39][1700/2506] lr: 1.000e-02, eta: 7:27:47, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0513, loss: 0.0513 2021-09-07 01:02:35,380 - mmaction - INFO - Epoch [39][1800/2506] lr: 1.000e-02, eta: 7:27:21, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0564, loss: 0.0564 2021-09-07 01:03:01,508 - mmaction - INFO - Epoch [39][1900/2506] lr: 1.000e-02, eta: 7:26:55, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0604, loss: 0.0604 2021-09-07 01:03:27,404 - mmaction - INFO - Epoch [39][2000/2506] lr: 1.000e-02, eta: 7:26:29, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0565, loss: 0.0565 2021-09-07 01:03:53,446 - mmaction - INFO - Epoch [39][2100/2506] lr: 1.000e-02, eta: 7:26:03, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0668, loss: 0.0668 2021-09-07 01:04:19,350 - mmaction - INFO - Epoch [39][2200/2506] lr: 1.000e-02, eta: 7:25:37, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0618, loss: 0.0618 2021-09-07 01:04:45,367 - mmaction - INFO - Epoch [39][2300/2506] lr: 1.000e-02, eta: 7:25:11, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0541, loss: 0.0541 2021-09-07 01:05:11,358 - mmaction - INFO - Epoch [39][2400/2506] lr: 1.000e-02, eta: 7:24:45, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0655, loss: 0.0655 2021-09-07 01:05:37,332 - mmaction - INFO - Epoch [39][2500/2506] lr: 1.000e-02, eta: 7:24:19, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0546, loss: 0.0546 2021-09-07 01:06:07,332 - mmaction - INFO - Epoch [40][100/2506] lr: 1.000e-02, eta: 7:23:53, time: 0.282, data_time: 0.034, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0344, loss: 0.0344 2021-09-07 01:06:33,454 - mmaction - INFO - Epoch [40][200/2506] lr: 1.000e-02, eta: 7:23:27, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0451, loss: 0.0451 2021-09-07 01:06:59,441 - mmaction - INFO - Epoch [40][300/2506] lr: 1.000e-02, eta: 7:23:01, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0506, loss: 0.0506 2021-09-07 01:07:25,376 - mmaction - INFO - Epoch [40][400/2506] lr: 1.000e-02, eta: 7:22:35, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0620, loss: 0.0620 2021-09-07 01:07:51,299 - mmaction - INFO - Epoch [40][500/2506] lr: 1.000e-02, eta: 7:22:09, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0642, loss: 0.0642 2021-09-07 01:08:17,180 - mmaction - INFO - Epoch [40][600/2506] lr: 1.000e-02, eta: 7:21:43, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0819, loss: 0.0819 2021-09-07 01:08:43,127 - mmaction - INFO - Epoch [40][700/2506] lr: 1.000e-02, eta: 7:21:17, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0517, loss: 0.0517 2021-09-07 01:09:09,073 - mmaction - INFO - Epoch [40][800/2506] lr: 1.000e-02, eta: 7:20:51, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9781, top5_acc: 1.0000, loss_cls: 0.0682, loss: 0.0682 2021-09-07 01:09:35,076 - mmaction - INFO - Epoch [40][900/2506] lr: 1.000e-02, eta: 7:20:25, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0437, loss: 0.0437 2021-09-07 01:10:01,051 - mmaction - INFO - Epoch [40][1000/2506] lr: 1.000e-02, eta: 7:19:59, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0349, loss: 0.0349 2021-09-07 01:10:27,082 - mmaction - INFO - Epoch [40][1100/2506] lr: 1.000e-02, eta: 7:19:33, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0441, loss: 0.0441 2021-09-07 01:10:53,032 - mmaction - INFO - Epoch [40][1200/2506] lr: 1.000e-02, eta: 7:19:07, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0469, loss: 0.0469 2021-09-07 01:11:19,157 - mmaction - INFO - Epoch [40][1300/2506] lr: 1.000e-02, eta: 7:18:42, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0508, loss: 0.0508 2021-09-07 01:11:45,243 - mmaction - INFO - Epoch [40][1400/2506] lr: 1.000e-02, eta: 7:18:16, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0503, loss: 0.0503 2021-09-07 01:12:11,190 - mmaction - INFO - Epoch [40][1500/2506] lr: 1.000e-02, eta: 7:17:50, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0467, loss: 0.0467 2021-09-07 01:12:37,151 - mmaction - INFO - Epoch [40][1600/2506] lr: 1.000e-02, eta: 7:17:24, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0616, loss: 0.0616 2021-09-07 01:13:02,967 - mmaction - INFO - Epoch [40][1700/2506] lr: 1.000e-02, eta: 7:16:58, time: 0.258, data_time: 0.011, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0585, loss: 0.0585 2021-09-07 01:13:29,052 - mmaction - INFO - Epoch [40][1800/2506] lr: 1.000e-02, eta: 7:16:32, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0604, loss: 0.0604 2021-09-07 01:13:54,973 - mmaction - INFO - Epoch [40][1900/2506] lr: 1.000e-02, eta: 7:16:06, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0664, loss: 0.0664 2021-09-07 01:14:20,946 - mmaction - INFO - Epoch [40][2000/2506] lr: 1.000e-02, eta: 7:15:40, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9900, top5_acc: 0.9994, loss_cls: 0.0545, loss: 0.0545 2021-09-07 01:14:46,827 - mmaction - INFO - Epoch [40][2100/2506] lr: 1.000e-02, eta: 7:15:14, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9750, top5_acc: 1.0000, loss_cls: 0.0746, loss: 0.0746 2021-09-07 01:15:12,805 - mmaction - INFO - Epoch [40][2200/2506] lr: 1.000e-02, eta: 7:14:48, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0628, loss: 0.0628 2021-09-07 01:15:38,777 - mmaction - INFO - Epoch [40][2300/2506] lr: 1.000e-02, eta: 7:14:22, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0522, loss: 0.0522 2021-09-07 01:16:04,798 - mmaction - INFO - Epoch [40][2400/2506] lr: 1.000e-02, eta: 7:13:56, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0617, loss: 0.0617 2021-09-07 01:16:30,778 - mmaction - INFO - Epoch [40][2500/2506] lr: 1.000e-02, eta: 7:13:31, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0501, loss: 0.0501 2021-09-07 01:16:32,417 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-09-07 01:18:12,809 - mmaction - INFO - Epoch(val) [40][1031] top1_acc: 0.8457, top5_acc: 0.9825, loss_cls: 0.5681, loss: 0.5681 2021-09-07 01:18:41,162 - mmaction - INFO - Epoch [41][100/2506] lr: 1.000e-02, eta: 7:13:04, time: 0.282, data_time: 0.032, memory: 3436, top1_acc: 0.9944, top5_acc: 1.0000, loss_cls: 0.0351, loss: 0.0351 2021-09-07 01:19:07,129 - mmaction - INFO - Epoch [41][200/2506] lr: 1.000e-02, eta: 7:12:38, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0391, loss: 0.0391 2021-09-07 01:19:33,164 - mmaction - INFO - Epoch [41][300/2506] lr: 1.000e-02, eta: 7:12:12, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0385, loss: 0.0385 2021-09-07 01:19:59,316 - mmaction - INFO - Epoch [41][400/2506] lr: 1.000e-02, eta: 7:11:46, time: 0.262, data_time: 0.009, memory: 3436, top1_acc: 0.9981, top5_acc: 1.0000, loss_cls: 0.0260, loss: 0.0260 2021-09-07 01:20:25,353 - mmaction - INFO - Epoch [41][500/2506] lr: 1.000e-02, eta: 7:11:20, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0400, loss: 0.0400 2021-09-07 01:20:51,304 - mmaction - INFO - Epoch [41][600/2506] lr: 1.000e-02, eta: 7:10:54, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0362, loss: 0.0362 2021-09-07 01:21:17,185 - mmaction - INFO - Epoch [41][700/2506] lr: 1.000e-02, eta: 7:10:28, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9944, top5_acc: 0.9994, loss_cls: 0.0349, loss: 0.0349 2021-09-07 01:21:43,222 - mmaction - INFO - Epoch [41][800/2506] lr: 1.000e-02, eta: 7:10:02, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0346, loss: 0.0346 2021-09-07 01:22:09,063 - mmaction - INFO - Epoch [41][900/2506] lr: 1.000e-02, eta: 7:09:36, time: 0.258, data_time: 0.011, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0350, loss: 0.0350 2021-09-07 01:22:35,213 - mmaction - INFO - Epoch [41][1000/2506] lr: 1.000e-02, eta: 7:09:11, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0513, loss: 0.0513 2021-09-07 01:23:01,157 - mmaction - INFO - Epoch [41][1100/2506] lr: 1.000e-02, eta: 7:08:45, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0350, loss: 0.0350 2021-09-07 01:23:27,353 - mmaction - INFO - Epoch [41][1200/2506] lr: 1.000e-02, eta: 7:08:19, time: 0.262, data_time: 0.006, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0466, loss: 0.0466 2021-09-07 01:23:53,369 - mmaction - INFO - Epoch [41][1300/2506] lr: 1.000e-02, eta: 7:07:53, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0397, loss: 0.0397 2021-09-07 01:24:19,392 - mmaction - INFO - Epoch [41][1400/2506] lr: 1.000e-02, eta: 7:07:27, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0465, loss: 0.0465 2021-09-07 01:24:45,286 - mmaction - INFO - Epoch [41][1500/2506] lr: 1.000e-02, eta: 7:07:01, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0604, loss: 0.0604 2021-09-07 01:25:11,245 - mmaction - INFO - Epoch [41][1600/2506] lr: 1.000e-02, eta: 7:06:35, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0455, loss: 0.0455 2021-09-07 01:25:37,471 - mmaction - INFO - Epoch [41][1700/2506] lr: 1.000e-02, eta: 7:06:10, time: 0.262, data_time: 0.012, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0372, loss: 0.0372 2021-09-07 01:26:03,327 - mmaction - INFO - Epoch [41][1800/2506] lr: 1.000e-02, eta: 7:05:44, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0397, loss: 0.0397 2021-09-07 01:26:29,253 - mmaction - INFO - Epoch [41][1900/2506] lr: 1.000e-02, eta: 7:05:18, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0476, loss: 0.0476 2021-09-07 01:26:55,265 - mmaction - INFO - Epoch [41][2000/2506] lr: 1.000e-02, eta: 7:04:52, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0396, loss: 0.0396 2021-09-07 01:27:21,417 - mmaction - INFO - Epoch [41][2100/2506] lr: 1.000e-02, eta: 7:04:26, time: 0.262, data_time: 0.010, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0711, loss: 0.0711 2021-09-07 01:27:47,415 - mmaction - INFO - Epoch [41][2200/2506] lr: 1.000e-02, eta: 7:04:00, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0586, loss: 0.0586 2021-09-07 01:28:13,317 - mmaction - INFO - Epoch [41][2300/2506] lr: 1.000e-02, eta: 7:03:34, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9738, top5_acc: 1.0000, loss_cls: 0.0756, loss: 0.0756 2021-09-07 01:28:39,251 - mmaction - INFO - Epoch [41][2400/2506] lr: 1.000e-02, eta: 7:03:08, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9700, top5_acc: 1.0000, loss_cls: 0.0972, loss: 0.0972 2021-09-07 01:29:05,262 - mmaction - INFO - Epoch [41][2500/2506] lr: 1.000e-02, eta: 7:02:42, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0731, loss: 0.0731 2021-09-07 01:29:35,539 - mmaction - INFO - Epoch [42][100/2506] lr: 1.000e-02, eta: 7:02:16, time: 0.284, data_time: 0.033, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0610, loss: 0.0610 2021-09-07 01:30:01,468 - mmaction - INFO - Epoch [42][200/2506] lr: 1.000e-02, eta: 7:01:50, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0410, loss: 0.0410 2021-09-07 01:30:27,440 - mmaction - INFO - Epoch [42][300/2506] lr: 1.000e-02, eta: 7:01:24, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9938, top5_acc: 1.0000, loss_cls: 0.0396, loss: 0.0396 2021-09-07 01:30:53,381 - mmaction - INFO - Epoch [42][400/2506] lr: 1.000e-02, eta: 7:00:58, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0367, loss: 0.0367 2021-09-07 01:31:19,275 - mmaction - INFO - Epoch [42][500/2506] lr: 1.000e-02, eta: 7:00:32, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9975, top5_acc: 1.0000, loss_cls: 0.0294, loss: 0.0294 2021-09-07 01:31:45,268 - mmaction - INFO - Epoch [42][600/2506] lr: 1.000e-02, eta: 7:00:06, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0334, loss: 0.0334 2021-09-07 01:32:11,249 - mmaction - INFO - Epoch [42][700/2506] lr: 1.000e-02, eta: 6:59:40, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0547, loss: 0.0547 2021-09-07 01:32:37,121 - mmaction - INFO - Epoch [42][800/2506] lr: 1.000e-02, eta: 6:59:14, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0440, loss: 0.0440 2021-09-07 01:33:03,027 - mmaction - INFO - Epoch [42][900/2506] lr: 1.000e-02, eta: 6:58:48, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0341, loss: 0.0341 2021-09-07 01:33:28,908 - mmaction - INFO - Epoch [42][1000/2506] lr: 1.000e-02, eta: 6:58:22, time: 0.259, data_time: 0.004, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0295, loss: 0.0295 2021-09-07 01:33:54,833 - mmaction - INFO - Epoch [42][1100/2506] lr: 1.000e-02, eta: 6:57:56, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0324, loss: 0.0324 2021-09-07 01:34:20,791 - mmaction - INFO - Epoch [42][1200/2506] lr: 1.000e-02, eta: 6:57:30, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0329, loss: 0.0329 2021-09-07 01:34:46,840 - mmaction - INFO - Epoch [42][1300/2506] lr: 1.000e-02, eta: 6:57:04, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0392, loss: 0.0392 2021-09-07 01:35:12,803 - mmaction - INFO - Epoch [42][1400/2506] lr: 1.000e-02, eta: 6:56:38, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0290, loss: 0.0290 2021-09-07 01:35:38,719 - mmaction - INFO - Epoch [42][1500/2506] lr: 1.000e-02, eta: 6:56:12, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0325, loss: 0.0325 2021-09-07 01:36:04,627 - mmaction - INFO - Epoch [42][1600/2506] lr: 1.000e-02, eta: 6:55:46, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9919, top5_acc: 0.9994, loss_cls: 0.0401, loss: 0.0401 2021-09-07 01:36:30,448 - mmaction - INFO - Epoch [42][1700/2506] lr: 1.000e-02, eta: 6:55:20, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0378, loss: 0.0378 2021-09-07 01:36:56,404 - mmaction - INFO - Epoch [42][1800/2506] lr: 1.000e-02, eta: 6:54:54, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0348, loss: 0.0348 2021-09-07 01:37:22,428 - mmaction - INFO - Epoch [42][1900/2506] lr: 1.000e-02, eta: 6:54:28, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0518, loss: 0.0518 2021-09-07 01:37:48,315 - mmaction - INFO - Epoch [42][2000/2506] lr: 1.000e-02, eta: 6:54:02, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0669, loss: 0.0669 2021-09-07 01:38:14,251 - mmaction - INFO - Epoch [42][2100/2506] lr: 1.000e-02, eta: 6:53:36, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0636, loss: 0.0636 2021-09-07 01:38:40,081 - mmaction - INFO - Epoch [42][2200/2506] lr: 1.000e-02, eta: 6:53:10, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0746, loss: 0.0746 2021-09-07 01:39:06,005 - mmaction - INFO - Epoch [42][2300/2506] lr: 1.000e-02, eta: 6:52:44, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0725, loss: 0.0725 2021-09-07 01:39:31,957 - mmaction - INFO - Epoch [42][2400/2506] lr: 1.000e-02, eta: 6:52:18, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9669, top5_acc: 1.0000, loss_cls: 0.0920, loss: 0.0920 2021-09-07 01:39:57,920 - mmaction - INFO - Epoch [42][2500/2506] lr: 1.000e-02, eta: 6:51:52, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0794, loss: 0.0794 2021-09-07 01:40:28,250 - mmaction - INFO - Epoch [43][100/2506] lr: 1.000e-02, eta: 6:51:26, time: 0.285, data_time: 0.031, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0594, loss: 0.0594 2021-09-07 01:40:54,100 - mmaction - INFO - Epoch [43][200/2506] lr: 1.000e-02, eta: 6:51:00, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0612, loss: 0.0612 2021-09-07 01:41:20,250 - mmaction - INFO - Epoch [43][300/2506] lr: 1.000e-02, eta: 6:50:34, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0488, loss: 0.0488 2021-09-07 01:41:46,229 - mmaction - INFO - Epoch [43][400/2506] lr: 1.000e-02, eta: 6:50:08, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0548, loss: 0.0548 2021-09-07 01:42:12,071 - mmaction - INFO - Epoch [43][500/2506] lr: 1.000e-02, eta: 6:49:42, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0439, loss: 0.0439 2021-09-07 01:42:38,120 - mmaction - INFO - Epoch [43][600/2506] lr: 1.000e-02, eta: 6:49:16, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0358, loss: 0.0358 2021-09-07 01:43:04,038 - mmaction - INFO - Epoch [43][700/2506] lr: 1.000e-02, eta: 6:48:50, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9962, top5_acc: 1.0000, loss_cls: 0.0303, loss: 0.0303 2021-09-07 01:43:29,947 - mmaction - INFO - Epoch [43][800/2506] lr: 1.000e-02, eta: 6:48:24, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0496, loss: 0.0496 2021-09-07 01:43:55,970 - mmaction - INFO - Epoch [43][900/2506] lr: 1.000e-02, eta: 6:47:58, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0546, loss: 0.0546 2021-09-07 01:44:21,832 - mmaction - INFO - Epoch [43][1000/2506] lr: 1.000e-02, eta: 6:47:32, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0503, loss: 0.0503 2021-09-07 01:44:47,859 - mmaction - INFO - Epoch [43][1100/2506] lr: 1.000e-02, eta: 6:47:06, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0530, loss: 0.0530 2021-09-07 01:45:13,775 - mmaction - INFO - Epoch [43][1200/2506] lr: 1.000e-02, eta: 6:46:40, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0517, loss: 0.0517 2021-09-07 01:45:39,603 - mmaction - INFO - Epoch [43][1300/2506] lr: 1.000e-02, eta: 6:46:14, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0637, loss: 0.0637 2021-09-07 01:46:05,486 - mmaction - INFO - Epoch [43][1400/2506] lr: 1.000e-02, eta: 6:45:48, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0752, loss: 0.0752 2021-09-07 01:46:31,481 - mmaction - INFO - Epoch [43][1500/2506] lr: 1.000e-02, eta: 6:45:22, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0719, loss: 0.0719 2021-09-07 01:46:57,401 - mmaction - INFO - Epoch [43][1600/2506] lr: 1.000e-02, eta: 6:44:56, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9831, top5_acc: 0.9994, loss_cls: 0.0651, loss: 0.0651 2021-09-07 01:47:23,343 - mmaction - INFO - Epoch [43][1700/2506] lr: 1.000e-02, eta: 6:44:30, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0494, loss: 0.0494 2021-09-07 01:47:49,292 - mmaction - INFO - Epoch [43][1800/2506] lr: 1.000e-02, eta: 6:44:04, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0498, loss: 0.0498 2021-09-07 01:48:15,136 - mmaction - INFO - Epoch [43][1900/2506] lr: 1.000e-02, eta: 6:43:38, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0556, loss: 0.0556 2021-09-07 01:48:41,047 - mmaction - INFO - Epoch [43][2000/2506] lr: 1.000e-02, eta: 6:43:12, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0449, loss: 0.0449 2021-09-07 01:49:06,856 - mmaction - INFO - Epoch [43][2100/2506] lr: 1.000e-02, eta: 6:42:46, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0491, loss: 0.0491 2021-09-07 01:49:32,747 - mmaction - INFO - Epoch [43][2200/2506] lr: 1.000e-02, eta: 6:42:20, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9938, top5_acc: 1.0000, loss_cls: 0.0364, loss: 0.0364 2021-09-07 01:49:58,599 - mmaction - INFO - Epoch [43][2300/2506] lr: 1.000e-02, eta: 6:41:54, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0606, loss: 0.0606 2021-09-07 01:50:24,526 - mmaction - INFO - Epoch [43][2400/2506] lr: 1.000e-02, eta: 6:41:28, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0710, loss: 0.0710 2021-09-07 01:50:50,586 - mmaction - INFO - Epoch [43][2500/2506] lr: 1.000e-02, eta: 6:41:02, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0443, loss: 0.0443 2021-09-07 01:51:20,809 - mmaction - INFO - Epoch [44][100/2506] lr: 1.000e-02, eta: 6:40:36, time: 0.284, data_time: 0.031, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0347, loss: 0.0347 2021-09-07 01:51:46,930 - mmaction - INFO - Epoch [44][200/2506] lr: 1.000e-02, eta: 6:40:10, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9962, top5_acc: 1.0000, loss_cls: 0.0284, loss: 0.0284 2021-09-07 01:52:13,001 - mmaction - INFO - Epoch [44][300/2506] lr: 1.000e-02, eta: 6:39:44, time: 0.261, data_time: 0.012, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0365, loss: 0.0365 2021-09-07 01:52:38,974 - mmaction - INFO - Epoch [44][400/2506] lr: 1.000e-02, eta: 6:39:18, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0369, loss: 0.0369 2021-09-07 01:53:04,825 - mmaction - INFO - Epoch [44][500/2506] lr: 1.000e-02, eta: 6:38:52, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0427, loss: 0.0427 2021-09-07 01:53:30,749 - mmaction - INFO - Epoch [44][600/2506] lr: 1.000e-02, eta: 6:38:26, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9869, top5_acc: 0.9994, loss_cls: 0.0504, loss: 0.0504 2021-09-07 01:53:56,609 - mmaction - INFO - Epoch [44][700/2506] lr: 1.000e-02, eta: 6:38:00, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0374, loss: 0.0374 2021-09-07 01:54:22,280 - mmaction - INFO - Epoch [44][800/2506] lr: 1.000e-02, eta: 6:37:34, time: 0.257, data_time: 0.002, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0516, loss: 0.0516 2021-09-07 01:54:47,512 - mmaction - INFO - Epoch [44][900/2506] lr: 1.000e-02, eta: 6:37:07, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0521, loss: 0.0521 2021-09-07 01:55:12,785 - mmaction - INFO - Epoch [44][1000/2506] lr: 1.000e-02, eta: 6:36:41, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0520, loss: 0.0520 2021-09-07 01:55:38,201 - mmaction - INFO - Epoch [44][1100/2506] lr: 1.000e-02, eta: 6:36:14, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0687, loss: 0.0687 2021-09-07 01:56:03,487 - mmaction - INFO - Epoch [44][1200/2506] lr: 1.000e-02, eta: 6:35:48, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0657, loss: 0.0657 2021-09-07 01:56:28,798 - mmaction - INFO - Epoch [44][1300/2506] lr: 1.000e-02, eta: 6:35:21, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0469, loss: 0.0469 2021-09-07 01:56:54,059 - mmaction - INFO - Epoch [44][1400/2506] lr: 1.000e-02, eta: 6:34:55, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0571, loss: 0.0571 2021-09-07 01:57:19,275 - mmaction - INFO - Epoch [44][1500/2506] lr: 1.000e-02, eta: 6:34:28, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0443, loss: 0.0443 2021-09-07 01:57:44,514 - mmaction - INFO - Epoch [44][1600/2506] lr: 1.000e-02, eta: 6:34:02, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0645, loss: 0.0645 2021-09-07 01:58:09,751 - mmaction - INFO - Epoch [44][1700/2506] lr: 1.000e-02, eta: 6:33:35, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0687, loss: 0.0687 2021-09-07 01:58:34,979 - mmaction - INFO - Epoch [44][1800/2506] lr: 1.000e-02, eta: 6:33:09, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0532, loss: 0.0532 2021-09-07 01:59:00,300 - mmaction - INFO - Epoch [44][1900/2506] lr: 1.000e-02, eta: 6:32:42, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0613, loss: 0.0613 2021-09-07 01:59:26,296 - mmaction - INFO - Epoch [44][2000/2506] lr: 1.000e-02, eta: 6:32:16, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0595, loss: 0.0595 2021-09-07 01:59:51,895 - mmaction - INFO - Epoch [44][2100/2506] lr: 1.000e-02, eta: 6:31:50, time: 0.256, data_time: 0.005, memory: 3436, top1_acc: 0.9775, top5_acc: 1.0000, loss_cls: 0.0745, loss: 0.0745 2021-09-07 02:00:18,024 - mmaction - INFO - Epoch [44][2200/2506] lr: 1.000e-02, eta: 6:31:24, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0549, loss: 0.0549 2021-09-07 02:00:43,934 - mmaction - INFO - Epoch [44][2300/2506] lr: 1.000e-02, eta: 6:30:58, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0917, loss: 0.0917 2021-09-07 02:01:10,053 - mmaction - INFO - Epoch [44][2400/2506] lr: 1.000e-02, eta: 6:30:33, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0616, loss: 0.0616 2021-09-07 02:01:36,085 - mmaction - INFO - Epoch [44][2500/2506] lr: 1.000e-02, eta: 6:30:07, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0662, loss: 0.0662 2021-09-07 02:02:06,894 - mmaction - INFO - Epoch [45][100/2506] lr: 1.000e-02, eta: 6:29:40, time: 0.289, data_time: 0.036, memory: 3436, top1_acc: 0.9944, top5_acc: 1.0000, loss_cls: 0.0351, loss: 0.0351 2021-09-07 02:02:32,953 - mmaction - INFO - Epoch [45][200/2506] lr: 1.000e-02, eta: 6:29:14, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0450, loss: 0.0450 2021-09-07 02:02:59,052 - mmaction - INFO - Epoch [45][300/2506] lr: 1.000e-02, eta: 6:28:49, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0478, loss: 0.0478 2021-09-07 02:03:24,980 - mmaction - INFO - Epoch [45][400/2506] lr: 1.000e-02, eta: 6:28:23, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0580, loss: 0.0580 2021-09-07 02:03:50,916 - mmaction - INFO - Epoch [45][500/2506] lr: 1.000e-02, eta: 6:27:57, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0407, loss: 0.0407 2021-09-07 02:04:16,883 - mmaction - INFO - Epoch [45][600/2506] lr: 1.000e-02, eta: 6:27:31, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0454, loss: 0.0454 2021-09-07 02:04:42,970 - mmaction - INFO - Epoch [45][700/2506] lr: 1.000e-02, eta: 6:27:05, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0526, loss: 0.0526 2021-09-07 02:05:08,882 - mmaction - INFO - Epoch [45][800/2506] lr: 1.000e-02, eta: 6:26:39, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0384, loss: 0.0384 2021-09-07 02:05:34,896 - mmaction - INFO - Epoch [45][900/2506] lr: 1.000e-02, eta: 6:26:13, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0458, loss: 0.0458 2021-09-07 02:06:00,891 - mmaction - INFO - Epoch [45][1000/2506] lr: 1.000e-02, eta: 6:25:47, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0364, loss: 0.0364 2021-09-07 02:06:26,792 - mmaction - INFO - Epoch [45][1100/2506] lr: 1.000e-02, eta: 6:25:21, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9944, top5_acc: 1.0000, loss_cls: 0.0292, loss: 0.0292 2021-09-07 02:06:52,692 - mmaction - INFO - Epoch [45][1200/2506] lr: 1.000e-02, eta: 6:24:55, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0431, loss: 0.0431 2021-09-07 02:07:18,677 - mmaction - INFO - Epoch [45][1300/2506] lr: 1.000e-02, eta: 6:24:29, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0724, loss: 0.0724 2021-09-07 02:07:44,612 - mmaction - INFO - Epoch [45][1400/2506] lr: 1.000e-02, eta: 6:24:03, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0557, loss: 0.0557 2021-09-07 02:08:10,394 - mmaction - INFO - Epoch [45][1500/2506] lr: 1.000e-02, eta: 6:23:37, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0550, loss: 0.0550 2021-09-07 02:08:36,226 - mmaction - INFO - Epoch [45][1600/2506] lr: 1.000e-02, eta: 6:23:11, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0379, loss: 0.0379 2021-09-07 02:09:02,180 - mmaction - INFO - Epoch [45][1700/2506] lr: 1.000e-02, eta: 6:22:45, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0530, loss: 0.0530 2021-09-07 02:09:28,178 - mmaction - INFO - Epoch [45][1800/2506] lr: 1.000e-02, eta: 6:22:19, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0734, loss: 0.0734 2021-09-07 02:09:54,285 - mmaction - INFO - Epoch [45][1900/2506] lr: 1.000e-02, eta: 6:21:54, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0550, loss: 0.0550 2021-09-07 02:10:20,329 - mmaction - INFO - Epoch [45][2000/2506] lr: 1.000e-02, eta: 6:21:28, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0620, loss: 0.0620 2021-09-07 02:10:46,208 - mmaction - INFO - Epoch [45][2100/2506] lr: 1.000e-02, eta: 6:21:02, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0499, loss: 0.0499 2021-09-07 02:11:12,036 - mmaction - INFO - Epoch [45][2200/2506] lr: 1.000e-02, eta: 6:20:36, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0637, loss: 0.0637 2021-09-07 02:11:38,080 - mmaction - INFO - Epoch [45][2300/2506] lr: 1.000e-02, eta: 6:20:10, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0557, loss: 0.0557 2021-09-07 02:12:04,073 - mmaction - INFO - Epoch [45][2400/2506] lr: 1.000e-02, eta: 6:19:44, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0578, loss: 0.0578 2021-09-07 02:12:30,082 - mmaction - INFO - Epoch [45][2500/2506] lr: 1.000e-02, eta: 6:19:18, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0583, loss: 0.0583 2021-09-07 02:12:31,709 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-09-07 02:14:12,261 - mmaction - INFO - Epoch(val) [45][1031] top1_acc: 0.8379, top5_acc: 0.9809, loss_cls: 0.6049, loss: 0.6049 2021-09-07 02:14:40,719 - mmaction - INFO - Epoch [46][100/2506] lr: 1.000e-02, eta: 6:18:51, time: 0.283, data_time: 0.032, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0452, loss: 0.0452 2021-09-07 02:15:06,643 - mmaction - INFO - Epoch [46][200/2506] lr: 1.000e-02, eta: 6:18:25, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0391, loss: 0.0391 2021-09-07 02:15:32,571 - mmaction - INFO - Epoch [46][300/2506] lr: 1.000e-02, eta: 6:17:59, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0282, loss: 0.0282 2021-09-07 02:15:58,512 - mmaction - INFO - Epoch [46][400/2506] lr: 1.000e-02, eta: 6:17:33, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0283, loss: 0.0283 2021-09-07 02:16:24,400 - mmaction - INFO - Epoch [46][500/2506] lr: 1.000e-02, eta: 6:17:07, time: 0.259, data_time: 0.004, memory: 3436, top1_acc: 0.9944, top5_acc: 1.0000, loss_cls: 0.0269, loss: 0.0269 2021-09-07 02:16:50,277 - mmaction - INFO - Epoch [46][600/2506] lr: 1.000e-02, eta: 6:16:41, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9969, top5_acc: 1.0000, loss_cls: 0.0250, loss: 0.0250 2021-09-07 02:17:16,263 - mmaction - INFO - Epoch [46][700/2506] lr: 1.000e-02, eta: 6:16:15, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0367, loss: 0.0367 2021-09-07 02:17:42,109 - mmaction - INFO - Epoch [46][800/2506] lr: 1.000e-02, eta: 6:15:49, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0549, loss: 0.0549 2021-09-07 02:18:08,045 - mmaction - INFO - Epoch [46][900/2506] lr: 1.000e-02, eta: 6:15:23, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0438, loss: 0.0438 2021-09-07 02:18:33,998 - mmaction - INFO - Epoch [46][1000/2506] lr: 1.000e-02, eta: 6:14:57, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0548, loss: 0.0548 2021-09-07 02:18:59,897 - mmaction - INFO - Epoch [46][1100/2506] lr: 1.000e-02, eta: 6:14:31, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0393, loss: 0.0393 2021-09-07 02:19:25,821 - mmaction - INFO - Epoch [46][1200/2506] lr: 1.000e-02, eta: 6:14:05, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0370, loss: 0.0370 2021-09-07 02:19:51,780 - mmaction - INFO - Epoch [46][1300/2506] lr: 1.000e-02, eta: 6:13:39, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0417, loss: 0.0417 2021-09-07 02:20:17,676 - mmaction - INFO - Epoch [46][1400/2506] lr: 1.000e-02, eta: 6:13:13, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0361, loss: 0.0361 2021-09-07 02:20:43,755 - mmaction - INFO - Epoch [46][1500/2506] lr: 1.000e-02, eta: 6:12:48, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0332, loss: 0.0332 2021-09-07 02:21:09,714 - mmaction - INFO - Epoch [46][1600/2506] lr: 1.000e-02, eta: 6:12:22, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0385, loss: 0.0385 2021-09-07 02:21:35,557 - mmaction - INFO - Epoch [46][1700/2506] lr: 1.000e-02, eta: 6:11:56, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0473, loss: 0.0473 2021-09-07 02:22:01,426 - mmaction - INFO - Epoch [46][1800/2506] lr: 1.000e-02, eta: 6:11:30, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0669, loss: 0.0669 2021-09-07 02:22:27,426 - mmaction - INFO - Epoch [46][1900/2506] lr: 1.000e-02, eta: 6:11:04, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0637, loss: 0.0637 2021-09-07 02:22:53,452 - mmaction - INFO - Epoch [46][2000/2506] lr: 1.000e-02, eta: 6:10:38, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0515, loss: 0.0515 2021-09-07 02:23:19,647 - mmaction - INFO - Epoch [46][2100/2506] lr: 1.000e-02, eta: 6:10:12, time: 0.262, data_time: 0.007, memory: 3436, top1_acc: 0.9812, top5_acc: 1.0000, loss_cls: 0.0742, loss: 0.0742 2021-09-07 02:23:45,752 - mmaction - INFO - Epoch [46][2200/2506] lr: 1.000e-02, eta: 6:09:46, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0537, loss: 0.0537 2021-09-07 02:24:11,636 - mmaction - INFO - Epoch [46][2300/2506] lr: 1.000e-02, eta: 6:09:20, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0515, loss: 0.0515 2021-09-07 02:24:37,516 - mmaction - INFO - Epoch [46][2400/2506] lr: 1.000e-02, eta: 6:08:54, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0480, loss: 0.0480 2021-09-07 02:25:03,410 - mmaction - INFO - Epoch [46][2500/2506] lr: 1.000e-02, eta: 6:08:28, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0485, loss: 0.0485 2021-09-07 02:25:33,876 - mmaction - INFO - Epoch [47][100/2506] lr: 1.000e-02, eta: 6:08:01, time: 0.284, data_time: 0.030, memory: 3436, top1_acc: 0.9975, top5_acc: 1.0000, loss_cls: 0.0265, loss: 0.0265 2021-09-07 02:25:59,799 - mmaction - INFO - Epoch [47][200/2506] lr: 1.000e-02, eta: 6:07:35, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0331, loss: 0.0331 2021-09-07 02:26:25,706 - mmaction - INFO - Epoch [47][300/2506] lr: 1.000e-02, eta: 6:07:10, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0270, loss: 0.0270 2021-09-07 02:26:51,680 - mmaction - INFO - Epoch [47][400/2506] lr: 1.000e-02, eta: 6:06:44, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0378, loss: 0.0378 2021-09-07 02:27:17,734 - mmaction - INFO - Epoch [47][500/2506] lr: 1.000e-02, eta: 6:06:18, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0359, loss: 0.0359 2021-09-07 02:27:43,793 - mmaction - INFO - Epoch [47][600/2506] lr: 1.000e-02, eta: 6:05:52, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0386, loss: 0.0386 2021-09-07 02:28:09,665 - mmaction - INFO - Epoch [47][700/2506] lr: 1.000e-02, eta: 6:05:26, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0564, loss: 0.0564 2021-09-07 02:28:35,721 - mmaction - INFO - Epoch [47][800/2506] lr: 1.000e-02, eta: 6:05:00, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0361, loss: 0.0361 2021-09-07 02:29:01,812 - mmaction - INFO - Epoch [47][900/2506] lr: 1.000e-02, eta: 6:04:34, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0288, loss: 0.0288 2021-09-07 02:29:27,863 - mmaction - INFO - Epoch [47][1000/2506] lr: 1.000e-02, eta: 6:04:08, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9944, top5_acc: 1.0000, loss_cls: 0.0295, loss: 0.0295 2021-09-07 02:29:53,735 - mmaction - INFO - Epoch [47][1100/2506] lr: 1.000e-02, eta: 6:03:42, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0302, loss: 0.0302 2021-09-07 02:30:19,608 - mmaction - INFO - Epoch [47][1200/2506] lr: 1.000e-02, eta: 6:03:16, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0559, loss: 0.0559 2021-09-07 02:30:45,437 - mmaction - INFO - Epoch [47][1300/2506] lr: 1.000e-02, eta: 6:02:50, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0596, loss: 0.0596 2021-09-07 02:31:11,502 - mmaction - INFO - Epoch [47][1400/2506] lr: 1.000e-02, eta: 6:02:24, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0523, loss: 0.0523 2021-09-07 02:31:37,388 - mmaction - INFO - Epoch [47][1500/2506] lr: 1.000e-02, eta: 6:01:58, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0563, loss: 0.0563 2021-09-07 02:32:03,398 - mmaction - INFO - Epoch [47][1600/2506] lr: 1.000e-02, eta: 6:01:32, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9819, top5_acc: 1.0000, loss_cls: 0.0636, loss: 0.0636 2021-09-07 02:32:29,313 - mmaction - INFO - Epoch [47][1700/2506] lr: 1.000e-02, eta: 6:01:06, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0563, loss: 0.0563 2021-09-07 02:32:55,234 - mmaction - INFO - Epoch [47][1800/2506] lr: 1.000e-02, eta: 6:00:41, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0472, loss: 0.0472 2021-09-07 02:33:21,249 - mmaction - INFO - Epoch [47][1900/2506] lr: 1.000e-02, eta: 6:00:15, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0384, loss: 0.0384 2021-09-07 02:33:47,092 - mmaction - INFO - Epoch [47][2000/2506] lr: 1.000e-02, eta: 5:59:49, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0535, loss: 0.0535 2021-09-07 02:34:13,071 - mmaction - INFO - Epoch [47][2100/2506] lr: 1.000e-02, eta: 5:59:23, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0493, loss: 0.0493 2021-09-07 02:34:39,107 - mmaction - INFO - Epoch [47][2200/2506] lr: 1.000e-02, eta: 5:58:57, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0442, loss: 0.0442 2021-09-07 02:35:05,083 - mmaction - INFO - Epoch [47][2300/2506] lr: 1.000e-02, eta: 5:58:31, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9925, top5_acc: 0.9994, loss_cls: 0.0408, loss: 0.0408 2021-09-07 02:35:30,939 - mmaction - INFO - Epoch [47][2400/2506] lr: 1.000e-02, eta: 5:58:05, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0411, loss: 0.0411 2021-09-07 02:35:56,869 - mmaction - INFO - Epoch [47][2500/2506] lr: 1.000e-02, eta: 5:57:39, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0372, loss: 0.0372 2021-09-07 02:36:27,204 - mmaction - INFO - Epoch [48][100/2506] lr: 1.000e-02, eta: 5:57:12, time: 0.285, data_time: 0.035, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0346, loss: 0.0346 2021-09-07 02:36:53,224 - mmaction - INFO - Epoch [48][200/2506] lr: 1.000e-02, eta: 5:56:46, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0284, loss: 0.0284 2021-09-07 02:37:19,115 - mmaction - INFO - Epoch [48][300/2506] lr: 1.000e-02, eta: 5:56:20, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0276, loss: 0.0276 2021-09-07 02:37:45,144 - mmaction - INFO - Epoch [48][400/2506] lr: 1.000e-02, eta: 5:55:54, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0461, loss: 0.0461 2021-09-07 02:38:11,296 - mmaction - INFO - Epoch [48][500/2506] lr: 1.000e-02, eta: 5:55:28, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0341, loss: 0.0341 2021-09-07 02:38:37,370 - mmaction - INFO - Epoch [48][600/2506] lr: 1.000e-02, eta: 5:55:03, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0404, loss: 0.0404 2021-09-07 02:39:03,307 - mmaction - INFO - Epoch [48][700/2506] lr: 1.000e-02, eta: 5:54:37, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0448, loss: 0.0448 2021-09-07 02:39:29,118 - mmaction - INFO - Epoch [48][800/2506] lr: 1.000e-02, eta: 5:54:11, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0442, loss: 0.0442 2021-09-07 02:39:55,137 - mmaction - INFO - Epoch [48][900/2506] lr: 1.000e-02, eta: 5:53:45, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0432, loss: 0.0432 2021-09-07 02:40:21,253 - mmaction - INFO - Epoch [48][1000/2506] lr: 1.000e-02, eta: 5:53:19, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0427, loss: 0.0427 2021-09-07 02:40:47,115 - mmaction - INFO - Epoch [48][1100/2506] lr: 1.000e-02, eta: 5:52:53, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0467, loss: 0.0467 2021-09-07 02:41:12,992 - mmaction - INFO - Epoch [48][1200/2506] lr: 1.000e-02, eta: 5:52:27, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9850, top5_acc: 1.0000, loss_cls: 0.0495, loss: 0.0495 2021-09-07 02:41:38,991 - mmaction - INFO - Epoch [48][1300/2506] lr: 1.000e-02, eta: 5:52:01, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0570, loss: 0.0570 2021-09-07 02:42:04,945 - mmaction - INFO - Epoch [48][1400/2506] lr: 1.000e-02, eta: 5:51:35, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0435, loss: 0.0435 2021-09-07 02:42:30,971 - mmaction - INFO - Epoch [48][1500/2506] lr: 1.000e-02, eta: 5:51:09, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0643, loss: 0.0643 2021-09-07 02:42:56,696 - mmaction - INFO - Epoch [48][1600/2506] lr: 1.000e-02, eta: 5:50:43, time: 0.257, data_time: 0.007, memory: 3436, top1_acc: 0.9825, top5_acc: 1.0000, loss_cls: 0.0538, loss: 0.0538 2021-09-07 02:43:22,201 - mmaction - INFO - Epoch [48][1700/2506] lr: 1.000e-02, eta: 5:50:17, time: 0.255, data_time: 0.002, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0706, loss: 0.0706 2021-09-07 02:43:48,136 - mmaction - INFO - Epoch [48][1800/2506] lr: 1.000e-02, eta: 5:49:51, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9838, top5_acc: 1.0000, loss_cls: 0.0542, loss: 0.0542 2021-09-07 02:44:14,079 - mmaction - INFO - Epoch [48][1900/2506] lr: 1.000e-02, eta: 5:49:25, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0909, loss: 0.0909 2021-09-07 02:44:39,942 - mmaction - INFO - Epoch [48][2000/2506] lr: 1.000e-02, eta: 5:48:59, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0758, loss: 0.0758 2021-09-07 02:45:05,781 - mmaction - INFO - Epoch [48][2100/2506] lr: 1.000e-02, eta: 5:48:33, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0547, loss: 0.0547 2021-09-07 02:45:31,935 - mmaction - INFO - Epoch [48][2200/2506] lr: 1.000e-02, eta: 5:48:07, time: 0.262, data_time: 0.010, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0626, loss: 0.0626 2021-09-07 02:45:57,904 - mmaction - INFO - Epoch [48][2300/2506] lr: 1.000e-02, eta: 5:47:41, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0489, loss: 0.0489 2021-09-07 02:46:23,857 - mmaction - INFO - Epoch [48][2400/2506] lr: 1.000e-02, eta: 5:47:15, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9869, top5_acc: 1.0000, loss_cls: 0.0544, loss: 0.0544 2021-09-07 02:46:49,756 - mmaction - INFO - Epoch [48][2500/2506] lr: 1.000e-02, eta: 5:46:49, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9831, top5_acc: 1.0000, loss_cls: 0.0635, loss: 0.0635 2021-09-07 02:47:20,216 - mmaction - INFO - Epoch [49][100/2506] lr: 1.000e-02, eta: 5:46:22, time: 0.285, data_time: 0.034, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0448, loss: 0.0448 2021-09-07 02:47:46,140 - mmaction - INFO - Epoch [49][200/2506] lr: 1.000e-02, eta: 5:45:56, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0327, loss: 0.0327 2021-09-07 02:48:12,151 - mmaction - INFO - Epoch [49][300/2506] lr: 1.000e-02, eta: 5:45:30, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0235, loss: 0.0235 2021-09-07 02:48:37,978 - mmaction - INFO - Epoch [49][400/2506] lr: 1.000e-02, eta: 5:45:04, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9962, top5_acc: 1.0000, loss_cls: 0.0249, loss: 0.0249 2021-09-07 02:49:03,894 - mmaction - INFO - Epoch [49][500/2506] lr: 1.000e-02, eta: 5:44:38, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9944, top5_acc: 1.0000, loss_cls: 0.0307, loss: 0.0307 2021-09-07 02:49:29,735 - mmaction - INFO - Epoch [49][600/2506] lr: 1.000e-02, eta: 5:44:12, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9950, top5_acc: 1.0000, loss_cls: 0.0307, loss: 0.0307 2021-09-07 02:49:55,786 - mmaction - INFO - Epoch [49][700/2506] lr: 1.000e-02, eta: 5:43:46, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 0.9938, top5_acc: 1.0000, loss_cls: 0.0312, loss: 0.0312 2021-09-07 02:50:21,688 - mmaction - INFO - Epoch [49][800/2506] lr: 1.000e-02, eta: 5:43:20, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0344, loss: 0.0344 2021-09-07 02:50:47,592 - mmaction - INFO - Epoch [49][900/2506] lr: 1.000e-02, eta: 5:42:55, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0387, loss: 0.0387 2021-09-07 02:51:13,429 - mmaction - INFO - Epoch [49][1000/2506] lr: 1.000e-02, eta: 5:42:28, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0522, loss: 0.0522 2021-09-07 02:51:39,306 - mmaction - INFO - Epoch [49][1100/2506] lr: 1.000e-02, eta: 5:42:02, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9794, top5_acc: 1.0000, loss_cls: 0.0702, loss: 0.0702 2021-09-07 02:52:05,176 - mmaction - INFO - Epoch [49][1200/2506] lr: 1.000e-02, eta: 5:41:36, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9844, top5_acc: 1.0000, loss_cls: 0.0642, loss: 0.0642 2021-09-07 02:52:31,208 - mmaction - INFO - Epoch [49][1300/2506] lr: 1.000e-02, eta: 5:41:11, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0536, loss: 0.0536 2021-09-07 02:52:57,181 - mmaction - INFO - Epoch [49][1400/2506] lr: 1.000e-02, eta: 5:40:45, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0487, loss: 0.0487 2021-09-07 02:53:23,168 - mmaction - INFO - Epoch [49][1500/2506] lr: 1.000e-02, eta: 5:40:19, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9862, top5_acc: 1.0000, loss_cls: 0.0575, loss: 0.0575 2021-09-07 02:53:49,051 - mmaction - INFO - Epoch [49][1600/2506] lr: 1.000e-02, eta: 5:39:53, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0418, loss: 0.0418 2021-09-07 02:54:14,903 - mmaction - INFO - Epoch [49][1700/2506] lr: 1.000e-02, eta: 5:39:27, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9806, top5_acc: 1.0000, loss_cls: 0.0646, loss: 0.0646 2021-09-07 02:54:40,858 - mmaction - INFO - Epoch [49][1800/2506] lr: 1.000e-02, eta: 5:39:01, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0576, loss: 0.0576 2021-09-07 02:55:06,864 - mmaction - INFO - Epoch [49][1900/2506] lr: 1.000e-02, eta: 5:38:35, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0478, loss: 0.0478 2021-09-07 02:55:32,743 - mmaction - INFO - Epoch [49][2000/2506] lr: 1.000e-02, eta: 5:38:09, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9788, top5_acc: 1.0000, loss_cls: 0.0720, loss: 0.0720 2021-09-07 02:55:58,748 - mmaction - INFO - Epoch [49][2100/2506] lr: 1.000e-02, eta: 5:37:43, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9712, top5_acc: 1.0000, loss_cls: 0.0863, loss: 0.0863 2021-09-07 02:56:24,837 - mmaction - INFO - Epoch [49][2200/2506] lr: 1.000e-02, eta: 5:37:17, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0775, loss: 0.0775 2021-09-07 02:56:50,887 - mmaction - INFO - Epoch [49][2300/2506] lr: 1.000e-02, eta: 5:36:51, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0689, loss: 0.0689 2021-09-07 02:57:16,846 - mmaction - INFO - Epoch [49][2400/2506] lr: 1.000e-02, eta: 5:36:25, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9656, top5_acc: 0.9994, loss_cls: 0.1040, loss: 0.1040 2021-09-07 02:57:43,001 - mmaction - INFO - Epoch [49][2500/2506] lr: 1.000e-02, eta: 5:35:59, time: 0.262, data_time: 0.006, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0486, loss: 0.0486 2021-09-07 02:58:13,357 - mmaction - INFO - Epoch [50][100/2506] lr: 1.000e-02, eta: 5:35:33, time: 0.285, data_time: 0.035, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0342, loss: 0.0342 2021-09-07 02:58:39,237 - mmaction - INFO - Epoch [50][200/2506] lr: 1.000e-02, eta: 5:35:07, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9975, top5_acc: 1.0000, loss_cls: 0.0254, loss: 0.0254 2021-09-07 02:59:05,155 - mmaction - INFO - Epoch [50][300/2506] lr: 1.000e-02, eta: 5:34:41, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0266, loss: 0.0266 2021-09-07 02:59:31,087 - mmaction - INFO - Epoch [50][400/2506] lr: 1.000e-02, eta: 5:34:15, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9919, top5_acc: 1.0000, loss_cls: 0.0320, loss: 0.0320 2021-09-07 02:59:56,934 - mmaction - INFO - Epoch [50][500/2506] lr: 1.000e-02, eta: 5:33:49, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0375, loss: 0.0375 2021-09-07 03:00:22,749 - mmaction - INFO - Epoch [50][600/2506] lr: 1.000e-02, eta: 5:33:23, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0505, loss: 0.0505 2021-09-07 03:00:48,681 - mmaction - INFO - Epoch [50][700/2506] lr: 1.000e-02, eta: 5:32:57, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9912, top5_acc: 1.0000, loss_cls: 0.0359, loss: 0.0359 2021-09-07 03:01:14,663 - mmaction - INFO - Epoch [50][800/2506] lr: 1.000e-02, eta: 5:32:31, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0359, loss: 0.0359 2021-09-07 03:01:40,558 - mmaction - INFO - Epoch [50][900/2506] lr: 1.000e-02, eta: 5:32:05, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9944, top5_acc: 1.0000, loss_cls: 0.0268, loss: 0.0268 2021-09-07 03:02:06,447 - mmaction - INFO - Epoch [50][1000/2506] lr: 1.000e-02, eta: 5:31:39, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9962, top5_acc: 1.0000, loss_cls: 0.0246, loss: 0.0246 2021-09-07 03:02:32,089 - mmaction - INFO - Epoch [50][1100/2506] lr: 1.000e-02, eta: 5:31:13, time: 0.256, data_time: 0.008, memory: 3436, top1_acc: 0.9925, top5_acc: 0.9994, loss_cls: 0.0330, loss: 0.0330 2021-09-07 03:02:57,258 - mmaction - INFO - Epoch [50][1200/2506] lr: 1.000e-02, eta: 5:30:46, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9756, top5_acc: 1.0000, loss_cls: 0.0704, loss: 0.0704 2021-09-07 03:03:22,435 - mmaction - INFO - Epoch [50][1300/2506] lr: 1.000e-02, eta: 5:30:20, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9812, top5_acc: 0.9994, loss_cls: 0.0732, loss: 0.0732 2021-09-07 03:03:48,016 - mmaction - INFO - Epoch [50][1400/2506] lr: 1.000e-02, eta: 5:29:54, time: 0.256, data_time: 0.004, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0747, loss: 0.0747 2021-09-07 03:04:13,312 - mmaction - INFO - Epoch [50][1500/2506] lr: 1.000e-02, eta: 5:29:27, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9856, top5_acc: 1.0000, loss_cls: 0.0552, loss: 0.0552 2021-09-07 03:04:38,565 - mmaction - INFO - Epoch [50][1600/2506] lr: 1.000e-02, eta: 5:29:01, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0411, loss: 0.0411 2021-09-07 03:05:03,982 - mmaction - INFO - Epoch [50][1700/2506] lr: 1.000e-02, eta: 5:28:35, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0421, loss: 0.0421 2021-09-07 03:05:29,220 - mmaction - INFO - Epoch [50][1800/2506] lr: 1.000e-02, eta: 5:28:08, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9906, top5_acc: 1.0000, loss_cls: 0.0489, loss: 0.0489 2021-09-07 03:05:54,446 - mmaction - INFO - Epoch [50][1900/2506] lr: 1.000e-02, eta: 5:27:42, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9938, top5_acc: 1.0000, loss_cls: 0.0320, loss: 0.0320 2021-09-07 03:06:19,668 - mmaction - INFO - Epoch [50][2000/2506] lr: 1.000e-02, eta: 5:27:15, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9881, top5_acc: 1.0000, loss_cls: 0.0478, loss: 0.0478 2021-09-07 03:06:44,867 - mmaction - INFO - Epoch [50][2100/2506] lr: 1.000e-02, eta: 5:26:49, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9900, top5_acc: 1.0000, loss_cls: 0.0423, loss: 0.0423 2021-09-07 03:07:10,149 - mmaction - INFO - Epoch [50][2200/2506] lr: 1.000e-02, eta: 5:26:23, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9875, top5_acc: 1.0000, loss_cls: 0.0465, loss: 0.0465 2021-09-07 03:07:35,464 - mmaction - INFO - Epoch [50][2300/2506] lr: 1.000e-02, eta: 5:25:56, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9888, top5_acc: 1.0000, loss_cls: 0.0502, loss: 0.0502 2021-09-07 03:08:00,688 - mmaction - INFO - Epoch [50][2400/2506] lr: 1.000e-02, eta: 5:25:30, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9725, top5_acc: 1.0000, loss_cls: 0.0910, loss: 0.0910 2021-09-07 03:08:26,161 - mmaction - INFO - Epoch [50][2500/2506] lr: 1.000e-02, eta: 5:25:04, time: 0.255, data_time: 0.003, memory: 3436, top1_acc: 0.9800, top5_acc: 1.0000, loss_cls: 0.0682, loss: 0.0682 2021-09-07 03:08:27,756 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-09-07 03:10:06,583 - mmaction - INFO - Epoch(val) [50][1031] top1_acc: 0.8197, top5_acc: 0.9778, loss_cls: 0.6844, loss: 0.6844 2021-09-07 03:10:35,040 - mmaction - INFO - Epoch [51][100/2506] lr: 1.000e-03, eta: 5:24:37, time: 0.283, data_time: 0.031, memory: 3436, top1_acc: 0.9894, top5_acc: 1.0000, loss_cls: 0.0459, loss: 0.0459 2021-09-07 03:11:00,990 - mmaction - INFO - Epoch [51][200/2506] lr: 1.000e-03, eta: 5:24:11, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9925, top5_acc: 1.0000, loss_cls: 0.0320, loss: 0.0320 2021-09-07 03:11:27,089 - mmaction - INFO - Epoch [51][300/2506] lr: 1.000e-03, eta: 5:23:45, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0213, loss: 0.0213 2021-09-07 03:11:53,052 - mmaction - INFO - Epoch [51][400/2506] lr: 1.000e-03, eta: 5:23:19, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0282, loss: 0.0282 2021-09-07 03:12:19,040 - mmaction - INFO - Epoch [51][500/2506] lr: 1.000e-03, eta: 5:22:53, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0173, loss: 0.0173 2021-09-07 03:12:45,066 - mmaction - INFO - Epoch [51][600/2506] lr: 1.000e-03, eta: 5:22:27, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9981, top5_acc: 1.0000, loss_cls: 0.0192, loss: 0.0192 2021-09-07 03:13:11,092 - mmaction - INFO - Epoch [51][700/2506] lr: 1.000e-03, eta: 5:22:01, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9931, top5_acc: 1.0000, loss_cls: 0.0283, loss: 0.0283 2021-09-07 03:13:37,036 - mmaction - INFO - Epoch [51][800/2506] lr: 1.000e-03, eta: 5:21:35, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9975, top5_acc: 1.0000, loss_cls: 0.0169, loss: 0.0169 2021-09-07 03:14:03,179 - mmaction - INFO - Epoch [51][900/2506] lr: 1.000e-03, eta: 5:21:10, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0137, loss: 0.0137 2021-09-07 03:14:29,148 - mmaction - INFO - Epoch [51][1000/2506] lr: 1.000e-03, eta: 5:20:44, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0144, loss: 0.0144 2021-09-07 03:14:55,168 - mmaction - INFO - Epoch [51][1100/2506] lr: 1.000e-03, eta: 5:20:18, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0127, loss: 0.0127 2021-09-07 03:15:21,323 - mmaction - INFO - Epoch [51][1200/2506] lr: 1.000e-03, eta: 5:19:52, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0148, loss: 0.0148 2021-09-07 03:15:47,243 - mmaction - INFO - Epoch [51][1300/2506] lr: 1.000e-03, eta: 5:19:26, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0136, loss: 0.0136 2021-09-07 03:16:13,273 - mmaction - INFO - Epoch [51][1400/2506] lr: 1.000e-03, eta: 5:19:00, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0124, loss: 0.0124 2021-09-07 03:16:39,371 - mmaction - INFO - Epoch [51][1500/2506] lr: 1.000e-03, eta: 5:18:34, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0124, loss: 0.0124 2021-09-07 03:17:05,287 - mmaction - INFO - Epoch [51][1600/2506] lr: 1.000e-03, eta: 5:18:08, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9981, top5_acc: 1.0000, loss_cls: 0.0119, loss: 0.0119 2021-09-07 03:17:31,287 - mmaction - INFO - Epoch [51][1700/2506] lr: 1.000e-03, eta: 5:17:42, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9969, top5_acc: 1.0000, loss_cls: 0.0160, loss: 0.0160 2021-09-07 03:17:57,310 - mmaction - INFO - Epoch [51][1800/2506] lr: 1.000e-03, eta: 5:17:16, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9981, top5_acc: 1.0000, loss_cls: 0.0145, loss: 0.0145 2021-09-07 03:18:23,258 - mmaction - INFO - Epoch [51][1900/2506] lr: 1.000e-03, eta: 5:16:51, time: 0.259, data_time: 0.013, memory: 3436, top1_acc: 0.9956, top5_acc: 1.0000, loss_cls: 0.0149, loss: 0.0149 2021-09-07 03:18:49,266 - mmaction - INFO - Epoch [51][2000/2506] lr: 1.000e-03, eta: 5:16:25, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0119, loss: 0.0119 2021-09-07 03:19:15,362 - mmaction - INFO - Epoch [51][2100/2506] lr: 1.000e-03, eta: 5:15:59, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 0.9975, top5_acc: 1.0000, loss_cls: 0.0134, loss: 0.0134 2021-09-07 03:19:41,338 - mmaction - INFO - Epoch [51][2200/2506] lr: 1.000e-03, eta: 5:15:33, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0113, loss: 0.0113 2021-09-07 03:20:07,338 - mmaction - INFO - Epoch [51][2300/2506] lr: 1.000e-03, eta: 5:15:07, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0115, loss: 0.0115 2021-09-07 03:20:33,391 - mmaction - INFO - Epoch [51][2400/2506] lr: 1.000e-03, eta: 5:14:41, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0113, loss: 0.0113 2021-09-07 03:20:59,199 - mmaction - INFO - Epoch [51][2500/2506] lr: 1.000e-03, eta: 5:14:15, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0132, loss: 0.0132 2021-09-07 03:21:29,411 - mmaction - INFO - Epoch [52][100/2506] lr: 1.000e-03, eta: 5:13:48, time: 0.284, data_time: 0.032, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0113, loss: 0.0113 2021-09-07 03:21:55,327 - mmaction - INFO - Epoch [52][200/2506] lr: 1.000e-03, eta: 5:13:22, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0108, loss: 0.0108 2021-09-07 03:22:21,297 - mmaction - INFO - Epoch [52][300/2506] lr: 1.000e-03, eta: 5:12:56, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0116, loss: 0.0116 2021-09-07 03:22:47,399 - mmaction - INFO - Epoch [52][400/2506] lr: 1.000e-03, eta: 5:12:30, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0100, loss: 0.0100 2021-09-07 03:23:13,468 - mmaction - INFO - Epoch [52][500/2506] lr: 1.000e-03, eta: 5:12:04, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0079, loss: 0.0079 2021-09-07 03:23:39,435 - mmaction - INFO - Epoch [52][600/2506] lr: 1.000e-03, eta: 5:11:38, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0084, loss: 0.0084 2021-09-07 03:24:05,350 - mmaction - INFO - Epoch [52][700/2506] lr: 1.000e-03, eta: 5:11:12, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0102, loss: 0.0102 2021-09-07 03:24:31,434 - mmaction - INFO - Epoch [52][800/2506] lr: 1.000e-03, eta: 5:10:47, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0092, loss: 0.0092 2021-09-07 03:24:57,410 - mmaction - INFO - Epoch [52][900/2506] lr: 1.000e-03, eta: 5:10:21, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0084, loss: 0.0084 2021-09-07 03:25:23,282 - mmaction - INFO - Epoch [52][1000/2506] lr: 1.000e-03, eta: 5:09:55, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0090, loss: 0.0090 2021-09-07 03:25:49,103 - mmaction - INFO - Epoch [52][1100/2506] lr: 1.000e-03, eta: 5:09:29, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0088, loss: 0.0088 2021-09-07 03:26:15,022 - mmaction - INFO - Epoch [52][1200/2506] lr: 1.000e-03, eta: 5:09:03, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0090, loss: 0.0090 2021-09-07 03:26:40,968 - mmaction - INFO - Epoch [52][1300/2506] lr: 1.000e-03, eta: 5:08:37, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0093, loss: 0.0093 2021-09-07 03:27:06,887 - mmaction - INFO - Epoch [52][1400/2506] lr: 1.000e-03, eta: 5:08:11, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0089, loss: 0.0089 2021-09-07 03:27:32,827 - mmaction - INFO - Epoch [52][1500/2506] lr: 1.000e-03, eta: 5:07:45, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0096, loss: 0.0096 2021-09-07 03:27:58,733 - mmaction - INFO - Epoch [52][1600/2506] lr: 1.000e-03, eta: 5:07:19, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0092, loss: 0.0092 2021-09-07 03:28:24,529 - mmaction - INFO - Epoch [52][1700/2506] lr: 1.000e-03, eta: 5:06:53, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0097, loss: 0.0097 2021-09-07 03:28:50,600 - mmaction - INFO - Epoch [52][1800/2506] lr: 1.000e-03, eta: 5:06:27, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0081, loss: 0.0081 2021-09-07 03:29:16,420 - mmaction - INFO - Epoch [52][1900/2506] lr: 1.000e-03, eta: 5:06:01, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0099, loss: 0.0099 2021-09-07 03:29:42,397 - mmaction - INFO - Epoch [52][2000/2506] lr: 1.000e-03, eta: 5:05:35, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0082, loss: 0.0082 2021-09-07 03:30:08,446 - mmaction - INFO - Epoch [52][2100/2506] lr: 1.000e-03, eta: 5:05:09, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0074, loss: 0.0074 2021-09-07 03:30:34,367 - mmaction - INFO - Epoch [52][2200/2506] lr: 1.000e-03, eta: 5:04:43, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0088, loss: 0.0088 2021-09-07 03:31:00,254 - mmaction - INFO - Epoch [52][2300/2506] lr: 1.000e-03, eta: 5:04:17, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0087, loss: 0.0087 2021-09-07 03:31:26,246 - mmaction - INFO - Epoch [52][2400/2506] lr: 1.000e-03, eta: 5:03:51, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0066, loss: 0.0066 2021-09-07 03:31:52,087 - mmaction - INFO - Epoch [52][2500/2506] lr: 1.000e-03, eta: 5:03:25, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0071, loss: 0.0071 2021-09-07 03:32:22,628 - mmaction - INFO - Epoch [53][100/2506] lr: 1.000e-03, eta: 5:02:58, time: 0.287, data_time: 0.033, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0086, loss: 0.0086 2021-09-07 03:32:48,404 - mmaction - INFO - Epoch [53][200/2506] lr: 1.000e-03, eta: 5:02:32, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9975, top5_acc: 1.0000, loss_cls: 0.0109, loss: 0.0109 2021-09-07 03:33:14,384 - mmaction - INFO - Epoch [53][300/2506] lr: 1.000e-03, eta: 5:02:07, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0112, loss: 0.0112 2021-09-07 03:33:40,374 - mmaction - INFO - Epoch [53][400/2506] lr: 1.000e-03, eta: 5:01:41, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0086, loss: 0.0086 2021-09-07 03:34:06,330 - mmaction - INFO - Epoch [53][500/2506] lr: 1.000e-03, eta: 5:01:15, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0075, loss: 0.0075 2021-09-07 03:34:32,425 - mmaction - INFO - Epoch [53][600/2506] lr: 1.000e-03, eta: 5:00:49, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0083, loss: 0.0083 2021-09-07 03:34:58,336 - mmaction - INFO - Epoch [53][700/2506] lr: 1.000e-03, eta: 5:00:23, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0081, loss: 0.0081 2021-09-07 03:35:24,293 - mmaction - INFO - Epoch [53][800/2506] lr: 1.000e-03, eta: 4:59:57, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0068, loss: 0.0068 2021-09-07 03:35:50,301 - mmaction - INFO - Epoch [53][900/2506] lr: 1.000e-03, eta: 4:59:31, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0077, loss: 0.0077 2021-09-07 03:36:16,225 - mmaction - INFO - Epoch [53][1000/2506] lr: 1.000e-03, eta: 4:59:05, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0073, loss: 0.0073 2021-09-07 03:36:42,178 - mmaction - INFO - Epoch [53][1100/2506] lr: 1.000e-03, eta: 4:58:39, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0077, loss: 0.0077 2021-09-07 03:37:08,067 - mmaction - INFO - Epoch [53][1200/2506] lr: 1.000e-03, eta: 4:58:13, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0085, loss: 0.0085 2021-09-07 03:37:34,006 - mmaction - INFO - Epoch [53][1300/2506] lr: 1.000e-03, eta: 4:57:47, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0071, loss: 0.0071 2021-09-07 03:38:00,004 - mmaction - INFO - Epoch [53][1400/2506] lr: 1.000e-03, eta: 4:57:21, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0058, loss: 0.0058 2021-09-07 03:38:25,906 - mmaction - INFO - Epoch [53][1500/2506] lr: 1.000e-03, eta: 4:56:55, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0068, loss: 0.0068 2021-09-07 03:38:51,777 - mmaction - INFO - Epoch [53][1600/2506] lr: 1.000e-03, eta: 4:56:29, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 03:39:17,968 - mmaction - INFO - Epoch [53][1700/2506] lr: 1.000e-03, eta: 4:56:03, time: 0.262, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0079, loss: 0.0079 2021-09-07 03:39:43,982 - mmaction - INFO - Epoch [53][1800/2506] lr: 1.000e-03, eta: 4:55:38, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0067, loss: 0.0067 2021-09-07 03:40:09,792 - mmaction - INFO - Epoch [53][1900/2506] lr: 1.000e-03, eta: 4:55:12, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0072, loss: 0.0072 2021-09-07 03:40:35,570 - mmaction - INFO - Epoch [53][2000/2506] lr: 1.000e-03, eta: 4:54:46, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0064, loss: 0.0064 2021-09-07 03:41:01,615 - mmaction - INFO - Epoch [53][2100/2506] lr: 1.000e-03, eta: 4:54:20, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0065, loss: 0.0065 2021-09-07 03:41:27,414 - mmaction - INFO - Epoch [53][2200/2506] lr: 1.000e-03, eta: 4:53:54, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0074, loss: 0.0074 2021-09-07 03:41:53,308 - mmaction - INFO - Epoch [53][2300/2506] lr: 1.000e-03, eta: 4:53:28, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0076, loss: 0.0076 2021-09-07 03:42:19,187 - mmaction - INFO - Epoch [53][2400/2506] lr: 1.000e-03, eta: 4:53:02, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0076, loss: 0.0076 2021-09-07 03:42:45,119 - mmaction - INFO - Epoch [53][2500/2506] lr: 1.000e-03, eta: 4:52:36, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0078, loss: 0.0078 2021-09-07 03:43:15,142 - mmaction - INFO - Epoch [54][100/2506] lr: 1.000e-03, eta: 4:52:09, time: 0.283, data_time: 0.032, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0075, loss: 0.0075 2021-09-07 03:43:40,977 - mmaction - INFO - Epoch [54][200/2506] lr: 1.000e-03, eta: 4:51:43, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0069, loss: 0.0069 2021-09-07 03:44:06,875 - mmaction - INFO - Epoch [54][300/2506] lr: 1.000e-03, eta: 4:51:17, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0060, loss: 0.0060 2021-09-07 03:44:32,839 - mmaction - INFO - Epoch [54][400/2506] lr: 1.000e-03, eta: 4:50:51, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0074, loss: 0.0074 2021-09-07 03:44:58,625 - mmaction - INFO - Epoch [54][500/2506] lr: 1.000e-03, eta: 4:50:25, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 03:45:24,709 - mmaction - INFO - Epoch [54][600/2506] lr: 1.000e-03, eta: 4:49:59, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0067, loss: 0.0067 2021-09-07 03:45:50,508 - mmaction - INFO - Epoch [54][700/2506] lr: 1.000e-03, eta: 4:49:33, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0065, loss: 0.0065 2021-09-07 03:46:16,447 - mmaction - INFO - Epoch [54][800/2506] lr: 1.000e-03, eta: 4:49:07, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 03:46:42,336 - mmaction - INFO - Epoch [54][900/2506] lr: 1.000e-03, eta: 4:48:41, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0068, loss: 0.0068 2021-09-07 03:47:08,286 - mmaction - INFO - Epoch [54][1000/2506] lr: 1.000e-03, eta: 4:48:15, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0073, loss: 0.0073 2021-09-07 03:47:34,303 - mmaction - INFO - Epoch [54][1100/2506] lr: 1.000e-03, eta: 4:47:49, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0066, loss: 0.0066 2021-09-07 03:48:00,164 - mmaction - INFO - Epoch [54][1200/2506] lr: 1.000e-03, eta: 4:47:23, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 03:48:26,089 - mmaction - INFO - Epoch [54][1300/2506] lr: 1.000e-03, eta: 4:46:57, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0079, loss: 0.0079 2021-09-07 03:48:51,938 - mmaction - INFO - Epoch [54][1400/2506] lr: 1.000e-03, eta: 4:46:31, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0060, loss: 0.0060 2021-09-07 03:49:17,865 - mmaction - INFO - Epoch [54][1500/2506] lr: 1.000e-03, eta: 4:46:05, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0082, loss: 0.0082 2021-09-07 03:49:44,057 - mmaction - INFO - Epoch [54][1600/2506] lr: 1.000e-03, eta: 4:45:39, time: 0.262, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0063, loss: 0.0063 2021-09-07 03:50:10,138 - mmaction - INFO - Epoch [54][1700/2506] lr: 1.000e-03, eta: 4:45:13, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0054, loss: 0.0054 2021-09-07 03:50:36,176 - mmaction - INFO - Epoch [54][1800/2506] lr: 1.000e-03, eta: 4:44:47, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 03:51:02,172 - mmaction - INFO - Epoch [54][1900/2506] lr: 1.000e-03, eta: 4:44:22, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 03:51:28,145 - mmaction - INFO - Epoch [54][2000/2506] lr: 1.000e-03, eta: 4:43:56, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0057, loss: 0.0057 2021-09-07 03:51:54,103 - mmaction - INFO - Epoch [54][2100/2506] lr: 1.000e-03, eta: 4:43:30, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0063, loss: 0.0063 2021-09-07 03:52:20,060 - mmaction - INFO - Epoch [54][2200/2506] lr: 1.000e-03, eta: 4:43:04, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0096, loss: 0.0096 2021-09-07 03:52:46,095 - mmaction - INFO - Epoch [54][2300/2506] lr: 1.000e-03, eta: 4:42:38, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0092, loss: 0.0092 2021-09-07 03:53:12,164 - mmaction - INFO - Epoch [54][2400/2506] lr: 1.000e-03, eta: 4:42:12, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0067, loss: 0.0067 2021-09-07 03:53:38,181 - mmaction - INFO - Epoch [54][2500/2506] lr: 1.000e-03, eta: 4:41:46, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 03:54:08,237 - mmaction - INFO - Epoch [55][100/2506] lr: 1.000e-03, eta: 4:41:19, time: 0.282, data_time: 0.029, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0058, loss: 0.0058 2021-09-07 03:54:34,248 - mmaction - INFO - Epoch [55][200/2506] lr: 1.000e-03, eta: 4:40:53, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0055, loss: 0.0055 2021-09-07 03:55:00,383 - mmaction - INFO - Epoch [55][300/2506] lr: 1.000e-03, eta: 4:40:27, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0061, loss: 0.0061 2021-09-07 03:55:26,230 - mmaction - INFO - Epoch [55][400/2506] lr: 1.000e-03, eta: 4:40:01, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 03:55:52,114 - mmaction - INFO - Epoch [55][500/2506] lr: 1.000e-03, eta: 4:39:35, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0055, loss: 0.0055 2021-09-07 03:56:18,014 - mmaction - INFO - Epoch [55][600/2506] lr: 1.000e-03, eta: 4:39:09, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 03:56:43,938 - mmaction - INFO - Epoch [55][700/2506] lr: 1.000e-03, eta: 4:38:43, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 03:57:09,920 - mmaction - INFO - Epoch [55][800/2506] lr: 1.000e-03, eta: 4:38:17, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 03:57:35,839 - mmaction - INFO - Epoch [55][900/2506] lr: 1.000e-03, eta: 4:37:51, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0064, loss: 0.0064 2021-09-07 03:58:01,717 - mmaction - INFO - Epoch [55][1000/2506] lr: 1.000e-03, eta: 4:37:25, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0065, loss: 0.0065 2021-09-07 03:58:27,673 - mmaction - INFO - Epoch [55][1100/2506] lr: 1.000e-03, eta: 4:36:59, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 03:58:53,504 - mmaction - INFO - Epoch [55][1200/2506] lr: 1.000e-03, eta: 4:36:33, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 03:59:19,556 - mmaction - INFO - Epoch [55][1300/2506] lr: 1.000e-03, eta: 4:36:07, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 03:59:45,416 - mmaction - INFO - Epoch [55][1400/2506] lr: 1.000e-03, eta: 4:35:42, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0064, loss: 0.0064 2021-09-07 04:00:11,347 - mmaction - INFO - Epoch [55][1500/2506] lr: 1.000e-03, eta: 4:35:16, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0064, loss: 0.0064 2021-09-07 04:00:37,316 - mmaction - INFO - Epoch [55][1600/2506] lr: 1.000e-03, eta: 4:34:50, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0065, loss: 0.0065 2021-09-07 04:01:03,356 - mmaction - INFO - Epoch [55][1700/2506] lr: 1.000e-03, eta: 4:34:24, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0057, loss: 0.0057 2021-09-07 04:01:29,426 - mmaction - INFO - Epoch [55][1800/2506] lr: 1.000e-03, eta: 4:33:58, time: 0.261, data_time: 0.013, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0067, loss: 0.0067 2021-09-07 04:01:55,318 - mmaction - INFO - Epoch [55][1900/2506] lr: 1.000e-03, eta: 4:33:32, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 04:02:21,365 - mmaction - INFO - Epoch [55][2000/2506] lr: 1.000e-03, eta: 4:33:06, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 04:02:47,297 - mmaction - INFO - Epoch [55][2100/2506] lr: 1.000e-03, eta: 4:32:40, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0079, loss: 0.0079 2021-09-07 04:03:13,146 - mmaction - INFO - Epoch [55][2200/2506] lr: 1.000e-03, eta: 4:32:14, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 04:03:39,083 - mmaction - INFO - Epoch [55][2300/2506] lr: 1.000e-03, eta: 4:31:48, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:04:05,181 - mmaction - INFO - Epoch [55][2400/2506] lr: 1.000e-03, eta: 4:31:22, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:04:31,119 - mmaction - INFO - Epoch [55][2500/2506] lr: 1.000e-03, eta: 4:30:56, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0063, loss: 0.0063 2021-09-07 04:04:32,753 - mmaction - INFO - Saving checkpoint at 55 epochs 2021-09-07 04:06:11,248 - mmaction - INFO - Epoch(val) [55][1031] top1_acc: 0.8644, top5_acc: 0.9853, loss_cls: 0.5212, loss: 0.5212 2021-09-07 04:06:39,621 - mmaction - INFO - Epoch [56][100/2506] lr: 1.000e-03, eta: 4:30:29, time: 0.282, data_time: 0.033, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 04:07:05,495 - mmaction - INFO - Epoch [56][200/2506] lr: 1.000e-03, eta: 4:30:03, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0063, loss: 0.0063 2021-09-07 04:07:31,459 - mmaction - INFO - Epoch [56][300/2506] lr: 1.000e-03, eta: 4:29:37, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 04:07:57,331 - mmaction - INFO - Epoch [56][400/2506] lr: 1.000e-03, eta: 4:29:11, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0055, loss: 0.0055 2021-09-07 04:08:23,291 - mmaction - INFO - Epoch [56][500/2506] lr: 1.000e-03, eta: 4:28:45, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0071, loss: 0.0071 2021-09-07 04:08:49,287 - mmaction - INFO - Epoch [56][600/2506] lr: 1.000e-03, eta: 4:28:19, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 04:09:15,196 - mmaction - INFO - Epoch [56][700/2506] lr: 1.000e-03, eta: 4:27:53, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 04:09:41,192 - mmaction - INFO - Epoch [56][800/2506] lr: 1.000e-03, eta: 4:27:27, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:10:07,044 - mmaction - INFO - Epoch [56][900/2506] lr: 1.000e-03, eta: 4:27:01, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 04:10:32,882 - mmaction - INFO - Epoch [56][1000/2506] lr: 1.000e-03, eta: 4:26:35, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0054, loss: 0.0054 2021-09-07 04:10:58,718 - mmaction - INFO - Epoch [56][1100/2506] lr: 1.000e-03, eta: 4:26:09, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 04:11:24,607 - mmaction - INFO - Epoch [56][1200/2506] lr: 1.000e-03, eta: 4:25:43, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0070, loss: 0.0070 2021-09-07 04:11:50,577 - mmaction - INFO - Epoch [56][1300/2506] lr: 1.000e-03, eta: 4:25:18, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0083, loss: 0.0083 2021-09-07 04:12:16,001 - mmaction - INFO - Epoch [56][1400/2506] lr: 1.000e-03, eta: 4:24:51, time: 0.254, data_time: 0.003, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0055, loss: 0.0055 2021-09-07 04:12:41,595 - mmaction - INFO - Epoch [56][1500/2506] lr: 1.000e-03, eta: 4:24:25, time: 0.256, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 04:13:06,786 - mmaction - INFO - Epoch [56][1600/2506] lr: 1.000e-03, eta: 4:23:59, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:13:31,961 - mmaction - INFO - Epoch [56][1700/2506] lr: 1.000e-03, eta: 4:23:33, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 04:13:57,249 - mmaction - INFO - Epoch [56][1800/2506] lr: 1.000e-03, eta: 4:23:06, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0063, loss: 0.0063 2021-09-07 04:14:22,495 - mmaction - INFO - Epoch [56][1900/2506] lr: 1.000e-03, eta: 4:22:40, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 04:14:47,887 - mmaction - INFO - Epoch [56][2000/2506] lr: 1.000e-03, eta: 4:22:14, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 04:15:13,170 - mmaction - INFO - Epoch [56][2100/2506] lr: 1.000e-03, eta: 4:21:48, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0055, loss: 0.0055 2021-09-07 04:15:38,391 - mmaction - INFO - Epoch [56][2200/2506] lr: 1.000e-03, eta: 4:21:22, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 04:16:03,633 - mmaction - INFO - Epoch [56][2300/2506] lr: 1.000e-03, eta: 4:20:55, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 04:16:28,876 - mmaction - INFO - Epoch [56][2400/2506] lr: 1.000e-03, eta: 4:20:29, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:16:54,125 - mmaction - INFO - Epoch [56][2500/2506] lr: 1.000e-03, eta: 4:20:03, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:17:23,071 - mmaction - INFO - Epoch [57][100/2506] lr: 1.000e-03, eta: 4:19:35, time: 0.273, data_time: 0.023, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 04:17:48,327 - mmaction - INFO - Epoch [57][200/2506] lr: 1.000e-03, eta: 4:19:09, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:18:14,055 - mmaction - INFO - Epoch [57][300/2506] lr: 1.000e-03, eta: 4:18:43, time: 0.257, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0063, loss: 0.0063 2021-09-07 04:18:39,886 - mmaction - INFO - Epoch [57][400/2506] lr: 1.000e-03, eta: 4:18:17, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 04:19:05,110 - mmaction - INFO - Epoch [57][500/2506] lr: 1.000e-03, eta: 4:17:51, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 04:19:30,266 - mmaction - INFO - Epoch [57][600/2506] lr: 1.000e-03, eta: 4:17:24, time: 0.251, data_time: 0.002, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0058, loss: 0.0058 2021-09-07 04:19:55,757 - mmaction - INFO - Epoch [57][700/2506] lr: 1.000e-03, eta: 4:16:58, time: 0.255, data_time: 0.004, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 04:20:21,786 - mmaction - INFO - Epoch [57][800/2506] lr: 1.000e-03, eta: 4:16:32, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:20:47,812 - mmaction - INFO - Epoch [57][900/2506] lr: 1.000e-03, eta: 4:16:07, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:21:13,878 - mmaction - INFO - Epoch [57][1000/2506] lr: 1.000e-03, eta: 4:15:41, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0067, loss: 0.0067 2021-09-07 04:21:39,861 - mmaction - INFO - Epoch [57][1100/2506] lr: 1.000e-03, eta: 4:15:15, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:22:05,977 - mmaction - INFO - Epoch [57][1200/2506] lr: 1.000e-03, eta: 4:14:49, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0063, loss: 0.0063 2021-09-07 04:22:32,072 - mmaction - INFO - Epoch [57][1300/2506] lr: 1.000e-03, eta: 4:14:23, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 04:22:57,917 - mmaction - INFO - Epoch [57][1400/2506] lr: 1.000e-03, eta: 4:13:57, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:23:23,847 - mmaction - INFO - Epoch [57][1500/2506] lr: 1.000e-03, eta: 4:13:31, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 04:23:49,736 - mmaction - INFO - Epoch [57][1600/2506] lr: 1.000e-03, eta: 4:13:05, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0057, loss: 0.0057 2021-09-07 04:24:15,675 - mmaction - INFO - Epoch [57][1700/2506] lr: 1.000e-03, eta: 4:12:39, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0058, loss: 0.0058 2021-09-07 04:24:41,792 - mmaction - INFO - Epoch [57][1800/2506] lr: 1.000e-03, eta: 4:12:13, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 04:25:07,831 - mmaction - INFO - Epoch [57][1900/2506] lr: 1.000e-03, eta: 4:11:47, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0058, loss: 0.0058 2021-09-07 04:25:33,889 - mmaction - INFO - Epoch [57][2000/2506] lr: 1.000e-03, eta: 4:11:22, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0064, loss: 0.0064 2021-09-07 04:25:59,921 - mmaction - INFO - Epoch [57][2100/2506] lr: 1.000e-03, eta: 4:10:56, time: 0.260, data_time: 0.013, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0061, loss: 0.0061 2021-09-07 04:26:25,992 - mmaction - INFO - Epoch [57][2200/2506] lr: 1.000e-03, eta: 4:10:30, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:26:52,025 - mmaction - INFO - Epoch [57][2300/2506] lr: 1.000e-03, eta: 4:10:04, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 04:27:18,061 - mmaction - INFO - Epoch [57][2400/2506] lr: 1.000e-03, eta: 4:09:38, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0054, loss: 0.0054 2021-09-07 04:27:44,009 - mmaction - INFO - Epoch [57][2500/2506] lr: 1.000e-03, eta: 4:09:12, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:28:14,293 - mmaction - INFO - Epoch [58][100/2506] lr: 1.000e-03, eta: 4:08:45, time: 0.284, data_time: 0.034, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 04:28:40,369 - mmaction - INFO - Epoch [58][200/2506] lr: 1.000e-03, eta: 4:08:19, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:29:06,461 - mmaction - INFO - Epoch [58][300/2506] lr: 1.000e-03, eta: 4:07:53, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0064, loss: 0.0064 2021-09-07 04:29:32,572 - mmaction - INFO - Epoch [58][400/2506] lr: 1.000e-03, eta: 4:07:27, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:29:58,550 - mmaction - INFO - Epoch [58][500/2506] lr: 1.000e-03, eta: 4:07:01, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 04:30:24,577 - mmaction - INFO - Epoch [58][600/2506] lr: 1.000e-03, eta: 4:06:35, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0055, loss: 0.0055 2021-09-07 04:30:50,549 - mmaction - INFO - Epoch [58][700/2506] lr: 1.000e-03, eta: 4:06:09, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 04:31:16,475 - mmaction - INFO - Epoch [58][800/2506] lr: 1.000e-03, eta: 4:05:44, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 04:31:42,612 - mmaction - INFO - Epoch [58][900/2506] lr: 1.000e-03, eta: 4:05:18, time: 0.261, data_time: 0.012, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0070, loss: 0.0070 2021-09-07 04:32:08,507 - mmaction - INFO - Epoch [58][1000/2506] lr: 1.000e-03, eta: 4:04:52, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0055, loss: 0.0055 2021-09-07 04:32:34,649 - mmaction - INFO - Epoch [58][1100/2506] lr: 1.000e-03, eta: 4:04:26, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 04:33:00,510 - mmaction - INFO - Epoch [58][1200/2506] lr: 1.000e-03, eta: 4:04:00, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 04:33:26,352 - mmaction - INFO - Epoch [58][1300/2506] lr: 1.000e-03, eta: 4:03:34, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:33:52,277 - mmaction - INFO - Epoch [58][1400/2506] lr: 1.000e-03, eta: 4:03:08, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 04:34:18,181 - mmaction - INFO - Epoch [58][1500/2506] lr: 1.000e-03, eta: 4:02:42, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:34:44,205 - mmaction - INFO - Epoch [58][1600/2506] lr: 1.000e-03, eta: 4:02:16, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 04:35:10,246 - mmaction - INFO - Epoch [58][1700/2506] lr: 1.000e-03, eta: 4:01:50, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 04:35:36,164 - mmaction - INFO - Epoch [58][1800/2506] lr: 1.000e-03, eta: 4:01:24, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 04:36:02,050 - mmaction - INFO - Epoch [58][1900/2506] lr: 1.000e-03, eta: 4:00:58, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 04:36:28,062 - mmaction - INFO - Epoch [58][2000/2506] lr: 1.000e-03, eta: 4:00:32, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 04:36:53,891 - mmaction - INFO - Epoch [58][2100/2506] lr: 1.000e-03, eta: 4:00:06, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0066, loss: 0.0066 2021-09-07 04:37:19,718 - mmaction - INFO - Epoch [58][2200/2506] lr: 1.000e-03, eta: 3:59:40, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:37:45,547 - mmaction - INFO - Epoch [58][2300/2506] lr: 1.000e-03, eta: 3:59:14, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:38:11,412 - mmaction - INFO - Epoch [58][2400/2506] lr: 1.000e-03, eta: 3:58:48, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 04:38:37,354 - mmaction - INFO - Epoch [58][2500/2506] lr: 1.000e-03, eta: 3:58:22, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0060, loss: 0.0060 2021-09-07 04:39:07,471 - mmaction - INFO - Epoch [59][100/2506] lr: 1.000e-03, eta: 3:57:55, time: 0.283, data_time: 0.033, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 04:39:33,311 - mmaction - INFO - Epoch [59][200/2506] lr: 1.000e-03, eta: 3:57:29, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 04:39:59,335 - mmaction - INFO - Epoch [59][300/2506] lr: 1.000e-03, eta: 3:57:03, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:40:25,600 - mmaction - INFO - Epoch [59][400/2506] lr: 1.000e-03, eta: 3:56:38, time: 0.263, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 04:40:51,545 - mmaction - INFO - Epoch [59][500/2506] lr: 1.000e-03, eta: 3:56:12, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:41:17,558 - mmaction - INFO - Epoch [59][600/2506] lr: 1.000e-03, eta: 3:55:46, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 04:41:43,664 - mmaction - INFO - Epoch [59][700/2506] lr: 1.000e-03, eta: 3:55:20, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 04:42:09,670 - mmaction - INFO - Epoch [59][800/2506] lr: 1.000e-03, eta: 3:54:54, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 04:42:35,531 - mmaction - INFO - Epoch [59][900/2506] lr: 1.000e-03, eta: 3:54:28, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:43:01,557 - mmaction - INFO - Epoch [59][1000/2506] lr: 1.000e-03, eta: 3:54:02, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 04:43:27,552 - mmaction - INFO - Epoch [59][1100/2506] lr: 1.000e-03, eta: 3:53:36, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:43:53,536 - mmaction - INFO - Epoch [59][1200/2506] lr: 1.000e-03, eta: 3:53:10, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 04:44:19,564 - mmaction - INFO - Epoch [59][1300/2506] lr: 1.000e-03, eta: 3:52:44, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 04:44:45,316 - mmaction - INFO - Epoch [59][1400/2506] lr: 1.000e-03, eta: 3:52:18, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 04:45:11,250 - mmaction - INFO - Epoch [59][1500/2506] lr: 1.000e-03, eta: 3:51:52, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 04:45:37,001 - mmaction - INFO - Epoch [59][1600/2506] lr: 1.000e-03, eta: 3:51:26, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 04:46:02,967 - mmaction - INFO - Epoch [59][1700/2506] lr: 1.000e-03, eta: 3:51:00, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 04:46:28,859 - mmaction - INFO - Epoch [59][1800/2506] lr: 1.000e-03, eta: 3:50:34, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 04:46:54,820 - mmaction - INFO - Epoch [59][1900/2506] lr: 1.000e-03, eta: 3:50:09, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0061, loss: 0.0061 2021-09-07 04:47:20,888 - mmaction - INFO - Epoch [59][2000/2506] lr: 1.000e-03, eta: 3:49:43, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:47:46,756 - mmaction - INFO - Epoch [59][2100/2506] lr: 1.000e-03, eta: 3:49:17, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 04:48:12,704 - mmaction - INFO - Epoch [59][2200/2506] lr: 1.000e-03, eta: 3:48:51, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0062, loss: 0.0062 2021-09-07 04:48:38,673 - mmaction - INFO - Epoch [59][2300/2506] lr: 1.000e-03, eta: 3:48:25, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 04:49:04,631 - mmaction - INFO - Epoch [59][2400/2506] lr: 1.000e-03, eta: 3:47:59, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 04:49:30,542 - mmaction - INFO - Epoch [59][2500/2506] lr: 1.000e-03, eta: 3:47:33, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 04:50:00,688 - mmaction - INFO - Epoch [60][100/2506] lr: 1.000e-03, eta: 3:47:06, time: 0.283, data_time: 0.033, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 04:50:26,876 - mmaction - INFO - Epoch [60][200/2506] lr: 1.000e-03, eta: 3:46:40, time: 0.262, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 04:50:52,818 - mmaction - INFO - Epoch [60][300/2506] lr: 1.000e-03, eta: 3:46:14, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 04:51:18,784 - mmaction - INFO - Epoch [60][400/2506] lr: 1.000e-03, eta: 3:45:48, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 04:51:44,766 - mmaction - INFO - Epoch [60][500/2506] lr: 1.000e-03, eta: 3:45:22, time: 0.260, data_time: 0.013, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 04:52:10,659 - mmaction - INFO - Epoch [60][600/2506] lr: 1.000e-03, eta: 3:44:56, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 04:52:36,548 - mmaction - INFO - Epoch [60][700/2506] lr: 1.000e-03, eta: 3:44:30, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 04:53:02,541 - mmaction - INFO - Epoch [60][800/2506] lr: 1.000e-03, eta: 3:44:04, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 04:53:28,648 - mmaction - INFO - Epoch [60][900/2506] lr: 1.000e-03, eta: 3:43:38, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 04:53:54,629 - mmaction - INFO - Epoch [60][1000/2506] lr: 1.000e-03, eta: 3:43:12, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 04:54:20,649 - mmaction - INFO - Epoch [60][1100/2506] lr: 1.000e-03, eta: 3:42:46, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:54:46,495 - mmaction - INFO - Epoch [60][1200/2506] lr: 1.000e-03, eta: 3:42:20, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 04:55:12,641 - mmaction - INFO - Epoch [60][1300/2506] lr: 1.000e-03, eta: 3:41:55, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 04:55:38,632 - mmaction - INFO - Epoch [60][1400/2506] lr: 1.000e-03, eta: 3:41:29, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 04:56:04,494 - mmaction - INFO - Epoch [60][1500/2506] lr: 1.000e-03, eta: 3:41:03, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 04:56:30,382 - mmaction - INFO - Epoch [60][1600/2506] lr: 1.000e-03, eta: 3:40:37, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 04:56:56,376 - mmaction - INFO - Epoch [60][1700/2506] lr: 1.000e-03, eta: 3:40:11, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 04:57:22,437 - mmaction - INFO - Epoch [60][1800/2506] lr: 1.000e-03, eta: 3:39:45, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:57:48,244 - mmaction - INFO - Epoch [60][1900/2506] lr: 1.000e-03, eta: 3:39:19, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 04:58:14,234 - mmaction - INFO - Epoch [60][2000/2506] lr: 1.000e-03, eta: 3:38:53, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 04:58:40,197 - mmaction - INFO - Epoch [60][2100/2506] lr: 1.000e-03, eta: 3:38:27, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 04:59:06,302 - mmaction - INFO - Epoch [60][2200/2506] lr: 1.000e-03, eta: 3:38:01, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 04:59:32,425 - mmaction - INFO - Epoch [60][2300/2506] lr: 1.000e-03, eta: 3:37:35, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 04:59:58,383 - mmaction - INFO - Epoch [60][2400/2506] lr: 1.000e-03, eta: 3:37:09, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0056, loss: 0.0056 2021-09-07 05:00:24,285 - mmaction - INFO - Epoch [60][2500/2506] lr: 1.000e-03, eta: 3:36:43, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 05:00:25,899 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-09-07 05:02:06,325 - mmaction - INFO - Epoch(val) [60][1031] top1_acc: 0.8657, top5_acc: 0.9847, loss_cls: 0.5356, loss: 0.5356 2021-09-07 05:02:34,689 - mmaction - INFO - Epoch [61][100/2506] lr: 1.000e-03, eta: 3:36:16, time: 0.282, data_time: 0.029, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0066, loss: 0.0066 2021-09-07 05:03:00,645 - mmaction - INFO - Epoch [61][200/2506] lr: 1.000e-03, eta: 3:35:50, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:03:26,638 - mmaction - INFO - Epoch [61][300/2506] lr: 1.000e-03, eta: 3:35:24, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 05:03:52,575 - mmaction - INFO - Epoch [61][400/2506] lr: 1.000e-03, eta: 3:34:58, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 05:04:18,323 - mmaction - INFO - Epoch [61][500/2506] lr: 1.000e-03, eta: 3:34:32, time: 0.257, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 05:04:44,223 - mmaction - INFO - Epoch [61][600/2506] lr: 1.000e-03, eta: 3:34:06, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:05:10,156 - mmaction - INFO - Epoch [61][700/2506] lr: 1.000e-03, eta: 3:33:40, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 05:05:36,043 - mmaction - INFO - Epoch [61][800/2506] lr: 1.000e-03, eta: 3:33:14, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 05:06:02,042 - mmaction - INFO - Epoch [61][900/2506] lr: 1.000e-03, eta: 3:32:49, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 05:06:27,881 - mmaction - INFO - Epoch [61][1000/2506] lr: 1.000e-03, eta: 3:32:23, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:06:53,955 - mmaction - INFO - Epoch [61][1100/2506] lr: 1.000e-03, eta: 3:31:57, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 05:07:19,713 - mmaction - INFO - Epoch [61][1200/2506] lr: 1.000e-03, eta: 3:31:31, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:07:45,612 - mmaction - INFO - Epoch [61][1300/2506] lr: 1.000e-03, eta: 3:31:05, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 05:08:11,534 - mmaction - INFO - Epoch [61][1400/2506] lr: 1.000e-03, eta: 3:30:39, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:08:37,610 - mmaction - INFO - Epoch [61][1500/2506] lr: 1.000e-03, eta: 3:30:13, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 05:09:03,445 - mmaction - INFO - Epoch [61][1600/2506] lr: 1.000e-03, eta: 3:29:47, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 05:09:29,267 - mmaction - INFO - Epoch [61][1700/2506] lr: 1.000e-03, eta: 3:29:21, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:09:55,196 - mmaction - INFO - Epoch [61][1800/2506] lr: 1.000e-03, eta: 3:28:55, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 05:10:21,094 - mmaction - INFO - Epoch [61][1900/2506] lr: 1.000e-03, eta: 3:28:29, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 05:10:47,005 - mmaction - INFO - Epoch [61][2000/2506] lr: 1.000e-03, eta: 3:28:03, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:11:12,830 - mmaction - INFO - Epoch [61][2100/2506] lr: 1.000e-03, eta: 3:27:37, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 05:11:38,697 - mmaction - INFO - Epoch [61][2200/2506] lr: 1.000e-03, eta: 3:27:11, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 05:12:04,641 - mmaction - INFO - Epoch [61][2300/2506] lr: 1.000e-03, eta: 3:26:45, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 05:12:30,777 - mmaction - INFO - Epoch [61][2400/2506] lr: 1.000e-03, eta: 3:26:19, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 05:12:56,852 - mmaction - INFO - Epoch [61][2500/2506] lr: 1.000e-03, eta: 3:25:53, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:13:27,139 - mmaction - INFO - Epoch [62][100/2506] lr: 1.000e-03, eta: 3:25:26, time: 0.284, data_time: 0.032, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:13:53,065 - mmaction - INFO - Epoch [62][200/2506] lr: 1.000e-03, eta: 3:25:00, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:14:18,883 - mmaction - INFO - Epoch [62][300/2506] lr: 1.000e-03, eta: 3:24:34, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 05:14:44,914 - mmaction - INFO - Epoch [62][400/2506] lr: 1.000e-03, eta: 3:24:08, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 05:15:10,948 - mmaction - INFO - Epoch [62][500/2506] lr: 1.000e-03, eta: 3:23:42, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 05:15:36,742 - mmaction - INFO - Epoch [62][600/2506] lr: 1.000e-03, eta: 3:23:16, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 05:16:02,821 - mmaction - INFO - Epoch [62][700/2506] lr: 1.000e-03, eta: 3:22:50, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:16:28,876 - mmaction - INFO - Epoch [62][800/2506] lr: 1.000e-03, eta: 3:22:25, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:16:54,811 - mmaction - INFO - Epoch [62][900/2506] lr: 1.000e-03, eta: 3:21:59, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0059, loss: 0.0059 2021-09-07 05:17:20,722 - mmaction - INFO - Epoch [62][1000/2506] lr: 1.000e-03, eta: 3:21:33, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:17:46,883 - mmaction - INFO - Epoch [62][1100/2506] lr: 1.000e-03, eta: 3:21:07, time: 0.262, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:18:12,805 - mmaction - INFO - Epoch [62][1200/2506] lr: 1.000e-03, eta: 3:20:41, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 05:18:38,807 - mmaction - INFO - Epoch [62][1300/2506] lr: 1.000e-03, eta: 3:20:15, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:19:04,669 - mmaction - INFO - Epoch [62][1400/2506] lr: 1.000e-03, eta: 3:19:49, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 05:19:30,576 - mmaction - INFO - Epoch [62][1500/2506] lr: 1.000e-03, eta: 3:19:23, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:19:56,555 - mmaction - INFO - Epoch [62][1600/2506] lr: 1.000e-03, eta: 3:18:57, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:20:22,470 - mmaction - INFO - Epoch [62][1700/2506] lr: 1.000e-03, eta: 3:18:31, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:20:48,435 - mmaction - INFO - Epoch [62][1800/2506] lr: 1.000e-03, eta: 3:18:05, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 05:21:14,279 - mmaction - INFO - Epoch [62][1900/2506] lr: 1.000e-03, eta: 3:17:39, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:21:40,128 - mmaction - INFO - Epoch [62][2000/2506] lr: 1.000e-03, eta: 3:17:13, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 05:22:06,094 - mmaction - INFO - Epoch [62][2100/2506] lr: 1.000e-03, eta: 3:16:47, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:22:31,843 - mmaction - INFO - Epoch [62][2200/2506] lr: 1.000e-03, eta: 3:16:21, time: 0.257, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:22:57,479 - mmaction - INFO - Epoch [62][2300/2506] lr: 1.000e-03, eta: 3:15:55, time: 0.256, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 05:23:22,773 - mmaction - INFO - Epoch [62][2400/2506] lr: 1.000e-03, eta: 3:15:29, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 05:23:48,040 - mmaction - INFO - Epoch [62][2500/2506] lr: 1.000e-03, eta: 3:15:03, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:24:16,961 - mmaction - INFO - Epoch [63][100/2506] lr: 1.000e-03, eta: 3:14:35, time: 0.274, data_time: 0.022, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 05:24:42,186 - mmaction - INFO - Epoch [63][200/2506] lr: 1.000e-03, eta: 3:14:09, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:25:07,579 - mmaction - INFO - Epoch [63][300/2506] lr: 1.000e-03, eta: 3:13:43, time: 0.254, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:25:32,795 - mmaction - INFO - Epoch [63][400/2506] lr: 1.000e-03, eta: 3:13:17, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 05:25:58,014 - mmaction - INFO - Epoch [63][500/2506] lr: 1.000e-03, eta: 3:12:51, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 05:26:23,219 - mmaction - INFO - Epoch [63][600/2506] lr: 1.000e-03, eta: 3:12:25, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 05:26:48,461 - mmaction - INFO - Epoch [63][700/2506] lr: 1.000e-03, eta: 3:11:59, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:27:13,691 - mmaction - INFO - Epoch [63][800/2506] lr: 1.000e-03, eta: 3:11:32, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 05:27:38,887 - mmaction - INFO - Epoch [63][900/2506] lr: 1.000e-03, eta: 3:11:06, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 05:28:04,090 - mmaction - INFO - Epoch [63][1000/2506] lr: 1.000e-03, eta: 3:10:40, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:28:29,564 - mmaction - INFO - Epoch [63][1100/2506] lr: 1.000e-03, eta: 3:10:14, time: 0.255, data_time: 0.005, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 05:28:55,353 - mmaction - INFO - Epoch [63][1200/2506] lr: 1.000e-03, eta: 3:09:48, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 05:29:20,684 - mmaction - INFO - Epoch [63][1300/2506] lr: 1.000e-03, eta: 3:09:22, time: 0.253, data_time: 0.003, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 05:29:45,821 - mmaction - INFO - Epoch [63][1400/2506] lr: 1.000e-03, eta: 3:08:56, time: 0.251, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 05:30:11,037 - mmaction - INFO - Epoch [63][1500/2506] lr: 1.000e-03, eta: 3:08:30, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0053, loss: 0.0053 2021-09-07 05:30:36,961 - mmaction - INFO - Epoch [63][1600/2506] lr: 1.000e-03, eta: 3:08:04, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 05:31:03,032 - mmaction - INFO - Epoch [63][1700/2506] lr: 1.000e-03, eta: 3:07:38, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 05:31:29,041 - mmaction - INFO - Epoch [63][1800/2506] lr: 1.000e-03, eta: 3:07:12, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:31:55,027 - mmaction - INFO - Epoch [63][1900/2506] lr: 1.000e-03, eta: 3:06:46, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 05:32:20,916 - mmaction - INFO - Epoch [63][2000/2506] lr: 1.000e-03, eta: 3:06:20, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:32:47,011 - mmaction - INFO - Epoch [63][2100/2506] lr: 1.000e-03, eta: 3:05:54, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 05:33:13,128 - mmaction - INFO - Epoch [63][2200/2506] lr: 1.000e-03, eta: 3:05:28, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 05:33:39,160 - mmaction - INFO - Epoch [63][2300/2506] lr: 1.000e-03, eta: 3:05:02, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:34:05,275 - mmaction - INFO - Epoch [63][2400/2506] lr: 1.000e-03, eta: 3:04:36, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 05:34:31,292 - mmaction - INFO - Epoch [63][2500/2506] lr: 1.000e-03, eta: 3:04:11, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:35:01,799 - mmaction - INFO - Epoch [64][100/2506] lr: 1.000e-03, eta: 3:03:43, time: 0.286, data_time: 0.035, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 05:35:27,837 - mmaction - INFO - Epoch [64][200/2506] lr: 1.000e-03, eta: 3:03:17, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 05:35:53,955 - mmaction - INFO - Epoch [64][300/2506] lr: 1.000e-03, eta: 3:02:52, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 05:36:19,836 - mmaction - INFO - Epoch [64][400/2506] lr: 1.000e-03, eta: 3:02:26, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 05:36:45,687 - mmaction - INFO - Epoch [64][500/2506] lr: 1.000e-03, eta: 3:02:00, time: 0.258, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:37:11,623 - mmaction - INFO - Epoch [64][600/2506] lr: 1.000e-03, eta: 3:01:34, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 05:37:37,705 - mmaction - INFO - Epoch [64][700/2506] lr: 1.000e-03, eta: 3:01:08, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:38:03,609 - mmaction - INFO - Epoch [64][800/2506] lr: 1.000e-03, eta: 3:00:42, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 05:38:29,387 - mmaction - INFO - Epoch [64][900/2506] lr: 1.000e-03, eta: 3:00:16, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:38:55,353 - mmaction - INFO - Epoch [64][1000/2506] lr: 1.000e-03, eta: 2:59:50, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 05:39:21,241 - mmaction - INFO - Epoch [64][1100/2506] lr: 1.000e-03, eta: 2:59:24, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 05:39:47,187 - mmaction - INFO - Epoch [64][1200/2506] lr: 1.000e-03, eta: 2:58:58, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 05:40:13,235 - mmaction - INFO - Epoch [64][1300/2506] lr: 1.000e-03, eta: 2:58:32, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 05:40:39,161 - mmaction - INFO - Epoch [64][1400/2506] lr: 1.000e-03, eta: 2:58:06, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:41:05,231 - mmaction - INFO - Epoch [64][1500/2506] lr: 1.000e-03, eta: 2:57:40, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:41:31,216 - mmaction - INFO - Epoch [64][1600/2506] lr: 1.000e-03, eta: 2:57:14, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 05:41:57,200 - mmaction - INFO - Epoch [64][1700/2506] lr: 1.000e-03, eta: 2:56:48, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 05:42:23,161 - mmaction - INFO - Epoch [64][1800/2506] lr: 1.000e-03, eta: 2:56:23, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 05:42:49,083 - mmaction - INFO - Epoch [64][1900/2506] lr: 1.000e-03, eta: 2:55:57, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 05:43:15,050 - mmaction - INFO - Epoch [64][2000/2506] lr: 1.000e-03, eta: 2:55:31, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 05:43:41,181 - mmaction - INFO - Epoch [64][2100/2506] lr: 1.000e-03, eta: 2:55:05, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 05:44:07,188 - mmaction - INFO - Epoch [64][2200/2506] lr: 1.000e-03, eta: 2:54:39, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 05:44:33,057 - mmaction - INFO - Epoch [64][2300/2506] lr: 1.000e-03, eta: 2:54:13, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 05:44:59,051 - mmaction - INFO - Epoch [64][2400/2506] lr: 1.000e-03, eta: 2:53:47, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 05:45:24,999 - mmaction - INFO - Epoch [64][2500/2506] lr: 1.000e-03, eta: 2:53:21, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 05:45:55,184 - mmaction - INFO - Epoch [65][100/2506] lr: 1.000e-03, eta: 2:52:54, time: 0.284, data_time: 0.034, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 05:46:21,201 - mmaction - INFO - Epoch [65][200/2506] lr: 1.000e-03, eta: 2:52:28, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:46:47,168 - mmaction - INFO - Epoch [65][300/2506] lr: 1.000e-03, eta: 2:52:02, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:47:13,049 - mmaction - INFO - Epoch [65][400/2506] lr: 1.000e-03, eta: 2:51:36, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:47:39,066 - mmaction - INFO - Epoch [65][500/2506] lr: 1.000e-03, eta: 2:51:10, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 05:48:05,163 - mmaction - INFO - Epoch [65][600/2506] lr: 1.000e-03, eta: 2:50:44, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:48:31,172 - mmaction - INFO - Epoch [65][700/2506] lr: 1.000e-03, eta: 2:50:18, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 05:48:57,109 - mmaction - INFO - Epoch [65][800/2506] lr: 1.000e-03, eta: 2:49:52, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 05:49:23,215 - mmaction - INFO - Epoch [65][900/2506] lr: 1.000e-03, eta: 2:49:26, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:49:49,051 - mmaction - INFO - Epoch [65][1000/2506] lr: 1.000e-03, eta: 2:49:00, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 05:50:14,922 - mmaction - INFO - Epoch [65][1100/2506] lr: 1.000e-03, eta: 2:48:34, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 05:50:40,829 - mmaction - INFO - Epoch [65][1200/2506] lr: 1.000e-03, eta: 2:48:09, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 05:51:06,738 - mmaction - INFO - Epoch [65][1300/2506] lr: 1.000e-03, eta: 2:47:43, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:51:32,803 - mmaction - INFO - Epoch [65][1400/2506] lr: 1.000e-03, eta: 2:47:17, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:51:58,530 - mmaction - INFO - Epoch [65][1500/2506] lr: 1.000e-03, eta: 2:46:51, time: 0.257, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 05:52:24,365 - mmaction - INFO - Epoch [65][1600/2506] lr: 1.000e-03, eta: 2:46:25, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 05:52:50,237 - mmaction - INFO - Epoch [65][1700/2506] lr: 1.000e-03, eta: 2:45:59, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:53:16,242 - mmaction - INFO - Epoch [65][1800/2506] lr: 1.000e-03, eta: 2:45:33, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 05:53:42,226 - mmaction - INFO - Epoch [65][1900/2506] lr: 1.000e-03, eta: 2:45:07, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:54:08,155 - mmaction - INFO - Epoch [65][2000/2506] lr: 1.000e-03, eta: 2:44:41, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 05:54:33,887 - mmaction - INFO - Epoch [65][2100/2506] lr: 1.000e-03, eta: 2:44:15, time: 0.257, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 05:54:59,897 - mmaction - INFO - Epoch [65][2200/2506] lr: 1.000e-03, eta: 2:43:49, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 05:55:25,724 - mmaction - INFO - Epoch [65][2300/2506] lr: 1.000e-03, eta: 2:43:23, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:55:51,921 - mmaction - INFO - Epoch [65][2400/2506] lr: 1.000e-03, eta: 2:42:57, time: 0.262, data_time: 0.011, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 05:56:17,808 - mmaction - INFO - Epoch [65][2500/2506] lr: 1.000e-03, eta: 2:42:31, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 05:56:19,481 - mmaction - INFO - Saving checkpoint at 65 epochs 2021-09-07 05:57:59,421 - mmaction - INFO - Epoch(val) [65][1031] top1_acc: 0.8652, top5_acc: 0.9853, loss_cls: 0.5321, loss: 0.5321 2021-09-07 05:58:28,009 - mmaction - INFO - Epoch [66][100/2506] lr: 1.000e-03, eta: 2:42:04, time: 0.284, data_time: 0.032, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 05:58:53,879 - mmaction - INFO - Epoch [66][200/2506] lr: 1.000e-03, eta: 2:41:38, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 05:59:19,757 - mmaction - INFO - Epoch [66][300/2506] lr: 1.000e-03, eta: 2:41:12, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 05:59:45,546 - mmaction - INFO - Epoch [66][400/2506] lr: 1.000e-03, eta: 2:40:46, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:00:11,533 - mmaction - INFO - Epoch [66][500/2506] lr: 1.000e-03, eta: 2:40:20, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:00:37,679 - mmaction - INFO - Epoch [66][600/2506] lr: 1.000e-03, eta: 2:39:54, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 06:01:05,815 - mmaction - INFO - Epoch [66][700/2506] lr: 1.000e-03, eta: 2:39:29, time: 0.283, data_time: 0.015, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 06:01:31,712 - mmaction - INFO - Epoch [66][800/2506] lr: 1.000e-03, eta: 2:39:03, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:01:57,633 - mmaction - INFO - Epoch [66][900/2506] lr: 1.000e-03, eta: 2:38:37, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:02:23,590 - mmaction - INFO - Epoch [66][1000/2506] lr: 1.000e-03, eta: 2:38:11, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 06:02:49,386 - mmaction - INFO - Epoch [66][1100/2506] lr: 1.000e-03, eta: 2:37:45, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 06:03:15,431 - mmaction - INFO - Epoch [66][1200/2506] lr: 1.000e-03, eta: 2:37:19, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:03:41,369 - mmaction - INFO - Epoch [66][1300/2506] lr: 1.000e-03, eta: 2:36:53, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 06:04:07,185 - mmaction - INFO - Epoch [66][1400/2506] lr: 1.000e-03, eta: 2:36:27, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 06:04:33,221 - mmaction - INFO - Epoch [66][1500/2506] lr: 1.000e-03, eta: 2:36:01, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 06:04:59,294 - mmaction - INFO - Epoch [66][1600/2506] lr: 1.000e-03, eta: 2:35:35, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:05:25,243 - mmaction - INFO - Epoch [66][1700/2506] lr: 1.000e-03, eta: 2:35:09, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 06:05:51,229 - mmaction - INFO - Epoch [66][1800/2506] lr: 1.000e-03, eta: 2:34:44, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 06:06:17,167 - mmaction - INFO - Epoch [66][1900/2506] lr: 1.000e-03, eta: 2:34:18, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:06:43,010 - mmaction - INFO - Epoch [66][2000/2506] lr: 1.000e-03, eta: 2:33:52, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 06:07:08,937 - mmaction - INFO - Epoch [66][2100/2506] lr: 1.000e-03, eta: 2:33:26, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:07:34,912 - mmaction - INFO - Epoch [66][2200/2506] lr: 1.000e-03, eta: 2:33:00, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:08:00,886 - mmaction - INFO - Epoch [66][2300/2506] lr: 1.000e-03, eta: 2:32:34, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 06:08:26,845 - mmaction - INFO - Epoch [66][2400/2506] lr: 1.000e-03, eta: 2:32:08, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:08:52,657 - mmaction - INFO - Epoch [66][2500/2506] lr: 1.000e-03, eta: 2:31:42, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 06:09:22,896 - mmaction - INFO - Epoch [67][100/2506] lr: 1.000e-03, eta: 2:31:15, time: 0.284, data_time: 0.032, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:09:48,970 - mmaction - INFO - Epoch [67][200/2506] lr: 1.000e-03, eta: 2:30:49, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:10:15,005 - mmaction - INFO - Epoch [67][300/2506] lr: 1.000e-03, eta: 2:30:23, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:10:41,003 - mmaction - INFO - Epoch [67][400/2506] lr: 1.000e-03, eta: 2:29:57, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 06:11:07,076 - mmaction - INFO - Epoch [67][500/2506] lr: 1.000e-03, eta: 2:29:31, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:11:33,140 - mmaction - INFO - Epoch [67][600/2506] lr: 1.000e-03, eta: 2:29:05, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 06:11:59,003 - mmaction - INFO - Epoch [67][700/2506] lr: 1.000e-03, eta: 2:28:39, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 06:12:24,893 - mmaction - INFO - Epoch [67][800/2506] lr: 1.000e-03, eta: 2:28:13, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 06:12:50,981 - mmaction - INFO - Epoch [67][900/2506] lr: 1.000e-03, eta: 2:27:47, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:13:17,165 - mmaction - INFO - Epoch [67][1000/2506] lr: 1.000e-03, eta: 2:27:21, time: 0.262, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 06:13:43,143 - mmaction - INFO - Epoch [67][1100/2506] lr: 1.000e-03, eta: 2:26:55, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 06:14:09,000 - mmaction - INFO - Epoch [67][1200/2506] lr: 1.000e-03, eta: 2:26:29, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 06:14:34,860 - mmaction - INFO - Epoch [67][1300/2506] lr: 1.000e-03, eta: 2:26:03, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:15:00,708 - mmaction - INFO - Epoch [67][1400/2506] lr: 1.000e-03, eta: 2:25:37, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 06:15:26,639 - mmaction - INFO - Epoch [67][1500/2506] lr: 1.000e-03, eta: 2:25:12, time: 0.259, data_time: 0.014, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 06:15:52,601 - mmaction - INFO - Epoch [67][1600/2506] lr: 1.000e-03, eta: 2:24:46, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:16:18,561 - mmaction - INFO - Epoch [67][1700/2506] lr: 1.000e-03, eta: 2:24:20, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0030, loss: 0.0030 2021-09-07 06:16:44,676 - mmaction - INFO - Epoch [67][1800/2506] lr: 1.000e-03, eta: 2:23:54, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 06:17:10,698 - mmaction - INFO - Epoch [67][1900/2506] lr: 1.000e-03, eta: 2:23:28, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 06:17:36,677 - mmaction - INFO - Epoch [67][2000/2506] lr: 1.000e-03, eta: 2:23:02, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:18:02,451 - mmaction - INFO - Epoch [67][2100/2506] lr: 1.000e-03, eta: 2:22:36, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:18:28,183 - mmaction - INFO - Epoch [67][2200/2506] lr: 1.000e-03, eta: 2:22:10, time: 0.257, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:18:54,267 - mmaction - INFO - Epoch [67][2300/2506] lr: 1.000e-03, eta: 2:21:44, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:19:20,176 - mmaction - INFO - Epoch [67][2400/2506] lr: 1.000e-03, eta: 2:21:18, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:19:46,150 - mmaction - INFO - Epoch [67][2500/2506] lr: 1.000e-03, eta: 2:20:52, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:20:16,777 - mmaction - INFO - Epoch [68][100/2506] lr: 1.000e-03, eta: 2:20:25, time: 0.287, data_time: 0.035, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:20:42,767 - mmaction - INFO - Epoch [68][200/2506] lr: 1.000e-03, eta: 2:19:59, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 06:21:08,664 - mmaction - INFO - Epoch [68][300/2506] lr: 1.000e-03, eta: 2:19:33, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:21:34,639 - mmaction - INFO - Epoch [68][400/2506] lr: 1.000e-03, eta: 2:19:07, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:22:00,570 - mmaction - INFO - Epoch [68][500/2506] lr: 1.000e-03, eta: 2:18:41, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:22:26,531 - mmaction - INFO - Epoch [68][600/2506] lr: 1.000e-03, eta: 2:18:15, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 06:22:52,437 - mmaction - INFO - Epoch [68][700/2506] lr: 1.000e-03, eta: 2:17:49, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:23:18,401 - mmaction - INFO - Epoch [68][800/2506] lr: 1.000e-03, eta: 2:17:23, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:23:44,389 - mmaction - INFO - Epoch [68][900/2506] lr: 1.000e-03, eta: 2:16:57, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 06:24:10,168 - mmaction - INFO - Epoch [68][1000/2506] lr: 1.000e-03, eta: 2:16:31, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:24:36,239 - mmaction - INFO - Epoch [68][1100/2506] lr: 1.000e-03, eta: 2:16:05, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:25:02,226 - mmaction - INFO - Epoch [68][1200/2506] lr: 1.000e-03, eta: 2:15:40, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:25:28,409 - mmaction - INFO - Epoch [68][1300/2506] lr: 1.000e-03, eta: 2:15:14, time: 0.262, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:25:54,439 - mmaction - INFO - Epoch [68][1400/2506] lr: 1.000e-03, eta: 2:14:48, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:26:20,424 - mmaction - INFO - Epoch [68][1500/2506] lr: 1.000e-03, eta: 2:14:22, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 06:26:46,464 - mmaction - INFO - Epoch [68][1600/2506] lr: 1.000e-03, eta: 2:13:56, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:27:12,525 - mmaction - INFO - Epoch [68][1700/2506] lr: 1.000e-03, eta: 2:13:30, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:27:38,240 - mmaction - INFO - Epoch [68][1800/2506] lr: 1.000e-03, eta: 2:13:04, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 06:28:04,220 - mmaction - INFO - Epoch [68][1900/2506] lr: 1.000e-03, eta: 2:12:38, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:28:30,211 - mmaction - INFO - Epoch [68][2000/2506] lr: 1.000e-03, eta: 2:12:12, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:28:56,097 - mmaction - INFO - Epoch [68][2100/2506] lr: 1.000e-03, eta: 2:11:46, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:29:22,028 - mmaction - INFO - Epoch [68][2200/2506] lr: 1.000e-03, eta: 2:11:20, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:29:47,871 - mmaction - INFO - Epoch [68][2300/2506] lr: 1.000e-03, eta: 2:10:54, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 06:30:13,799 - mmaction - INFO - Epoch [68][2400/2506] lr: 1.000e-03, eta: 2:10:28, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 06:30:39,659 - mmaction - INFO - Epoch [68][2500/2506] lr: 1.000e-03, eta: 2:10:02, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:31:09,966 - mmaction - INFO - Epoch [69][100/2506] lr: 1.000e-03, eta: 2:09:35, time: 0.285, data_time: 0.034, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 06:31:35,826 - mmaction - INFO - Epoch [69][200/2506] lr: 1.000e-03, eta: 2:09:09, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:32:01,791 - mmaction - INFO - Epoch [69][300/2506] lr: 1.000e-03, eta: 2:08:43, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 06:32:27,745 - mmaction - INFO - Epoch [69][400/2506] lr: 1.000e-03, eta: 2:08:17, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 06:32:53,284 - mmaction - INFO - Epoch [69][500/2506] lr: 1.000e-03, eta: 2:07:51, time: 0.255, data_time: 0.003, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:33:18,817 - mmaction - INFO - Epoch [69][600/2506] lr: 1.000e-03, eta: 2:07:25, time: 0.255, data_time: 0.004, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:33:43,964 - mmaction - INFO - Epoch [69][700/2506] lr: 1.000e-03, eta: 2:06:59, time: 0.251, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:34:09,134 - mmaction - INFO - Epoch [69][800/2506] lr: 1.000e-03, eta: 2:06:33, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:34:34,365 - mmaction - INFO - Epoch [69][900/2506] lr: 1.000e-03, eta: 2:06:07, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 06:34:59,608 - mmaction - INFO - Epoch [69][1000/2506] lr: 1.000e-03, eta: 2:05:41, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:35:27,938 - mmaction - INFO - Epoch [69][1100/2506] lr: 1.000e-03, eta: 2:05:15, time: 0.283, data_time: 0.003, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 06:35:53,128 - mmaction - INFO - Epoch [69][1200/2506] lr: 1.000e-03, eta: 2:04:49, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 0.9988, top5_acc: 1.0000, loss_cls: 0.0055, loss: 0.0055 2021-09-07 06:36:18,841 - mmaction - INFO - Epoch [69][1300/2506] lr: 1.000e-03, eta: 2:04:23, time: 0.257, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 06:36:44,053 - mmaction - INFO - Epoch [69][1400/2506] lr: 1.000e-03, eta: 2:03:57, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 06:37:09,253 - mmaction - INFO - Epoch [69][1500/2506] lr: 1.000e-03, eta: 2:03:31, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:37:34,470 - mmaction - INFO - Epoch [69][1600/2506] lr: 1.000e-03, eta: 2:03:05, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:37:59,670 - mmaction - INFO - Epoch [69][1700/2506] lr: 1.000e-03, eta: 2:02:39, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:38:24,888 - mmaction - INFO - Epoch [69][1800/2506] lr: 1.000e-03, eta: 2:02:13, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:38:50,498 - mmaction - INFO - Epoch [69][1900/2506] lr: 1.000e-03, eta: 2:01:47, time: 0.256, data_time: 0.005, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 06:39:16,397 - mmaction - INFO - Epoch [69][2000/2506] lr: 1.000e-03, eta: 2:01:21, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:39:41,622 - mmaction - INFO - Epoch [69][2100/2506] lr: 1.000e-03, eta: 2:00:55, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:40:06,758 - mmaction - INFO - Epoch [69][2200/2506] lr: 1.000e-03, eta: 2:00:29, time: 0.251, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 06:40:32,310 - mmaction - INFO - Epoch [69][2300/2506] lr: 1.000e-03, eta: 2:00:03, time: 0.256, data_time: 0.004, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:40:58,138 - mmaction - INFO - Epoch [69][2400/2506] lr: 1.000e-03, eta: 1:59:37, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 06:41:24,346 - mmaction - INFO - Epoch [69][2500/2506] lr: 1.000e-03, eta: 1:59:11, time: 0.262, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:41:54,956 - mmaction - INFO - Epoch [70][100/2506] lr: 1.000e-03, eta: 1:58:44, time: 0.288, data_time: 0.038, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:42:21,024 - mmaction - INFO - Epoch [70][200/2506] lr: 1.000e-03, eta: 1:58:18, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 06:42:46,938 - mmaction - INFO - Epoch [70][300/2506] lr: 1.000e-03, eta: 1:57:52, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:43:12,824 - mmaction - INFO - Epoch [70][400/2506] lr: 1.000e-03, eta: 1:57:26, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0031, loss: 0.0031 2021-09-07 06:43:38,817 - mmaction - INFO - Epoch [70][500/2506] lr: 1.000e-03, eta: 1:57:00, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 06:44:04,803 - mmaction - INFO - Epoch [70][600/2506] lr: 1.000e-03, eta: 1:56:34, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 06:44:31,013 - mmaction - INFO - Epoch [70][700/2506] lr: 1.000e-03, eta: 1:56:08, time: 0.262, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:44:57,068 - mmaction - INFO - Epoch [70][800/2506] lr: 1.000e-03, eta: 1:55:42, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 06:45:23,052 - mmaction - INFO - Epoch [70][900/2506] lr: 1.000e-03, eta: 1:55:16, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:45:48,830 - mmaction - INFO - Epoch [70][1000/2506] lr: 1.000e-03, eta: 1:54:50, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:46:14,703 - mmaction - INFO - Epoch [70][1100/2506] lr: 1.000e-03, eta: 1:54:24, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 06:46:40,647 - mmaction - INFO - Epoch [70][1200/2506] lr: 1.000e-03, eta: 1:53:59, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:47:06,753 - mmaction - INFO - Epoch [70][1300/2506] lr: 1.000e-03, eta: 1:53:33, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:47:32,611 - mmaction - INFO - Epoch [70][1400/2506] lr: 1.000e-03, eta: 1:53:07, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 06:47:58,448 - mmaction - INFO - Epoch [70][1500/2506] lr: 1.000e-03, eta: 1:52:41, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 06:48:24,357 - mmaction - INFO - Epoch [70][1600/2506] lr: 1.000e-03, eta: 1:52:15, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:48:50,405 - mmaction - INFO - Epoch [70][1700/2506] lr: 1.000e-03, eta: 1:51:49, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 06:49:16,307 - mmaction - INFO - Epoch [70][1800/2506] lr: 1.000e-03, eta: 1:51:23, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 06:49:42,282 - mmaction - INFO - Epoch [70][1900/2506] lr: 1.000e-03, eta: 1:50:57, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:50:08,235 - mmaction - INFO - Epoch [70][2000/2506] lr: 1.000e-03, eta: 1:50:31, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:50:34,200 - mmaction - INFO - Epoch [70][2100/2506] lr: 1.000e-03, eta: 1:50:05, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 06:51:00,099 - mmaction - INFO - Epoch [70][2200/2506] lr: 1.000e-03, eta: 1:49:39, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:51:26,222 - mmaction - INFO - Epoch [70][2300/2506] lr: 1.000e-03, eta: 1:49:13, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:51:52,245 - mmaction - INFO - Epoch [70][2400/2506] lr: 1.000e-03, eta: 1:48:47, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 06:52:18,315 - mmaction - INFO - Epoch [70][2500/2506] lr: 1.000e-03, eta: 1:48:21, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:52:19,972 - mmaction - INFO - Saving checkpoint at 70 epochs 2021-09-07 06:54:00,281 - mmaction - INFO - Epoch(val) [70][1031] top1_acc: 0.8654, top5_acc: 0.9854, loss_cls: 0.5277, loss: 0.5277 2021-09-07 06:54:28,753 - mmaction - INFO - Epoch [71][100/2506] lr: 1.000e-03, eta: 1:47:54, time: 0.283, data_time: 0.032, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:54:54,589 - mmaction - INFO - Epoch [71][200/2506] lr: 1.000e-03, eta: 1:47:28, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:55:20,647 - mmaction - INFO - Epoch [71][300/2506] lr: 1.000e-03, eta: 1:47:02, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 06:55:46,599 - mmaction - INFO - Epoch [71][400/2506] lr: 1.000e-03, eta: 1:46:36, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:56:12,482 - mmaction - INFO - Epoch [71][500/2506] lr: 1.000e-03, eta: 1:46:10, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:56:38,429 - mmaction - INFO - Epoch [71][600/2506] lr: 1.000e-03, eta: 1:45:44, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 06:57:04,593 - mmaction - INFO - Epoch [71][700/2506] lr: 1.000e-03, eta: 1:45:18, time: 0.262, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:57:30,625 - mmaction - INFO - Epoch [71][800/2506] lr: 1.000e-03, eta: 1:44:52, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 06:57:56,605 - mmaction - INFO - Epoch [71][900/2506] lr: 1.000e-03, eta: 1:44:27, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 06:58:22,558 - mmaction - INFO - Epoch [71][1000/2506] lr: 1.000e-03, eta: 1:44:01, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 06:58:48,531 - mmaction - INFO - Epoch [71][1100/2506] lr: 1.000e-03, eta: 1:43:35, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 06:59:14,501 - mmaction - INFO - Epoch [71][1200/2506] lr: 1.000e-03, eta: 1:43:09, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 06:59:40,444 - mmaction - INFO - Epoch [71][1300/2506] lr: 1.000e-03, eta: 1:42:43, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:00:06,426 - mmaction - INFO - Epoch [71][1400/2506] lr: 1.000e-03, eta: 1:42:17, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:00:32,360 - mmaction - INFO - Epoch [71][1500/2506] lr: 1.000e-03, eta: 1:41:51, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:00:58,273 - mmaction - INFO - Epoch [71][1600/2506] lr: 1.000e-03, eta: 1:41:25, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:01:24,098 - mmaction - INFO - Epoch [71][1700/2506] lr: 1.000e-03, eta: 1:40:59, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:01:50,071 - mmaction - INFO - Epoch [71][1800/2506] lr: 1.000e-03, eta: 1:40:33, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:02:15,952 - mmaction - INFO - Epoch [71][1900/2506] lr: 1.000e-03, eta: 1:40:07, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:02:41,668 - mmaction - INFO - Epoch [71][2000/2506] lr: 1.000e-03, eta: 1:39:41, time: 0.257, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0051, loss: 0.0051 2021-09-07 07:03:07,596 - mmaction - INFO - Epoch [71][2100/2506] lr: 1.000e-03, eta: 1:39:15, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 07:03:33,409 - mmaction - INFO - Epoch [71][2200/2506] lr: 1.000e-03, eta: 1:38:49, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:03:59,194 - mmaction - INFO - Epoch [71][2300/2506] lr: 1.000e-03, eta: 1:38:23, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:04:25,130 - mmaction - INFO - Epoch [71][2400/2506] lr: 1.000e-03, eta: 1:37:57, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:04:51,099 - mmaction - INFO - Epoch [71][2500/2506] lr: 1.000e-03, eta: 1:37:31, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:05:21,333 - mmaction - INFO - Epoch [72][100/2506] lr: 1.000e-03, eta: 1:37:04, time: 0.284, data_time: 0.035, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:05:47,223 - mmaction - INFO - Epoch [72][200/2506] lr: 1.000e-03, eta: 1:36:38, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 07:06:13,280 - mmaction - INFO - Epoch [72][300/2506] lr: 1.000e-03, eta: 1:36:12, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:06:39,343 - mmaction - INFO - Epoch [72][400/2506] lr: 1.000e-03, eta: 1:35:46, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0030, loss: 0.0030 2021-09-07 07:07:05,147 - mmaction - INFO - Epoch [72][500/2506] lr: 1.000e-03, eta: 1:35:20, time: 0.258, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 07:07:31,167 - mmaction - INFO - Epoch [72][600/2506] lr: 1.000e-03, eta: 1:34:54, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:07:57,034 - mmaction - INFO - Epoch [72][700/2506] lr: 1.000e-03, eta: 1:34:28, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:08:22,931 - mmaction - INFO - Epoch [72][800/2506] lr: 1.000e-03, eta: 1:34:02, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:08:48,793 - mmaction - INFO - Epoch [72][900/2506] lr: 1.000e-03, eta: 1:33:37, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 07:09:14,736 - mmaction - INFO - Epoch [72][1000/2506] lr: 1.000e-03, eta: 1:33:11, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:09:40,782 - mmaction - INFO - Epoch [72][1100/2506] lr: 1.000e-03, eta: 1:32:45, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 07:10:06,688 - mmaction - INFO - Epoch [72][1200/2506] lr: 1.000e-03, eta: 1:32:19, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:10:32,629 - mmaction - INFO - Epoch [72][1300/2506] lr: 1.000e-03, eta: 1:31:53, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:10:58,825 - mmaction - INFO - Epoch [72][1400/2506] lr: 1.000e-03, eta: 1:31:27, time: 0.262, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:11:24,650 - mmaction - INFO - Epoch [72][1500/2506] lr: 1.000e-03, eta: 1:31:01, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:11:50,645 - mmaction - INFO - Epoch [72][1600/2506] lr: 1.000e-03, eta: 1:30:35, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:12:16,491 - mmaction - INFO - Epoch [72][1700/2506] lr: 1.000e-03, eta: 1:30:09, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:12:42,512 - mmaction - INFO - Epoch [72][1800/2506] lr: 1.000e-03, eta: 1:29:43, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 07:13:08,459 - mmaction - INFO - Epoch [72][1900/2506] lr: 1.000e-03, eta: 1:29:17, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 07:13:34,412 - mmaction - INFO - Epoch [72][2000/2506] lr: 1.000e-03, eta: 1:28:51, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:14:00,296 - mmaction - INFO - Epoch [72][2100/2506] lr: 1.000e-03, eta: 1:28:25, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 07:14:26,333 - mmaction - INFO - Epoch [72][2200/2506] lr: 1.000e-03, eta: 1:27:59, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:14:52,299 - mmaction - INFO - Epoch [72][2300/2506] lr: 1.000e-03, eta: 1:27:33, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:15:18,093 - mmaction - INFO - Epoch [72][2400/2506] lr: 1.000e-03, eta: 1:27:07, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:15:43,939 - mmaction - INFO - Epoch [72][2500/2506] lr: 1.000e-03, eta: 1:26:41, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:16:14,093 - mmaction - INFO - Epoch [73][100/2506] lr: 1.000e-03, eta: 1:26:14, time: 0.283, data_time: 0.032, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:16:40,065 - mmaction - INFO - Epoch [73][200/2506] lr: 1.000e-03, eta: 1:25:48, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 07:17:05,948 - mmaction - INFO - Epoch [73][300/2506] lr: 1.000e-03, eta: 1:25:22, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 07:17:31,883 - mmaction - INFO - Epoch [73][400/2506] lr: 1.000e-03, eta: 1:24:56, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 07:17:58,002 - mmaction - INFO - Epoch [73][500/2506] lr: 1.000e-03, eta: 1:24:30, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:18:23,922 - mmaction - INFO - Epoch [73][600/2506] lr: 1.000e-03, eta: 1:24:04, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 07:18:49,917 - mmaction - INFO - Epoch [73][700/2506] lr: 1.000e-03, eta: 1:23:38, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 07:19:16,031 - mmaction - INFO - Epoch [73][800/2506] lr: 1.000e-03, eta: 1:23:13, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 07:19:42,009 - mmaction - INFO - Epoch [73][900/2506] lr: 1.000e-03, eta: 1:22:47, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:20:08,016 - mmaction - INFO - Epoch [73][1000/2506] lr: 1.000e-03, eta: 1:22:21, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 07:20:34,109 - mmaction - INFO - Epoch [73][1100/2506] lr: 1.000e-03, eta: 1:21:55, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 07:21:00,078 - mmaction - INFO - Epoch [73][1200/2506] lr: 1.000e-03, eta: 1:21:29, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:21:25,916 - mmaction - INFO - Epoch [73][1300/2506] lr: 1.000e-03, eta: 1:21:03, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:21:51,938 - mmaction - INFO - Epoch [73][1400/2506] lr: 1.000e-03, eta: 1:20:37, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0030, loss: 0.0030 2021-09-07 07:22:18,064 - mmaction - INFO - Epoch [73][1500/2506] lr: 1.000e-03, eta: 1:20:11, time: 0.261, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:22:44,033 - mmaction - INFO - Epoch [73][1600/2506] lr: 1.000e-03, eta: 1:19:45, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:23:10,157 - mmaction - INFO - Epoch [73][1700/2506] lr: 1.000e-03, eta: 1:19:19, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 07:23:36,122 - mmaction - INFO - Epoch [73][1800/2506] lr: 1.000e-03, eta: 1:18:53, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:24:02,045 - mmaction - INFO - Epoch [73][1900/2506] lr: 1.000e-03, eta: 1:18:27, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:24:27,960 - mmaction - INFO - Epoch [73][2000/2506] lr: 1.000e-03, eta: 1:18:01, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:24:53,771 - mmaction - INFO - Epoch [73][2100/2506] lr: 1.000e-03, eta: 1:17:35, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:25:19,765 - mmaction - INFO - Epoch [73][2200/2506] lr: 1.000e-03, eta: 1:17:09, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:25:45,805 - mmaction - INFO - Epoch [73][2300/2506] lr: 1.000e-03, eta: 1:16:43, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:26:11,738 - mmaction - INFO - Epoch [73][2400/2506] lr: 1.000e-03, eta: 1:16:18, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:26:37,757 - mmaction - INFO - Epoch [73][2500/2506] lr: 1.000e-03, eta: 1:15:52, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:27:07,788 - mmaction - INFO - Epoch [74][100/2506] lr: 1.000e-03, eta: 1:15:24, time: 0.282, data_time: 0.037, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:27:33,713 - mmaction - INFO - Epoch [74][200/2506] lr: 1.000e-03, eta: 1:14:58, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:27:59,691 - mmaction - INFO - Epoch [74][300/2506] lr: 1.000e-03, eta: 1:14:32, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:28:25,721 - mmaction - INFO - Epoch [74][400/2506] lr: 1.000e-03, eta: 1:14:06, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:28:51,687 - mmaction - INFO - Epoch [74][500/2506] lr: 1.000e-03, eta: 1:13:40, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:29:17,644 - mmaction - INFO - Epoch [74][600/2506] lr: 1.000e-03, eta: 1:13:14, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 07:29:43,676 - mmaction - INFO - Epoch [74][700/2506] lr: 1.000e-03, eta: 1:12:49, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:30:09,636 - mmaction - INFO - Epoch [74][800/2506] lr: 1.000e-03, eta: 1:12:23, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:30:35,640 - mmaction - INFO - Epoch [74][900/2506] lr: 1.000e-03, eta: 1:11:57, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:31:01,555 - mmaction - INFO - Epoch [74][1000/2506] lr: 1.000e-03, eta: 1:11:31, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 07:31:27,390 - mmaction - INFO - Epoch [74][1100/2506] lr: 1.000e-03, eta: 1:11:05, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:31:53,361 - mmaction - INFO - Epoch [74][1200/2506] lr: 1.000e-03, eta: 1:10:39, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 07:32:19,345 - mmaction - INFO - Epoch [74][1300/2506] lr: 1.000e-03, eta: 1:10:13, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 07:32:45,204 - mmaction - INFO - Epoch [74][1400/2506] lr: 1.000e-03, eta: 1:09:47, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 07:33:11,186 - mmaction - INFO - Epoch [74][1500/2506] lr: 1.000e-03, eta: 1:09:21, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 07:33:36,979 - mmaction - INFO - Epoch [74][1600/2506] lr: 1.000e-03, eta: 1:08:55, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 07:34:02,970 - mmaction - INFO - Epoch [74][1700/2506] lr: 1.000e-03, eta: 1:08:29, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 07:34:28,869 - mmaction - INFO - Epoch [74][1800/2506] lr: 1.000e-03, eta: 1:08:03, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:34:54,891 - mmaction - INFO - Epoch [74][1900/2506] lr: 1.000e-03, eta: 1:07:37, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:35:20,773 - mmaction - INFO - Epoch [74][2000/2506] lr: 1.000e-03, eta: 1:07:11, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:35:46,884 - mmaction - INFO - Epoch [74][2100/2506] lr: 1.000e-03, eta: 1:06:45, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 07:36:12,739 - mmaction - INFO - Epoch [74][2200/2506] lr: 1.000e-03, eta: 1:06:19, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:36:38,664 - mmaction - INFO - Epoch [74][2300/2506] lr: 1.000e-03, eta: 1:05:53, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:37:04,625 - mmaction - INFO - Epoch [74][2400/2506] lr: 1.000e-03, eta: 1:05:28, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:37:30,549 - mmaction - INFO - Epoch [74][2500/2506] lr: 1.000e-03, eta: 1:05:02, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:38:00,520 - mmaction - INFO - Epoch [75][100/2506] lr: 1.000e-03, eta: 1:04:34, time: 0.282, data_time: 0.030, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0031, loss: 0.0031 2021-09-07 07:38:26,526 - mmaction - INFO - Epoch [75][200/2506] lr: 1.000e-03, eta: 1:04:08, time: 0.260, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:38:52,620 - mmaction - INFO - Epoch [75][300/2506] lr: 1.000e-03, eta: 1:03:42, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:39:18,585 - mmaction - INFO - Epoch [75][400/2506] lr: 1.000e-03, eta: 1:03:16, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 07:39:44,582 - mmaction - INFO - Epoch [75][500/2506] lr: 1.000e-03, eta: 1:02:50, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 07:40:10,427 - mmaction - INFO - Epoch [75][600/2506] lr: 1.000e-03, eta: 1:02:24, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:40:36,416 - mmaction - INFO - Epoch [75][700/2506] lr: 1.000e-03, eta: 1:01:59, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 07:41:02,429 - mmaction - INFO - Epoch [75][800/2506] lr: 1.000e-03, eta: 1:01:33, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:41:28,342 - mmaction - INFO - Epoch [75][900/2506] lr: 1.000e-03, eta: 1:01:07, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 07:41:54,417 - mmaction - INFO - Epoch [75][1000/2506] lr: 1.000e-03, eta: 1:00:41, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:42:20,250 - mmaction - INFO - Epoch [75][1100/2506] lr: 1.000e-03, eta: 1:00:15, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:42:45,780 - mmaction - INFO - Epoch [75][1200/2506] lr: 1.000e-03, eta: 0:59:49, time: 0.255, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 07:43:11,458 - mmaction - INFO - Epoch [75][1300/2506] lr: 1.000e-03, eta: 0:59:23, time: 0.257, data_time: 0.004, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 07:43:36,627 - mmaction - INFO - Epoch [75][1400/2506] lr: 1.000e-03, eta: 0:58:57, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:44:01,924 - mmaction - INFO - Epoch [75][1500/2506] lr: 1.000e-03, eta: 0:58:31, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:44:27,198 - mmaction - INFO - Epoch [75][1600/2506] lr: 1.000e-03, eta: 0:58:05, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:44:52,518 - mmaction - INFO - Epoch [75][1700/2506] lr: 1.000e-03, eta: 0:57:39, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 07:45:17,797 - mmaction - INFO - Epoch [75][1800/2506] lr: 1.000e-03, eta: 0:57:13, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 07:45:43,015 - mmaction - INFO - Epoch [75][1900/2506] lr: 1.000e-03, eta: 0:56:47, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:46:08,236 - mmaction - INFO - Epoch [75][2000/2506] lr: 1.000e-03, eta: 0:56:21, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0050, loss: 0.0050 2021-09-07 07:46:33,434 - mmaction - INFO - Epoch [75][2100/2506] lr: 1.000e-03, eta: 0:55:55, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:46:58,690 - mmaction - INFO - Epoch [75][2200/2506] lr: 1.000e-03, eta: 0:55:29, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0047, loss: 0.0047 2021-09-07 07:47:23,921 - mmaction - INFO - Epoch [75][2300/2506] lr: 1.000e-03, eta: 0:55:03, time: 0.252, data_time: 0.002, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:47:49,179 - mmaction - INFO - Epoch [75][2400/2506] lr: 1.000e-03, eta: 0:54:37, time: 0.253, data_time: 0.002, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0052, loss: 0.0052 2021-09-07 07:48:14,564 - mmaction - INFO - Epoch [75][2500/2506] lr: 1.000e-03, eta: 0:54:11, time: 0.254, data_time: 0.003, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 07:48:16,184 - mmaction - INFO - Saving checkpoint at 75 epochs 2021-09-07 07:49:46,036 - mmaction - INFO - Epoch(val) [75][1031] top1_acc: 0.8655, top5_acc: 0.9857, loss_cls: 0.5216, loss: 0.5216 2021-09-07 07:50:14,140 - mmaction - INFO - Epoch [76][100/2506] lr: 1.000e-03, eta: 0:53:44, time: 0.280, data_time: 0.029, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 07:50:40,218 - mmaction - INFO - Epoch [76][200/2506] lr: 1.000e-03, eta: 0:53:18, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:51:06,289 - mmaction - INFO - Epoch [76][300/2506] lr: 1.000e-03, eta: 0:52:52, time: 0.261, data_time: 0.004, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:51:32,497 - mmaction - INFO - Epoch [76][400/2506] lr: 1.000e-03, eta: 0:52:26, time: 0.262, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:51:58,577 - mmaction - INFO - Epoch [76][500/2506] lr: 1.000e-03, eta: 0:52:00, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0031, loss: 0.0031 2021-09-07 07:52:24,451 - mmaction - INFO - Epoch [76][600/2506] lr: 1.000e-03, eta: 0:51:34, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 07:52:50,553 - mmaction - INFO - Epoch [76][700/2506] lr: 1.000e-03, eta: 0:51:08, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0030, loss: 0.0030 2021-09-07 07:53:16,516 - mmaction - INFO - Epoch [76][800/2506] lr: 1.000e-03, eta: 0:50:42, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:53:42,406 - mmaction - INFO - Epoch [76][900/2506] lr: 1.000e-03, eta: 0:50:16, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 07:54:08,439 - mmaction - INFO - Epoch [76][1000/2506] lr: 1.000e-03, eta: 0:49:50, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 07:54:34,207 - mmaction - INFO - Epoch [76][1100/2506] lr: 1.000e-03, eta: 0:49:24, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:55:00,154 - mmaction - INFO - Epoch [76][1200/2506] lr: 1.000e-03, eta: 0:48:58, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:55:26,191 - mmaction - INFO - Epoch [76][1300/2506] lr: 1.000e-03, eta: 0:48:32, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:55:52,117 - mmaction - INFO - Epoch [76][1400/2506] lr: 1.000e-03, eta: 0:48:06, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 07:56:17,955 - mmaction - INFO - Epoch [76][1500/2506] lr: 1.000e-03, eta: 0:47:40, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 07:56:43,858 - mmaction - INFO - Epoch [76][1600/2506] lr: 1.000e-03, eta: 0:47:14, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0048, loss: 0.0048 2021-09-07 07:57:09,699 - mmaction - INFO - Epoch [76][1700/2506] lr: 1.000e-03, eta: 0:46:49, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 07:57:35,467 - mmaction - INFO - Epoch [76][1800/2506] lr: 1.000e-03, eta: 0:46:23, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0030, loss: 0.0030 2021-09-07 07:58:01,381 - mmaction - INFO - Epoch [76][1900/2506] lr: 1.000e-03, eta: 0:45:57, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 07:58:27,412 - mmaction - INFO - Epoch [76][2000/2506] lr: 1.000e-03, eta: 0:45:31, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 07:58:53,368 - mmaction - INFO - Epoch [76][2100/2506] lr: 1.000e-03, eta: 0:45:05, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 07:59:19,317 - mmaction - INFO - Epoch [76][2200/2506] lr: 1.000e-03, eta: 0:44:39, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 07:59:45,238 - mmaction - INFO - Epoch [76][2300/2506] lr: 1.000e-03, eta: 0:44:13, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:00:11,173 - mmaction - INFO - Epoch [76][2400/2506] lr: 1.000e-03, eta: 0:43:47, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:00:37,138 - mmaction - INFO - Epoch [76][2500/2506] lr: 1.000e-03, eta: 0:43:21, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:01:07,284 - mmaction - INFO - Epoch [77][100/2506] lr: 1.000e-03, eta: 0:42:54, time: 0.283, data_time: 0.030, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:01:33,296 - mmaction - INFO - Epoch [77][200/2506] lr: 1.000e-03, eta: 0:42:28, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 08:01:59,223 - mmaction - INFO - Epoch [77][300/2506] lr: 1.000e-03, eta: 0:42:02, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:02:25,032 - mmaction - INFO - Epoch [77][400/2506] lr: 1.000e-03, eta: 0:41:36, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 08:02:50,956 - mmaction - INFO - Epoch [77][500/2506] lr: 1.000e-03, eta: 0:41:10, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 08:03:16,825 - mmaction - INFO - Epoch [77][600/2506] lr: 1.000e-03, eta: 0:40:44, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0029, loss: 0.0029 2021-09-07 08:03:42,695 - mmaction - INFO - Epoch [77][700/2506] lr: 1.000e-03, eta: 0:40:18, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0030, loss: 0.0030 2021-09-07 08:04:08,567 - mmaction - INFO - Epoch [77][800/2506] lr: 1.000e-03, eta: 0:39:52, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0046, loss: 0.0046 2021-09-07 08:04:34,443 - mmaction - INFO - Epoch [77][900/2506] lr: 1.000e-03, eta: 0:39:26, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:05:00,387 - mmaction - INFO - Epoch [77][1000/2506] lr: 1.000e-03, eta: 0:39:00, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 08:05:26,340 - mmaction - INFO - Epoch [77][1100/2506] lr: 1.000e-03, eta: 0:38:34, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:05:52,307 - mmaction - INFO - Epoch [77][1200/2506] lr: 1.000e-03, eta: 0:38:08, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 08:06:18,291 - mmaction - INFO - Epoch [77][1300/2506] lr: 1.000e-03, eta: 0:37:42, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 08:06:44,154 - mmaction - INFO - Epoch [77][1400/2506] lr: 1.000e-03, eta: 0:37:16, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:07:10,136 - mmaction - INFO - Epoch [77][1500/2506] lr: 1.000e-03, eta: 0:36:50, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:07:36,042 - mmaction - INFO - Epoch [77][1600/2506] lr: 1.000e-03, eta: 0:36:25, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:08:02,169 - mmaction - INFO - Epoch [77][1700/2506] lr: 1.000e-03, eta: 0:35:59, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:08:28,091 - mmaction - INFO - Epoch [77][1800/2506] lr: 1.000e-03, eta: 0:35:33, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 08:08:54,183 - mmaction - INFO - Epoch [77][1900/2506] lr: 1.000e-03, eta: 0:35:07, time: 0.261, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 08:09:20,359 - mmaction - INFO - Epoch [77][2000/2506] lr: 1.000e-03, eta: 0:34:41, time: 0.262, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 08:09:46,323 - mmaction - INFO - Epoch [77][2100/2506] lr: 1.000e-03, eta: 0:34:15, time: 0.260, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 08:10:12,172 - mmaction - INFO - Epoch [77][2200/2506] lr: 1.000e-03, eta: 0:33:49, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:10:38,280 - mmaction - INFO - Epoch [77][2300/2506] lr: 1.000e-03, eta: 0:33:23, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 08:11:04,341 - mmaction - INFO - Epoch [77][2400/2506] lr: 1.000e-03, eta: 0:32:57, time: 0.261, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:11:30,262 - mmaction - INFO - Epoch [77][2500/2506] lr: 1.000e-03, eta: 0:32:31, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 08:12:00,488 - mmaction - INFO - Epoch [78][100/2506] lr: 1.000e-03, eta: 0:32:04, time: 0.284, data_time: 0.033, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:12:26,364 - mmaction - INFO - Epoch [78][200/2506] lr: 1.000e-03, eta: 0:31:38, time: 0.259, data_time: 0.012, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 08:12:52,387 - mmaction - INFO - Epoch [78][300/2506] lr: 1.000e-03, eta: 0:31:12, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 08:13:18,398 - mmaction - INFO - Epoch [78][400/2506] lr: 1.000e-03, eta: 0:30:46, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:13:44,436 - mmaction - INFO - Epoch [78][500/2506] lr: 1.000e-03, eta: 0:30:20, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0029, loss: 0.0029 2021-09-07 08:14:10,391 - mmaction - INFO - Epoch [78][600/2506] lr: 1.000e-03, eta: 0:29:54, time: 0.260, data_time: 0.013, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 08:14:36,235 - mmaction - INFO - Epoch [78][700/2506] lr: 1.000e-03, eta: 0:29:28, time: 0.258, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:15:02,177 - mmaction - INFO - Epoch [78][800/2506] lr: 1.000e-03, eta: 0:29:02, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 08:15:28,123 - mmaction - INFO - Epoch [78][900/2506] lr: 1.000e-03, eta: 0:28:36, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0031, loss: 0.0031 2021-09-07 08:15:54,067 - mmaction - INFO - Epoch [78][1000/2506] lr: 1.000e-03, eta: 0:28:10, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 08:16:20,022 - mmaction - INFO - Epoch [78][1100/2506] lr: 1.000e-03, eta: 0:27:44, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:16:46,079 - mmaction - INFO - Epoch [78][1200/2506] lr: 1.000e-03, eta: 0:27:18, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 08:17:11,928 - mmaction - INFO - Epoch [78][1300/2506] lr: 1.000e-03, eta: 0:26:52, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:17:38,030 - mmaction - INFO - Epoch [78][1400/2506] lr: 1.000e-03, eta: 0:26:26, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:18:03,971 - mmaction - INFO - Epoch [78][1500/2506] lr: 1.000e-03, eta: 0:26:01, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 08:18:29,847 - mmaction - INFO - Epoch [78][1600/2506] lr: 1.000e-03, eta: 0:25:35, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 08:18:55,840 - mmaction - INFO - Epoch [78][1700/2506] lr: 1.000e-03, eta: 0:25:09, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0049, loss: 0.0049 2021-09-07 08:19:21,851 - mmaction - INFO - Epoch [78][1800/2506] lr: 1.000e-03, eta: 0:24:43, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:19:47,667 - mmaction - INFO - Epoch [78][1900/2506] lr: 1.000e-03, eta: 0:24:17, time: 0.258, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 08:20:13,470 - mmaction - INFO - Epoch [78][2000/2506] lr: 1.000e-03, eta: 0:23:51, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:20:39,248 - mmaction - INFO - Epoch [78][2100/2506] lr: 1.000e-03, eta: 0:23:25, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:21:05,271 - mmaction - INFO - Epoch [78][2200/2506] lr: 1.000e-03, eta: 0:22:59, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 08:21:31,157 - mmaction - INFO - Epoch [78][2300/2506] lr: 1.000e-03, eta: 0:22:33, time: 0.259, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 08:21:57,121 - mmaction - INFO - Epoch [78][2400/2506] lr: 1.000e-03, eta: 0:22:07, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 08:22:23,007 - mmaction - INFO - Epoch [78][2500/2506] lr: 1.000e-03, eta: 0:21:41, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 08:22:53,201 - mmaction - INFO - Epoch [79][100/2506] lr: 1.000e-03, eta: 0:21:14, time: 0.284, data_time: 0.030, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:23:19,075 - mmaction - INFO - Epoch [79][200/2506] lr: 1.000e-03, eta: 0:20:48, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 08:23:44,992 - mmaction - INFO - Epoch [79][300/2506] lr: 1.000e-03, eta: 0:20:22, time: 0.259, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:24:11,011 - mmaction - INFO - Epoch [79][400/2506] lr: 1.000e-03, eta: 0:19:56, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 08:24:36,896 - mmaction - INFO - Epoch [79][500/2506] lr: 1.000e-03, eta: 0:19:30, time: 0.259, data_time: 0.010, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0043, loss: 0.0043 2021-09-07 08:25:03,066 - mmaction - INFO - Epoch [79][600/2506] lr: 1.000e-03, eta: 0:19:04, time: 0.262, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:25:29,021 - mmaction - INFO - Epoch [79][700/2506] lr: 1.000e-03, eta: 0:18:38, time: 0.260, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 08:25:54,884 - mmaction - INFO - Epoch [79][800/2506] lr: 1.000e-03, eta: 0:18:12, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0042, loss: 0.0042 2021-09-07 08:26:20,772 - mmaction - INFO - Epoch [79][900/2506] lr: 1.000e-03, eta: 0:17:46, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:26:46,726 - mmaction - INFO - Epoch [79][1000/2506] lr: 1.000e-03, eta: 0:17:20, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0040, loss: 0.0040 2021-09-07 08:27:12,608 - mmaction - INFO - Epoch [79][1100/2506] lr: 1.000e-03, eta: 0:16:54, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 08:27:38,498 - mmaction - INFO - Epoch [79][1200/2506] lr: 1.000e-03, eta: 0:16:28, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 08:28:04,366 - mmaction - INFO - Epoch [79][1300/2506] lr: 1.000e-03, eta: 0:16:02, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:28:30,244 - mmaction - INFO - Epoch [79][1400/2506] lr: 1.000e-03, eta: 0:15:36, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:28:56,362 - mmaction - INFO - Epoch [79][1500/2506] lr: 1.000e-03, eta: 0:15:10, time: 0.261, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 08:29:22,169 - mmaction - INFO - Epoch [79][1600/2506] lr: 1.000e-03, eta: 0:14:45, time: 0.258, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0031, loss: 0.0031 2021-09-07 08:29:48,121 - mmaction - INFO - Epoch [79][1700/2506] lr: 1.000e-03, eta: 0:14:19, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 08:30:14,097 - mmaction - INFO - Epoch [79][1800/2506] lr: 1.000e-03, eta: 0:13:53, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:30:39,969 - mmaction - INFO - Epoch [79][1900/2506] lr: 1.000e-03, eta: 0:13:27, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0032, loss: 0.0032 2021-09-07 08:31:05,917 - mmaction - INFO - Epoch [79][2000/2506] lr: 1.000e-03, eta: 0:13:01, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0044, loss: 0.0044 2021-09-07 08:31:31,778 - mmaction - INFO - Epoch [79][2100/2506] lr: 1.000e-03, eta: 0:12:35, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 08:31:57,758 - mmaction - INFO - Epoch [79][2200/2506] lr: 1.000e-03, eta: 0:12:09, time: 0.260, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 08:32:23,662 - mmaction - INFO - Epoch [79][2300/2506] lr: 1.000e-03, eta: 0:11:43, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:32:49,503 - mmaction - INFO - Epoch [79][2400/2506] lr: 1.000e-03, eta: 0:11:17, time: 0.258, data_time: 0.005, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 08:33:15,491 - mmaction - INFO - Epoch [79][2500/2506] lr: 1.000e-03, eta: 0:10:51, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0036, loss: 0.0036 2021-09-07 08:33:45,568 - mmaction - INFO - Epoch [80][100/2506] lr: 1.000e-03, eta: 0:10:24, time: 0.283, data_time: 0.033, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 08:34:11,652 - mmaction - INFO - Epoch [80][200/2506] lr: 1.000e-03, eta: 0:09:58, time: 0.261, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 08:34:37,569 - mmaction - INFO - Epoch [80][300/2506] lr: 1.000e-03, eta: 0:09:32, time: 0.259, data_time: 0.008, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0041, loss: 0.0041 2021-09-07 08:35:03,499 - mmaction - INFO - Epoch [80][400/2506] lr: 1.000e-03, eta: 0:09:06, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 08:35:29,349 - mmaction - INFO - Epoch [80][500/2506] lr: 1.000e-03, eta: 0:08:40, time: 0.258, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:35:55,307 - mmaction - INFO - Epoch [80][600/2506] lr: 1.000e-03, eta: 0:08:14, time: 0.260, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:36:21,222 - mmaction - INFO - Epoch [80][700/2506] lr: 1.000e-03, eta: 0:07:48, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:36:47,279 - mmaction - INFO - Epoch [80][800/2506] lr: 1.000e-03, eta: 0:07:22, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0031, loss: 0.0031 2021-09-07 08:37:13,119 - mmaction - INFO - Epoch [80][900/2506] lr: 1.000e-03, eta: 0:06:56, time: 0.258, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:37:39,053 - mmaction - INFO - Epoch [80][1000/2506] lr: 1.000e-03, eta: 0:06:30, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:38:04,966 - mmaction - INFO - Epoch [80][1100/2506] lr: 1.000e-03, eta: 0:06:04, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:38:30,839 - mmaction - INFO - Epoch [80][1200/2506] lr: 1.000e-03, eta: 0:05:38, time: 0.259, data_time: 0.007, memory: 3436, top1_acc: 0.9994, top5_acc: 1.0000, loss_cls: 0.0045, loss: 0.0045 2021-09-07 08:38:56,740 - mmaction - INFO - Epoch [80][1300/2506] lr: 1.000e-03, eta: 0:05:12, time: 0.259, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 08:39:22,642 - mmaction - INFO - Epoch [80][1400/2506] lr: 1.000e-03, eta: 0:04:46, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0039, loss: 0.0039 2021-09-07 08:39:48,702 - mmaction - INFO - Epoch [80][1500/2506] lr: 1.000e-03, eta: 0:04:20, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0037, loss: 0.0037 2021-09-07 08:40:14,754 - mmaction - INFO - Epoch [80][1600/2506] lr: 1.000e-03, eta: 0:03:55, time: 0.261, data_time: 0.006, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:40:40,776 - mmaction - INFO - Epoch [80][1700/2506] lr: 1.000e-03, eta: 0:03:29, time: 0.260, data_time: 0.011, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0038, loss: 0.0038 2021-09-07 08:41:06,741 - mmaction - INFO - Epoch [80][1800/2506] lr: 1.000e-03, eta: 0:03:03, time: 0.260, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:41:32,794 - mmaction - INFO - Epoch [80][1900/2506] lr: 1.000e-03, eta: 0:02:37, time: 0.261, data_time: 0.010, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:41:58,642 - mmaction - INFO - Epoch [80][2000/2506] lr: 1.000e-03, eta: 0:02:11, time: 0.258, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0035, loss: 0.0035 2021-09-07 08:42:24,628 - mmaction - INFO - Epoch [80][2100/2506] lr: 1.000e-03, eta: 0:01:45, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:42:50,572 - mmaction - INFO - Epoch [80][2200/2506] lr: 1.000e-03, eta: 0:01:19, time: 0.259, data_time: 0.004, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:43:16,614 - mmaction - INFO - Epoch [80][2300/2506] lr: 1.000e-03, eta: 0:00:53, time: 0.261, data_time: 0.007, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:43:42,600 - mmaction - INFO - Epoch [80][2400/2506] lr: 1.000e-03, eta: 0:00:27, time: 0.260, data_time: 0.008, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0034, loss: 0.0034 2021-09-07 08:44:08,518 - mmaction - INFO - Epoch [80][2500/2506] lr: 1.000e-03, eta: 0:00:01, time: 0.259, data_time: 0.009, memory: 3436, top1_acc: 1.0000, top5_acc: 1.0000, loss_cls: 0.0033, loss: 0.0033 2021-09-07 08:44:10,112 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-09-07 08:45:50,924 - mmaction - INFO - Epoch(val) [80][1031] top1_acc: 0.8691, top5_acc: 0.9851, loss_cls: 0.5130, loss: 0.5130