2020-09-30 20:04:04,163 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.9 |Anaconda, Inc.| (default, Jul 30 2019, 19:07:31) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-28) PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.18.1 (Git Hash 7de7e5d02bf687f971e7668963649728356e0c20) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_30,code=sm_30;-gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_52,code=compute_52 - CuDNN 7.6 - Built with CuDNN 7.3.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS=-march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -O2 -pipe -I/opt/conda/conda-bld/pytorch_1565134926719/_h_env_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_place/include -fdebug-prefix-map=${SRC_DIR}=/usr/local/src/conda/${PKG_NAME}-${PKG_VERSION} -fdebug-prefix-map=${PREFIX}=/usr/local/src/conda-prefix -D_FORTIFY_SOURCE=2 -O2 -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -O2 -fPIC -Wno-narrowing -Wall -Wextra -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-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=True, USE_NNPACK=True, USE_OPENMP=ON, TorchVision: 0.3.0 OpenCV: 4.2.0 MMCV: 1.1.3 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.6.0+1e77b0b ------------------------------------------------------------ 2020-09-30 20:04:04,163 - mmaction - INFO - Distributed training: True 2020-09-30 20:04:04,163 - mmaction - INFO - Config: /mnt/cache/duanhaodong/mmaction2/configs/k700/tsn_8seg.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNet', pretrained='modelzoo/resnet50-19c8e357.pth', depth=50, norm_eval=False), cls_head=dict( type='TSNHead', num_classes=700, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.4, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'VideoDataset' data_root = '/mnt/cache/duanhaodong/DATAshare/kinetics_all' data_root_val = '/mnt/cache/duanhaodong/DATAshare/kinetics_all' ann_file_train = 'data/k700/k700_train.txt' ann_file_val = 'data/k700/k700_val.txt' ann_file_test = 'data/k700/k700_val.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, start_index=0), dict(type='DecordDecode'), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=25, start_index=0, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=12, workers_per_gpu=3, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.0075, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=1) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/k700/tsn_8seg/' load_from = None resume_from = None workflow = [('train', 5)] 2020-09-30 20:04:05,879 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-09-30 20:04:14,444 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-40-57, work_dir: /mnt/cache/duanhaodong/mmaction2/work_dirs/k700/tsn_8seg 2020-09-30 20:04:14,445 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-09-30 20:04:58,587 - mmaction - INFO - Epoch [1][20/2825] lr: 7.500e-03, eta: 7 days, 5:05:59, time: 2.206, data_time: 1.195, memory: 8353, top1_acc: 0.0013, top5_acc: 0.0073, loss_cls: 6.5784, loss: 6.5784, grad_norm: 2.4079 2020-09-30 20:05:19,924 - mmaction - INFO - Epoch [1][40/2825] lr: 7.500e-03, eta: 5 days, 8:21:51, time: 1.066, data_time: 0.040, memory: 8353, top1_acc: 0.0057, top5_acc: 0.0185, loss_cls: 6.5100, loss: 6.5100, grad_norm: 2.3991 2020-09-30 20:05:41,633 - mmaction - INFO - Epoch [1][60/2825] lr: 7.500e-03, eta: 4 days, 17:58:16, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.0109, top5_acc: 0.0341, loss_cls: 6.4405, loss: 6.4405, grad_norm: 2.4467 2020-09-30 20:06:01,631 - mmaction - INFO - Epoch [1][80/2825] lr: 7.500e-03, eta: 4 days, 9:05:46, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.0148, top5_acc: 0.0505, loss_cls: 6.3516, loss: 6.3516, grad_norm: 2.5015 2020-09-30 20:06:22,451 - mmaction - INFO - Epoch [1][100/2825] lr: 7.500e-03, eta: 4 days, 4:23:11, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.0211, top5_acc: 0.0695, loss_cls: 6.2232, loss: 6.2232, grad_norm: 2.6014 2020-09-30 20:06:43,708 - mmaction - INFO - Epoch [1][120/2825] lr: 7.500e-03, eta: 4 days, 1:32:46, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.0247, top5_acc: 0.0815, loss_cls: 6.0884, loss: 6.0884, grad_norm: 2.6894 2020-09-30 20:07:04,442 - mmaction - INFO - Epoch [1][140/2825] lr: 7.500e-03, eta: 3 days, 23:12:37, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.0326, top5_acc: 0.1049, loss_cls: 5.9375, loss: 5.9375, grad_norm: 2.7609 2020-09-30 20:07:24,267 - mmaction - INFO - Epoch [1][160/2825] lr: 7.500e-03, eta: 3 days, 21:01:41, time: 0.992, data_time: 0.003, memory: 8353, top1_acc: 0.0375, top5_acc: 0.1128, loss_cls: 5.8062, loss: 5.8062, grad_norm: 2.8131 2020-09-30 20:07:45,198 - mmaction - INFO - Epoch [1][180/2825] lr: 7.500e-03, eta: 3 days, 19:48:01, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.0451, top5_acc: 0.1318, loss_cls: 5.7079, loss: 5.7079, grad_norm: 2.8854 2020-09-30 20:08:05,854 - mmaction - INFO - Epoch [1][200/2825] lr: 7.500e-03, eta: 3 days, 18:43:05, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.0518, top5_acc: 0.1526, loss_cls: 5.5724, loss: 5.5724, grad_norm: 2.9229 2020-09-30 20:08:27,038 - mmaction - INFO - Epoch [1][220/2825] lr: 7.500e-03, eta: 3 days, 18:01:06, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.0563, top5_acc: 0.1578, loss_cls: 5.4989, loss: 5.4989, grad_norm: 2.9618 2020-09-30 20:08:47,624 - mmaction - INFO - Epoch [1][240/2825] lr: 7.500e-03, eta: 3 days, 17:14:13, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.0599, top5_acc: 0.1753, loss_cls: 5.3941, loss: 5.3941, grad_norm: 2.9859 2020-09-30 20:09:07,743 - mmaction - INFO - Epoch [1][260/2825] lr: 7.500e-03, eta: 3 days, 16:26:01, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.0680, top5_acc: 0.1940, loss_cls: 5.3015, loss: 5.3015, grad_norm: 3.0293 2020-09-30 20:09:28,008 - mmaction - INFO - Epoch [1][280/2825] lr: 7.500e-03, eta: 3 days, 15:47:07, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.0753, top5_acc: 0.2078, loss_cls: 5.2149, loss: 5.2149, grad_norm: 3.0646 2020-09-30 20:09:49,282 - mmaction - INFO - Epoch [1][300/2825] lr: 7.500e-03, eta: 3 days, 15:29:12, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.0768, top5_acc: 0.2193, loss_cls: 5.1631, loss: 5.1631, grad_norm: 3.0803 2020-09-30 20:10:10,342 - mmaction - INFO - Epoch [1][320/2825] lr: 7.500e-03, eta: 3 days, 15:09:58, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.0857, top5_acc: 0.2333, loss_cls: 5.0805, loss: 5.0805, grad_norm: 3.1099 2020-09-30 20:10:30,356 - mmaction - INFO - Epoch [1][340/2825] lr: 7.500e-03, eta: 3 days, 14:38:44, time: 1.001, data_time: 0.003, memory: 8353, top1_acc: 0.0977, top5_acc: 0.2560, loss_cls: 5.0204, loss: 5.0204, grad_norm: 3.1227 2020-09-30 20:10:50,491 - mmaction - INFO - Epoch [1][360/2825] lr: 7.500e-03, eta: 3 days, 14:12:32, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.0844, top5_acc: 0.2531, loss_cls: 4.9490, loss: 4.9490, grad_norm: 3.1635 2020-09-30 20:11:11,773 - mmaction - INFO - Epoch [1][380/2825] lr: 7.500e-03, eta: 3 days, 14:03:36, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.0956, top5_acc: 0.2656, loss_cls: 4.8892, loss: 4.8892, grad_norm: 3.1787 2020-09-30 20:11:31,753 - mmaction - INFO - Epoch [1][400/2825] lr: 7.500e-03, eta: 3 days, 13:39:49, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.1190, top5_acc: 0.3018, loss_cls: 4.7836, loss: 4.7836, grad_norm: 3.2333 2020-09-30 20:11:53,252 - mmaction - INFO - Epoch [1][420/2825] lr: 7.500e-03, eta: 3 days, 13:35:17, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.1143, top5_acc: 0.2841, loss_cls: 4.7622, loss: 4.7622, grad_norm: 3.2557 2020-09-30 20:12:13,658 - mmaction - INFO - Epoch [1][440/2825] lr: 7.500e-03, eta: 3 days, 13:19:36, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.1174, top5_acc: 0.2927, loss_cls: 4.7290, loss: 4.7290, grad_norm: 3.2720 2020-09-30 20:12:34,757 - mmaction - INFO - Epoch [1][460/2825] lr: 7.500e-03, eta: 3 days, 13:12:18, time: 1.055, data_time: 0.003, memory: 8353, top1_acc: 0.1195, top5_acc: 0.2977, loss_cls: 4.6867, loss: 4.6867, grad_norm: 3.2978 2020-09-30 20:12:54,940 - mmaction - INFO - Epoch [1][480/2825] lr: 7.500e-03, eta: 3 days, 12:56:37, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.1237, top5_acc: 0.3120, loss_cls: 4.6336, loss: 4.6336, grad_norm: 3.3132 2020-09-30 20:13:15,569 - mmaction - INFO - Epoch [1][500/2825] lr: 7.500e-03, eta: 3 days, 12:46:18, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.1164, top5_acc: 0.3169, loss_cls: 4.5901, loss: 4.5901, grad_norm: 3.3402 2020-09-30 20:13:37,174 - mmaction - INFO - Epoch [1][520/2825] lr: 7.500e-03, eta: 3 days, 12:45:38, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.1367, top5_acc: 0.3214, loss_cls: 4.5838, loss: 4.5838, grad_norm: 3.3601 2020-09-30 20:13:56,613 - mmaction - INFO - Epoch [1][540/2825] lr: 7.500e-03, eta: 3 days, 12:25:52, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.1323, top5_acc: 0.3268, loss_cls: 4.5265, loss: 4.5265, grad_norm: 3.3863 2020-09-30 20:14:17,408 - mmaction - INFO - Epoch [1][560/2825] lr: 7.500e-03, eta: 3 days, 12:19:21, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.1359, top5_acc: 0.3286, loss_cls: 4.5195, loss: 4.5195, grad_norm: 3.3866 2020-09-30 20:14:37,839 - mmaction - INFO - Epoch [1][580/2825] lr: 7.500e-03, eta: 3 days, 12:09:51, time: 1.020, data_time: 0.189, memory: 8353, top1_acc: 0.1500, top5_acc: 0.3539, loss_cls: 4.4379, loss: 4.4379, grad_norm: 3.4125 2020-09-30 20:14:58,504 - mmaction - INFO - Epoch [1][600/2825] lr: 7.500e-03, eta: 3 days, 12:03:07, time: 1.034, data_time: 0.418, memory: 8353, top1_acc: 0.1445, top5_acc: 0.3526, loss_cls: 4.4413, loss: 4.4413, grad_norm: 3.4531 2020-09-30 20:15:20,046 - mmaction - INFO - Epoch [1][620/2825] lr: 7.500e-03, eta: 3 days, 12:03:19, time: 1.077, data_time: 0.464, memory: 8353, top1_acc: 0.1544, top5_acc: 0.3586, loss_cls: 4.3971, loss: 4.3971, grad_norm: 3.4660 2020-09-30 20:15:40,139 - mmaction - INFO - Epoch [1][640/2825] lr: 7.500e-03, eta: 3 days, 11:52:43, time: 1.004, data_time: 0.336, memory: 8353, top1_acc: 0.1458, top5_acc: 0.3557, loss_cls: 4.3847, loss: 4.3847, grad_norm: 3.5065 2020-09-30 20:16:01,268 - mmaction - INFO - Epoch [1][660/2825] lr: 7.500e-03, eta: 3 days, 11:50:14, time: 1.056, data_time: 0.153, memory: 8353, top1_acc: 0.1654, top5_acc: 0.3659, loss_cls: 4.3590, loss: 4.3590, grad_norm: 3.5089 2020-09-30 20:16:21,774 - mmaction - INFO - Epoch [1][680/2825] lr: 7.500e-03, eta: 3 days, 11:43:39, time: 1.026, data_time: 0.004, memory: 8353, top1_acc: 0.1656, top5_acc: 0.3620, loss_cls: 4.3122, loss: 4.3122, grad_norm: 3.5278 2020-09-30 20:16:44,180 - mmaction - INFO - Epoch [1][700/2825] lr: 7.500e-03, eta: 3 days, 11:50:06, time: 1.120, data_time: 0.002, memory: 8353, top1_acc: 0.1773, top5_acc: 0.3823, loss_cls: 4.2629, loss: 4.2629, grad_norm: 3.5289 2020-09-30 20:17:04,482 - mmaction - INFO - Epoch [1][720/2825] lr: 7.500e-03, eta: 3 days, 11:42:33, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.1703, top5_acc: 0.3823, loss_cls: 4.2620, loss: 4.2620, grad_norm: 3.5568 2020-09-30 20:17:24,898 - mmaction - INFO - Epoch [1][740/2825] lr: 7.500e-03, eta: 3 days, 11:35:58, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.1771, top5_acc: 0.3865, loss_cls: 4.2626, loss: 4.2626, grad_norm: 3.5460 2020-09-30 20:17:46,471 - mmaction - INFO - Epoch [1][760/2825] lr: 7.500e-03, eta: 3 days, 11:36:51, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.1716, top5_acc: 0.3948, loss_cls: 4.2276, loss: 4.2276, grad_norm: 3.6162 2020-09-30 20:18:06,574 - mmaction - INFO - Epoch [1][780/2825] lr: 7.500e-03, eta: 3 days, 11:28:58, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.1734, top5_acc: 0.3906, loss_cls: 4.2326, loss: 4.2326, grad_norm: 3.6290 2020-09-30 20:18:26,529 - mmaction - INFO - Epoch [1][800/2825] lr: 7.500e-03, eta: 3 days, 11:20:32, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.1732, top5_acc: 0.4029, loss_cls: 4.1808, loss: 4.1808, grad_norm: 3.6335 2020-09-30 20:18:47,385 - mmaction - INFO - Epoch [1][820/2825] lr: 7.500e-03, eta: 3 days, 11:17:31, time: 1.042, data_time: 0.023, memory: 8353, top1_acc: 0.1875, top5_acc: 0.4003, loss_cls: 4.1476, loss: 4.1476, grad_norm: 3.6335 2020-09-30 20:19:09,712 - mmaction - INFO - Epoch [1][840/2825] lr: 7.500e-03, eta: 3 days, 11:22:59, time: 1.117, data_time: 0.102, memory: 8353, top1_acc: 0.1865, top5_acc: 0.3997, loss_cls: 4.1510, loss: 4.1510, grad_norm: 3.6477 2020-09-30 20:19:29,722 - mmaction - INFO - Epoch [1][860/2825] lr: 7.500e-03, eta: 3 days, 11:15:25, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.1919, top5_acc: 0.4120, loss_cls: 4.0871, loss: 4.0871, grad_norm: 3.6775 2020-09-30 20:19:50,188 - mmaction - INFO - Epoch [1][880/2825] lr: 7.500e-03, eta: 3 days, 11:10:47, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.2008, top5_acc: 0.4315, loss_cls: 4.0308, loss: 4.0308, grad_norm: 3.6651 2020-09-30 20:20:10,733 - mmaction - INFO - Epoch [1][900/2825] lr: 7.500e-03, eta: 3 days, 11:06:41, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.1951, top5_acc: 0.4109, loss_cls: 4.1004, loss: 4.1004, grad_norm: 3.7342 2020-09-30 20:20:30,723 - mmaction - INFO - Epoch [1][920/2825] lr: 7.500e-03, eta: 3 days, 10:59:56, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.1995, top5_acc: 0.4216, loss_cls: 4.0838, loss: 4.0838, grad_norm: 3.7119 2020-09-30 20:20:52,885 - mmaction - INFO - Epoch [1][940/2825] lr: 7.500e-03, eta: 3 days, 11:04:14, time: 1.108, data_time: 0.001, memory: 8353, top1_acc: 0.1943, top5_acc: 0.4167, loss_cls: 4.0676, loss: 4.0676, grad_norm: 3.7485 2020-09-30 20:21:13,360 - mmaction - INFO - Epoch [1][960/2825] lr: 7.500e-03, eta: 3 days, 11:00:04, time: 1.023, data_time: 0.014, memory: 8353, top1_acc: 0.1974, top5_acc: 0.4359, loss_cls: 3.9954, loss: 3.9954, grad_norm: 3.7494 2020-09-30 20:21:33,319 - mmaction - INFO - Epoch [1][980/2825] lr: 7.500e-03, eta: 3 days, 10:53:41, time: 0.998, data_time: 0.112, memory: 8353, top1_acc: 0.2068, top5_acc: 0.4258, loss_cls: 4.0185, loss: 4.0185, grad_norm: 3.7716 2020-09-30 20:21:54,188 - mmaction - INFO - Epoch [1][1000/2825] lr: 7.500e-03, eta: 3 days, 10:51:47, time: 1.044, data_time: 0.066, memory: 8353, top1_acc: 0.2013, top5_acc: 0.4333, loss_cls: 3.9993, loss: 3.9993, grad_norm: 3.7619 2020-09-30 20:22:15,567 - mmaction - INFO - Epoch [1][1020/2825] lr: 7.500e-03, eta: 3 days, 10:52:15, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.2190, top5_acc: 0.4497, loss_cls: 3.9551, loss: 3.9551, grad_norm: 3.7979 2020-09-30 20:22:36,616 - mmaction - INFO - Epoch [1][1040/2825] lr: 7.500e-03, eta: 3 days, 10:51:13, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.2052, top5_acc: 0.4469, loss_cls: 3.9727, loss: 3.9727, grad_norm: 3.8021 2020-09-30 20:22:55,600 - mmaction - INFO - Epoch [1][1060/2825] lr: 7.500e-03, eta: 3 days, 10:41:08, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.2164, top5_acc: 0.4495, loss_cls: 3.9576, loss: 3.9576, grad_norm: 3.8155 2020-09-30 20:23:16,821 - mmaction - INFO - Epoch [1][1080/2825] lr: 7.500e-03, eta: 3 days, 10:41:01, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.2138, top5_acc: 0.4612, loss_cls: 3.8807, loss: 3.8807, grad_norm: 3.8410 2020-09-30 20:23:38,165 - mmaction - INFO - Epoch [1][1100/2825] lr: 7.500e-03, eta: 3 days, 10:41:31, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.2143, top5_acc: 0.4443, loss_cls: 3.9156, loss: 3.9156, grad_norm: 3.8256 2020-09-30 20:23:58,436 - mmaction - INFO - Epoch [1][1120/2825] lr: 7.500e-03, eta: 3 days, 10:37:23, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.2188, top5_acc: 0.4576, loss_cls: 3.8888, loss: 3.8888, grad_norm: 3.8523 2020-09-30 20:24:20,127 - mmaction - INFO - Epoch [1][1140/2825] lr: 7.500e-03, eta: 3 days, 10:39:20, time: 1.085, data_time: 0.003, memory: 8353, top1_acc: 0.2154, top5_acc: 0.4435, loss_cls: 3.9053, loss: 3.9053, grad_norm: 3.8558 2020-09-30 20:24:39,708 - mmaction - INFO - Epoch [1][1160/2825] lr: 7.500e-03, eta: 3 days, 10:32:41, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.2130, top5_acc: 0.4414, loss_cls: 3.8908, loss: 3.8908, grad_norm: 3.9115 2020-09-30 20:25:00,505 - mmaction - INFO - Epoch [1][1180/2825] lr: 7.500e-03, eta: 3 days, 10:31:00, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.2266, top5_acc: 0.4576, loss_cls: 3.8841, loss: 3.8841, grad_norm: 3.9145 2020-09-30 20:25:21,466 - mmaction - INFO - Epoch [1][1200/2825] lr: 7.500e-03, eta: 3 days, 10:29:59, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.2341, top5_acc: 0.4643, loss_cls: 3.8042, loss: 3.8042, grad_norm: 3.8911 2020-09-30 20:25:43,102 - mmaction - INFO - Epoch [1][1220/2825] lr: 7.500e-03, eta: 3 days, 10:31:32, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.2289, top5_acc: 0.4799, loss_cls: 3.7861, loss: 3.7861, grad_norm: 3.9672 2020-09-30 20:26:02,885 - mmaction - INFO - Epoch [1][1240/2825] lr: 7.500e-03, eta: 3 days, 10:26:15, time: 0.991, data_time: 0.004, memory: 8353, top1_acc: 0.2242, top5_acc: 0.4505, loss_cls: 3.8388, loss: 3.8388, grad_norm: 3.9824 2020-09-30 20:26:22,675 - mmaction - INFO - Epoch [1][1260/2825] lr: 7.500e-03, eta: 3 days, 10:21:03, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.2224, top5_acc: 0.4609, loss_cls: 3.8375, loss: 3.8375, grad_norm: 3.9571 2020-09-30 20:26:44,258 - mmaction - INFO - Epoch [1][1280/2825] lr: 7.500e-03, eta: 3 days, 10:22:32, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.2372, top5_acc: 0.4807, loss_cls: 3.7341, loss: 3.7341, grad_norm: 3.9688 2020-09-30 20:27:04,830 - mmaction - INFO - Epoch [1][1300/2825] lr: 7.500e-03, eta: 3 days, 10:20:07, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.2359, top5_acc: 0.4797, loss_cls: 3.7562, loss: 3.7562, grad_norm: 3.9293 2020-09-30 20:27:26,098 - mmaction - INFO - Epoch [1][1320/2825] lr: 7.500e-03, eta: 3 days, 10:20:31, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.2286, top5_acc: 0.4648, loss_cls: 3.8128, loss: 3.8128, grad_norm: 3.9962 2020-09-30 20:27:47,275 - mmaction - INFO - Epoch [1][1340/2825] lr: 7.500e-03, eta: 3 days, 10:20:33, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.2299, top5_acc: 0.4708, loss_cls: 3.7876, loss: 3.7876, grad_norm: 4.0533 2020-09-30 20:28:07,689 - mmaction - INFO - Epoch [1][1360/2825] lr: 7.500e-03, eta: 3 days, 10:17:51, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.2273, top5_acc: 0.4654, loss_cls: 3.8112, loss: 3.8112, grad_norm: 4.0273 2020-09-30 20:28:28,017 - mmaction - INFO - Epoch [1][1380/2825] lr: 7.500e-03, eta: 3 days, 10:14:58, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.2365, top5_acc: 0.4859, loss_cls: 3.7585, loss: 3.7585, grad_norm: 4.0553 2020-09-30 20:28:47,993 - mmaction - INFO - Epoch [1][1400/2825] lr: 7.500e-03, eta: 3 days, 10:10:58, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.2370, top5_acc: 0.4810, loss_cls: 3.7576, loss: 3.7576, grad_norm: 4.0575 2020-09-30 20:29:09,983 - mmaction - INFO - Epoch [1][1420/2825] lr: 7.500e-03, eta: 3 days, 10:13:43, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.2372, top5_acc: 0.4836, loss_cls: 3.7171, loss: 3.7171, grad_norm: 4.0348 2020-09-30 20:29:30,219 - mmaction - INFO - Epoch [1][1440/2825] lr: 7.500e-03, eta: 3 days, 10:10:39, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.2484, top5_acc: 0.4854, loss_cls: 3.7240, loss: 3.7240, grad_norm: 4.0512 2020-09-30 20:29:52,147 - mmaction - INFO - Epoch [1][1460/2825] lr: 7.500e-03, eta: 3 days, 10:13:03, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.7273, loss: 3.7273, grad_norm: 4.0686 2020-09-30 20:30:13,000 - mmaction - INFO - Epoch [1][1480/2825] lr: 7.500e-03, eta: 3 days, 10:12:04, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.2367, top5_acc: 0.4781, loss_cls: 3.7418, loss: 3.7418, grad_norm: 4.0957 2020-09-30 20:30:33,618 - mmaction - INFO - Epoch [1][1500/2825] lr: 7.500e-03, eta: 3 days, 10:10:23, time: 1.032, data_time: 0.014, memory: 8353, top1_acc: 0.2370, top5_acc: 0.4867, loss_cls: 3.7010, loss: 3.7010, grad_norm: 4.0562 2020-09-30 20:30:53,415 - mmaction - INFO - Epoch [1][1520/2825] lr: 7.500e-03, eta: 3 days, 10:06:10, time: 0.990, data_time: 0.147, memory: 8353, top1_acc: 0.2422, top5_acc: 0.4802, loss_cls: 3.7051, loss: 3.7051, grad_norm: 4.0600 2020-09-30 20:31:14,480 - mmaction - INFO - Epoch [1][1540/2825] lr: 7.500e-03, eta: 3 days, 10:05:56, time: 1.054, data_time: 0.013, memory: 8353, top1_acc: 0.2458, top5_acc: 0.4745, loss_cls: 3.7431, loss: 3.7431, grad_norm: 4.1113 2020-09-30 20:31:35,623 - mmaction - INFO - Epoch [1][1560/2825] lr: 7.500e-03, eta: 3 days, 10:05:50, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.2365, top5_acc: 0.4852, loss_cls: 3.6870, loss: 3.6870, grad_norm: 4.1628 2020-09-30 20:31:55,019 - mmaction - INFO - Epoch [1][1580/2825] lr: 7.500e-03, eta: 3 days, 10:00:40, time: 0.971, data_time: 0.058, memory: 8353, top1_acc: 0.2443, top5_acc: 0.4898, loss_cls: 3.6877, loss: 3.6877, grad_norm: 4.1144 2020-09-30 20:32:16,468 - mmaction - INFO - Epoch [1][1600/2825] lr: 7.500e-03, eta: 3 days, 10:01:31, time: 1.072, data_time: 0.256, memory: 8353, top1_acc: 0.2500, top5_acc: 0.5008, loss_cls: 3.6511, loss: 3.6511, grad_norm: 4.1177 2020-09-30 20:32:38,614 - mmaction - INFO - Epoch [1][1620/2825] lr: 7.500e-03, eta: 3 days, 10:04:24, time: 1.107, data_time: 0.237, memory: 8353, top1_acc: 0.2523, top5_acc: 0.4862, loss_cls: 3.6453, loss: 3.6453, grad_norm: 4.1581 2020-09-30 20:32:58,664 - mmaction - INFO - Epoch [1][1640/2825] lr: 7.500e-03, eta: 3 days, 10:01:13, time: 1.002, data_time: 0.184, memory: 8353, top1_acc: 0.2560, top5_acc: 0.5042, loss_cls: 3.6022, loss: 3.6022, grad_norm: 4.1351 2020-09-30 20:33:19,884 - mmaction - INFO - Epoch [1][1660/2825] lr: 7.500e-03, eta: 3 days, 10:01:24, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.2576, top5_acc: 0.5070, loss_cls: 3.6096, loss: 3.6096, grad_norm: 4.1872 2020-09-30 20:33:39,633 - mmaction - INFO - Epoch [1][1680/2825] lr: 7.500e-03, eta: 3 days, 9:57:32, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.2589, top5_acc: 0.4992, loss_cls: 3.6279, loss: 3.6279, grad_norm: 4.1677 2020-09-30 20:34:00,057 - mmaction - INFO - Epoch [1][1700/2825] lr: 7.500e-03, eta: 3 days, 9:55:34, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.2776, top5_acc: 0.5128, loss_cls: 3.5717, loss: 3.5717, grad_norm: 4.2176 2020-09-30 20:34:21,690 - mmaction - INFO - Epoch [1][1720/2825] lr: 7.500e-03, eta: 3 days, 9:56:53, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.2531, top5_acc: 0.4961, loss_cls: 3.6745, loss: 3.6745, grad_norm: 4.2151 2020-09-30 20:34:41,385 - mmaction - INFO - Epoch [1][1740/2825] lr: 7.500e-03, eta: 3 days, 9:52:59, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.2714, top5_acc: 0.5029, loss_cls: 3.6233, loss: 3.6233, grad_norm: 4.2033 2020-09-30 20:35:02,274 - mmaction - INFO - Epoch [1][1760/2825] lr: 7.500e-03, eta: 3 days, 9:52:20, time: 1.044, data_time: 0.014, memory: 8353, top1_acc: 0.2544, top5_acc: 0.5005, loss_cls: 3.6314, loss: 3.6314, grad_norm: 4.2722 2020-09-30 20:35:23,699 - mmaction - INFO - Epoch [1][1780/2825] lr: 7.500e-03, eta: 3 days, 9:53:09, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.2745, top5_acc: 0.5109, loss_cls: 3.5676, loss: 3.5676, grad_norm: 4.1838 2020-09-30 20:35:43,456 - mmaction - INFO - Epoch [1][1800/2825] lr: 7.500e-03, eta: 3 days, 9:49:32, time: 0.987, data_time: 0.012, memory: 8353, top1_acc: 0.2648, top5_acc: 0.5227, loss_cls: 3.5298, loss: 3.5298, grad_norm: 4.2057 2020-09-30 20:36:04,293 - mmaction - INFO - Epoch [1][1820/2825] lr: 7.500e-03, eta: 3 days, 9:48:48, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.2589, top5_acc: 0.5063, loss_cls: 3.6091, loss: 3.6091, grad_norm: 4.2636 2020-09-30 20:36:25,156 - mmaction - INFO - Epoch [1][1840/2825] lr: 7.500e-03, eta: 3 days, 9:48:08, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.2690, top5_acc: 0.5078, loss_cls: 3.5733, loss: 3.5733, grad_norm: 4.2352 2020-09-30 20:36:45,643 - mmaction - INFO - Epoch [1][1860/2825] lr: 7.500e-03, eta: 3 days, 9:46:33, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.2677, top5_acc: 0.5031, loss_cls: 3.5907, loss: 3.5907, grad_norm: 4.2132 2020-09-30 20:37:05,971 - mmaction - INFO - Epoch [1][1880/2825] lr: 7.500e-03, eta: 3 days, 9:44:34, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.2711, top5_acc: 0.5096, loss_cls: 3.5372, loss: 3.5372, grad_norm: 4.1883 2020-09-30 20:37:26,803 - mmaction - INFO - Epoch [1][1900/2825] lr: 7.500e-03, eta: 3 days, 9:43:53, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.2495, top5_acc: 0.4997, loss_cls: 3.6164, loss: 3.6164, grad_norm: 4.3244 2020-09-30 20:37:47,556 - mmaction - INFO - Epoch [1][1920/2825] lr: 7.500e-03, eta: 3 days, 9:43:00, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.2646, top5_acc: 0.5112, loss_cls: 3.5809, loss: 3.5809, grad_norm: 4.2417 2020-09-30 20:38:08,211 - mmaction - INFO - Epoch [1][1940/2825] lr: 7.500e-03, eta: 3 days, 9:41:53, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.2737, top5_acc: 0.5271, loss_cls: 3.4982, loss: 3.4982, grad_norm: 4.2847 2020-09-30 20:38:29,232 - mmaction - INFO - Epoch [1][1960/2825] lr: 7.500e-03, eta: 3 days, 9:41:38, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.2786, top5_acc: 0.5229, loss_cls: 3.5159, loss: 3.5159, grad_norm: 4.2424 2020-09-30 20:38:50,759 - mmaction - INFO - Epoch [1][1980/2825] lr: 7.500e-03, eta: 3 days, 9:42:37, time: 1.077, data_time: 0.003, memory: 8353, top1_acc: 0.2831, top5_acc: 0.5286, loss_cls: 3.4692, loss: 3.4692, grad_norm: 4.2710 2020-09-30 20:39:11,128 - mmaction - INFO - Epoch [1][2000/2825] lr: 7.500e-03, eta: 3 days, 9:40:53, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.2607, top5_acc: 0.5057, loss_cls: 3.5598, loss: 3.5598, grad_norm: 4.2898 2020-09-30 20:39:32,722 - mmaction - INFO - Epoch [1][2020/2825] lr: 7.500e-03, eta: 3 days, 9:41:57, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.2846, top5_acc: 0.5273, loss_cls: 3.4920, loss: 3.4920, grad_norm: 4.2954 2020-09-30 20:39:52,016 - mmaction - INFO - Epoch [1][2040/2825] lr: 7.500e-03, eta: 3 days, 9:37:46, time: 0.965, data_time: 0.003, memory: 8353, top1_acc: 0.2732, top5_acc: 0.5214, loss_cls: 3.4598, loss: 3.4598, grad_norm: 4.2872 2020-09-30 20:40:14,465 - mmaction - INFO - Epoch [1][2060/2825] lr: 7.500e-03, eta: 3 days, 9:40:51, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.2745, top5_acc: 0.5143, loss_cls: 3.5118, loss: 3.5118, grad_norm: 4.2924 2020-09-30 20:40:34,513 - mmaction - INFO - Epoch [1][2080/2825] lr: 7.500e-03, eta: 3 days, 9:38:25, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.2682, top5_acc: 0.4992, loss_cls: 3.5687, loss: 3.5687, grad_norm: 4.3591 2020-09-30 20:40:55,166 - mmaction - INFO - Epoch [1][2100/2825] lr: 7.500e-03, eta: 3 days, 9:37:21, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.2693, top5_acc: 0.5115, loss_cls: 3.5254, loss: 3.5254, grad_norm: 4.3298 2020-09-30 20:41:14,912 - mmaction - INFO - Epoch [1][2120/2825] lr: 7.500e-03, eta: 3 days, 9:34:21, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.2865, top5_acc: 0.5437, loss_cls: 3.4496, loss: 3.4496, grad_norm: 4.4008 2020-09-30 20:41:35,712 - mmaction - INFO - Epoch [1][2140/2825] lr: 7.500e-03, eta: 3 days, 9:33:38, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.2815, top5_acc: 0.5349, loss_cls: 3.4469, loss: 3.4469, grad_norm: 4.3528 2020-09-30 20:41:56,909 - mmaction - INFO - Epoch [1][2160/2825] lr: 7.500e-03, eta: 3 days, 9:33:54, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.2799, top5_acc: 0.5331, loss_cls: 3.4456, loss: 3.4456, grad_norm: 4.3927 2020-09-30 20:42:18,720 - mmaction - INFO - Epoch [1][2180/2825] lr: 7.500e-03, eta: 3 days, 9:35:21, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.2883, top5_acc: 0.5232, loss_cls: 3.4864, loss: 3.4864, grad_norm: 4.3742 2020-09-30 20:42:37,919 - mmaction - INFO - Epoch [1][2200/2825] lr: 7.500e-03, eta: 3 days, 9:31:14, time: 0.959, data_time: 0.002, memory: 8353, top1_acc: 0.2685, top5_acc: 0.5198, loss_cls: 3.5312, loss: 3.5312, grad_norm: 4.3739 2020-09-30 20:42:59,344 - mmaction - INFO - Epoch [1][2220/2825] lr: 7.500e-03, eta: 3 days, 9:31:57, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.2813, top5_acc: 0.5245, loss_cls: 3.5131, loss: 3.5131, grad_norm: 4.3345 2020-09-30 20:43:20,501 - mmaction - INFO - Epoch [1][2240/2825] lr: 7.500e-03, eta: 3 days, 9:32:04, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.2893, top5_acc: 0.5312, loss_cls: 3.4649, loss: 3.4649, grad_norm: 4.4219 2020-09-30 20:43:40,094 - mmaction - INFO - Epoch [1][2260/2825] lr: 7.500e-03, eta: 3 days, 9:28:52, time: 0.978, data_time: 0.054, memory: 8353, top1_acc: 0.2859, top5_acc: 0.5346, loss_cls: 3.4495, loss: 3.4495, grad_norm: 4.3508 2020-09-30 20:44:01,852 - mmaction - INFO - Epoch [1][2280/2825] lr: 7.500e-03, eta: 3 days, 9:30:15, time: 1.089, data_time: 0.122, memory: 8353, top1_acc: 0.2807, top5_acc: 0.5247, loss_cls: 3.4688, loss: 3.4688, grad_norm: 4.4564 2020-09-30 20:44:22,153 - mmaction - INFO - Epoch [1][2300/2825] lr: 7.500e-03, eta: 3 days, 9:28:35, time: 1.015, data_time: 0.210, memory: 8353, top1_acc: 0.2940, top5_acc: 0.5411, loss_cls: 3.4300, loss: 3.4300, grad_norm: 4.3783 2020-09-30 20:44:43,170 - mmaction - INFO - Epoch [1][2320/2825] lr: 7.500e-03, eta: 3 days, 9:28:23, time: 1.051, data_time: 0.349, memory: 8353, top1_acc: 0.2870, top5_acc: 0.5424, loss_cls: 3.4081, loss: 3.4081, grad_norm: 4.3917 2020-09-30 20:45:03,583 - mmaction - INFO - Epoch [1][2340/2825] lr: 7.500e-03, eta: 3 days, 9:26:59, time: 1.020, data_time: 0.085, memory: 8353, top1_acc: 0.2927, top5_acc: 0.5435, loss_cls: 3.4230, loss: 3.4230, grad_norm: 4.4252 2020-09-30 20:45:25,112 - mmaction - INFO - Epoch [1][2360/2825] lr: 7.500e-03, eta: 3 days, 9:27:50, time: 1.077, data_time: 0.015, memory: 8353, top1_acc: 0.2859, top5_acc: 0.5250, loss_cls: 3.4756, loss: 3.4756, grad_norm: 4.4196 2020-09-30 20:45:43,885 - mmaction - INFO - Epoch [1][2380/2825] lr: 7.500e-03, eta: 3 days, 9:23:12, time: 0.937, data_time: 0.001, memory: 8353, top1_acc: 0.2792, top5_acc: 0.5302, loss_cls: 3.4715, loss: 3.4715, grad_norm: 4.3992 2020-09-30 20:46:05,169 - mmaction - INFO - Epoch [1][2400/2825] lr: 7.500e-03, eta: 3 days, 9:23:36, time: 1.065, data_time: 0.145, memory: 8353, top1_acc: 0.2807, top5_acc: 0.5279, loss_cls: 3.4550, loss: 3.4550, grad_norm: 4.4566 2020-09-30 20:46:26,065 - mmaction - INFO - Epoch [1][2420/2825] lr: 7.500e-03, eta: 3 days, 9:23:12, time: 1.045, data_time: 0.188, memory: 8353, top1_acc: 0.2799, top5_acc: 0.5357, loss_cls: 3.3988, loss: 3.3988, grad_norm: 4.4369 2020-09-30 20:46:47,303 - mmaction - INFO - Epoch [1][2440/2825] lr: 7.500e-03, eta: 3 days, 9:23:26, time: 1.061, data_time: 0.006, memory: 8353, top1_acc: 0.2799, top5_acc: 0.5365, loss_cls: 3.4005, loss: 3.4005, grad_norm: 4.4045 2020-09-30 20:47:06,726 - mmaction - INFO - Epoch [1][2460/2825] lr: 7.500e-03, eta: 3 days, 9:20:16, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.2768, top5_acc: 0.5310, loss_cls: 3.4414, loss: 3.4414, grad_norm: 4.4138 2020-09-30 20:47:27,355 - mmaction - INFO - Epoch [1][2480/2825] lr: 7.500e-03, eta: 3 days, 9:19:22, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.2818, top5_acc: 0.5448, loss_cls: 3.4155, loss: 3.4155, grad_norm: 4.5408 2020-09-30 20:47:48,329 - mmaction - INFO - Epoch [1][2500/2825] lr: 7.500e-03, eta: 3 days, 9:19:08, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.3036, top5_acc: 0.5474, loss_cls: 3.3866, loss: 3.3866, grad_norm: 4.3733 2020-09-30 20:48:08,408 - mmaction - INFO - Epoch [1][2520/2825] lr: 7.500e-03, eta: 3 days, 9:17:14, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.2990, top5_acc: 0.5414, loss_cls: 3.3803, loss: 3.3803, grad_norm: 4.4231 2020-09-30 20:48:28,984 - mmaction - INFO - Epoch [1][2540/2825] lr: 7.500e-03, eta: 3 days, 9:16:19, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.2911, top5_acc: 0.5539, loss_cls: 3.3580, loss: 3.3580, grad_norm: 4.4284 2020-09-30 20:48:49,272 - mmaction - INFO - Epoch [1][2560/2825] lr: 7.500e-03, eta: 3 days, 9:14:51, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.2896, top5_acc: 0.5490, loss_cls: 3.4068, loss: 3.4068, grad_norm: 4.4889 2020-09-30 20:49:10,398 - mmaction - INFO - Epoch [1][2580/2825] lr: 7.500e-03, eta: 3 days, 9:14:52, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.2914, top5_acc: 0.5487, loss_cls: 3.3765, loss: 3.3765, grad_norm: 4.4717 2020-09-30 20:49:31,442 - mmaction - INFO - Epoch [1][2600/2825] lr: 7.500e-03, eta: 3 days, 9:14:49, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.2932, top5_acc: 0.5503, loss_cls: 3.3481, loss: 3.3481, grad_norm: 4.4667 2020-09-30 20:49:52,989 - mmaction - INFO - Epoch [1][2620/2825] lr: 7.500e-03, eta: 3 days, 9:15:37, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.3013, top5_acc: 0.5495, loss_cls: 3.3453, loss: 3.3453, grad_norm: 4.4219 2020-09-30 20:50:12,830 - mmaction - INFO - Epoch [1][2640/2825] lr: 7.500e-03, eta: 3 days, 9:13:22, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.2935, top5_acc: 0.5409, loss_cls: 3.4137, loss: 3.4137, grad_norm: 4.4879 2020-09-30 20:50:33,463 - mmaction - INFO - Epoch [1][2660/2825] lr: 7.500e-03, eta: 3 days, 9:12:36, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.2828, top5_acc: 0.5292, loss_cls: 3.4480, loss: 3.4480, grad_norm: 4.5209 2020-09-30 20:50:54,554 - mmaction - INFO - Epoch [1][2680/2825] lr: 7.500e-03, eta: 3 days, 9:12:35, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.2841, top5_acc: 0.5292, loss_cls: 3.4479, loss: 3.4479, grad_norm: 4.5686 2020-09-30 20:51:15,558 - mmaction - INFO - Epoch [1][2700/2825] lr: 7.500e-03, eta: 3 days, 9:12:24, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.2927, top5_acc: 0.5492, loss_cls: 3.3733, loss: 3.3733, grad_norm: 4.5401 2020-09-30 20:51:36,112 - mmaction - INFO - Epoch [1][2720/2825] lr: 7.500e-03, eta: 3 days, 9:11:28, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.2932, top5_acc: 0.5448, loss_cls: 3.3929, loss: 3.3929, grad_norm: 4.4887 2020-09-30 20:51:58,165 - mmaction - INFO - Epoch [1][2740/2825] lr: 7.500e-03, eta: 3 days, 9:13:07, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.3023, top5_acc: 0.5604, loss_cls: 3.2984, loss: 3.2984, grad_norm: 4.5167 2020-09-30 20:52:17,585 - mmaction - INFO - Epoch [1][2760/2825] lr: 7.500e-03, eta: 3 days, 9:10:13, time: 0.969, data_time: 0.001, memory: 8353, top1_acc: 0.3029, top5_acc: 0.5565, loss_cls: 3.3723, loss: 3.3723, grad_norm: 4.5046 2020-09-30 20:52:37,958 - mmaction - INFO - Epoch [1][2780/2825] lr: 7.500e-03, eta: 3 days, 9:08:57, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.2969, top5_acc: 0.5484, loss_cls: 3.3787, loss: 3.3787, grad_norm: 4.5200 2020-09-30 20:52:59,157 - mmaction - INFO - Epoch [1][2800/2825] lr: 7.500e-03, eta: 3 days, 9:09:11, time: 1.062, data_time: 0.004, memory: 8353, top1_acc: 0.2964, top5_acc: 0.5495, loss_cls: 3.3834, loss: 3.3834, grad_norm: 4.5740 2020-09-30 20:53:19,092 - mmaction - INFO - Epoch [1][2820/2825] lr: 7.500e-03, eta: 3 days, 9:07:17, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.3052, top5_acc: 0.5589, loss_cls: 3.2829, loss: 3.2829, grad_norm: 4.5046 2020-09-30 20:53:24,175 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-09-30 20:54:10,200 - mmaction - INFO - Epoch [2][20/2825] lr: 7.500e-03, eta: 3 days, 9:38:47, time: 2.280, data_time: 1.409, memory: 8353, top1_acc: 0.3083, top5_acc: 0.5633, loss_cls: 3.3010, loss: 3.3010, grad_norm: 4.5153 2020-09-30 20:54:32,867 - mmaction - INFO - Epoch [2][40/2825] lr: 7.500e-03, eta: 3 days, 9:41:05, time: 1.132, data_time: 0.079, memory: 8353, top1_acc: 0.3099, top5_acc: 0.5581, loss_cls: 3.3004, loss: 3.3004, grad_norm: 4.5120 2020-09-30 20:54:52,430 - mmaction - INFO - Epoch [2][60/2825] lr: 7.500e-03, eta: 3 days, 9:38:23, time: 0.979, data_time: 0.003, memory: 8353, top1_acc: 0.3206, top5_acc: 0.5727, loss_cls: 3.2677, loss: 3.2677, grad_norm: 4.5002 2020-09-30 20:55:13,623 - mmaction - INFO - Epoch [2][80/2825] lr: 7.500e-03, eta: 3 days, 9:38:20, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.3112, top5_acc: 0.5547, loss_cls: 3.3131, loss: 3.3131, grad_norm: 4.5127 2020-09-30 20:55:33,622 - mmaction - INFO - Epoch [2][100/2825] lr: 7.500e-03, eta: 3 days, 9:36:20, time: 1.000, data_time: 0.015, memory: 8353, top1_acc: 0.2969, top5_acc: 0.5549, loss_cls: 3.3172, loss: 3.3172, grad_norm: 4.5329 2020-09-30 20:55:54,202 - mmaction - INFO - Epoch [2][120/2825] lr: 7.500e-03, eta: 3 days, 9:35:17, time: 1.028, data_time: 0.058, memory: 8353, top1_acc: 0.3062, top5_acc: 0.5562, loss_cls: 3.3257, loss: 3.3257, grad_norm: 4.5855 2020-09-30 20:56:15,592 - mmaction - INFO - Epoch [2][140/2825] lr: 7.500e-03, eta: 3 days, 9:35:32, time: 1.070, data_time: 0.078, memory: 8353, top1_acc: 0.3109, top5_acc: 0.5667, loss_cls: 3.2841, loss: 3.2841, grad_norm: 4.5624 2020-09-30 20:56:36,400 - mmaction - INFO - Epoch [2][160/2825] lr: 7.500e-03, eta: 3 days, 9:34:52, time: 1.041, data_time: 0.076, memory: 8353, top1_acc: 0.3034, top5_acc: 0.5732, loss_cls: 3.2617, loss: 3.2617, grad_norm: 4.5657 2020-09-30 20:56:56,435 - mmaction - INFO - Epoch [2][180/2825] lr: 7.500e-03, eta: 3 days, 9:32:58, time: 1.001, data_time: 0.212, memory: 8353, top1_acc: 0.3125, top5_acc: 0.5742, loss_cls: 3.2426, loss: 3.2426, grad_norm: 4.5639 2020-09-30 20:57:16,898 - mmaction - INFO - Epoch [2][200/2825] lr: 7.500e-03, eta: 3 days, 9:31:47, time: 1.023, data_time: 0.185, memory: 8353, top1_acc: 0.3047, top5_acc: 0.5471, loss_cls: 3.3525, loss: 3.3525, grad_norm: 4.6331 2020-09-30 20:57:37,942 - mmaction - INFO - Epoch [2][220/2825] lr: 7.500e-03, eta: 3 days, 9:31:31, time: 1.053, data_time: 0.102, memory: 8353, top1_acc: 0.3143, top5_acc: 0.5656, loss_cls: 3.2640, loss: 3.2640, grad_norm: 4.6010 2020-09-30 20:57:58,745 - mmaction - INFO - Epoch [2][240/2825] lr: 7.500e-03, eta: 3 days, 9:30:51, time: 1.040, data_time: 0.333, memory: 8353, top1_acc: 0.3026, top5_acc: 0.5630, loss_cls: 3.2991, loss: 3.2991, grad_norm: 4.5642 2020-09-30 20:58:18,944 - mmaction - INFO - Epoch [2][260/2825] lr: 7.500e-03, eta: 3 days, 9:29:18, time: 1.010, data_time: 0.317, memory: 8353, top1_acc: 0.3104, top5_acc: 0.5594, loss_cls: 3.2703, loss: 3.2703, grad_norm: 4.6371 2020-09-30 20:58:39,185 - mmaction - INFO - Epoch [2][280/2825] lr: 7.500e-03, eta: 3 days, 9:27:48, time: 1.011, data_time: 0.124, memory: 8353, top1_acc: 0.3099, top5_acc: 0.5729, loss_cls: 3.2222, loss: 3.2222, grad_norm: 4.5582 2020-09-30 20:59:00,877 - mmaction - INFO - Epoch [2][300/2825] lr: 7.500e-03, eta: 3 days, 9:28:28, time: 1.084, data_time: 0.036, memory: 8353, top1_acc: 0.3073, top5_acc: 0.5654, loss_cls: 3.2670, loss: 3.2670, grad_norm: 4.5654 2020-09-30 20:59:21,820 - mmaction - INFO - Epoch [2][320/2825] lr: 7.500e-03, eta: 3 days, 9:28:03, time: 1.048, data_time: 0.058, memory: 8353, top1_acc: 0.3125, top5_acc: 0.5755, loss_cls: 3.2482, loss: 3.2482, grad_norm: 4.6176 2020-09-30 20:59:41,811 - mmaction - INFO - Epoch [2][340/2825] lr: 7.500e-03, eta: 3 days, 9:26:15, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.3065, top5_acc: 0.5701, loss_cls: 3.2635, loss: 3.2635, grad_norm: 4.6647 2020-09-30 21:00:02,849 - mmaction - INFO - Epoch [2][360/2825] lr: 7.500e-03, eta: 3 days, 9:25:57, time: 1.051, data_time: 0.013, memory: 8353, top1_acc: 0.3128, top5_acc: 0.5547, loss_cls: 3.3065, loss: 3.3065, grad_norm: 4.6300 2020-09-30 21:00:26,254 - mmaction - INFO - Epoch [2][380/2825] lr: 7.500e-03, eta: 3 days, 9:29:06, time: 1.170, data_time: 0.003, memory: 8353, top1_acc: 0.3253, top5_acc: 0.5781, loss_cls: 3.2378, loss: 3.2378, grad_norm: 4.6468 2020-09-30 21:00:45,682 - mmaction - INFO - Epoch [2][400/2825] lr: 7.500e-03, eta: 3 days, 9:26:28, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.3081, top5_acc: 0.5646, loss_cls: 3.3022, loss: 3.3022, grad_norm: 4.6228 2020-09-30 21:01:06,939 - mmaction - INFO - Epoch [2][420/2825] lr: 7.500e-03, eta: 3 days, 9:26:31, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.3208, top5_acc: 0.5628, loss_cls: 3.2443, loss: 3.2443, grad_norm: 4.5952 2020-09-30 21:01:28,032 - mmaction - INFO - Epoch [2][440/2825] lr: 7.500e-03, eta: 3 days, 9:26:17, time: 1.054, data_time: 0.240, memory: 8353, top1_acc: 0.3188, top5_acc: 0.5714, loss_cls: 3.2245, loss: 3.2245, grad_norm: 4.5672 2020-09-30 21:01:48,509 - mmaction - INFO - Epoch [2][460/2825] lr: 7.500e-03, eta: 3 days, 9:25:13, time: 1.024, data_time: 0.177, memory: 8353, top1_acc: 0.3177, top5_acc: 0.5745, loss_cls: 3.2337, loss: 3.2337, grad_norm: 4.6410 2020-09-30 21:02:08,306 - mmaction - INFO - Epoch [2][480/2825] lr: 7.500e-03, eta: 3 days, 9:23:09, time: 0.989, data_time: 0.267, memory: 8353, top1_acc: 0.3169, top5_acc: 0.5716, loss_cls: 3.2233, loss: 3.2233, grad_norm: 4.6884 2020-09-30 21:02:29,120 - mmaction - INFO - Epoch [2][500/2825] lr: 7.500e-03, eta: 3 days, 9:22:34, time: 1.041, data_time: 0.192, memory: 8353, top1_acc: 0.3221, top5_acc: 0.5661, loss_cls: 3.2513, loss: 3.2513, grad_norm: 4.6240 2020-09-30 21:02:49,938 - mmaction - INFO - Epoch [2][520/2825] lr: 7.500e-03, eta: 3 days, 9:21:59, time: 1.041, data_time: 0.051, memory: 8353, top1_acc: 0.3242, top5_acc: 0.5745, loss_cls: 3.1912, loss: 3.1912, grad_norm: 4.5989 2020-09-30 21:03:11,575 - mmaction - INFO - Epoch [2][540/2825] lr: 7.500e-03, eta: 3 days, 9:22:30, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.3156, top5_acc: 0.5646, loss_cls: 3.2554, loss: 3.2554, grad_norm: 4.6942 2020-09-30 21:03:31,246 - mmaction - INFO - Epoch [2][560/2825] lr: 7.500e-03, eta: 3 days, 9:20:22, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.3211, top5_acc: 0.5669, loss_cls: 3.2143, loss: 3.2143, grad_norm: 4.6897 2020-09-30 21:03:52,092 - mmaction - INFO - Epoch [2][580/2825] lr: 7.500e-03, eta: 3 days, 9:19:50, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.3156, top5_acc: 0.5786, loss_cls: 3.2163, loss: 3.2163, grad_norm: 4.6633 2020-09-30 21:04:12,799 - mmaction - INFO - Epoch [2][600/2825] lr: 7.500e-03, eta: 3 days, 9:19:05, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.3190, top5_acc: 0.5638, loss_cls: 3.2516, loss: 3.2516, grad_norm: 4.7322 2020-09-30 21:04:33,638 - mmaction - INFO - Epoch [2][620/2825] lr: 7.500e-03, eta: 3 days, 9:18:32, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.3161, top5_acc: 0.5711, loss_cls: 3.2170, loss: 3.2170, grad_norm: 4.6809 2020-09-30 21:04:53,643 - mmaction - INFO - Epoch [2][640/2825] lr: 7.500e-03, eta: 3 days, 9:16:54, time: 1.001, data_time: 0.003, memory: 8353, top1_acc: 0.3247, top5_acc: 0.5719, loss_cls: 3.2202, loss: 3.2202, grad_norm: 4.6813 2020-09-30 21:05:15,484 - mmaction - INFO - Epoch [2][660/2825] lr: 7.500e-03, eta: 3 days, 9:17:44, time: 1.093, data_time: 0.003, memory: 8353, top1_acc: 0.3266, top5_acc: 0.5667, loss_cls: 3.2514, loss: 3.2514, grad_norm: 4.6760 2020-09-30 21:05:36,644 - mmaction - INFO - Epoch [2][680/2825] lr: 7.500e-03, eta: 3 days, 9:17:37, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.3385, top5_acc: 0.5802, loss_cls: 3.1966, loss: 3.1966, grad_norm: 4.6597 2020-09-30 21:05:56,408 - mmaction - INFO - Epoch [2][700/2825] lr: 7.500e-03, eta: 3 days, 9:15:40, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.3206, top5_acc: 0.5693, loss_cls: 3.2547, loss: 3.2547, grad_norm: 4.7725 2020-09-30 21:06:16,745 - mmaction - INFO - Epoch [2][720/2825] lr: 7.500e-03, eta: 3 days, 9:14:26, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.3255, top5_acc: 0.5867, loss_cls: 3.1982, loss: 3.1982, grad_norm: 4.7099 2020-09-30 21:06:39,061 - mmaction - INFO - Epoch [2][740/2825] lr: 7.500e-03, eta: 3 days, 9:15:53, time: 1.117, data_time: 0.003, memory: 8353, top1_acc: 0.3292, top5_acc: 0.5815, loss_cls: 3.2047, loss: 3.2047, grad_norm: 4.6610 2020-09-30 21:06:58,738 - mmaction - INFO - Epoch [2][760/2825] lr: 7.500e-03, eta: 3 days, 9:13:51, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.3326, top5_acc: 0.5833, loss_cls: 3.1917, loss: 3.1917, grad_norm: 4.7023 2020-09-30 21:07:19,223 - mmaction - INFO - Epoch [2][780/2825] lr: 7.500e-03, eta: 3 days, 9:12:52, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.3120, top5_acc: 0.5716, loss_cls: 3.2042, loss: 3.2042, grad_norm: 4.8033 2020-09-30 21:07:40,202 - mmaction - INFO - Epoch [2][800/2825] lr: 7.500e-03, eta: 3 days, 9:12:32, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.3169, top5_acc: 0.5742, loss_cls: 3.2396, loss: 3.2396, grad_norm: 4.7511 2020-09-30 21:08:00,076 - mmaction - INFO - Epoch [2][820/2825] lr: 7.500e-03, eta: 3 days, 9:10:47, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.3307, top5_acc: 0.5862, loss_cls: 3.1459, loss: 3.1459, grad_norm: 4.6734 2020-09-30 21:08:20,476 - mmaction - INFO - Epoch [2][840/2825] lr: 7.500e-03, eta: 3 days, 9:09:44, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.3169, top5_acc: 0.5714, loss_cls: 3.2019, loss: 3.2019, grad_norm: 4.7144 2020-09-30 21:08:40,866 - mmaction - INFO - Epoch [2][860/2825] lr: 7.500e-03, eta: 3 days, 9:08:41, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.3250, top5_acc: 0.5883, loss_cls: 3.1521, loss: 3.1521, grad_norm: 4.7206 2020-09-30 21:09:02,287 - mmaction - INFO - Epoch [2][880/2825] lr: 7.500e-03, eta: 3 days, 9:08:54, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.3135, top5_acc: 0.5724, loss_cls: 3.2655, loss: 3.2655, grad_norm: 4.7038 2020-09-30 21:09:22,846 - mmaction - INFO - Epoch [2][900/2825] lr: 7.500e-03, eta: 3 days, 9:08:04, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.3258, top5_acc: 0.5682, loss_cls: 3.2340, loss: 3.2340, grad_norm: 4.7542 2020-09-30 21:09:43,887 - mmaction - INFO - Epoch [2][920/2825] lr: 7.500e-03, eta: 3 days, 9:07:49, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.3263, top5_acc: 0.5745, loss_cls: 3.2150, loss: 3.2150, grad_norm: 4.7094 2020-09-30 21:10:04,047 - mmaction - INFO - Epoch [2][940/2825] lr: 7.500e-03, eta: 3 days, 9:06:29, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.3237, top5_acc: 0.5755, loss_cls: 3.1664, loss: 3.1664, grad_norm: 4.6379 2020-09-30 21:10:24,808 - mmaction - INFO - Epoch [2][960/2825] lr: 7.500e-03, eta: 3 days, 9:05:54, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.3161, top5_acc: 0.5646, loss_cls: 3.2542, loss: 3.2542, grad_norm: 4.7723 2020-09-30 21:10:47,041 - mmaction - INFO - Epoch [2][980/2825] lr: 7.500e-03, eta: 3 days, 9:07:07, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.3297, top5_acc: 0.5854, loss_cls: 3.1753, loss: 3.1753, grad_norm: 4.7268 2020-09-30 21:11:08,184 - mmaction - INFO - Epoch [2][1000/2825] lr: 7.500e-03, eta: 3 days, 9:07:01, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.3313, top5_acc: 0.5755, loss_cls: 3.1845, loss: 3.1845, grad_norm: 4.7574 2020-09-30 21:11:29,324 - mmaction - INFO - Epoch [2][1020/2825] lr: 7.500e-03, eta: 3 days, 9:06:51, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.3216, top5_acc: 0.5836, loss_cls: 3.1923, loss: 3.1923, grad_norm: 4.7491 2020-09-30 21:11:49,261 - mmaction - INFO - Epoch [2][1040/2825] lr: 7.500e-03, eta: 3 days, 9:05:17, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.3120, top5_acc: 0.5781, loss_cls: 3.2289, loss: 3.2289, grad_norm: 4.7519 2020-09-30 21:12:09,435 - mmaction - INFO - Epoch [2][1060/2825] lr: 7.500e-03, eta: 3 days, 9:04:01, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.3273, top5_acc: 0.5794, loss_cls: 3.1580, loss: 3.1580, grad_norm: 4.7208 2020-09-30 21:12:30,122 - mmaction - INFO - Epoch [2][1080/2825] lr: 7.500e-03, eta: 3 days, 9:03:20, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.3193, top5_acc: 0.5773, loss_cls: 3.2117, loss: 3.2117, grad_norm: 4.7709 2020-09-30 21:12:51,029 - mmaction - INFO - Epoch [2][1100/2825] lr: 7.500e-03, eta: 3 days, 9:02:57, time: 1.046, data_time: 0.010, memory: 8353, top1_acc: 0.3292, top5_acc: 0.5789, loss_cls: 3.1676, loss: 3.1676, grad_norm: 4.6989 2020-09-30 21:13:11,887 - mmaction - INFO - Epoch [2][1120/2825] lr: 7.500e-03, eta: 3 days, 9:02:30, time: 1.043, data_time: 0.089, memory: 8353, top1_acc: 0.3297, top5_acc: 0.5937, loss_cls: 3.1265, loss: 3.1265, grad_norm: 4.7309 2020-09-30 21:13:32,407 - mmaction - INFO - Epoch [2][1140/2825] lr: 7.500e-03, eta: 3 days, 9:01:39, time: 1.026, data_time: 0.069, memory: 8353, top1_acc: 0.3211, top5_acc: 0.5745, loss_cls: 3.2084, loss: 3.2084, grad_norm: 4.7834 2020-09-30 21:13:53,846 - mmaction - INFO - Epoch [2][1160/2825] lr: 7.500e-03, eta: 3 days, 9:01:52, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.3362, top5_acc: 0.5917, loss_cls: 3.1085, loss: 3.1085, grad_norm: 4.6971 2020-09-30 21:14:14,158 - mmaction - INFO - Epoch [2][1180/2825] lr: 7.500e-03, eta: 3 days, 9:00:47, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.3307, top5_acc: 0.5865, loss_cls: 3.1489, loss: 3.1489, grad_norm: 4.7883 2020-09-30 21:14:36,251 - mmaction - INFO - Epoch [2][1200/2825] lr: 7.500e-03, eta: 3 days, 9:01:46, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.3276, top5_acc: 0.5776, loss_cls: 3.1765, loss: 3.1765, grad_norm: 4.7551 2020-09-30 21:14:56,044 - mmaction - INFO - Epoch [2][1220/2825] lr: 7.500e-03, eta: 3 days, 9:00:05, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.3333, top5_acc: 0.5870, loss_cls: 3.1329, loss: 3.1329, grad_norm: 4.7679 2020-09-30 21:15:17,694 - mmaction - INFO - Epoch [2][1240/2825] lr: 7.500e-03, eta: 3 days, 9:00:32, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.3315, top5_acc: 0.5820, loss_cls: 3.1740, loss: 3.1740, grad_norm: 4.7671 2020-09-30 21:15:37,128 - mmaction - INFO - Epoch [2][1260/2825] lr: 7.500e-03, eta: 3 days, 8:58:29, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.3253, top5_acc: 0.5836, loss_cls: 3.1748, loss: 3.1748, grad_norm: 4.8015 2020-09-30 21:15:59,729 - mmaction - INFO - Epoch [2][1280/2825] lr: 7.500e-03, eta: 3 days, 9:00:00, time: 1.130, data_time: 0.005, memory: 8353, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0999, loss: 3.0999, grad_norm: 4.7327 2020-09-30 21:16:19,391 - mmaction - INFO - Epoch [2][1300/2825] lr: 7.500e-03, eta: 3 days, 8:58:11, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.3240, top5_acc: 0.5641, loss_cls: 3.2476, loss: 3.2476, grad_norm: 4.8557 2020-09-30 21:16:39,536 - mmaction - INFO - Epoch [2][1320/2825] lr: 7.500e-03, eta: 3 days, 8:56:57, time: 1.008, data_time: 0.142, memory: 8353, top1_acc: 0.3302, top5_acc: 0.5706, loss_cls: 3.2250, loss: 3.2250, grad_norm: 4.8437 2020-09-30 21:17:01,059 - mmaction - INFO - Epoch [2][1340/2825] lr: 7.500e-03, eta: 3 days, 8:57:15, time: 1.076, data_time: 0.193, memory: 8353, top1_acc: 0.3357, top5_acc: 0.5997, loss_cls: 3.1091, loss: 3.1091, grad_norm: 4.7474 2020-09-30 21:17:21,604 - mmaction - INFO - Epoch [2][1360/2825] lr: 7.500e-03, eta: 3 days, 8:56:28, time: 1.027, data_time: 0.033, memory: 8353, top1_acc: 0.3396, top5_acc: 0.5854, loss_cls: 3.1186, loss: 3.1186, grad_norm: 4.7557 2020-09-30 21:17:41,086 - mmaction - INFO - Epoch [2][1380/2825] lr: 7.500e-03, eta: 3 days, 8:54:32, time: 0.975, data_time: 0.249, memory: 8353, top1_acc: 0.3286, top5_acc: 0.5828, loss_cls: 3.1811, loss: 3.1811, grad_norm: 4.8161 2020-09-30 21:18:01,885 - mmaction - INFO - Epoch [2][1400/2825] lr: 7.500e-03, eta: 3 days, 8:54:02, time: 1.040, data_time: 0.170, memory: 8353, top1_acc: 0.3318, top5_acc: 0.5786, loss_cls: 3.1377, loss: 3.1377, grad_norm: 4.7669 2020-09-30 21:18:22,908 - mmaction - INFO - Epoch [2][1420/2825] lr: 7.500e-03, eta: 3 days, 8:53:46, time: 1.051, data_time: 0.055, memory: 8353, top1_acc: 0.3263, top5_acc: 0.5906, loss_cls: 3.1536, loss: 3.1536, grad_norm: 4.8800 2020-09-30 21:18:42,999 - mmaction - INFO - Epoch [2][1440/2825] lr: 7.500e-03, eta: 3 days, 8:52:31, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.3260, top5_acc: 0.5826, loss_cls: 3.1733, loss: 3.1733, grad_norm: 4.8065 2020-09-30 21:19:04,215 - mmaction - INFO - Epoch [2][1460/2825] lr: 7.500e-03, eta: 3 days, 8:52:27, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.3331, top5_acc: 0.5906, loss_cls: 3.1209, loss: 3.1209, grad_norm: 4.7507 2020-09-30 21:19:24,600 - mmaction - INFO - Epoch [2][1480/2825] lr: 7.500e-03, eta: 3 days, 8:51:33, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.3375, top5_acc: 0.5917, loss_cls: 3.1215, loss: 3.1215, grad_norm: 4.8303 2020-09-30 21:19:46,754 - mmaction - INFO - Epoch [2][1500/2825] lr: 7.500e-03, eta: 3 days, 8:52:30, time: 1.107, data_time: 0.001, memory: 8353, top1_acc: 0.3315, top5_acc: 0.5753, loss_cls: 3.1511, loss: 3.1511, grad_norm: 4.7729 2020-09-30 21:20:06,955 - mmaction - INFO - Epoch [2][1520/2825] lr: 7.500e-03, eta: 3 days, 8:51:22, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.3331, top5_acc: 0.5880, loss_cls: 3.1369, loss: 3.1369, grad_norm: 4.8105 2020-09-30 21:20:27,330 - mmaction - INFO - Epoch [2][1540/2825] lr: 7.500e-03, eta: 3 days, 8:50:25, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 3.0745, loss: 3.0745, grad_norm: 4.7382 2020-09-30 21:20:48,531 - mmaction - INFO - Epoch [2][1560/2825] lr: 7.500e-03, eta: 3 days, 8:50:23, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.3198, top5_acc: 0.5878, loss_cls: 3.1547, loss: 3.1547, grad_norm: 4.8719 2020-09-30 21:21:08,498 - mmaction - INFO - Epoch [2][1580/2825] lr: 7.500e-03, eta: 3 days, 8:49:01, time: 0.998, data_time: 0.011, memory: 8353, top1_acc: 0.3357, top5_acc: 0.5836, loss_cls: 3.1387, loss: 3.1387, grad_norm: 4.8087 2020-09-30 21:21:29,540 - mmaction - INFO - Epoch [2][1600/2825] lr: 7.500e-03, eta: 3 days, 8:48:48, time: 1.053, data_time: 0.028, memory: 8353, top1_acc: 0.3521, top5_acc: 0.6018, loss_cls: 3.0540, loss: 3.0540, grad_norm: 4.7319 2020-09-30 21:21:50,722 - mmaction - INFO - Epoch [2][1620/2825] lr: 7.500e-03, eta: 3 days, 8:48:41, time: 1.058, data_time: 0.020, memory: 8353, top1_acc: 0.3354, top5_acc: 0.5932, loss_cls: 3.1160, loss: 3.1160, grad_norm: 4.8334 2020-09-30 21:22:10,909 - mmaction - INFO - Epoch [2][1640/2825] lr: 7.500e-03, eta: 3 days, 8:47:36, time: 1.011, data_time: 0.024, memory: 8353, top1_acc: 0.3448, top5_acc: 0.5841, loss_cls: 3.1035, loss: 3.1035, grad_norm: 4.8738 2020-09-30 21:22:31,522 - mmaction - INFO - Epoch [2][1660/2825] lr: 7.500e-03, eta: 3 days, 8:46:55, time: 1.030, data_time: 0.067, memory: 8353, top1_acc: 0.3380, top5_acc: 0.6000, loss_cls: 3.0891, loss: 3.0891, grad_norm: 4.7583 2020-09-30 21:22:53,213 - mmaction - INFO - Epoch [2][1680/2825] lr: 7.500e-03, eta: 3 days, 8:47:23, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.3294, top5_acc: 0.5888, loss_cls: 3.1086, loss: 3.1086, grad_norm: 4.8670 2020-09-30 21:23:12,842 - mmaction - INFO - Epoch [2][1700/2825] lr: 7.500e-03, eta: 3 days, 8:45:40, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.3326, top5_acc: 0.5951, loss_cls: 3.1035, loss: 3.1035, grad_norm: 4.8435 2020-09-30 21:23:33,099 - mmaction - INFO - Epoch [2][1720/2825] lr: 7.500e-03, eta: 3 days, 8:44:41, time: 1.014, data_time: 0.003, memory: 8353, top1_acc: 0.3372, top5_acc: 0.5862, loss_cls: 3.1265, loss: 3.1265, grad_norm: 4.8481 2020-09-30 21:23:54,070 - mmaction - INFO - Epoch [2][1740/2825] lr: 7.500e-03, eta: 3 days, 8:44:22, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.3409, top5_acc: 0.5927, loss_cls: 3.0728, loss: 3.0728, grad_norm: 4.8262 2020-09-30 21:24:14,951 - mmaction - INFO - Epoch [2][1760/2825] lr: 7.500e-03, eta: 3 days, 8:44:00, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.3245, top5_acc: 0.5802, loss_cls: 3.1783, loss: 3.1783, grad_norm: 4.8755 2020-09-30 21:24:35,690 - mmaction - INFO - Epoch [2][1780/2825] lr: 7.500e-03, eta: 3 days, 8:43:26, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.3549, top5_acc: 0.5971, loss_cls: 3.0779, loss: 3.0779, grad_norm: 4.7729 2020-09-30 21:24:56,156 - mmaction - INFO - Epoch [2][1800/2825] lr: 7.500e-03, eta: 3 days, 8:42:39, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.3479, top5_acc: 0.5901, loss_cls: 3.1088, loss: 3.1088, grad_norm: 4.8363 2020-09-30 21:25:16,814 - mmaction - INFO - Epoch [2][1820/2825] lr: 7.500e-03, eta: 3 days, 8:42:04, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.3266, top5_acc: 0.5911, loss_cls: 3.1117, loss: 3.1117, grad_norm: 4.8255 2020-09-30 21:25:37,026 - mmaction - INFO - Epoch [2][1840/2825] lr: 7.500e-03, eta: 3 days, 8:41:00, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.3372, top5_acc: 0.5781, loss_cls: 3.1607, loss: 3.1607, grad_norm: 4.8975 2020-09-30 21:25:57,828 - mmaction - INFO - Epoch [2][1860/2825] lr: 7.500e-03, eta: 3 days, 8:40:33, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.3609, top5_acc: 0.5964, loss_cls: 3.0681, loss: 3.0681, grad_norm: 4.7858 2020-09-30 21:26:19,205 - mmaction - INFO - Epoch [2][1880/2825] lr: 7.500e-03, eta: 3 days, 8:40:41, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.3484, top5_acc: 0.5997, loss_cls: 3.0422, loss: 3.0422, grad_norm: 4.8329 2020-09-30 21:26:39,793 - mmaction - INFO - Epoch [2][1900/2825] lr: 7.500e-03, eta: 3 days, 8:40:01, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.3526, top5_acc: 0.6044, loss_cls: 3.0538, loss: 3.0538, grad_norm: 4.8360 2020-09-30 21:27:01,989 - mmaction - INFO - Epoch [2][1920/2825] lr: 7.500e-03, eta: 3 days, 8:40:55, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.3440, top5_acc: 0.5943, loss_cls: 3.0744, loss: 3.0744, grad_norm: 4.8389 2020-09-30 21:27:22,971 - mmaction - INFO - Epoch [2][1940/2825] lr: 7.500e-03, eta: 3 days, 8:40:38, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.3443, top5_acc: 0.6036, loss_cls: 3.0766, loss: 3.0766, grad_norm: 4.8611 2020-09-30 21:27:41,616 - mmaction - INFO - Epoch [2][1960/2825] lr: 7.500e-03, eta: 3 days, 8:38:06, time: 0.933, data_time: 0.002, memory: 8353, top1_acc: 0.3320, top5_acc: 0.5888, loss_cls: 3.1278, loss: 3.1278, grad_norm: 4.8404 2020-09-30 21:28:02,737 - mmaction - INFO - Epoch [2][1980/2825] lr: 7.500e-03, eta: 3 days, 8:37:57, time: 1.056, data_time: 0.138, memory: 8353, top1_acc: 0.3344, top5_acc: 0.6026, loss_cls: 3.1328, loss: 3.1328, grad_norm: 4.9287 2020-09-30 21:28:23,706 - mmaction - INFO - Epoch [2][2000/2825] lr: 7.500e-03, eta: 3 days, 8:37:40, time: 1.049, data_time: 0.111, memory: 8353, top1_acc: 0.3466, top5_acc: 0.5927, loss_cls: 3.0751, loss: 3.0751, grad_norm: 4.8228 2020-09-30 21:28:44,339 - mmaction - INFO - Epoch [2][2020/2825] lr: 7.500e-03, eta: 3 days, 8:37:03, time: 1.032, data_time: 0.015, memory: 8353, top1_acc: 0.3365, top5_acc: 0.5818, loss_cls: 3.1628, loss: 3.1628, grad_norm: 4.9314 2020-09-30 21:29:05,035 - mmaction - INFO - Epoch [2][2040/2825] lr: 7.500e-03, eta: 3 days, 8:36:31, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.3266, top5_acc: 0.5734, loss_cls: 3.1963, loss: 3.1963, grad_norm: 4.9383 2020-09-30 21:29:25,750 - mmaction - INFO - Epoch [2][2060/2825] lr: 7.500e-03, eta: 3 days, 8:35:59, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.3490, top5_acc: 0.6026, loss_cls: 3.0717, loss: 3.0717, grad_norm: 4.8289 2020-09-30 21:29:47,136 - mmaction - INFO - Epoch [2][2080/2825] lr: 7.500e-03, eta: 3 days, 8:36:05, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.3523, top5_acc: 0.6013, loss_cls: 3.0529, loss: 3.0529, grad_norm: 4.8477 2020-09-30 21:30:07,092 - mmaction - INFO - Epoch [2][2100/2825] lr: 7.500e-03, eta: 3 days, 8:34:51, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.3469, top5_acc: 0.5932, loss_cls: 3.0508, loss: 3.0508, grad_norm: 4.8223 2020-09-30 21:30:29,367 - mmaction - INFO - Epoch [2][2120/2825] lr: 7.500e-03, eta: 3 days, 8:35:47, time: 1.114, data_time: 0.001, memory: 8353, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0858, loss: 3.0858, grad_norm: 4.8735 2020-09-30 21:30:50,483 - mmaction - INFO - Epoch [2][2140/2825] lr: 7.500e-03, eta: 3 days, 8:35:37, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.3461, top5_acc: 0.5943, loss_cls: 3.0906, loss: 3.0906, grad_norm: 4.8641 2020-09-30 21:31:11,169 - mmaction - INFO - Epoch [2][2160/2825] lr: 7.500e-03, eta: 3 days, 8:35:04, time: 1.034, data_time: 0.005, memory: 8353, top1_acc: 0.3424, top5_acc: 0.6026, loss_cls: 3.0773, loss: 3.0773, grad_norm: 4.9277 2020-09-30 21:31:31,469 - mmaction - INFO - Epoch [2][2180/2825] lr: 7.500e-03, eta: 3 days, 8:34:10, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.3385, top5_acc: 0.5786, loss_cls: 3.1553, loss: 3.1553, grad_norm: 4.8699 2020-09-30 21:31:52,702 - mmaction - INFO - Epoch [2][2200/2825] lr: 7.500e-03, eta: 3 days, 8:34:07, time: 1.061, data_time: 0.004, memory: 8353, top1_acc: 0.3445, top5_acc: 0.5919, loss_cls: 3.0852, loss: 3.0852, grad_norm: 4.8579 2020-09-30 21:32:13,790 - mmaction - INFO - Epoch [2][2220/2825] lr: 7.500e-03, eta: 3 days, 8:33:56, time: 1.055, data_time: 0.004, memory: 8353, top1_acc: 0.3365, top5_acc: 0.5917, loss_cls: 3.1312, loss: 3.1312, grad_norm: 4.9137 2020-09-30 21:32:33,202 - mmaction - INFO - Epoch [2][2240/2825] lr: 7.500e-03, eta: 3 days, 8:32:13, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.3443, top5_acc: 0.6060, loss_cls: 3.0765, loss: 3.0765, grad_norm: 4.8913 2020-09-30 21:32:55,334 - mmaction - INFO - Epoch [2][2260/2825] lr: 7.500e-03, eta: 3 days, 8:33:00, time: 1.107, data_time: 0.004, memory: 8353, top1_acc: 0.3474, top5_acc: 0.6047, loss_cls: 3.0545, loss: 3.0545, grad_norm: 4.8527 2020-09-30 21:33:15,925 - mmaction - INFO - Epoch [2][2280/2825] lr: 7.500e-03, eta: 3 days, 8:32:21, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.3443, top5_acc: 0.6112, loss_cls: 3.0744, loss: 3.0744, grad_norm: 4.9129 2020-09-30 21:33:35,990 - mmaction - INFO - Epoch [2][2300/2825] lr: 7.500e-03, eta: 3 days, 8:31:16, time: 1.004, data_time: 0.004, memory: 8353, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 3.0499, loss: 3.0499, grad_norm: 4.8568 2020-09-30 21:33:57,029 - mmaction - INFO - Epoch [2][2320/2825] lr: 7.500e-03, eta: 3 days, 8:31:02, time: 1.052, data_time: 0.011, memory: 8353, top1_acc: 0.3492, top5_acc: 0.6021, loss_cls: 3.0568, loss: 3.0568, grad_norm: 4.8881 2020-09-30 21:34:17,637 - mmaction - INFO - Epoch [2][2340/2825] lr: 7.500e-03, eta: 3 days, 8:30:25, time: 1.030, data_time: 0.033, memory: 8353, top1_acc: 0.3393, top5_acc: 0.5875, loss_cls: 3.0891, loss: 3.0891, grad_norm: 4.8970 2020-09-30 21:34:38,927 - mmaction - INFO - Epoch [2][2360/2825] lr: 7.500e-03, eta: 3 days, 8:30:25, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.3469, top5_acc: 0.5958, loss_cls: 3.0717, loss: 3.0717, grad_norm: 4.9386 2020-09-30 21:34:58,849 - mmaction - INFO - Epoch [2][2380/2825] lr: 7.500e-03, eta: 3 days, 8:29:11, time: 0.996, data_time: 0.005, memory: 8353, top1_acc: 0.3393, top5_acc: 0.6034, loss_cls: 3.0428, loss: 3.0428, grad_norm: 4.9258 2020-09-30 21:35:19,332 - mmaction - INFO - Epoch [2][2400/2825] lr: 7.500e-03, eta: 3 days, 8:28:29, time: 1.025, data_time: 0.009, memory: 8353, top1_acc: 0.3510, top5_acc: 0.6057, loss_cls: 3.0699, loss: 3.0699, grad_norm: 4.8781 2020-09-30 21:35:40,543 - mmaction - INFO - Epoch [2][2420/2825] lr: 7.500e-03, eta: 3 days, 8:28:25, time: 1.061, data_time: 0.151, memory: 8353, top1_acc: 0.3490, top5_acc: 0.5990, loss_cls: 3.0565, loss: 3.0565, grad_norm: 4.8042 2020-09-30 21:36:01,241 - mmaction - INFO - Epoch [2][2440/2825] lr: 7.500e-03, eta: 3 days, 8:27:53, time: 1.035, data_time: 0.170, memory: 8353, top1_acc: 0.3484, top5_acc: 0.6065, loss_cls: 3.0463, loss: 3.0463, grad_norm: 4.8766 2020-09-30 21:36:22,024 - mmaction - INFO - Epoch [2][2460/2825] lr: 7.500e-03, eta: 3 days, 8:27:27, time: 1.040, data_time: 0.192, memory: 8353, top1_acc: 0.3510, top5_acc: 0.6133, loss_cls: 3.0061, loss: 3.0061, grad_norm: 4.9110 2020-09-30 21:36:43,120 - mmaction - INFO - Epoch [2][2480/2825] lr: 7.500e-03, eta: 3 days, 8:27:15, time: 1.054, data_time: 0.147, memory: 8353, top1_acc: 0.3560, top5_acc: 0.6013, loss_cls: 3.0373, loss: 3.0373, grad_norm: 4.8853 2020-09-30 21:37:03,157 - mmaction - INFO - Epoch [2][2500/2825] lr: 7.500e-03, eta: 3 days, 8:26:10, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.3529, top5_acc: 0.5995, loss_cls: 3.0382, loss: 3.0382, grad_norm: 4.8860 2020-09-30 21:37:23,136 - mmaction - INFO - Epoch [2][2520/2825] lr: 7.500e-03, eta: 3 days, 8:25:02, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.3526, top5_acc: 0.6013, loss_cls: 3.0399, loss: 3.0399, grad_norm: 4.9161 2020-09-30 21:37:44,345 - mmaction - INFO - Epoch [2][2540/2825] lr: 7.500e-03, eta: 3 days, 8:24:56, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.3526, top5_acc: 0.6091, loss_cls: 3.0474, loss: 3.0474, grad_norm: 4.9101 2020-09-30 21:38:05,535 - mmaction - INFO - Epoch [2][2560/2825] lr: 7.500e-03, eta: 3 days, 8:24:51, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.3549, top5_acc: 0.5979, loss_cls: 3.0458, loss: 3.0458, grad_norm: 4.8743 2020-09-30 21:38:26,312 - mmaction - INFO - Epoch [2][2580/2825] lr: 7.500e-03, eta: 3 days, 8:24:24, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.3565, top5_acc: 0.6078, loss_cls: 3.0064, loss: 3.0064, grad_norm: 4.8917 2020-09-30 21:38:46,426 - mmaction - INFO - Epoch [2][2600/2825] lr: 7.500e-03, eta: 3 days, 8:23:24, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.3385, top5_acc: 0.5937, loss_cls: 3.0818, loss: 3.0818, grad_norm: 4.9449 2020-09-30 21:39:08,226 - mmaction - INFO - Epoch [2][2620/2825] lr: 7.500e-03, eta: 3 days, 8:23:48, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.3479, top5_acc: 0.6010, loss_cls: 3.0609, loss: 3.0609, grad_norm: 4.9231 2020-09-30 21:39:27,989 - mmaction - INFO - Epoch [2][2640/2825] lr: 7.500e-03, eta: 3 days, 8:22:31, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.3734, top5_acc: 0.6117, loss_cls: 2.9559, loss: 2.9559, grad_norm: 4.8257 2020-09-30 21:39:49,589 - mmaction - INFO - Epoch [2][2660/2825] lr: 7.500e-03, eta: 3 days, 8:22:46, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.3539, top5_acc: 0.6000, loss_cls: 3.0715, loss: 3.0715, grad_norm: 5.0039 2020-09-30 21:40:10,440 - mmaction - INFO - Epoch [2][2680/2825] lr: 7.500e-03, eta: 3 days, 8:22:23, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.3437, top5_acc: 0.5987, loss_cls: 3.0900, loss: 3.0900, grad_norm: 4.9838 2020-09-30 21:40:30,110 - mmaction - INFO - Epoch [2][2700/2825] lr: 7.500e-03, eta: 3 days, 8:21:01, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.3542, top5_acc: 0.6068, loss_cls: 3.0283, loss: 3.0283, grad_norm: 4.8627 2020-09-30 21:40:50,749 - mmaction - INFO - Epoch [2][2720/2825] lr: 7.500e-03, eta: 3 days, 8:20:28, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.3531, top5_acc: 0.6089, loss_cls: 3.0489, loss: 3.0489, grad_norm: 4.9902 2020-09-30 21:41:11,752 - mmaction - INFO - Epoch [2][2740/2825] lr: 7.500e-03, eta: 3 days, 8:20:12, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.3560, top5_acc: 0.6062, loss_cls: 3.0623, loss: 3.0623, grad_norm: 4.9329 2020-09-30 21:41:32,917 - mmaction - INFO - Epoch [2][2760/2825] lr: 7.500e-03, eta: 3 days, 8:20:05, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.3565, top5_acc: 0.6003, loss_cls: 3.0405, loss: 3.0405, grad_norm: 4.8851 2020-09-30 21:41:52,729 - mmaction - INFO - Epoch [2][2780/2825] lr: 7.500e-03, eta: 3 days, 8:18:51, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.3492, top5_acc: 0.6143, loss_cls: 3.0185, loss: 3.0185, grad_norm: 4.9194 2020-09-30 21:42:13,409 - mmaction - INFO - Epoch [2][2800/2825] lr: 7.500e-03, eta: 3 days, 8:18:20, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.3562, top5_acc: 0.6193, loss_cls: 2.9734, loss: 2.9734, grad_norm: 4.9071 2020-09-30 21:42:34,393 - mmaction - INFO - Epoch [2][2820/2825] lr: 7.500e-03, eta: 3 days, 8:18:05, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.3464, top5_acc: 0.6089, loss_cls: 3.0452, loss: 3.0452, grad_norm: 4.9645 2020-09-30 21:42:41,189 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-09-30 21:43:29,780 - mmaction - INFO - Epoch [3][20/2825] lr: 7.500e-03, eta: 3 days, 8:33:35, time: 2.285, data_time: 1.409, memory: 8353, top1_acc: 0.3667, top5_acc: 0.6049, loss_cls: 2.9782, loss: 2.9782, grad_norm: 4.8695 2020-09-30 21:43:50,484 - mmaction - INFO - Epoch [3][40/2825] lr: 7.500e-03, eta: 3 days, 8:33:01, time: 1.034, data_time: 0.202, memory: 8353, top1_acc: 0.3589, top5_acc: 0.6010, loss_cls: 3.0419, loss: 3.0419, grad_norm: 4.9580 2020-09-30 21:44:11,431 - mmaction - INFO - Epoch [3][60/2825] lr: 7.500e-03, eta: 3 days, 8:32:40, time: 1.048, data_time: 0.238, memory: 8353, top1_acc: 0.3526, top5_acc: 0.6125, loss_cls: 2.9953, loss: 2.9953, grad_norm: 4.9339 2020-09-30 21:44:31,915 - mmaction - INFO - Epoch [3][80/2825] lr: 7.500e-03, eta: 3 days, 8:31:56, time: 1.024, data_time: 0.157, memory: 8353, top1_acc: 0.3586, top5_acc: 0.6096, loss_cls: 3.0215, loss: 3.0215, grad_norm: 4.9673 2020-09-30 21:44:52,898 - mmaction - INFO - Epoch [3][100/2825] lr: 7.500e-03, eta: 3 days, 8:31:36, time: 1.049, data_time: 0.024, memory: 8353, top1_acc: 0.3617, top5_acc: 0.6190, loss_cls: 2.9694, loss: 2.9694, grad_norm: 4.8398 2020-09-30 21:45:12,615 - mmaction - INFO - Epoch [3][120/2825] lr: 7.500e-03, eta: 3 days, 8:30:18, time: 0.988, data_time: 0.101, memory: 8353, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 3.0481, loss: 3.0481, grad_norm: 4.9439 2020-09-30 21:45:34,375 - mmaction - INFO - Epoch [3][140/2825] lr: 7.500e-03, eta: 3 days, 8:30:35, time: 1.087, data_time: 0.013, memory: 8353, top1_acc: 0.3628, top5_acc: 0.6148, loss_cls: 2.9896, loss: 2.9896, grad_norm: 4.8576 2020-09-30 21:45:55,683 - mmaction - INFO - Epoch [3][160/2825] lr: 7.500e-03, eta: 3 days, 8:30:31, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.3542, top5_acc: 0.6086, loss_cls: 3.0144, loss: 3.0144, grad_norm: 4.8535 2020-09-30 21:46:15,060 - mmaction - INFO - Epoch [3][180/2825] lr: 7.500e-03, eta: 3 days, 8:28:56, time: 0.970, data_time: 0.011, memory: 8353, top1_acc: 0.3646, top5_acc: 0.6044, loss_cls: 3.0166, loss: 3.0166, grad_norm: 4.9221 2020-09-30 21:46:36,163 - mmaction - INFO - Epoch [3][200/2825] lr: 7.500e-03, eta: 3 days, 8:28:42, time: 1.054, data_time: 0.023, memory: 8353, top1_acc: 0.3732, top5_acc: 0.6201, loss_cls: 2.9603, loss: 2.9603, grad_norm: 4.8786 2020-09-30 21:46:57,091 - mmaction - INFO - Epoch [3][220/2825] lr: 7.500e-03, eta: 3 days, 8:28:21, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.3609, top5_acc: 0.6237, loss_cls: 2.9650, loss: 2.9650, grad_norm: 4.8863 2020-09-30 21:47:17,466 - mmaction - INFO - Epoch [3][240/2825] lr: 7.500e-03, eta: 3 days, 8:27:33, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.3667, top5_acc: 0.6005, loss_cls: 2.9873, loss: 2.9873, grad_norm: 4.9238 2020-09-30 21:47:37,951 - mmaction - INFO - Epoch [3][260/2825] lr: 7.500e-03, eta: 3 days, 8:26:50, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.3677, top5_acc: 0.6234, loss_cls: 2.9531, loss: 2.9531, grad_norm: 4.9540 2020-09-30 21:47:58,293 - mmaction - INFO - Epoch [3][280/2825] lr: 7.500e-03, eta: 3 days, 8:26:01, time: 1.017, data_time: 0.057, memory: 8353, top1_acc: 0.3544, top5_acc: 0.6055, loss_cls: 3.0356, loss: 3.0356, grad_norm: 4.9676 2020-09-30 21:48:19,038 - mmaction - INFO - Epoch [3][300/2825] lr: 7.500e-03, eta: 3 days, 8:25:31, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.3576, top5_acc: 0.6172, loss_cls: 2.9578, loss: 2.9578, grad_norm: 4.9105 2020-09-30 21:48:40,089 - mmaction - INFO - Epoch [3][320/2825] lr: 7.500e-03, eta: 3 days, 8:25:15, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.3630, top5_acc: 0.6214, loss_cls: 2.9637, loss: 2.9637, grad_norm: 4.9653 2020-09-30 21:48:59,948 - mmaction - INFO - Epoch [3][340/2825] lr: 7.500e-03, eta: 3 days, 8:24:04, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.3482, top5_acc: 0.6049, loss_cls: 3.0240, loss: 3.0240, grad_norm: 4.9457 2020-09-30 21:49:20,673 - mmaction - INFO - Epoch [3][360/2825] lr: 7.500e-03, eta: 3 days, 8:23:34, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.3643, top5_acc: 0.6211, loss_cls: 2.9508, loss: 2.9508, grad_norm: 4.9598 2020-09-30 21:49:41,724 - mmaction - INFO - Epoch [3][380/2825] lr: 7.500e-03, eta: 3 days, 8:23:18, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.3602, top5_acc: 0.6073, loss_cls: 2.9814, loss: 2.9814, grad_norm: 4.9423 2020-09-30 21:50:02,424 - mmaction - INFO - Epoch [3][400/2825] lr: 7.500e-03, eta: 3 days, 8:22:45, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.3628, top5_acc: 0.6148, loss_cls: 2.9657, loss: 2.9657, grad_norm: 4.9469 2020-09-30 21:50:24,178 - mmaction - INFO - Epoch [3][420/2825] lr: 7.500e-03, eta: 3 days, 8:23:04, time: 1.090, data_time: 0.004, memory: 8353, top1_acc: 0.3664, top5_acc: 0.6234, loss_cls: 2.9495, loss: 2.9495, grad_norm: 4.9745 2020-09-30 21:50:43,918 - mmaction - INFO - Epoch [3][440/2825] lr: 7.500e-03, eta: 3 days, 8:21:48, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.3589, top5_acc: 0.6195, loss_cls: 2.9712, loss: 2.9712, grad_norm: 5.0454 2020-09-30 21:51:04,320 - mmaction - INFO - Epoch [3][460/2825] lr: 7.500e-03, eta: 3 days, 8:21:02, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.3635, top5_acc: 0.6141, loss_cls: 2.9661, loss: 2.9661, grad_norm: 5.0255 2020-09-30 21:51:25,268 - mmaction - INFO - Epoch [3][480/2825] lr: 7.500e-03, eta: 3 days, 8:20:43, time: 1.048, data_time: 0.003, memory: 8353, top1_acc: 0.3779, top5_acc: 0.6266, loss_cls: 2.9281, loss: 2.9281, grad_norm: 4.9857 2020-09-30 21:51:46,033 - mmaction - INFO - Epoch [3][500/2825] lr: 7.500e-03, eta: 3 days, 8:20:15, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.3529, top5_acc: 0.6094, loss_cls: 3.0278, loss: 3.0278, grad_norm: 4.9713 2020-09-30 21:52:07,788 - mmaction - INFO - Epoch [3][520/2825] lr: 7.500e-03, eta: 3 days, 8:20:30, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.3615, top5_acc: 0.6224, loss_cls: 2.9790, loss: 2.9790, grad_norm: 4.9970 2020-09-30 21:52:27,659 - mmaction - INFO - Epoch [3][540/2825] lr: 7.500e-03, eta: 3 days, 8:19:22, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.3570, top5_acc: 0.6104, loss_cls: 2.9677, loss: 2.9677, grad_norm: 4.9807 2020-09-30 21:52:47,572 - mmaction - INFO - Epoch [3][560/2825] lr: 7.500e-03, eta: 3 days, 8:18:15, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.3698, top5_acc: 0.6159, loss_cls: 2.9653, loss: 2.9653, grad_norm: 4.9290 2020-09-30 21:53:08,617 - mmaction - INFO - Epoch [3][580/2825] lr: 7.500e-03, eta: 3 days, 8:18:00, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.3604, top5_acc: 0.6167, loss_cls: 2.9774, loss: 2.9774, grad_norm: 4.9535 2020-09-30 21:53:29,873 - mmaction - INFO - Epoch [3][600/2825] lr: 7.500e-03, eta: 3 days, 8:17:53, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.3604, top5_acc: 0.6174, loss_cls: 2.9751, loss: 2.9751, grad_norm: 4.9758 2020-09-30 21:53:49,398 - mmaction - INFO - Epoch [3][620/2825] lr: 7.500e-03, eta: 3 days, 8:16:30, time: 0.976, data_time: 0.051, memory: 8353, top1_acc: 0.3651, top5_acc: 0.6190, loss_cls: 2.9468, loss: 2.9468, grad_norm: 4.9888 2020-09-30 21:54:10,788 - mmaction - INFO - Epoch [3][640/2825] lr: 7.500e-03, eta: 3 days, 8:16:30, time: 1.070, data_time: 0.049, memory: 8353, top1_acc: 0.3727, top5_acc: 0.6161, loss_cls: 2.9509, loss: 2.9509, grad_norm: 4.9892 2020-09-30 21:54:31,152 - mmaction - INFO - Epoch [3][660/2825] lr: 7.500e-03, eta: 3 days, 8:15:45, time: 1.020, data_time: 0.161, memory: 8353, top1_acc: 0.3589, top5_acc: 0.6128, loss_cls: 2.9887, loss: 2.9887, grad_norm: 4.9685 2020-09-30 21:54:52,135 - mmaction - INFO - Epoch [3][680/2825] lr: 7.500e-03, eta: 3 days, 8:15:26, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.9347, loss: 2.9347, grad_norm: 4.9609 2020-09-30 21:55:13,622 - mmaction - INFO - Epoch [3][700/2825] lr: 7.500e-03, eta: 3 days, 8:15:30, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.3563, top5_acc: 0.6185, loss_cls: 2.9974, loss: 2.9974, grad_norm: 5.0030 2020-09-30 21:55:34,067 - mmaction - INFO - Epoch [3][720/2825] lr: 7.500e-03, eta: 3 days, 8:14:48, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.3495, top5_acc: 0.6190, loss_cls: 2.9783, loss: 2.9783, grad_norm: 4.9328 2020-09-30 21:55:54,345 - mmaction - INFO - Epoch [3][740/2825] lr: 7.500e-03, eta: 3 days, 8:13:59, time: 1.014, data_time: 0.007, memory: 8353, top1_acc: 0.3542, top5_acc: 0.6154, loss_cls: 2.9896, loss: 2.9896, grad_norm: 4.9871 2020-09-30 21:56:14,839 - mmaction - INFO - Epoch [3][760/2825] lr: 7.500e-03, eta: 3 days, 8:13:20, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.3674, top5_acc: 0.6190, loss_cls: 2.9684, loss: 2.9684, grad_norm: 5.0339 2020-09-30 21:56:35,998 - mmaction - INFO - Epoch [3][780/2825] lr: 7.500e-03, eta: 3 days, 8:13:09, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.3651, top5_acc: 0.6250, loss_cls: 2.9412, loss: 2.9412, grad_norm: 4.9613 2020-09-30 21:56:56,122 - mmaction - INFO - Epoch [3][800/2825] lr: 7.500e-03, eta: 3 days, 8:12:14, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.3529, top5_acc: 0.6219, loss_cls: 2.9612, loss: 2.9612, grad_norm: 5.0800 2020-09-30 21:57:16,814 - mmaction - INFO - Epoch [3][820/2825] lr: 7.500e-03, eta: 3 days, 8:11:44, time: 1.034, data_time: 0.008, memory: 8353, top1_acc: 0.3732, top5_acc: 0.6148, loss_cls: 2.9490, loss: 2.9490, grad_norm: 4.9732 2020-09-30 21:57:37,222 - mmaction - INFO - Epoch [3][840/2825] lr: 7.500e-03, eta: 3 days, 8:11:01, time: 1.020, data_time: 0.006, memory: 8353, top1_acc: 0.3701, top5_acc: 0.6221, loss_cls: 2.9305, loss: 2.9305, grad_norm: 5.0654 2020-09-30 21:57:58,302 - mmaction - INFO - Epoch [3][860/2825] lr: 7.500e-03, eta: 3 days, 8:10:48, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.3617, top5_acc: 0.6120, loss_cls: 2.9914, loss: 2.9914, grad_norm: 5.0032 2020-09-30 21:58:18,509 - mmaction - INFO - Epoch [3][880/2825] lr: 7.500e-03, eta: 3 days, 8:09:56, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.3771, top5_acc: 0.6221, loss_cls: 2.9024, loss: 2.9024, grad_norm: 4.8682 2020-09-30 21:58:40,162 - mmaction - INFO - Epoch [3][900/2825] lr: 7.500e-03, eta: 3 days, 8:10:06, time: 1.082, data_time: 0.029, memory: 8353, top1_acc: 0.3635, top5_acc: 0.6109, loss_cls: 2.9569, loss: 2.9569, grad_norm: 4.9719 2020-09-30 21:59:01,099 - mmaction - INFO - Epoch [3][920/2825] lr: 7.500e-03, eta: 3 days, 8:09:46, time: 1.047, data_time: 0.392, memory: 8353, top1_acc: 0.3745, top5_acc: 0.6229, loss_cls: 2.9061, loss: 2.9061, grad_norm: 5.0084 2020-09-30 21:59:21,327 - mmaction - INFO - Epoch [3][940/2825] lr: 7.500e-03, eta: 3 days, 8:08:56, time: 1.012, data_time: 0.348, memory: 8353, top1_acc: 0.3562, top5_acc: 0.6214, loss_cls: 2.9797, loss: 2.9797, grad_norm: 5.1039 2020-09-30 21:59:41,654 - mmaction - INFO - Epoch [3][960/2825] lr: 7.500e-03, eta: 3 days, 8:08:11, time: 1.017, data_time: 0.173, memory: 8353, top1_acc: 0.3646, top5_acc: 0.6161, loss_cls: 2.9615, loss: 2.9615, grad_norm: 5.0087 2020-09-30 22:00:03,333 - mmaction - INFO - Epoch [3][980/2825] lr: 7.500e-03, eta: 3 days, 8:08:21, time: 1.083, data_time: 0.427, memory: 8353, top1_acc: 0.3669, top5_acc: 0.6161, loss_cls: 2.9767, loss: 2.9767, grad_norm: 5.0859 2020-09-30 22:00:24,638 - mmaction - INFO - Epoch [3][1000/2825] lr: 7.500e-03, eta: 3 days, 8:08:17, time: 1.067, data_time: 0.172, memory: 8353, top1_acc: 0.3703, top5_acc: 0.6240, loss_cls: 2.9333, loss: 2.9333, grad_norm: 4.9881 2020-09-30 22:00:45,379 - mmaction - INFO - Epoch [3][1020/2825] lr: 7.500e-03, eta: 3 days, 8:07:49, time: 1.037, data_time: 0.040, memory: 8353, top1_acc: 0.3508, top5_acc: 0.6068, loss_cls: 2.9967, loss: 2.9967, grad_norm: 5.0238 2020-09-30 22:01:06,052 - mmaction - INFO - Epoch [3][1040/2825] lr: 7.500e-03, eta: 3 days, 8:07:18, time: 1.034, data_time: 0.089, memory: 8353, top1_acc: 0.3805, top5_acc: 0.6242, loss_cls: 2.8909, loss: 2.8909, grad_norm: 4.9408 2020-09-30 22:01:27,387 - mmaction - INFO - Epoch [3][1060/2825] lr: 7.500e-03, eta: 3 days, 8:07:13, time: 1.066, data_time: 0.024, memory: 8353, top1_acc: 0.3708, top5_acc: 0.6206, loss_cls: 2.9302, loss: 2.9302, grad_norm: 4.9568 2020-09-30 22:01:48,207 - mmaction - INFO - Epoch [3][1080/2825] lr: 7.500e-03, eta: 3 days, 8:06:49, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.3677, top5_acc: 0.6185, loss_cls: 2.9409, loss: 2.9409, grad_norm: 4.9286 2020-09-30 22:02:08,217 - mmaction - INFO - Epoch [3][1100/2825] lr: 7.500e-03, eta: 3 days, 8:05:51, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.3664, top5_acc: 0.6159, loss_cls: 2.9628, loss: 2.9628, grad_norm: 5.0559 2020-09-30 22:02:29,471 - mmaction - INFO - Epoch [3][1120/2825] lr: 7.500e-03, eta: 3 days, 8:05:44, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.3544, top5_acc: 0.6026, loss_cls: 3.0161, loss: 3.0161, grad_norm: 5.0453 2020-09-30 22:02:50,905 - mmaction - INFO - Epoch [3][1140/2825] lr: 7.500e-03, eta: 3 days, 8:05:45, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.3755, top5_acc: 0.6224, loss_cls: 2.9462, loss: 2.9462, grad_norm: 4.9711 2020-09-30 22:03:10,781 - mmaction - INFO - Epoch [3][1160/2825] lr: 7.500e-03, eta: 3 days, 8:04:41, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.3651, top5_acc: 0.6167, loss_cls: 2.9711, loss: 2.9711, grad_norm: 5.0192 2020-09-30 22:03:32,408 - mmaction - INFO - Epoch [3][1180/2825] lr: 7.500e-03, eta: 3 days, 8:04:49, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.3760, top5_acc: 0.6320, loss_cls: 2.9329, loss: 2.9329, grad_norm: 4.9993 2020-09-30 22:03:51,858 - mmaction - INFO - Epoch [3][1200/2825] lr: 7.500e-03, eta: 3 days, 8:03:29, time: 0.973, data_time: 0.003, memory: 8353, top1_acc: 0.3646, top5_acc: 0.6292, loss_cls: 2.9398, loss: 2.9398, grad_norm: 5.0123 2020-09-30 22:04:13,529 - mmaction - INFO - Epoch [3][1220/2825] lr: 7.500e-03, eta: 3 days, 8:03:39, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.3674, top5_acc: 0.6263, loss_cls: 2.9611, loss: 2.9611, grad_norm: 5.1069 2020-09-30 22:04:33,579 - mmaction - INFO - Epoch [3][1240/2825] lr: 7.500e-03, eta: 3 days, 8:02:43, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.3604, top5_acc: 0.6117, loss_cls: 2.9855, loss: 2.9855, grad_norm: 5.0447 2020-09-30 22:04:53,918 - mmaction - INFO - Epoch [3][1260/2825] lr: 7.500e-03, eta: 3 days, 8:02:00, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.3664, top5_acc: 0.6266, loss_cls: 2.9215, loss: 2.9215, grad_norm: 5.0193 2020-09-30 22:05:15,255 - mmaction - INFO - Epoch [3][1280/2825] lr: 7.500e-03, eta: 3 days, 8:01:56, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9446, loss: 2.9446, grad_norm: 5.0613 2020-09-30 22:05:37,061 - mmaction - INFO - Epoch [3][1300/2825] lr: 7.500e-03, eta: 3 days, 8:02:11, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.3628, top5_acc: 0.6122, loss_cls: 2.9577, loss: 2.9577, grad_norm: 5.0397 2020-09-30 22:05:57,412 - mmaction - INFO - Epoch [3][1320/2825] lr: 7.500e-03, eta: 3 days, 8:01:28, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.3677, top5_acc: 0.6190, loss_cls: 2.9617, loss: 2.9617, grad_norm: 4.9800 2020-09-30 22:06:18,299 - mmaction - INFO - Epoch [3][1340/2825] lr: 7.500e-03, eta: 3 days, 8:01:05, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.3599, top5_acc: 0.6161, loss_cls: 2.9757, loss: 2.9757, grad_norm: 5.0668 2020-09-30 22:06:38,574 - mmaction - INFO - Epoch [3][1360/2825] lr: 7.500e-03, eta: 3 days, 8:00:20, time: 1.014, data_time: 0.081, memory: 8353, top1_acc: 0.3719, top5_acc: 0.6208, loss_cls: 2.9381, loss: 2.9381, grad_norm: 5.0001 2020-09-30 22:06:58,510 - mmaction - INFO - Epoch [3][1380/2825] lr: 7.500e-03, eta: 3 days, 7:59:20, time: 0.997, data_time: 0.054, memory: 8353, top1_acc: 0.3802, top5_acc: 0.6234, loss_cls: 2.9050, loss: 2.9050, grad_norm: 4.9946 2020-09-30 22:07:20,755 - mmaction - INFO - Epoch [3][1400/2825] lr: 7.500e-03, eta: 3 days, 7:59:51, time: 1.112, data_time: 0.050, memory: 8353, top1_acc: 0.3716, top5_acc: 0.6273, loss_cls: 2.9109, loss: 2.9109, grad_norm: 5.0126 2020-09-30 22:07:40,350 - mmaction - INFO - Epoch [3][1420/2825] lr: 7.500e-03, eta: 3 days, 7:58:39, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.3716, top5_acc: 0.6187, loss_cls: 2.9061, loss: 2.9061, grad_norm: 5.0764 2020-09-30 22:08:00,356 - mmaction - INFO - Epoch [3][1440/2825] lr: 7.500e-03, eta: 3 days, 7:57:44, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.3633, top5_acc: 0.6289, loss_cls: 2.9578, loss: 2.9578, grad_norm: 5.0657 2020-09-30 22:08:21,476 - mmaction - INFO - Epoch [3][1460/2825] lr: 7.500e-03, eta: 3 days, 7:57:31, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.3802, top5_acc: 0.6305, loss_cls: 2.8985, loss: 2.8985, grad_norm: 5.0016 2020-09-30 22:08:42,255 - mmaction - INFO - Epoch [3][1480/2825] lr: 7.500e-03, eta: 3 days, 7:57:05, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.3690, top5_acc: 0.6122, loss_cls: 2.9465, loss: 2.9465, grad_norm: 4.9921 2020-09-30 22:09:02,636 - mmaction - INFO - Epoch [3][1500/2825] lr: 7.500e-03, eta: 3 days, 7:56:24, time: 1.019, data_time: 0.125, memory: 8353, top1_acc: 0.3776, top5_acc: 0.6240, loss_cls: 2.9147, loss: 2.9147, grad_norm: 5.0032 2020-09-30 22:09:24,230 - mmaction - INFO - Epoch [3][1520/2825] lr: 7.500e-03, eta: 3 days, 7:56:29, time: 1.079, data_time: 0.126, memory: 8353, top1_acc: 0.3682, top5_acc: 0.6188, loss_cls: 2.9547, loss: 2.9547, grad_norm: 5.0547 2020-09-30 22:09:43,403 - mmaction - INFO - Epoch [3][1540/2825] lr: 7.500e-03, eta: 3 days, 7:55:03, time: 0.961, data_time: 0.015, memory: 8353, top1_acc: 0.3768, top5_acc: 0.6224, loss_cls: 2.9376, loss: 2.9376, grad_norm: 5.0411 2020-09-30 22:10:03,844 - mmaction - INFO - Epoch [3][1560/2825] lr: 7.500e-03, eta: 3 days, 7:54:24, time: 1.022, data_time: 0.077, memory: 8353, top1_acc: 0.3633, top5_acc: 0.6391, loss_cls: 2.8997, loss: 2.8997, grad_norm: 5.0468 2020-09-30 22:10:24,774 - mmaction - INFO - Epoch [3][1580/2825] lr: 7.500e-03, eta: 3 days, 7:54:04, time: 1.046, data_time: 0.226, memory: 8353, top1_acc: 0.3583, top5_acc: 0.6258, loss_cls: 2.9489, loss: 2.9489, grad_norm: 5.0089 2020-09-30 22:10:44,859 - mmaction - INFO - Epoch [3][1600/2825] lr: 7.500e-03, eta: 3 days, 7:53:13, time: 1.005, data_time: 0.116, memory: 8353, top1_acc: 0.3797, top5_acc: 0.6302, loss_cls: 2.8755, loss: 2.8755, grad_norm: 4.9061 2020-09-30 22:11:05,558 - mmaction - INFO - Epoch [3][1620/2825] lr: 7.500e-03, eta: 3 days, 7:52:44, time: 1.035, data_time: 0.297, memory: 8353, top1_acc: 0.3807, top5_acc: 0.6221, loss_cls: 2.9228, loss: 2.9228, grad_norm: 5.1477 2020-09-30 22:11:26,083 - mmaction - INFO - Epoch [3][1640/2825] lr: 7.500e-03, eta: 3 days, 7:52:08, time: 1.025, data_time: 0.232, memory: 8353, top1_acc: 0.3693, top5_acc: 0.6086, loss_cls: 2.9526, loss: 2.9526, grad_norm: 5.0711 2020-09-30 22:11:46,277 - mmaction - INFO - Epoch [3][1660/2825] lr: 7.500e-03, eta: 3 days, 7:51:22, time: 1.011, data_time: 0.348, memory: 8353, top1_acc: 0.3758, top5_acc: 0.6339, loss_cls: 2.8619, loss: 2.8619, grad_norm: 5.0192 2020-09-30 22:12:07,371 - mmaction - INFO - Epoch [3][1680/2825] lr: 7.500e-03, eta: 3 days, 7:51:08, time: 1.055, data_time: 0.330, memory: 8353, top1_acc: 0.3596, top5_acc: 0.6198, loss_cls: 2.9853, loss: 2.9853, grad_norm: 5.0559 2020-09-30 22:12:27,538 - mmaction - INFO - Epoch [3][1700/2825] lr: 7.500e-03, eta: 3 days, 7:50:20, time: 1.008, data_time: 0.062, memory: 8353, top1_acc: 0.3737, top5_acc: 0.6232, loss_cls: 2.9321, loss: 2.9321, grad_norm: 5.0387 2020-09-30 22:12:49,011 - mmaction - INFO - Epoch [3][1720/2825] lr: 7.500e-03, eta: 3 days, 7:50:21, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.3779, top5_acc: 0.6378, loss_cls: 2.8525, loss: 2.8525, grad_norm: 5.0122 2020-09-30 22:13:09,379 - mmaction - INFO - Epoch [3][1740/2825] lr: 7.500e-03, eta: 3 days, 7:49:41, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.3732, top5_acc: 0.6148, loss_cls: 2.9797, loss: 2.9797, grad_norm: 5.1018 2020-09-30 22:13:30,807 - mmaction - INFO - Epoch [3][1760/2825] lr: 7.500e-03, eta: 3 days, 7:49:39, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.3740, top5_acc: 0.6326, loss_cls: 2.9145, loss: 2.9145, grad_norm: 5.0711 2020-09-30 22:13:52,506 - mmaction - INFO - Epoch [3][1780/2825] lr: 7.500e-03, eta: 3 days, 7:49:49, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.3656, top5_acc: 0.6193, loss_cls: 2.9589, loss: 2.9589, grad_norm: 5.0889 2020-09-30 22:14:12,217 - mmaction - INFO - Epoch [3][1800/2825] lr: 7.500e-03, eta: 3 days, 7:48:44, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.3745, top5_acc: 0.6250, loss_cls: 2.9356, loss: 2.9356, grad_norm: 4.9916 2020-09-30 22:14:32,002 - mmaction - INFO - Epoch [3][1820/2825] lr: 7.500e-03, eta: 3 days, 7:47:43, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.3766, top5_acc: 0.6372, loss_cls: 2.8866, loss: 2.8866, grad_norm: 5.0474 2020-09-30 22:14:53,291 - mmaction - INFO - Epoch [3][1840/2825] lr: 7.500e-03, eta: 3 days, 7:47:35, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.3732, top5_acc: 0.6211, loss_cls: 2.9185, loss: 2.9185, grad_norm: 5.0866 2020-09-30 22:15:13,505 - mmaction - INFO - Epoch [3][1860/2825] lr: 7.500e-03, eta: 3 days, 7:46:50, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.3763, top5_acc: 0.6276, loss_cls: 2.9040, loss: 2.9040, grad_norm: 5.0208 2020-09-30 22:15:33,926 - mmaction - INFO - Epoch [3][1880/2825] lr: 7.500e-03, eta: 3 days, 7:46:12, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.3687, top5_acc: 0.6203, loss_cls: 2.9597, loss: 2.9597, grad_norm: 5.0855 2020-09-30 22:15:54,302 - mmaction - INFO - Epoch [3][1900/2825] lr: 7.500e-03, eta: 3 days, 7:45:32, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.3826, top5_acc: 0.6323, loss_cls: 2.9085, loss: 2.9085, grad_norm: 5.1226 2020-09-30 22:16:15,376 - mmaction - INFO - Epoch [3][1920/2825] lr: 7.500e-03, eta: 3 days, 7:45:19, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.3763, top5_acc: 0.6187, loss_cls: 2.9062, loss: 2.9062, grad_norm: 5.0303 2020-09-30 22:16:34,557 - mmaction - INFO - Epoch [3][1940/2825] lr: 7.500e-03, eta: 3 days, 7:43:57, time: 0.959, data_time: 0.001, memory: 8353, top1_acc: 0.3659, top5_acc: 0.6263, loss_cls: 2.9607, loss: 2.9607, grad_norm: 5.0420 2020-09-30 22:16:55,849 - mmaction - INFO - Epoch [3][1960/2825] lr: 7.500e-03, eta: 3 days, 7:43:50, time: 1.064, data_time: 0.009, memory: 8353, top1_acc: 0.3747, top5_acc: 0.6388, loss_cls: 2.8588, loss: 2.8588, grad_norm: 5.0198 2020-09-30 22:17:17,226 - mmaction - INFO - Epoch [3][1980/2825] lr: 7.500e-03, eta: 3 days, 7:43:47, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.3695, top5_acc: 0.6107, loss_cls: 2.9329, loss: 2.9329, grad_norm: 5.0895 2020-09-30 22:17:38,401 - mmaction - INFO - Epoch [3][2000/2825] lr: 7.500e-03, eta: 3 days, 7:43:37, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.3794, top5_acc: 0.6424, loss_cls: 2.8604, loss: 2.8604, grad_norm: 4.9826 2020-09-30 22:17:57,688 - mmaction - INFO - Epoch [3][2020/2825] lr: 7.500e-03, eta: 3 days, 7:42:17, time: 0.963, data_time: 0.001, memory: 8353, top1_acc: 0.3674, top5_acc: 0.6188, loss_cls: 2.9320, loss: 2.9320, grad_norm: 5.0767 2020-09-30 22:18:19,609 - mmaction - INFO - Epoch [3][2040/2825] lr: 7.500e-03, eta: 3 days, 7:42:35, time: 1.098, data_time: 0.003, memory: 8353, top1_acc: 0.3737, top5_acc: 0.6206, loss_cls: 2.9272, loss: 2.9272, grad_norm: 5.0186 2020-09-30 22:18:39,212 - mmaction - INFO - Epoch [3][2060/2825] lr: 7.500e-03, eta: 3 days, 7:41:28, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.3628, top5_acc: 0.6266, loss_cls: 2.9632, loss: 2.9632, grad_norm: 5.0918 2020-09-30 22:19:00,222 - mmaction - INFO - Epoch [3][2080/2825] lr: 7.500e-03, eta: 3 days, 7:41:11, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.3732, top5_acc: 0.6266, loss_cls: 2.9309, loss: 2.9309, grad_norm: 5.0208 2020-09-30 22:19:20,530 - mmaction - INFO - Epoch [3][2100/2825] lr: 7.500e-03, eta: 3 days, 7:40:31, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.3753, top5_acc: 0.6187, loss_cls: 2.9335, loss: 2.9335, grad_norm: 5.0837 2020-09-30 22:19:40,174 - mmaction - INFO - Epoch [3][2120/2825] lr: 7.500e-03, eta: 3 days, 7:39:26, time: 0.982, data_time: 0.011, memory: 8353, top1_acc: 0.3828, top5_acc: 0.6294, loss_cls: 2.8945, loss: 2.8945, grad_norm: 5.0701 2020-09-30 22:20:01,967 - mmaction - INFO - Epoch [3][2140/2825] lr: 7.500e-03, eta: 3 days, 7:39:37, time: 1.089, data_time: 0.241, memory: 8353, top1_acc: 0.3758, top5_acc: 0.6284, loss_cls: 2.8837, loss: 2.8837, grad_norm: 5.0803 2020-09-30 22:20:21,589 - mmaction - INFO - Epoch [3][2160/2825] lr: 7.500e-03, eta: 3 days, 7:38:32, time: 0.980, data_time: 0.278, memory: 8353, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.8603, loss: 2.8603, grad_norm: 5.0440 2020-09-30 22:20:42,629 - mmaction - INFO - Epoch [3][2180/2825] lr: 7.500e-03, eta: 3 days, 7:38:17, time: 1.053, data_time: 0.012, memory: 8353, top1_acc: 0.3742, top5_acc: 0.6305, loss_cls: 2.8968, loss: 2.8968, grad_norm: 5.0638 2020-09-30 22:21:04,036 - mmaction - INFO - Epoch [3][2200/2825] lr: 7.500e-03, eta: 3 days, 7:38:15, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.3698, top5_acc: 0.6188, loss_cls: 2.9529, loss: 2.9529, grad_norm: 5.0744 2020-09-30 22:21:24,822 - mmaction - INFO - Epoch [3][2220/2825] lr: 7.500e-03, eta: 3 days, 7:37:51, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.3747, top5_acc: 0.6138, loss_cls: 2.9542, loss: 2.9542, grad_norm: 5.0945 2020-09-30 22:21:45,524 - mmaction - INFO - Epoch [3][2240/2825] lr: 7.500e-03, eta: 3 days, 7:37:24, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.3802, top5_acc: 0.6333, loss_cls: 2.8663, loss: 2.8663, grad_norm: 5.0334 2020-09-30 22:22:06,068 - mmaction - INFO - Epoch [3][2260/2825] lr: 7.500e-03, eta: 3 days, 7:36:51, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.3789, top5_acc: 0.6195, loss_cls: 2.9132, loss: 2.9132, grad_norm: 5.0512 2020-09-30 22:22:26,624 - mmaction - INFO - Epoch [3][2280/2825] lr: 7.500e-03, eta: 3 days, 7:36:20, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.3857, top5_acc: 0.6289, loss_cls: 2.8938, loss: 2.8938, grad_norm: 5.0124 2020-09-30 22:22:47,213 - mmaction - INFO - Epoch [3][2300/2825] lr: 7.500e-03, eta: 3 days, 7:35:49, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.3758, top5_acc: 0.6201, loss_cls: 2.9562, loss: 2.9562, grad_norm: 5.1773 2020-09-30 22:23:07,740 - mmaction - INFO - Epoch [3][2320/2825] lr: 7.500e-03, eta: 3 days, 7:35:16, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.3667, top5_acc: 0.6294, loss_cls: 2.9117, loss: 2.9117, grad_norm: 5.1506 2020-09-30 22:23:27,747 - mmaction - INFO - Epoch [3][2340/2825] lr: 7.500e-03, eta: 3 days, 7:34:24, time: 0.998, data_time: 0.007, memory: 8353, top1_acc: 0.3852, top5_acc: 0.6297, loss_cls: 2.8915, loss: 2.8915, grad_norm: 5.0018 2020-09-30 22:23:49,197 - mmaction - INFO - Epoch [3][2360/2825] lr: 7.500e-03, eta: 3 days, 7:34:24, time: 1.074, data_time: 0.289, memory: 8353, top1_acc: 0.3893, top5_acc: 0.6292, loss_cls: 2.9037, loss: 2.9037, grad_norm: 5.0481 2020-09-30 22:24:09,172 - mmaction - INFO - Epoch [3][2380/2825] lr: 7.500e-03, eta: 3 days, 7:33:33, time: 0.999, data_time: 0.241, memory: 8353, top1_acc: 0.3836, top5_acc: 0.6385, loss_cls: 2.8509, loss: 2.8509, grad_norm: 5.0617 2020-09-30 22:24:31,256 - mmaction - INFO - Epoch [3][2400/2825] lr: 7.500e-03, eta: 3 days, 7:33:53, time: 1.104, data_time: 0.251, memory: 8353, top1_acc: 0.3779, top5_acc: 0.6208, loss_cls: 2.8896, loss: 2.8896, grad_norm: 5.0851 2020-09-30 22:24:51,628 - mmaction - INFO - Epoch [3][2420/2825] lr: 7.500e-03, eta: 3 days, 7:33:15, time: 1.019, data_time: 0.105, memory: 8353, top1_acc: 0.3742, top5_acc: 0.6323, loss_cls: 2.9044, loss: 2.9044, grad_norm: 5.0419 2020-09-30 22:25:11,328 - mmaction - INFO - Epoch [3][2440/2825] lr: 7.500e-03, eta: 3 days, 7:32:15, time: 0.986, data_time: 0.257, memory: 8353, top1_acc: 0.3763, top5_acc: 0.6247, loss_cls: 2.9068, loss: 2.9068, grad_norm: 5.0841 2020-09-30 22:25:31,878 - mmaction - INFO - Epoch [3][2460/2825] lr: 7.500e-03, eta: 3 days, 7:31:43, time: 1.026, data_time: 0.172, memory: 8353, top1_acc: 0.3755, top5_acc: 0.6242, loss_cls: 2.9040, loss: 2.9040, grad_norm: 5.0210 2020-09-30 22:25:52,770 - mmaction - INFO - Epoch [3][2480/2825] lr: 7.500e-03, eta: 3 days, 7:31:23, time: 1.046, data_time: 0.199, memory: 8353, top1_acc: 0.3740, top5_acc: 0.6245, loss_cls: 2.9099, loss: 2.9099, grad_norm: 5.0087 2020-09-30 22:26:12,447 - mmaction - INFO - Epoch [3][2500/2825] lr: 7.500e-03, eta: 3 days, 7:30:21, time: 0.982, data_time: 0.250, memory: 8353, top1_acc: 0.3768, top5_acc: 0.6289, loss_cls: 2.8824, loss: 2.8824, grad_norm: 5.0474 2020-09-30 22:26:32,987 - mmaction - INFO - Epoch [3][2520/2825] lr: 7.500e-03, eta: 3 days, 7:29:50, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.3820, top5_acc: 0.6299, loss_cls: 2.8667, loss: 2.8667, grad_norm: 5.0703 2020-09-30 22:26:53,610 - mmaction - INFO - Epoch [3][2540/2825] lr: 7.500e-03, eta: 3 days, 7:29:22, time: 1.032, data_time: 0.088, memory: 8353, top1_acc: 0.3924, top5_acc: 0.6414, loss_cls: 2.8160, loss: 2.8160, grad_norm: 5.0323 2020-09-30 22:27:15,683 - mmaction - INFO - Epoch [3][2560/2825] lr: 7.500e-03, eta: 3 days, 7:29:41, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.3706, top5_acc: 0.6367, loss_cls: 2.9041, loss: 2.9041, grad_norm: 5.0892 2020-09-30 22:27:35,314 - mmaction - INFO - Epoch [3][2580/2825] lr: 7.500e-03, eta: 3 days, 7:28:38, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.3638, top5_acc: 0.6120, loss_cls: 2.9669, loss: 2.9669, grad_norm: 5.1209 2020-09-30 22:27:55,679 - mmaction - INFO - Epoch [3][2600/2825] lr: 7.500e-03, eta: 3 days, 7:28:01, time: 1.019, data_time: 0.093, memory: 8353, top1_acc: 0.3857, top5_acc: 0.6318, loss_cls: 2.8769, loss: 2.8769, grad_norm: 5.0655 2020-09-30 22:28:17,751 - mmaction - INFO - Epoch [3][2620/2825] lr: 7.500e-03, eta: 3 days, 7:28:21, time: 1.104, data_time: 0.001, memory: 8353, top1_acc: 0.3875, top5_acc: 0.6443, loss_cls: 2.8294, loss: 2.8294, grad_norm: 4.9656 2020-09-30 22:28:36,725 - mmaction - INFO - Epoch [3][2640/2825] lr: 7.500e-03, eta: 3 days, 7:26:56, time: 0.947, data_time: 0.001, memory: 8353, top1_acc: 0.3901, top5_acc: 0.6505, loss_cls: 2.8238, loss: 2.8238, grad_norm: 4.9978 2020-09-30 22:28:57,434 - mmaction - INFO - Epoch [3][2660/2825] lr: 7.500e-03, eta: 3 days, 7:26:31, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.3924, top5_acc: 0.6443, loss_cls: 2.8182, loss: 2.8182, grad_norm: 5.0242 2020-09-30 22:29:17,984 - mmaction - INFO - Epoch [3][2680/2825] lr: 7.500e-03, eta: 3 days, 7:26:00, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.3747, top5_acc: 0.6188, loss_cls: 2.9215, loss: 2.9215, grad_norm: 5.1123 2020-09-30 22:29:39,283 - mmaction - INFO - Epoch [3][2700/2825] lr: 7.500e-03, eta: 3 days, 7:25:54, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.3755, top5_acc: 0.6227, loss_cls: 2.9471, loss: 2.9471, grad_norm: 5.0918 2020-09-30 22:29:59,555 - mmaction - INFO - Epoch [3][2720/2825] lr: 7.500e-03, eta: 3 days, 7:25:13, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.3799, top5_acc: 0.6260, loss_cls: 2.9237, loss: 2.9237, grad_norm: 5.1281 2020-09-30 22:30:20,718 - mmaction - INFO - Epoch [3][2740/2825] lr: 7.500e-03, eta: 3 days, 7:25:02, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.3802, top5_acc: 0.6430, loss_cls: 2.8618, loss: 2.8618, grad_norm: 5.0943 2020-09-30 22:30:41,857 - mmaction - INFO - Epoch [3][2760/2825] lr: 7.500e-03, eta: 3 days, 7:24:50, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.3792, top5_acc: 0.6286, loss_cls: 2.8589, loss: 2.8589, grad_norm: 5.0579 2020-09-30 22:31:01,371 - mmaction - INFO - Epoch [3][2780/2825] lr: 7.500e-03, eta: 3 days, 7:23:46, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.3865, top5_acc: 0.6422, loss_cls: 2.8433, loss: 2.8433, grad_norm: 5.0206 2020-09-30 22:31:22,754 - mmaction - INFO - Epoch [3][2800/2825] lr: 7.500e-03, eta: 3 days, 7:23:42, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.3792, top5_acc: 0.6284, loss_cls: 2.8832, loss: 2.8832, grad_norm: 5.0819 2020-09-30 22:31:43,313 - mmaction - INFO - Epoch [3][2820/2825] lr: 7.500e-03, eta: 3 days, 7:23:12, time: 1.029, data_time: 0.004, memory: 8353, top1_acc: 0.3776, top5_acc: 0.6276, loss_cls: 2.8979, loss: 2.8979, grad_norm: 5.0981 2020-09-30 22:31:49,986 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-09-30 22:32:38,135 - mmaction - INFO - Epoch [4][20/2825] lr: 7.500e-03, eta: 3 days, 7:34:26, time: 2.389, data_time: 1.274, memory: 8353, top1_acc: 0.4060, top5_acc: 0.6466, loss_cls: 2.7592, loss: 2.7592, grad_norm: 4.9032 2020-09-30 22:32:59,291 - mmaction - INFO - Epoch [4][40/2825] lr: 7.500e-03, eta: 3 days, 7:34:13, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.3904, top5_acc: 0.6516, loss_cls: 2.7714, loss: 2.7714, grad_norm: 4.9808 2020-09-30 22:33:20,350 - mmaction - INFO - Epoch [4][60/2825] lr: 7.500e-03, eta: 3 days, 7:33:56, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.3875, top5_acc: 0.6331, loss_cls: 2.8209, loss: 2.8209, grad_norm: 4.9878 2020-09-30 22:33:42,104 - mmaction - INFO - Epoch [4][80/2825] lr: 7.500e-03, eta: 3 days, 7:34:03, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.3870, top5_acc: 0.6461, loss_cls: 2.8387, loss: 2.8387, grad_norm: 5.1867 2020-09-30 22:34:02,232 - mmaction - INFO - Epoch [4][100/2825] lr: 7.500e-03, eta: 3 days, 7:33:17, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.3771, top5_acc: 0.6344, loss_cls: 2.8711, loss: 2.8711, grad_norm: 5.0847 2020-09-30 22:34:22,523 - mmaction - INFO - Epoch [4][120/2825] lr: 7.500e-03, eta: 3 days, 7:32:36, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.3844, top5_acc: 0.6378, loss_cls: 2.8415, loss: 2.8415, grad_norm: 5.0691 2020-09-30 22:34:43,810 - mmaction - INFO - Epoch [4][140/2825] lr: 7.500e-03, eta: 3 days, 7:32:28, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.3948, top5_acc: 0.6323, loss_cls: 2.8521, loss: 2.8521, grad_norm: 5.0099 2020-09-30 22:35:04,986 - mmaction - INFO - Epoch [4][160/2825] lr: 7.500e-03, eta: 3 days, 7:32:15, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.3776, top5_acc: 0.6260, loss_cls: 2.8865, loss: 2.8865, grad_norm: 5.1876 2020-09-30 22:35:25,716 - mmaction - INFO - Epoch [4][180/2825] lr: 7.500e-03, eta: 3 days, 7:31:48, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.3904, top5_acc: 0.6417, loss_cls: 2.8087, loss: 2.8087, grad_norm: 5.0764 2020-09-30 22:35:47,682 - mmaction - INFO - Epoch [4][200/2825] lr: 7.500e-03, eta: 3 days, 7:32:01, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.3958, top5_acc: 0.6380, loss_cls: 2.8496, loss: 2.8496, grad_norm: 5.0894 2020-09-30 22:36:06,992 - mmaction - INFO - Epoch [4][220/2825] lr: 7.500e-03, eta: 3 days, 7:30:49, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.3870, top5_acc: 0.6258, loss_cls: 2.8575, loss: 2.8575, grad_norm: 5.0982 2020-09-30 22:36:28,883 - mmaction - INFO - Epoch [4][240/2825] lr: 7.500e-03, eta: 3 days, 7:30:59, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.3958, top5_acc: 0.6432, loss_cls: 2.8031, loss: 2.8031, grad_norm: 5.0976 2020-09-30 22:36:49,757 - mmaction - INFO - Epoch [4][260/2825] lr: 7.500e-03, eta: 3 days, 7:30:37, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.3823, top5_acc: 0.6388, loss_cls: 2.8548, loss: 2.8548, grad_norm: 5.0457 2020-09-30 22:37:10,079 - mmaction - INFO - Epoch [4][280/2825] lr: 7.500e-03, eta: 3 days, 7:29:57, time: 1.016, data_time: 0.003, memory: 8353, top1_acc: 0.3844, top5_acc: 0.6437, loss_cls: 2.8118, loss: 2.8118, grad_norm: 5.1272 2020-09-30 22:37:29,858 - mmaction - INFO - Epoch [4][300/2825] lr: 7.500e-03, eta: 3 days, 7:29:02, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.3745, top5_acc: 0.6359, loss_cls: 2.8389, loss: 2.8389, grad_norm: 5.1009 2020-09-30 22:37:50,654 - mmaction - INFO - Epoch [4][320/2825] lr: 7.500e-03, eta: 3 days, 7:28:37, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.3893, top5_acc: 0.6289, loss_cls: 2.8526, loss: 2.8526, grad_norm: 5.0627 2020-09-30 22:38:11,307 - mmaction - INFO - Epoch [4][340/2825] lr: 7.500e-03, eta: 3 days, 7:28:09, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.3982, top5_acc: 0.6539, loss_cls: 2.7901, loss: 2.7901, grad_norm: 5.0473 2020-09-30 22:38:31,765 - mmaction - INFO - Epoch [4][360/2825] lr: 7.500e-03, eta: 3 days, 7:27:34, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.3951, top5_acc: 0.6510, loss_cls: 2.7792, loss: 2.7792, grad_norm: 5.1072 2020-09-30 22:38:52,820 - mmaction - INFO - Epoch [4][380/2825] lr: 7.500e-03, eta: 3 days, 7:27:17, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.3839, top5_acc: 0.6359, loss_cls: 2.8338, loss: 2.8338, grad_norm: 5.0811 2020-09-30 22:39:13,859 - mmaction - INFO - Epoch [4][400/2825] lr: 7.500e-03, eta: 3 days, 7:27:00, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.3857, top5_acc: 0.6547, loss_cls: 2.7945, loss: 2.7945, grad_norm: 5.0614 2020-09-30 22:39:33,636 - mmaction - INFO - Epoch [4][420/2825] lr: 7.500e-03, eta: 3 days, 7:26:05, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.3896, top5_acc: 0.6401, loss_cls: 2.8582, loss: 2.8582, grad_norm: 5.1273 2020-09-30 22:39:54,328 - mmaction - INFO - Epoch [4][440/2825] lr: 7.500e-03, eta: 3 days, 7:25:37, time: 1.035, data_time: 0.056, memory: 8353, top1_acc: 0.3859, top5_acc: 0.6302, loss_cls: 2.8564, loss: 2.8564, grad_norm: 5.0950 2020-09-30 22:40:15,978 - mmaction - INFO - Epoch [4][460/2825] lr: 7.500e-03, eta: 3 days, 7:25:39, time: 1.082, data_time: 0.214, memory: 8353, top1_acc: 0.3964, top5_acc: 0.6526, loss_cls: 2.7936, loss: 2.7936, grad_norm: 5.1147 2020-09-30 22:40:35,550 - mmaction - INFO - Epoch [4][480/2825] lr: 7.500e-03, eta: 3 days, 7:24:38, time: 0.979, data_time: 0.101, memory: 8353, top1_acc: 0.3831, top5_acc: 0.6250, loss_cls: 2.8801, loss: 2.8801, grad_norm: 5.1519 2020-09-30 22:40:56,265 - mmaction - INFO - Epoch [4][500/2825] lr: 7.500e-03, eta: 3 days, 7:24:11, time: 1.036, data_time: 0.045, memory: 8353, top1_acc: 0.3961, top5_acc: 0.6490, loss_cls: 2.7970, loss: 2.7970, grad_norm: 5.0528 2020-09-30 22:41:17,078 - mmaction - INFO - Epoch [4][520/2825] lr: 7.500e-03, eta: 3 days, 7:23:47, time: 1.040, data_time: 0.164, memory: 8353, top1_acc: 0.3799, top5_acc: 0.6326, loss_cls: 2.8600, loss: 2.8600, grad_norm: 5.1798 2020-09-30 22:41:38,013 - mmaction - INFO - Epoch [4][540/2825] lr: 7.500e-03, eta: 3 days, 7:23:27, time: 1.046, data_time: 0.172, memory: 8353, top1_acc: 0.3906, top5_acc: 0.6424, loss_cls: 2.8210, loss: 2.8210, grad_norm: 5.0918 2020-09-30 22:41:58,828 - mmaction - INFO - Epoch [4][560/2825] lr: 7.500e-03, eta: 3 days, 7:23:05, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.3862, top5_acc: 0.6344, loss_cls: 2.8432, loss: 2.8432, grad_norm: 5.1098 2020-09-30 22:42:18,957 - mmaction - INFO - Epoch [4][580/2825] lr: 7.500e-03, eta: 3 days, 7:22:19, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.3914, top5_acc: 0.6299, loss_cls: 2.8654, loss: 2.8654, grad_norm: 5.1905 2020-09-30 22:42:40,583 - mmaction - INFO - Epoch [4][600/2825] lr: 7.500e-03, eta: 3 days, 7:22:21, time: 1.083, data_time: 0.003, memory: 8353, top1_acc: 0.3969, top5_acc: 0.6440, loss_cls: 2.8036, loss: 2.8036, grad_norm: 5.1094 2020-09-30 22:43:00,741 - mmaction - INFO - Epoch [4][620/2825] lr: 7.500e-03, eta: 3 days, 7:21:37, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.3724, top5_acc: 0.6370, loss_cls: 2.8711, loss: 2.8711, grad_norm: 5.1750 2020-09-30 22:43:22,306 - mmaction - INFO - Epoch [4][640/2825] lr: 7.500e-03, eta: 3 days, 7:21:36, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.8140, loss: 2.8140, grad_norm: 5.0497 2020-09-30 22:43:43,575 - mmaction - INFO - Epoch [4][660/2825] lr: 7.500e-03, eta: 3 days, 7:21:27, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.3841, top5_acc: 0.6320, loss_cls: 2.8396, loss: 2.8396, grad_norm: 5.1091 2020-09-30 22:44:02,986 - mmaction - INFO - Epoch [4][680/2825] lr: 7.500e-03, eta: 3 days, 7:20:22, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.3875, top5_acc: 0.6526, loss_cls: 2.8234, loss: 2.8234, grad_norm: 5.0347 2020-09-30 22:44:23,666 - mmaction - INFO - Epoch [4][700/2825] lr: 7.500e-03, eta: 3 days, 7:19:53, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.3917, top5_acc: 0.6456, loss_cls: 2.8107, loss: 2.8107, grad_norm: 5.0063 2020-09-30 22:44:44,366 - mmaction - INFO - Epoch [4][720/2825] lr: 7.500e-03, eta: 3 days, 7:19:27, time: 1.037, data_time: 0.004, memory: 8353, top1_acc: 0.3891, top5_acc: 0.6305, loss_cls: 2.8383, loss: 2.8383, grad_norm: 5.1076 2020-09-30 22:45:04,844 - mmaction - INFO - Epoch [4][740/2825] lr: 7.500e-03, eta: 3 days, 7:18:54, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.3857, top5_acc: 0.6336, loss_cls: 2.8405, loss: 2.8405, grad_norm: 5.1864 2020-09-30 22:45:25,209 - mmaction - INFO - Epoch [4][760/2825] lr: 7.500e-03, eta: 3 days, 7:18:18, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.8232, loss: 2.8232, grad_norm: 5.0220 2020-09-30 22:45:46,246 - mmaction - INFO - Epoch [4][780/2825] lr: 7.500e-03, eta: 3 days, 7:18:01, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.3862, top5_acc: 0.6445, loss_cls: 2.8195, loss: 2.8195, grad_norm: 5.1752 2020-09-30 22:46:06,610 - mmaction - INFO - Epoch [4][800/2825] lr: 7.500e-03, eta: 3 days, 7:17:24, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.3831, top5_acc: 0.6286, loss_cls: 2.8881, loss: 2.8881, grad_norm: 5.2468 2020-09-30 22:46:26,619 - mmaction - INFO - Epoch [4][820/2825] lr: 7.500e-03, eta: 3 days, 7:16:37, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.3927, top5_acc: 0.6414, loss_cls: 2.8105, loss: 2.8105, grad_norm: 5.1284 2020-09-30 22:46:47,778 - mmaction - INFO - Epoch [4][840/2825] lr: 7.500e-03, eta: 3 days, 7:16:23, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.4029, top5_acc: 0.6437, loss_cls: 2.7726, loss: 2.7726, grad_norm: 5.0672 2020-09-30 22:47:07,353 - mmaction - INFO - Epoch [4][860/2825] lr: 7.500e-03, eta: 3 days, 7:15:24, time: 0.979, data_time: 0.003, memory: 8353, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.8560, loss: 2.8560, grad_norm: 5.1390 2020-09-30 22:47:28,446 - mmaction - INFO - Epoch [4][880/2825] lr: 7.500e-03, eta: 3 days, 7:15:10, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.3872, top5_acc: 0.6453, loss_cls: 2.8092, loss: 2.8092, grad_norm: 5.0938 2020-09-30 22:47:49,127 - mmaction - INFO - Epoch [4][900/2825] lr: 7.500e-03, eta: 3 days, 7:14:43, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4023, top5_acc: 0.6370, loss_cls: 2.8139, loss: 2.8139, grad_norm: 5.0519 2020-09-30 22:48:09,892 - mmaction - INFO - Epoch [4][920/2825] lr: 7.500e-03, eta: 3 days, 7:14:18, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.3859, top5_acc: 0.6456, loss_cls: 2.8396, loss: 2.8396, grad_norm: 5.1119 2020-09-30 22:48:31,514 - mmaction - INFO - Epoch [4][940/2825] lr: 7.500e-03, eta: 3 days, 7:14:18, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.3857, top5_acc: 0.6406, loss_cls: 2.8364, loss: 2.8364, grad_norm: 5.0762 2020-09-30 22:48:51,622 - mmaction - INFO - Epoch [4][960/2825] lr: 7.500e-03, eta: 3 days, 7:13:34, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4099, top5_acc: 0.6391, loss_cls: 2.7495, loss: 2.7495, grad_norm: 5.0080 2020-09-30 22:49:13,655 - mmaction - INFO - Epoch [4][980/2825] lr: 7.500e-03, eta: 3 days, 7:13:47, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.3911, top5_acc: 0.6398, loss_cls: 2.8386, loss: 2.8386, grad_norm: 5.1076 2020-09-30 22:49:32,963 - mmaction - INFO - Epoch [4][1000/2825] lr: 7.500e-03, eta: 3 days, 7:12:40, time: 0.965, data_time: 0.001, memory: 8353, top1_acc: 0.3872, top5_acc: 0.6458, loss_cls: 2.8005, loss: 2.8005, grad_norm: 5.1903 2020-09-30 22:49:54,744 - mmaction - INFO - Epoch [4][1020/2825] lr: 7.500e-03, eta: 3 days, 7:12:45, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.3904, top5_acc: 0.6477, loss_cls: 2.7797, loss: 2.7797, grad_norm: 5.1269 2020-09-30 22:50:14,442 - mmaction - INFO - Epoch [4][1040/2825] lr: 7.500e-03, eta: 3 days, 7:11:49, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.3956, top5_acc: 0.6414, loss_cls: 2.8004, loss: 2.8004, grad_norm: 5.0913 2020-09-30 22:50:34,457 - mmaction - INFO - Epoch [4][1060/2825] lr: 7.500e-03, eta: 3 days, 7:11:04, time: 1.002, data_time: 0.003, memory: 8353, top1_acc: 0.4086, top5_acc: 0.6490, loss_cls: 2.7853, loss: 2.7853, grad_norm: 5.1635 2020-09-30 22:50:55,385 - mmaction - INFO - Epoch [4][1080/2825] lr: 7.500e-03, eta: 3 days, 7:10:44, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.3943, top5_acc: 0.6503, loss_cls: 2.8356, loss: 2.8356, grad_norm: 5.1471 2020-09-30 22:51:15,591 - mmaction - INFO - Epoch [4][1100/2825] lr: 7.500e-03, eta: 3 days, 7:10:04, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.3849, top5_acc: 0.6320, loss_cls: 2.8650, loss: 2.8650, grad_norm: 5.1367 2020-09-30 22:51:36,430 - mmaction - INFO - Epoch [4][1120/2825] lr: 7.500e-03, eta: 3 days, 7:09:42, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.3875, top5_acc: 0.6461, loss_cls: 2.8521, loss: 2.8521, grad_norm: 5.2186 2020-09-30 22:51:58,377 - mmaction - INFO - Epoch [4][1140/2825] lr: 7.500e-03, eta: 3 days, 7:09:51, time: 1.097, data_time: 0.001, memory: 8353, top1_acc: 0.3875, top5_acc: 0.6385, loss_cls: 2.8659, loss: 2.8659, grad_norm: 5.1550 2020-09-30 22:52:18,046 - mmaction - INFO - Epoch [4][1160/2825] lr: 7.500e-03, eta: 3 days, 7:08:56, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.3849, top5_acc: 0.6365, loss_cls: 2.8579, loss: 2.8579, grad_norm: 5.1745 2020-09-30 22:52:39,123 - mmaction - INFO - Epoch [4][1180/2825] lr: 7.500e-03, eta: 3 days, 7:08:40, time: 1.053, data_time: 0.033, memory: 8353, top1_acc: 0.3880, top5_acc: 0.6346, loss_cls: 2.8567, loss: 2.8567, grad_norm: 5.1760 2020-09-30 22:52:59,707 - mmaction - INFO - Epoch [4][1200/2825] lr: 7.500e-03, eta: 3 days, 7:08:11, time: 1.030, data_time: 0.051, memory: 8353, top1_acc: 0.4013, top5_acc: 0.6409, loss_cls: 2.8061, loss: 2.8061, grad_norm: 5.1684 2020-09-30 22:53:21,026 - mmaction - INFO - Epoch [4][1220/2825] lr: 7.500e-03, eta: 3 days, 7:08:02, time: 1.066, data_time: 0.027, memory: 8353, top1_acc: 0.3987, top5_acc: 0.6469, loss_cls: 2.7819, loss: 2.7819, grad_norm: 5.0713 2020-09-30 22:53:42,641 - mmaction - INFO - Epoch [4][1240/2825] lr: 7.500e-03, eta: 3 days, 7:08:02, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.3883, top5_acc: 0.6307, loss_cls: 2.8356, loss: 2.8356, grad_norm: 5.1223 2020-09-30 22:54:02,365 - mmaction - INFO - Epoch [4][1260/2825] lr: 7.500e-03, eta: 3 days, 7:07:08, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.3924, top5_acc: 0.6362, loss_cls: 2.8469, loss: 2.8469, grad_norm: 5.1430 2020-09-30 22:54:22,349 - mmaction - INFO - Epoch [4][1280/2825] lr: 7.500e-03, eta: 3 days, 7:06:22, time: 1.001, data_time: 0.061, memory: 8353, top1_acc: 0.3865, top5_acc: 0.6417, loss_cls: 2.8257, loss: 2.8257, grad_norm: 5.0764 2020-09-30 22:54:43,397 - mmaction - INFO - Epoch [4][1300/2825] lr: 7.500e-03, eta: 3 days, 7:06:06, time: 1.052, data_time: 0.245, memory: 8353, top1_acc: 0.3974, top5_acc: 0.6560, loss_cls: 2.7789, loss: 2.7789, grad_norm: 5.1437 2020-09-30 22:55:03,858 - mmaction - INFO - Epoch [4][1320/2825] lr: 7.500e-03, eta: 3 days, 7:05:33, time: 1.023, data_time: 0.050, memory: 8353, top1_acc: 0.3888, top5_acc: 0.6378, loss_cls: 2.8653, loss: 2.8653, grad_norm: 5.1618 2020-09-30 22:55:24,097 - mmaction - INFO - Epoch [4][1340/2825] lr: 7.500e-03, eta: 3 days, 7:04:55, time: 1.012, data_time: 0.064, memory: 8353, top1_acc: 0.3951, top5_acc: 0.6372, loss_cls: 2.8293, loss: 2.8293, grad_norm: 5.0859 2020-09-30 22:55:44,467 - mmaction - INFO - Epoch [4][1360/2825] lr: 7.500e-03, eta: 3 days, 7:04:19, time: 1.017, data_time: 0.059, memory: 8353, top1_acc: 0.3940, top5_acc: 0.6456, loss_cls: 2.8215, loss: 2.8215, grad_norm: 5.1631 2020-09-30 22:56:04,951 - mmaction - INFO - Epoch [4][1380/2825] lr: 7.500e-03, eta: 3 days, 7:03:48, time: 1.025, data_time: 0.037, memory: 8353, top1_acc: 0.3969, top5_acc: 0.6414, loss_cls: 2.7892, loss: 2.7892, grad_norm: 5.1382 2020-09-30 22:56:25,806 - mmaction - INFO - Epoch [4][1400/2825] lr: 7.500e-03, eta: 3 days, 7:03:26, time: 1.043, data_time: 0.141, memory: 8353, top1_acc: 0.3779, top5_acc: 0.6286, loss_cls: 2.8657, loss: 2.8657, grad_norm: 5.2101 2020-09-30 22:56:46,721 - mmaction - INFO - Epoch [4][1420/2825] lr: 7.500e-03, eta: 3 days, 7:03:06, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.3948, top5_acc: 0.6424, loss_cls: 2.8249, loss: 2.8249, grad_norm: 5.1701 2020-09-30 22:57:08,333 - mmaction - INFO - Epoch [4][1440/2825] lr: 7.500e-03, eta: 3 days, 7:03:06, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.3911, top5_acc: 0.6401, loss_cls: 2.8237, loss: 2.8237, grad_norm: 5.1200 2020-09-30 22:57:27,333 - mmaction - INFO - Epoch [4][1460/2825] lr: 7.500e-03, eta: 3 days, 7:01:53, time: 0.950, data_time: 0.001, memory: 8353, top1_acc: 0.3901, top5_acc: 0.6318, loss_cls: 2.8736, loss: 2.8736, grad_norm: 5.2380 2020-09-30 22:57:49,471 - mmaction - INFO - Epoch [4][1480/2825] lr: 7.500e-03, eta: 3 days, 7:02:07, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.3833, top5_acc: 0.6451, loss_cls: 2.8184, loss: 2.8184, grad_norm: 5.0788 2020-09-30 22:58:08,968 - mmaction - INFO - Epoch [4][1500/2825] lr: 7.500e-03, eta: 3 days, 7:01:08, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.3984, top5_acc: 0.6391, loss_cls: 2.7749, loss: 2.7749, grad_norm: 5.0996 2020-09-30 22:58:30,025 - mmaction - INFO - Epoch [4][1520/2825] lr: 7.500e-03, eta: 3 days, 7:00:52, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.3982, top5_acc: 0.6581, loss_cls: 2.7666, loss: 2.7666, grad_norm: 5.1917 2020-09-30 22:58:50,319 - mmaction - INFO - Epoch [4][1540/2825] lr: 7.500e-03, eta: 3 days, 7:00:15, time: 1.013, data_time: 0.019, memory: 8353, top1_acc: 0.3813, top5_acc: 0.6432, loss_cls: 2.8396, loss: 2.8396, grad_norm: 5.2313 2020-09-30 22:59:10,557 - mmaction - INFO - Epoch [4][1560/2825] lr: 7.500e-03, eta: 3 days, 6:59:37, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.3987, top5_acc: 0.6445, loss_cls: 2.7672, loss: 2.7672, grad_norm: 5.1161 2020-09-30 22:59:31,952 - mmaction - INFO - Epoch [4][1580/2825] lr: 7.500e-03, eta: 3 days, 6:59:30, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.4099, top5_acc: 0.6461, loss_cls: 2.8244, loss: 2.8244, grad_norm: 5.1171 2020-09-30 22:59:51,933 - mmaction - INFO - Epoch [4][1600/2825] lr: 7.500e-03, eta: 3 days, 6:58:45, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.4013, top5_acc: 0.6536, loss_cls: 2.7535, loss: 2.7535, grad_norm: 5.1002 2020-09-30 23:00:14,319 - mmaction - INFO - Epoch [4][1620/2825] lr: 7.500e-03, eta: 3 days, 6:59:05, time: 1.120, data_time: 0.077, memory: 8353, top1_acc: 0.3839, top5_acc: 0.6357, loss_cls: 2.8688, loss: 2.8688, grad_norm: 5.2093 2020-09-30 23:00:35,501 - mmaction - INFO - Epoch [4][1640/2825] lr: 7.500e-03, eta: 3 days, 6:58:53, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.3966, top5_acc: 0.6544, loss_cls: 2.7541, loss: 2.7541, grad_norm: 5.0522 2020-09-30 23:00:56,145 - mmaction - INFO - Epoch [4][1660/2825] lr: 7.500e-03, eta: 3 days, 6:58:25, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.4000, top5_acc: 0.6383, loss_cls: 2.7905, loss: 2.7905, grad_norm: 5.1163 2020-09-30 23:01:16,760 - mmaction - INFO - Epoch [4][1680/2825] lr: 7.500e-03, eta: 3 days, 6:57:57, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.4070, top5_acc: 0.6500, loss_cls: 2.7500, loss: 2.7500, grad_norm: 5.0425 2020-09-30 23:01:37,522 - mmaction - INFO - Epoch [4][1700/2825] lr: 7.500e-03, eta: 3 days, 6:57:33, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.3880, top5_acc: 0.6523, loss_cls: 2.8229, loss: 2.8229, grad_norm: 5.0884 2020-09-30 23:01:57,459 - mmaction - INFO - Epoch [4][1720/2825] lr: 7.500e-03, eta: 3 days, 6:56:47, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.4008, top5_acc: 0.6516, loss_cls: 2.7760, loss: 2.7760, grad_norm: 5.0941 2020-09-30 23:02:18,609 - mmaction - INFO - Epoch [4][1740/2825] lr: 7.500e-03, eta: 3 days, 6:56:34, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.3859, top5_acc: 0.6349, loss_cls: 2.8459, loss: 2.8459, grad_norm: 5.1853 2020-09-30 23:02:39,795 - mmaction - INFO - Epoch [4][1760/2825] lr: 7.500e-03, eta: 3 days, 6:56:21, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.3924, top5_acc: 0.6477, loss_cls: 2.8195, loss: 2.8195, grad_norm: 5.1346 2020-09-30 23:03:00,615 - mmaction - INFO - Epoch [4][1780/2825] lr: 7.500e-03, eta: 3 days, 6:55:59, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.3938, top5_acc: 0.6456, loss_cls: 2.7920, loss: 2.7920, grad_norm: 5.1707 2020-09-30 23:03:21,020 - mmaction - INFO - Epoch [4][1800/2825] lr: 7.500e-03, eta: 3 days, 6:55:25, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.3846, top5_acc: 0.6409, loss_cls: 2.8077, loss: 2.8077, grad_norm: 5.1606 2020-09-30 23:03:41,226 - mmaction - INFO - Epoch [4][1820/2825] lr: 7.500e-03, eta: 3 days, 6:54:47, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.3885, top5_acc: 0.6437, loss_cls: 2.8118, loss: 2.8118, grad_norm: 5.1156 2020-09-30 23:04:01,577 - mmaction - INFO - Epoch [4][1840/2825] lr: 7.500e-03, eta: 3 days, 6:54:12, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4005, top5_acc: 0.6430, loss_cls: 2.7959, loss: 2.7959, grad_norm: 5.1330 2020-09-30 23:04:22,250 - mmaction - INFO - Epoch [4][1860/2825] lr: 7.500e-03, eta: 3 days, 6:53:46, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.3935, top5_acc: 0.6492, loss_cls: 2.7662, loss: 2.7662, grad_norm: 5.1163 2020-09-30 23:04:43,109 - mmaction - INFO - Epoch [4][1880/2825] lr: 7.500e-03, eta: 3 days, 6:53:25, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4031, top5_acc: 0.6388, loss_cls: 2.7956, loss: 2.7956, grad_norm: 5.1088 2020-09-30 23:05:04,207 - mmaction - INFO - Epoch [4][1900/2825] lr: 7.500e-03, eta: 3 days, 6:53:10, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.3901, top5_acc: 0.6435, loss_cls: 2.7830, loss: 2.7830, grad_norm: 5.2109 2020-09-30 23:05:24,915 - mmaction - INFO - Epoch [4][1920/2825] lr: 7.500e-03, eta: 3 days, 6:52:45, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.3924, top5_acc: 0.6487, loss_cls: 2.7950, loss: 2.7950, grad_norm: 5.1208 2020-09-30 23:05:45,655 - mmaction - INFO - Epoch [4][1940/2825] lr: 7.500e-03, eta: 3 days, 6:52:21, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.4068, top5_acc: 0.6521, loss_cls: 2.7614, loss: 2.7614, grad_norm: 5.1106 2020-09-30 23:06:06,767 - mmaction - INFO - Epoch [4][1960/2825] lr: 7.500e-03, eta: 3 days, 6:52:06, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.3888, top5_acc: 0.6505, loss_cls: 2.8315, loss: 2.8315, grad_norm: 5.1463 2020-09-30 23:06:25,789 - mmaction - INFO - Epoch [4][1980/2825] lr: 7.500e-03, eta: 3 days, 6:50:57, time: 0.952, data_time: 0.002, memory: 8353, top1_acc: 0.3995, top5_acc: 0.6518, loss_cls: 2.8055, loss: 2.8055, grad_norm: 5.1606 2020-09-30 23:06:47,304 - mmaction - INFO - Epoch [4][2000/2825] lr: 7.500e-03, eta: 3 days, 6:50:53, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7746, loss: 2.7746, grad_norm: 5.1989 2020-09-30 23:07:08,327 - mmaction - INFO - Epoch [4][2020/2825] lr: 7.500e-03, eta: 3 days, 6:50:37, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.3885, top5_acc: 0.6302, loss_cls: 2.8519, loss: 2.8519, grad_norm: 5.2138 2020-09-30 23:07:27,351 - mmaction - INFO - Epoch [4][2040/2825] lr: 7.500e-03, eta: 3 days, 6:49:27, time: 0.950, data_time: 0.001, memory: 8353, top1_acc: 0.4005, top5_acc: 0.6544, loss_cls: 2.7557, loss: 2.7557, grad_norm: 5.1048 2020-09-30 23:07:47,746 - mmaction - INFO - Epoch [4][2060/2825] lr: 7.500e-03, eta: 3 days, 6:48:54, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.3922, top5_acc: 0.6474, loss_cls: 2.7918, loss: 2.7918, grad_norm: 5.1589 2020-09-30 23:08:08,283 - mmaction - INFO - Epoch [4][2080/2825] lr: 7.500e-03, eta: 3 days, 6:48:25, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.3839, top5_acc: 0.6474, loss_cls: 2.8238, loss: 2.8238, grad_norm: 5.2074 2020-09-30 23:08:29,335 - mmaction - INFO - Epoch [4][2100/2825] lr: 7.500e-03, eta: 3 days, 6:48:09, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.3979, top5_acc: 0.6482, loss_cls: 2.8228, loss: 2.8228, grad_norm: 5.1165 2020-09-30 23:08:50,245 - mmaction - INFO - Epoch [4][2120/2825] lr: 7.500e-03, eta: 3 days, 6:47:49, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.4000, top5_acc: 0.6448, loss_cls: 2.7891, loss: 2.7891, grad_norm: 5.0344 2020-09-30 23:09:09,651 - mmaction - INFO - Epoch [4][2140/2825] lr: 7.500e-03, eta: 3 days, 6:46:51, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.3891, top5_acc: 0.6313, loss_cls: 2.8190, loss: 2.8190, grad_norm: 5.1812 2020-09-30 23:09:31,648 - mmaction - INFO - Epoch [4][2160/2825] lr: 7.500e-03, eta: 3 days, 6:46:59, time: 1.099, data_time: 0.001, memory: 8353, top1_acc: 0.4034, top5_acc: 0.6570, loss_cls: 2.7800, loss: 2.7800, grad_norm: 5.1431 2020-09-30 23:09:51,941 - mmaction - INFO - Epoch [4][2180/2825] lr: 7.500e-03, eta: 3 days, 6:46:24, time: 1.016, data_time: 0.003, memory: 8353, top1_acc: 0.3859, top5_acc: 0.6411, loss_cls: 2.8036, loss: 2.8036, grad_norm: 5.1365 2020-09-30 23:10:12,261 - mmaction - INFO - Epoch [4][2200/2825] lr: 7.500e-03, eta: 3 days, 6:45:49, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.7967, loss: 2.7967, grad_norm: 5.1885 2020-09-30 23:10:34,766 - mmaction - INFO - Epoch [4][2220/2825] lr: 7.500e-03, eta: 3 days, 6:46:10, time: 1.126, data_time: 0.002, memory: 8353, top1_acc: 0.4146, top5_acc: 0.6602, loss_cls: 2.7022, loss: 2.7022, grad_norm: 5.0484 2020-09-30 23:10:53,277 - mmaction - INFO - Epoch [4][2240/2825] lr: 7.500e-03, eta: 3 days, 6:44:50, time: 0.926, data_time: 0.001, memory: 8353, top1_acc: 0.3909, top5_acc: 0.6500, loss_cls: 2.7861, loss: 2.7861, grad_norm: 5.1621 2020-09-30 23:11:15,006 - mmaction - INFO - Epoch [4][2260/2825] lr: 7.500e-03, eta: 3 days, 6:44:50, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.4021, top5_acc: 0.6464, loss_cls: 2.7902, loss: 2.7902, grad_norm: 5.1585 2020-09-30 23:11:36,100 - mmaction - INFO - Epoch [4][2280/2825] lr: 7.500e-03, eta: 3 days, 6:44:35, time: 1.055, data_time: 0.003, memory: 8353, top1_acc: 0.3979, top5_acc: 0.6477, loss_cls: 2.7737, loss: 2.7737, grad_norm: 5.0926 2020-09-30 23:11:58,202 - mmaction - INFO - Epoch [4][2300/2825] lr: 7.500e-03, eta: 3 days, 6:44:46, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.4156, top5_acc: 0.6547, loss_cls: 2.7377, loss: 2.7377, grad_norm: 5.1489 2020-09-30 23:12:17,993 - mmaction - INFO - Epoch [4][2320/2825] lr: 7.500e-03, eta: 3 days, 6:43:58, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.3987, top5_acc: 0.6435, loss_cls: 2.7983, loss: 2.7983, grad_norm: 5.2037 2020-09-30 23:12:38,368 - mmaction - INFO - Epoch [4][2340/2825] lr: 7.500e-03, eta: 3 days, 6:43:25, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.4018, top5_acc: 0.6531, loss_cls: 2.7320, loss: 2.7320, grad_norm: 5.0831 2020-09-30 23:12:59,534 - mmaction - INFO - Epoch [4][2360/2825] lr: 7.500e-03, eta: 3 days, 6:43:12, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4096, top5_acc: 0.6518, loss_cls: 2.7527, loss: 2.7527, grad_norm: 5.1502 2020-09-30 23:13:19,915 - mmaction - INFO - Epoch [4][2380/2825] lr: 7.500e-03, eta: 3 days, 6:42:39, time: 1.019, data_time: 0.116, memory: 8353, top1_acc: 0.3896, top5_acc: 0.6419, loss_cls: 2.7988, loss: 2.7988, grad_norm: 5.2109 2020-09-30 23:13:40,349 - mmaction - INFO - Epoch [4][2400/2825] lr: 7.500e-03, eta: 3 days, 6:42:07, time: 1.022, data_time: 0.009, memory: 8353, top1_acc: 0.3987, top5_acc: 0.6549, loss_cls: 2.7498, loss: 2.7498, grad_norm: 5.1085 2020-09-30 23:14:00,890 - mmaction - INFO - Epoch [4][2420/2825] lr: 7.500e-03, eta: 3 days, 6:41:38, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.3932, top5_acc: 0.6404, loss_cls: 2.8459, loss: 2.8459, grad_norm: 5.1867 2020-09-30 23:14:21,377 - mmaction - INFO - Epoch [4][2440/2825] lr: 7.500e-03, eta: 3 days, 6:41:08, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4049, top5_acc: 0.6526, loss_cls: 2.7599, loss: 2.7599, grad_norm: 5.1288 2020-09-30 23:14:42,001 - mmaction - INFO - Epoch [4][2460/2825] lr: 7.500e-03, eta: 3 days, 6:40:41, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.7254, loss: 2.7254, grad_norm: 5.0563 2020-09-30 23:15:02,434 - mmaction - INFO - Epoch [4][2480/2825] lr: 7.500e-03, eta: 3 days, 6:40:10, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.4039, top5_acc: 0.6542, loss_cls: 2.7208, loss: 2.7208, grad_norm: 5.0741 2020-09-30 23:15:22,956 - mmaction - INFO - Epoch [4][2500/2825] lr: 7.500e-03, eta: 3 days, 6:39:40, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4018, top5_acc: 0.6516, loss_cls: 2.7334, loss: 2.7334, grad_norm: 5.1295 2020-09-30 23:15:44,810 - mmaction - INFO - Epoch [4][2520/2825] lr: 7.500e-03, eta: 3 days, 6:39:44, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.3992, top5_acc: 0.6469, loss_cls: 2.7806, loss: 2.7806, grad_norm: 5.1546 2020-09-30 23:16:05,322 - mmaction - INFO - Epoch [4][2540/2825] lr: 7.500e-03, eta: 3 days, 6:39:15, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.3805, top5_acc: 0.6380, loss_cls: 2.8498, loss: 2.8498, grad_norm: 5.2204 2020-09-30 23:16:25,714 - mmaction - INFO - Epoch [4][2560/2825] lr: 7.500e-03, eta: 3 days, 6:38:43, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.4003, top5_acc: 0.6534, loss_cls: 2.8038, loss: 2.8038, grad_norm: 5.2312 2020-09-30 23:16:46,813 - mmaction - INFO - Epoch [4][2580/2825] lr: 7.500e-03, eta: 3 days, 6:38:28, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.3932, top5_acc: 0.6445, loss_cls: 2.7872, loss: 2.7872, grad_norm: 5.1163 2020-09-30 23:17:07,526 - mmaction - INFO - Epoch [4][2600/2825] lr: 7.500e-03, eta: 3 days, 6:38:03, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.3956, top5_acc: 0.6505, loss_cls: 2.7702, loss: 2.7702, grad_norm: 5.1010 2020-09-30 23:17:27,529 - mmaction - INFO - Epoch [4][2620/2825] lr: 7.500e-03, eta: 3 days, 6:37:21, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4044, top5_acc: 0.6529, loss_cls: 2.7542, loss: 2.7542, grad_norm: 5.1132 2020-09-30 23:17:48,160 - mmaction - INFO - Epoch [4][2640/2825] lr: 7.500e-03, eta: 3 days, 6:36:55, time: 1.031, data_time: 0.025, memory: 8353, top1_acc: 0.3974, top5_acc: 0.6497, loss_cls: 2.7854, loss: 2.7854, grad_norm: 5.2483 2020-09-30 23:18:09,162 - mmaction - INFO - Epoch [4][2660/2825] lr: 7.500e-03, eta: 3 days, 6:36:37, time: 1.050, data_time: 0.081, memory: 8353, top1_acc: 0.3831, top5_acc: 0.6305, loss_cls: 2.8192, loss: 2.8192, grad_norm: 5.2456 2020-09-30 23:18:30,177 - mmaction - INFO - Epoch [4][2680/2825] lr: 7.500e-03, eta: 3 days, 6:36:20, time: 1.051, data_time: 0.320, memory: 8353, top1_acc: 0.4081, top5_acc: 0.6589, loss_cls: 2.7478, loss: 2.7478, grad_norm: 5.1184 2020-09-30 23:18:51,532 - mmaction - INFO - Epoch [4][2700/2825] lr: 7.500e-03, eta: 3 days, 6:36:12, time: 1.068, data_time: 0.094, memory: 8353, top1_acc: 0.3958, top5_acc: 0.6461, loss_cls: 2.7952, loss: 2.7952, grad_norm: 5.1743 2020-09-30 23:19:11,451 - mmaction - INFO - Epoch [4][2720/2825] lr: 7.500e-03, eta: 3 days, 6:35:28, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.4021, top5_acc: 0.6503, loss_cls: 2.7548, loss: 2.7548, grad_norm: 5.1017 2020-09-30 23:19:32,151 - mmaction - INFO - Epoch [4][2740/2825] lr: 7.500e-03, eta: 3 days, 6:35:03, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.3987, top5_acc: 0.6516, loss_cls: 2.7819, loss: 2.7819, grad_norm: 5.1499 2020-09-30 23:19:53,575 - mmaction - INFO - Epoch [4][2760/2825] lr: 7.500e-03, eta: 3 days, 6:34:56, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.3940, top5_acc: 0.6372, loss_cls: 2.8381, loss: 2.8381, grad_norm: 5.2017 2020-09-30 23:20:14,509 - mmaction - INFO - Epoch [4][2780/2825] lr: 7.500e-03, eta: 3 days, 6:34:37, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.3958, top5_acc: 0.6484, loss_cls: 2.7728, loss: 2.7728, grad_norm: 5.1878 2020-09-30 23:20:33,545 - mmaction - INFO - Epoch [4][2800/2825] lr: 7.500e-03, eta: 3 days, 6:33:32, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.7731, loss: 2.7731, grad_norm: 5.2199 2020-09-30 23:20:54,052 - mmaction - INFO - Epoch [4][2820/2825] lr: 7.500e-03, eta: 3 days, 6:33:03, time: 1.026, data_time: 0.003, memory: 8353, top1_acc: 0.3924, top5_acc: 0.6477, loss_cls: 2.7816, loss: 2.7816, grad_norm: 5.1084 2020-09-30 23:21:00,600 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-09-30 23:21:48,636 - mmaction - INFO - Epoch [5][20/2825] lr: 7.500e-03, eta: 3 days, 6:40:50, time: 2.331, data_time: 1.481, memory: 8353, top1_acc: 0.4104, top5_acc: 0.6505, loss_cls: 2.7357, loss: 2.7357, grad_norm: 5.1064 2020-09-30 23:22:10,858 - mmaction - INFO - Epoch [5][40/2825] lr: 7.500e-03, eta: 3 days, 6:41:01, time: 1.112, data_time: 0.054, memory: 8353, top1_acc: 0.4070, top5_acc: 0.6536, loss_cls: 2.7469, loss: 2.7469, grad_norm: 5.1736 2020-09-30 23:22:30,816 - mmaction - INFO - Epoch [5][60/2825] lr: 7.500e-03, eta: 3 days, 6:40:17, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.4133, top5_acc: 0.6622, loss_cls: 2.6944, loss: 2.6944, grad_norm: 5.0931 2020-09-30 23:22:52,165 - mmaction - INFO - Epoch [5][80/2825] lr: 7.500e-03, eta: 3 days, 6:40:07, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.3995, top5_acc: 0.6578, loss_cls: 2.7524, loss: 2.7524, grad_norm: 5.0956 2020-09-30 23:23:12,166 - mmaction - INFO - Epoch [5][100/2825] lr: 7.500e-03, eta: 3 days, 6:39:25, time: 1.001, data_time: 0.004, memory: 8353, top1_acc: 0.4104, top5_acc: 0.6625, loss_cls: 2.6720, loss: 2.6720, grad_norm: 5.1454 2020-09-30 23:23:32,974 - mmaction - INFO - Epoch [5][120/2825] lr: 7.500e-03, eta: 3 days, 6:39:03, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.3964, top5_acc: 0.6471, loss_cls: 2.7719, loss: 2.7719, grad_norm: 5.2010 2020-09-30 23:23:53,442 - mmaction - INFO - Epoch [5][140/2825] lr: 7.500e-03, eta: 3 days, 6:38:31, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.4146, top5_acc: 0.6716, loss_cls: 2.6834, loss: 2.6834, grad_norm: 5.1160 2020-09-30 23:24:14,479 - mmaction - INFO - Epoch [5][160/2825] lr: 7.500e-03, eta: 3 days, 6:38:14, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.3911, top5_acc: 0.6482, loss_cls: 2.7981, loss: 2.7981, grad_norm: 5.2645 2020-09-30 23:24:35,451 - mmaction - INFO - Epoch [5][180/2825] lr: 7.500e-03, eta: 3 days, 6:37:55, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4169, top5_acc: 0.6581, loss_cls: 2.7069, loss: 2.7069, grad_norm: 5.1466 2020-09-30 23:24:56,522 - mmaction - INFO - Epoch [5][200/2825] lr: 7.500e-03, eta: 3 days, 6:37:39, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.4042, top5_acc: 0.6500, loss_cls: 2.7562, loss: 2.7562, grad_norm: 5.1060 2020-09-30 23:25:17,249 - mmaction - INFO - Epoch [5][220/2825] lr: 7.500e-03, eta: 3 days, 6:37:14, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4224, top5_acc: 0.6695, loss_cls: 2.6633, loss: 2.6633, grad_norm: 5.0953 2020-09-30 23:25:38,631 - mmaction - INFO - Epoch [5][240/2825] lr: 7.500e-03, eta: 3 days, 6:37:05, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4130, top5_acc: 0.6596, loss_cls: 2.7099, loss: 2.7099, grad_norm: 5.0532 2020-09-30 23:25:59,497 - mmaction - INFO - Epoch [5][260/2825] lr: 7.500e-03, eta: 3 days, 6:36:43, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.4068, top5_acc: 0.6539, loss_cls: 2.7366, loss: 2.7366, grad_norm: 5.0771 2020-09-30 23:26:18,559 - mmaction - INFO - Epoch [5][280/2825] lr: 7.500e-03, eta: 3 days, 6:35:39, time: 0.952, data_time: 0.002, memory: 8353, top1_acc: 0.4060, top5_acc: 0.6516, loss_cls: 2.7581, loss: 2.7581, grad_norm: 5.1661 2020-09-30 23:26:39,319 - mmaction - INFO - Epoch [5][300/2825] lr: 7.500e-03, eta: 3 days, 6:35:15, time: 1.038, data_time: 0.113, memory: 8353, top1_acc: 0.4148, top5_acc: 0.6596, loss_cls: 2.7066, loss: 2.7066, grad_norm: 5.0653 2020-09-30 23:27:00,688 - mmaction - INFO - Epoch [5][320/2825] lr: 7.500e-03, eta: 3 days, 6:35:06, time: 1.069, data_time: 0.007, memory: 8353, top1_acc: 0.4021, top5_acc: 0.6461, loss_cls: 2.7628, loss: 2.7628, grad_norm: 5.1098 2020-09-30 23:27:21,042 - mmaction - INFO - Epoch [5][340/2825] lr: 7.500e-03, eta: 3 days, 6:34:32, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.3956, top5_acc: 0.6518, loss_cls: 2.7419, loss: 2.7419, grad_norm: 5.1801 2020-09-30 23:27:42,554 - mmaction - INFO - Epoch [5][360/2825] lr: 7.500e-03, eta: 3 days, 6:34:26, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.4164, top5_acc: 0.6604, loss_cls: 2.6949, loss: 2.6949, grad_norm: 5.0690 2020-09-30 23:28:03,697 - mmaction - INFO - Epoch [5][380/2825] lr: 7.500e-03, eta: 3 days, 6:34:11, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.4122, top5_acc: 0.6557, loss_cls: 2.7355, loss: 2.7355, grad_norm: 5.1470 2020-09-30 23:28:23,670 - mmaction - INFO - Epoch [5][400/2825] lr: 7.500e-03, eta: 3 days, 6:33:29, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.4109, top5_acc: 0.6547, loss_cls: 2.7213, loss: 2.7213, grad_norm: 5.1362 2020-09-30 23:28:44,207 - mmaction - INFO - Epoch [5][420/2825] lr: 7.500e-03, eta: 3 days, 6:33:00, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4125, top5_acc: 0.6581, loss_cls: 2.7304, loss: 2.7304, grad_norm: 5.1523 2020-09-30 23:29:04,333 - mmaction - INFO - Epoch [5][440/2825] lr: 7.500e-03, eta: 3 days, 6:32:22, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.4026, top5_acc: 0.6482, loss_cls: 2.7735, loss: 2.7735, grad_norm: 5.2479 2020-09-30 23:29:25,813 - mmaction - INFO - Epoch [5][460/2825] lr: 7.500e-03, eta: 3 days, 6:32:14, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.3992, top5_acc: 0.6565, loss_cls: 2.7143, loss: 2.7143, grad_norm: 5.1985 2020-09-30 23:29:46,804 - mmaction - INFO - Epoch [5][480/2825] lr: 7.500e-03, eta: 3 days, 6:31:56, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4078, top5_acc: 0.6542, loss_cls: 2.7226, loss: 2.7226, grad_norm: 5.0798 2020-09-30 23:30:07,517 - mmaction - INFO - Epoch [5][500/2825] lr: 7.500e-03, eta: 3 days, 6:31:31, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.4060, top5_acc: 0.6552, loss_cls: 2.7532, loss: 2.7532, grad_norm: 5.1972 2020-09-30 23:30:29,522 - mmaction - INFO - Epoch [5][520/2825] lr: 7.500e-03, eta: 3 days, 6:31:36, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.4000, top5_acc: 0.6581, loss_cls: 2.7549, loss: 2.7549, grad_norm: 5.2771 2020-09-30 23:30:49,655 - mmaction - INFO - Epoch [5][540/2825] lr: 7.500e-03, eta: 3 days, 6:30:58, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6994, loss: 2.6994, grad_norm: 5.1090 2020-09-30 23:31:09,835 - mmaction - INFO - Epoch [5][560/2825] lr: 7.500e-03, eta: 3 days, 6:30:20, time: 1.007, data_time: 0.011, memory: 8353, top1_acc: 0.4159, top5_acc: 0.6513, loss_cls: 2.7266, loss: 2.7266, grad_norm: 5.1415 2020-09-30 23:31:30,528 - mmaction - INFO - Epoch [5][580/2825] lr: 7.500e-03, eta: 3 days, 6:29:56, time: 1.036, data_time: 0.059, memory: 8353, top1_acc: 0.3992, top5_acc: 0.6500, loss_cls: 2.7972, loss: 2.7972, grad_norm: 5.2621 2020-09-30 23:31:50,769 - mmaction - INFO - Epoch [5][600/2825] lr: 7.500e-03, eta: 3 days, 6:29:20, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.7127, loss: 2.7127, grad_norm: 5.1602 2020-09-30 23:32:12,116 - mmaction - INFO - Epoch [5][620/2825] lr: 7.500e-03, eta: 3 days, 6:29:10, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4065, top5_acc: 0.6552, loss_cls: 2.7400, loss: 2.7400, grad_norm: 5.2177 2020-09-30 23:32:33,246 - mmaction - INFO - Epoch [5][640/2825] lr: 7.500e-03, eta: 3 days, 6:28:55, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.7333, loss: 2.7333, grad_norm: 5.1900 2020-09-30 23:32:53,164 - mmaction - INFO - Epoch [5][660/2825] lr: 7.500e-03, eta: 3 days, 6:28:11, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.4076, top5_acc: 0.6576, loss_cls: 2.6790, loss: 2.6790, grad_norm: 5.1620 2020-09-30 23:33:14,694 - mmaction - INFO - Epoch [5][680/2825] lr: 7.500e-03, eta: 3 days, 6:28:05, time: 1.077, data_time: 0.003, memory: 8353, top1_acc: 0.4161, top5_acc: 0.6693, loss_cls: 2.6707, loss: 2.6707, grad_norm: 5.1010 2020-09-30 23:33:34,681 - mmaction - INFO - Epoch [5][700/2825] lr: 7.500e-03, eta: 3 days, 6:27:24, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.4073, top5_acc: 0.6503, loss_cls: 2.7500, loss: 2.7500, grad_norm: 5.2445 2020-09-30 23:33:56,300 - mmaction - INFO - Epoch [5][720/2825] lr: 7.500e-03, eta: 3 days, 6:27:19, time: 1.080, data_time: 0.040, memory: 8353, top1_acc: 0.4076, top5_acc: 0.6643, loss_cls: 2.6866, loss: 2.6866, grad_norm: 5.1376 2020-09-30 23:34:16,923 - mmaction - INFO - Epoch [5][740/2825] lr: 7.500e-03, eta: 3 days, 6:26:53, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.4167, top5_acc: 0.6547, loss_cls: 2.7067, loss: 2.7067, grad_norm: 5.1479 2020-09-30 23:34:37,150 - mmaction - INFO - Epoch [5][760/2825] lr: 7.500e-03, eta: 3 days, 6:26:18, time: 1.012, data_time: 0.014, memory: 8353, top1_acc: 0.3901, top5_acc: 0.6523, loss_cls: 2.7871, loss: 2.7871, grad_norm: 5.2579 2020-09-30 23:34:58,746 - mmaction - INFO - Epoch [5][780/2825] lr: 7.500e-03, eta: 3 days, 6:26:12, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.4107, top5_acc: 0.6622, loss_cls: 2.7114, loss: 2.7114, grad_norm: 5.1202 2020-09-30 23:35:19,624 - mmaction - INFO - Epoch [5][800/2825] lr: 7.500e-03, eta: 3 days, 6:25:51, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.4026, top5_acc: 0.6490, loss_cls: 2.7726, loss: 2.7726, grad_norm: 5.1418 2020-09-30 23:35:39,532 - mmaction - INFO - Epoch [5][820/2825] lr: 7.500e-03, eta: 3 days, 6:25:09, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.4156, top5_acc: 0.6716, loss_cls: 2.6808, loss: 2.6808, grad_norm: 5.1467 2020-09-30 23:36:00,124 - mmaction - INFO - Epoch [5][840/2825] lr: 7.500e-03, eta: 3 days, 6:24:41, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.4115, top5_acc: 0.6560, loss_cls: 2.7535, loss: 2.7535, grad_norm: 5.1410 2020-09-30 23:36:21,546 - mmaction - INFO - Epoch [5][860/2825] lr: 7.500e-03, eta: 3 days, 6:24:32, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.3977, top5_acc: 0.6503, loss_cls: 2.7622, loss: 2.7622, grad_norm: 5.2178 2020-09-30 23:36:42,187 - mmaction - INFO - Epoch [5][880/2825] lr: 7.500e-03, eta: 3 days, 6:24:06, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.7100, loss: 2.7100, grad_norm: 5.0353 2020-09-30 23:37:03,248 - mmaction - INFO - Epoch [5][900/2825] lr: 7.500e-03, eta: 3 days, 6:23:49, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4049, top5_acc: 0.6523, loss_cls: 2.7502, loss: 2.7502, grad_norm: 5.2022 2020-09-30 23:37:23,916 - mmaction - INFO - Epoch [5][920/2825] lr: 7.500e-03, eta: 3 days, 6:23:24, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.4099, top5_acc: 0.6612, loss_cls: 2.7092, loss: 2.7092, grad_norm: 5.0743 2020-09-30 23:37:42,941 - mmaction - INFO - Epoch [5][940/2825] lr: 7.500e-03, eta: 3 days, 6:22:21, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.4193, top5_acc: 0.6643, loss_cls: 2.6935, loss: 2.6935, grad_norm: 5.1724 2020-09-30 23:38:04,819 - mmaction - INFO - Epoch [5][960/2825] lr: 7.500e-03, eta: 3 days, 6:22:22, time: 1.094, data_time: 0.003, memory: 8353, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.7096, loss: 2.7096, grad_norm: 5.2456 2020-09-30 23:38:25,600 - mmaction - INFO - Epoch [5][980/2825] lr: 7.500e-03, eta: 3 days, 6:22:00, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.6195, loss: 2.6195, grad_norm: 5.0902 2020-09-30 23:38:46,440 - mmaction - INFO - Epoch [5][1000/2825] lr: 7.500e-03, eta: 3 days, 6:21:38, time: 1.042, data_time: 0.011, memory: 8353, top1_acc: 0.4112, top5_acc: 0.6622, loss_cls: 2.7122, loss: 2.7122, grad_norm: 5.1351 2020-09-30 23:39:07,135 - mmaction - INFO - Epoch [5][1020/2825] lr: 7.500e-03, eta: 3 days, 6:21:13, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4018, top5_acc: 0.6497, loss_cls: 2.7528, loss: 2.7528, grad_norm: 5.2103 2020-09-30 23:39:27,394 - mmaction - INFO - Epoch [5][1040/2825] lr: 7.500e-03, eta: 3 days, 6:20:38, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.4039, top5_acc: 0.6654, loss_cls: 2.6829, loss: 2.6829, grad_norm: 5.1412 2020-09-30 23:39:47,624 - mmaction - INFO - Epoch [5][1060/2825] lr: 7.500e-03, eta: 3 days, 6:20:04, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.3979, top5_acc: 0.6490, loss_cls: 2.7811, loss: 2.7811, grad_norm: 5.2474 2020-09-30 23:40:09,736 - mmaction - INFO - Epoch [5][1080/2825] lr: 7.500e-03, eta: 3 days, 6:20:10, time: 1.106, data_time: 0.001, memory: 8353, top1_acc: 0.3987, top5_acc: 0.6552, loss_cls: 2.7479, loss: 2.7479, grad_norm: 5.2277 2020-09-30 23:40:29,739 - mmaction - INFO - Epoch [5][1100/2825] lr: 7.500e-03, eta: 3 days, 6:19:29, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.7189, loss: 2.7189, grad_norm: 5.1085 2020-09-30 23:40:50,255 - mmaction - INFO - Epoch [5][1120/2825] lr: 7.500e-03, eta: 3 days, 6:19:01, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4128, top5_acc: 0.6544, loss_cls: 2.7033, loss: 2.7033, grad_norm: 5.1623 2020-09-30 23:41:11,340 - mmaction - INFO - Epoch [5][1140/2825] lr: 7.500e-03, eta: 3 days, 6:18:45, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4120, top5_acc: 0.6661, loss_cls: 2.6965, loss: 2.6965, grad_norm: 5.1371 2020-09-30 23:41:31,569 - mmaction - INFO - Epoch [5][1160/2825] lr: 7.500e-03, eta: 3 days, 6:18:09, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4117, top5_acc: 0.6594, loss_cls: 2.7401, loss: 2.7401, grad_norm: 5.2167 2020-09-30 23:41:51,425 - mmaction - INFO - Epoch [5][1180/2825] lr: 7.500e-03, eta: 3 days, 6:17:26, time: 0.993, data_time: 0.003, memory: 8353, top1_acc: 0.4081, top5_acc: 0.6604, loss_cls: 2.6998, loss: 2.6998, grad_norm: 5.1445 2020-09-30 23:42:13,108 - mmaction - INFO - Epoch [5][1200/2825] lr: 7.500e-03, eta: 3 days, 6:17:23, time: 1.085, data_time: 0.003, memory: 8353, top1_acc: 0.4141, top5_acc: 0.6549, loss_cls: 2.7336, loss: 2.7336, grad_norm: 5.2684 2020-09-30 23:42:34,737 - mmaction - INFO - Epoch [5][1220/2825] lr: 7.500e-03, eta: 3 days, 6:17:18, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.3953, top5_acc: 0.6466, loss_cls: 2.7805, loss: 2.7805, grad_norm: 5.2559 2020-09-30 23:42:54,222 - mmaction - INFO - Epoch [5][1240/2825] lr: 7.500e-03, eta: 3 days, 6:16:27, time: 0.973, data_time: 0.003, memory: 8353, top1_acc: 0.4076, top5_acc: 0.6594, loss_cls: 2.7327, loss: 2.7327, grad_norm: 5.2282 2020-09-30 23:43:14,890 - mmaction - INFO - Epoch [5][1260/2825] lr: 7.500e-03, eta: 3 days, 6:16:02, time: 1.035, data_time: 0.004, memory: 8353, top1_acc: 0.4076, top5_acc: 0.6573, loss_cls: 2.7402, loss: 2.7402, grad_norm: 5.1494 2020-09-30 23:43:35,919 - mmaction - INFO - Epoch [5][1280/2825] lr: 7.500e-03, eta: 3 days, 6:15:44, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.4120, top5_acc: 0.6609, loss_cls: 2.7005, loss: 2.7005, grad_norm: 5.1438 2020-09-30 23:43:57,522 - mmaction - INFO - Epoch [5][1300/2825] lr: 7.500e-03, eta: 3 days, 6:15:39, time: 1.081, data_time: 0.003, memory: 8353, top1_acc: 0.4133, top5_acc: 0.6440, loss_cls: 2.7735, loss: 2.7735, grad_norm: 5.2200 2020-09-30 23:44:17,347 - mmaction - INFO - Epoch [5][1320/2825] lr: 7.500e-03, eta: 3 days, 6:14:55, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.4013, top5_acc: 0.6570, loss_cls: 2.7233, loss: 2.7233, grad_norm: 5.2113 2020-09-30 23:44:38,131 - mmaction - INFO - Epoch [5][1340/2825] lr: 7.500e-03, eta: 3 days, 6:14:33, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.3984, top5_acc: 0.6654, loss_cls: 2.7067, loss: 2.7067, grad_norm: 5.2129 2020-09-30 23:44:58,997 - mmaction - INFO - Epoch [5][1360/2825] lr: 7.500e-03, eta: 3 days, 6:14:12, time: 1.043, data_time: 0.021, memory: 8353, top1_acc: 0.4016, top5_acc: 0.6471, loss_cls: 2.7574, loss: 2.7574, grad_norm: 5.2475 2020-09-30 23:45:20,777 - mmaction - INFO - Epoch [5][1380/2825] lr: 7.500e-03, eta: 3 days, 6:14:10, time: 1.089, data_time: 0.110, memory: 8353, top1_acc: 0.4018, top5_acc: 0.6563, loss_cls: 2.7473, loss: 2.7473, grad_norm: 5.1645 2020-09-30 23:45:40,807 - mmaction - INFO - Epoch [5][1400/2825] lr: 7.500e-03, eta: 3 days, 6:13:32, time: 1.002, data_time: 0.202, memory: 8353, top1_acc: 0.4133, top5_acc: 0.6646, loss_cls: 2.7180, loss: 2.7180, grad_norm: 5.2888 2020-09-30 23:46:01,199 - mmaction - INFO - Epoch [5][1420/2825] lr: 7.500e-03, eta: 3 days, 6:13:00, time: 1.019, data_time: 0.213, memory: 8353, top1_acc: 0.4138, top5_acc: 0.6633, loss_cls: 2.7416, loss: 2.7416, grad_norm: 5.2265 2020-09-30 23:46:22,188 - mmaction - INFO - Epoch [5][1440/2825] lr: 7.500e-03, eta: 3 days, 6:12:42, time: 1.049, data_time: 0.187, memory: 8353, top1_acc: 0.4167, top5_acc: 0.6654, loss_cls: 2.6542, loss: 2.6542, grad_norm: 5.1062 2020-09-30 23:46:43,263 - mmaction - INFO - Epoch [5][1460/2825] lr: 7.500e-03, eta: 3 days, 6:12:25, time: 1.054, data_time: 0.400, memory: 8353, top1_acc: 0.4169, top5_acc: 0.6729, loss_cls: 2.6588, loss: 2.6588, grad_norm: 5.1155 2020-09-30 23:47:03,123 - mmaction - INFO - Epoch [5][1480/2825] lr: 7.500e-03, eta: 3 days, 6:11:43, time: 0.993, data_time: 0.365, memory: 8353, top1_acc: 0.3951, top5_acc: 0.6461, loss_cls: 2.7781, loss: 2.7781, grad_norm: 5.2878 2020-09-30 23:47:24,947 - mmaction - INFO - Epoch [5][1500/2825] lr: 7.500e-03, eta: 3 days, 6:11:42, time: 1.091, data_time: 0.304, memory: 8353, top1_acc: 0.4224, top5_acc: 0.6570, loss_cls: 2.7015, loss: 2.7015, grad_norm: 5.1678 2020-09-30 23:47:44,716 - mmaction - INFO - Epoch [5][1520/2825] lr: 7.500e-03, eta: 3 days, 6:10:58, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4117, top5_acc: 0.6596, loss_cls: 2.7077, loss: 2.7077, grad_norm: 5.2227 2020-09-30 23:48:04,669 - mmaction - INFO - Epoch [5][1540/2825] lr: 7.500e-03, eta: 3 days, 6:10:18, time: 0.997, data_time: 0.005, memory: 8353, top1_acc: 0.4128, top5_acc: 0.6721, loss_cls: 2.6950, loss: 2.6950, grad_norm: 5.0737 2020-09-30 23:48:25,681 - mmaction - INFO - Epoch [5][1560/2825] lr: 7.500e-03, eta: 3 days, 6:10:00, time: 1.050, data_time: 0.114, memory: 8353, top1_acc: 0.4143, top5_acc: 0.6609, loss_cls: 2.7242, loss: 2.7242, grad_norm: 5.1972 2020-09-30 23:48:46,617 - mmaction - INFO - Epoch [5][1580/2825] lr: 7.500e-03, eta: 3 days, 6:09:40, time: 1.047, data_time: 0.219, memory: 8353, top1_acc: 0.4091, top5_acc: 0.6669, loss_cls: 2.6978, loss: 2.6978, grad_norm: 5.2169 2020-09-30 23:49:06,602 - mmaction - INFO - Epoch [5][1600/2825] lr: 7.500e-03, eta: 3 days, 6:09:01, time: 0.999, data_time: 0.314, memory: 8353, top1_acc: 0.4120, top5_acc: 0.6602, loss_cls: 2.7442, loss: 2.7442, grad_norm: 5.1904 2020-09-30 23:49:27,446 - mmaction - INFO - Epoch [5][1620/2825] lr: 7.500e-03, eta: 3 days, 6:08:39, time: 1.042, data_time: 0.092, memory: 8353, top1_acc: 0.4029, top5_acc: 0.6479, loss_cls: 2.7358, loss: 2.7358, grad_norm: 5.1796 2020-09-30 23:49:48,139 - mmaction - INFO - Epoch [5][1640/2825] lr: 7.500e-03, eta: 3 days, 6:08:15, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4216, top5_acc: 0.6695, loss_cls: 2.6175, loss: 2.6175, grad_norm: 5.0975 2020-09-30 23:50:08,619 - mmaction - INFO - Epoch [5][1660/2825] lr: 7.500e-03, eta: 3 days, 6:07:46, time: 1.024, data_time: 0.058, memory: 8353, top1_acc: 0.4172, top5_acc: 0.6661, loss_cls: 2.6936, loss: 2.6936, grad_norm: 5.1060 2020-09-30 23:50:29,011 - mmaction - INFO - Epoch [5][1680/2825] lr: 7.500e-03, eta: 3 days, 6:07:15, time: 1.019, data_time: 0.082, memory: 8353, top1_acc: 0.4060, top5_acc: 0.6703, loss_cls: 2.6917, loss: 2.6917, grad_norm: 5.1860 2020-09-30 23:50:49,649 - mmaction - INFO - Epoch [5][1700/2825] lr: 7.500e-03, eta: 3 days, 6:06:49, time: 1.031, data_time: 0.140, memory: 8353, top1_acc: 0.4096, top5_acc: 0.6581, loss_cls: 2.7061, loss: 2.7061, grad_norm: 5.1954 2020-09-30 23:51:10,704 - mmaction - INFO - Epoch [5][1720/2825] lr: 7.500e-03, eta: 3 days, 6:06:32, time: 1.054, data_time: 0.122, memory: 8353, top1_acc: 0.4094, top5_acc: 0.6630, loss_cls: 2.6753, loss: 2.6753, grad_norm: 5.1791 2020-09-30 23:51:31,899 - mmaction - INFO - Epoch [5][1740/2825] lr: 7.500e-03, eta: 3 days, 6:06:18, time: 1.059, data_time: 0.117, memory: 8353, top1_acc: 0.4138, top5_acc: 0.6576, loss_cls: 2.7224, loss: 2.7224, grad_norm: 5.2099 2020-09-30 23:51:51,546 - mmaction - INFO - Epoch [5][1760/2825] lr: 7.500e-03, eta: 3 days, 6:05:32, time: 0.983, data_time: 0.180, memory: 8353, top1_acc: 0.4125, top5_acc: 0.6583, loss_cls: 2.7319, loss: 2.7319, grad_norm: 5.1925 2020-09-30 23:52:12,171 - mmaction - INFO - Epoch [5][1780/2825] lr: 7.500e-03, eta: 3 days, 6:05:06, time: 1.031, data_time: 0.173, memory: 8353, top1_acc: 0.4057, top5_acc: 0.6565, loss_cls: 2.7264, loss: 2.7264, grad_norm: 5.2874 2020-09-30 23:52:32,774 - mmaction - INFO - Epoch [5][1800/2825] lr: 7.500e-03, eta: 3 days, 6:04:39, time: 1.029, data_time: 0.127, memory: 8353, top1_acc: 0.4096, top5_acc: 0.6638, loss_cls: 2.7263, loss: 2.7263, grad_norm: 5.1652 2020-09-30 23:52:53,228 - mmaction - INFO - Epoch [5][1820/2825] lr: 7.500e-03, eta: 3 days, 6:04:10, time: 1.024, data_time: 0.004, memory: 8353, top1_acc: 0.3953, top5_acc: 0.6557, loss_cls: 2.7511, loss: 2.7511, grad_norm: 5.2958 2020-09-30 23:53:13,549 - mmaction - INFO - Epoch [5][1840/2825] lr: 7.500e-03, eta: 3 days, 6:03:38, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.3951, top5_acc: 0.6477, loss_cls: 2.7476, loss: 2.7476, grad_norm: 5.2341 2020-09-30 23:53:35,082 - mmaction - INFO - Epoch [5][1860/2825] lr: 7.500e-03, eta: 3 days, 6:03:31, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.4094, top5_acc: 0.6529, loss_cls: 2.7460, loss: 2.7460, grad_norm: 5.1405 2020-09-30 23:53:54,547 - mmaction - INFO - Epoch [5][1880/2825] lr: 7.500e-03, eta: 3 days, 6:02:42, time: 0.973, data_time: 0.076, memory: 8353, top1_acc: 0.4120, top5_acc: 0.6594, loss_cls: 2.7160, loss: 2.7160, grad_norm: 5.1047 2020-09-30 23:54:15,595 - mmaction - INFO - Epoch [5][1900/2825] lr: 7.500e-03, eta: 3 days, 6:02:25, time: 1.052, data_time: 0.075, memory: 8353, top1_acc: 0.4104, top5_acc: 0.6604, loss_cls: 2.7310, loss: 2.7310, grad_norm: 5.2187 2020-09-30 23:54:36,505 - mmaction - INFO - Epoch [5][1920/2825] lr: 7.500e-03, eta: 3 days, 6:02:05, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4221, top5_acc: 0.6651, loss_cls: 2.6672, loss: 2.6672, grad_norm: 5.1085 2020-09-30 23:54:57,215 - mmaction - INFO - Epoch [5][1940/2825] lr: 7.500e-03, eta: 3 days, 6:01:40, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.4161, top5_acc: 0.6547, loss_cls: 2.7330, loss: 2.7330, grad_norm: 5.1596 2020-09-30 23:55:17,676 - mmaction - INFO - Epoch [5][1960/2825] lr: 7.500e-03, eta: 3 days, 6:01:11, time: 1.024, data_time: 0.149, memory: 8353, top1_acc: 0.4224, top5_acc: 0.6687, loss_cls: 2.6696, loss: 2.6696, grad_norm: 5.1342 2020-09-30 23:55:38,471 - mmaction - INFO - Epoch [5][1980/2825] lr: 7.500e-03, eta: 3 days, 6:00:49, time: 1.040, data_time: 0.127, memory: 8353, top1_acc: 0.4151, top5_acc: 0.6708, loss_cls: 2.6965, loss: 2.6965, grad_norm: 5.1665 2020-09-30 23:55:59,587 - mmaction - INFO - Epoch [5][2000/2825] lr: 7.500e-03, eta: 3 days, 6:00:34, time: 1.056, data_time: 0.251, memory: 8353, top1_acc: 0.4141, top5_acc: 0.6659, loss_cls: 2.6885, loss: 2.6885, grad_norm: 5.1251 2020-09-30 23:56:19,915 - mmaction - INFO - Epoch [5][2020/2825] lr: 7.500e-03, eta: 3 days, 6:00:02, time: 1.016, data_time: 0.380, memory: 8353, top1_acc: 0.4102, top5_acc: 0.6612, loss_cls: 2.7389, loss: 2.7389, grad_norm: 5.1874 2020-09-30 23:56:40,391 - mmaction - INFO - Epoch [5][2040/2825] lr: 7.500e-03, eta: 3 days, 5:59:33, time: 1.024, data_time: 0.404, memory: 8353, top1_acc: 0.4036, top5_acc: 0.6391, loss_cls: 2.7546, loss: 2.7546, grad_norm: 5.2030 2020-09-30 23:57:01,064 - mmaction - INFO - Epoch [5][2060/2825] lr: 7.500e-03, eta: 3 days, 5:59:08, time: 1.034, data_time: 0.393, memory: 8353, top1_acc: 0.4185, top5_acc: 0.6716, loss_cls: 2.6555, loss: 2.6555, grad_norm: 5.0947 2020-09-30 23:57:20,760 - mmaction - INFO - Epoch [5][2080/2825] lr: 7.500e-03, eta: 3 days, 5:58:24, time: 0.984, data_time: 0.354, memory: 8353, top1_acc: 0.4044, top5_acc: 0.6656, loss_cls: 2.7431, loss: 2.7431, grad_norm: 5.2710 2020-09-30 23:57:42,516 - mmaction - INFO - Epoch [5][2100/2825] lr: 7.500e-03, eta: 3 days, 5:58:21, time: 1.088, data_time: 0.469, memory: 8353, top1_acc: 0.4042, top5_acc: 0.6622, loss_cls: 2.7167, loss: 2.7167, grad_norm: 5.2218 2020-09-30 23:58:02,772 - mmaction - INFO - Epoch [5][2120/2825] lr: 7.500e-03, eta: 3 days, 5:57:48, time: 1.013, data_time: 0.357, memory: 8353, top1_acc: 0.4133, top5_acc: 0.6659, loss_cls: 2.6866, loss: 2.6866, grad_norm: 5.1670 2020-09-30 23:58:23,508 - mmaction - INFO - Epoch [5][2140/2825] lr: 7.500e-03, eta: 3 days, 5:57:25, time: 1.037, data_time: 0.403, memory: 8353, top1_acc: 0.4122, top5_acc: 0.6648, loss_cls: 2.6957, loss: 2.6957, grad_norm: 5.1351 2020-09-30 23:58:44,377 - mmaction - INFO - Epoch [5][2160/2825] lr: 7.500e-03, eta: 3 days, 5:57:04, time: 1.044, data_time: 0.434, memory: 8353, top1_acc: 0.4034, top5_acc: 0.6510, loss_cls: 2.7328, loss: 2.7328, grad_norm: 5.1655 2020-09-30 23:59:06,228 - mmaction - INFO - Epoch [5][2180/2825] lr: 7.500e-03, eta: 3 days, 5:57:03, time: 1.093, data_time: 0.477, memory: 8353, top1_acc: 0.4195, top5_acc: 0.6607, loss_cls: 2.6679, loss: 2.6679, grad_norm: 5.1444 2020-09-30 23:59:26,350 - mmaction - INFO - Epoch [5][2200/2825] lr: 7.500e-03, eta: 3 days, 5:56:27, time: 1.005, data_time: 0.389, memory: 8353, top1_acc: 0.4102, top5_acc: 0.6560, loss_cls: 2.7032, loss: 2.7032, grad_norm: 5.1777 2020-09-30 23:59:46,477 - mmaction - INFO - Epoch [5][2220/2825] lr: 7.500e-03, eta: 3 days, 5:55:52, time: 1.007, data_time: 0.366, memory: 8353, top1_acc: 0.4073, top5_acc: 0.6633, loss_cls: 2.7147, loss: 2.7147, grad_norm: 5.2283 2020-10-01 00:00:10,224 - mmaction - INFO - Epoch [5][2240/2825] lr: 7.500e-03, eta: 3 days, 5:56:28, time: 1.188, data_time: 0.399, memory: 8353, top1_acc: 0.4221, top5_acc: 0.6635, loss_cls: 2.7179, loss: 2.7179, grad_norm: 5.2398 2020-10-01 00:00:30,280 - mmaction - INFO - Epoch [5][2260/2825] lr: 7.500e-03, eta: 3 days, 5:55:51, time: 1.003, data_time: 0.299, memory: 8353, top1_acc: 0.3971, top5_acc: 0.6596, loss_cls: 2.7503, loss: 2.7503, grad_norm: 5.2736 2020-10-01 00:00:50,712 - mmaction - INFO - Epoch [5][2280/2825] lr: 7.500e-03, eta: 3 days, 5:55:22, time: 1.022, data_time: 0.029, memory: 8353, top1_acc: 0.4172, top5_acc: 0.6643, loss_cls: 2.6959, loss: 2.6959, grad_norm: 5.1908 2020-10-01 00:01:12,788 - mmaction - INFO - Epoch [5][2300/2825] lr: 7.500e-03, eta: 3 days, 5:55:25, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.4034, top5_acc: 0.6552, loss_cls: 2.7643, loss: 2.7643, grad_norm: 5.2928 2020-10-01 00:01:32,897 - mmaction - INFO - Epoch [5][2320/2825] lr: 7.500e-03, eta: 3 days, 5:54:49, time: 1.005, data_time: 0.279, memory: 8353, top1_acc: 0.4185, top5_acc: 0.6586, loss_cls: 2.7177, loss: 2.7177, grad_norm: 5.1846 2020-10-01 00:01:54,267 - mmaction - INFO - Epoch [5][2340/2825] lr: 7.500e-03, eta: 3 days, 5:54:39, time: 1.070, data_time: 0.149, memory: 8353, top1_acc: 0.3992, top5_acc: 0.6607, loss_cls: 2.7441, loss: 2.7441, grad_norm: 5.2703 2020-10-01 00:02:13,902 - mmaction - INFO - Epoch [5][2360/2825] lr: 7.500e-03, eta: 3 days, 5:53:53, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.4180, top5_acc: 0.6813, loss_cls: 2.6491, loss: 2.6491, grad_norm: 5.1377 2020-10-01 00:02:35,105 - mmaction - INFO - Epoch [5][2380/2825] lr: 7.500e-03, eta: 3 days, 5:53:39, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.4115, top5_acc: 0.6500, loss_cls: 2.7486, loss: 2.7486, grad_norm: 5.2124 2020-10-01 00:02:55,662 - mmaction - INFO - Epoch [5][2400/2825] lr: 7.500e-03, eta: 3 days, 5:53:12, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4068, top5_acc: 0.6474, loss_cls: 2.7381, loss: 2.7381, grad_norm: 5.2489 2020-10-01 00:03:15,470 - mmaction - INFO - Epoch [5][2420/2825] lr: 7.500e-03, eta: 3 days, 5:52:31, time: 0.991, data_time: 0.094, memory: 8353, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.6614, loss: 2.6614, grad_norm: 5.1853 2020-10-01 00:03:37,908 - mmaction - INFO - Epoch [5][2440/2825] lr: 7.500e-03, eta: 3 days, 5:52:41, time: 1.122, data_time: 0.001, memory: 8353, top1_acc: 0.4146, top5_acc: 0.6664, loss_cls: 2.7006, loss: 2.7006, grad_norm: 5.1602 2020-10-01 00:03:58,040 - mmaction - INFO - Epoch [5][2460/2825] lr: 7.500e-03, eta: 3 days, 5:52:05, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.7021, loss: 2.7021, grad_norm: 5.1859 2020-10-01 00:04:18,202 - mmaction - INFO - Epoch [5][2480/2825] lr: 7.500e-03, eta: 3 days, 5:51:31, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.4021, top5_acc: 0.6583, loss_cls: 2.7283, loss: 2.7283, grad_norm: 5.2506 2020-10-01 00:04:39,339 - mmaction - INFO - Epoch [5][2500/2825] lr: 7.500e-03, eta: 3 days, 5:51:15, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4154, top5_acc: 0.6521, loss_cls: 2.7163, loss: 2.7163, grad_norm: 5.1883 2020-10-01 00:04:59,492 - mmaction - INFO - Epoch [5][2520/2825] lr: 7.500e-03, eta: 3 days, 5:50:41, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4010, top5_acc: 0.6448, loss_cls: 2.7689, loss: 2.7689, grad_norm: 5.2088 2020-10-01 00:05:19,184 - mmaction - INFO - Epoch [5][2540/2825] lr: 7.500e-03, eta: 3 days, 5:49:57, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.4214, top5_acc: 0.6674, loss_cls: 2.7161, loss: 2.7161, grad_norm: 5.2080 2020-10-01 00:05:40,069 - mmaction - INFO - Epoch [5][2560/2825] lr: 7.500e-03, eta: 3 days, 5:49:37, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.4206, top5_acc: 0.6591, loss_cls: 2.7054, loss: 2.7054, grad_norm: 5.1595 2020-10-01 00:06:00,083 - mmaction - INFO - Epoch [5][2580/2825] lr: 7.500e-03, eta: 3 days, 5:49:00, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.4094, top5_acc: 0.6630, loss_cls: 2.6768, loss: 2.6768, grad_norm: 5.1262 2020-10-01 00:06:21,172 - mmaction - INFO - Epoch [5][2600/2825] lr: 7.500e-03, eta: 3 days, 5:48:43, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.4208, top5_acc: 0.6656, loss_cls: 2.6590, loss: 2.6590, grad_norm: 5.1078 2020-10-01 00:06:41,962 - mmaction - INFO - Epoch [5][2620/2825] lr: 7.500e-03, eta: 3 days, 5:48:21, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4047, top5_acc: 0.6646, loss_cls: 2.7321, loss: 2.7321, grad_norm: 5.2657 2020-10-01 00:07:03,243 - mmaction - INFO - Epoch [5][2640/2825] lr: 7.500e-03, eta: 3 days, 5:48:08, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4083, top5_acc: 0.6583, loss_cls: 2.7141, loss: 2.7141, grad_norm: 5.2663 2020-10-01 00:07:24,296 - mmaction - INFO - Epoch [5][2660/2825] lr: 7.500e-03, eta: 3 days, 5:47:51, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4052, top5_acc: 0.6690, loss_cls: 2.7010, loss: 2.7010, grad_norm: 5.1389 2020-10-01 00:07:44,654 - mmaction - INFO - Epoch [5][2680/2825] lr: 7.500e-03, eta: 3 days, 5:47:21, time: 1.017, data_time: 0.116, memory: 8353, top1_acc: 0.4089, top5_acc: 0.6607, loss_cls: 2.7300, loss: 2.7300, grad_norm: 5.1497 2020-10-01 00:08:05,989 - mmaction - INFO - Epoch [5][2700/2825] lr: 7.500e-03, eta: 3 days, 5:47:09, time: 1.068, data_time: 0.411, memory: 8353, top1_acc: 0.4214, top5_acc: 0.6740, loss_cls: 2.6676, loss: 2.6676, grad_norm: 5.1120 2020-10-01 00:08:25,448 - mmaction - INFO - Epoch [5][2720/2825] lr: 7.500e-03, eta: 3 days, 5:46:21, time: 0.972, data_time: 0.340, memory: 8353, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6900, loss: 2.6900, grad_norm: 5.1705 2020-10-01 00:08:46,862 - mmaction - INFO - Epoch [5][2740/2825] lr: 7.500e-03, eta: 3 days, 5:46:11, time: 1.072, data_time: 0.401, memory: 8353, top1_acc: 0.4211, top5_acc: 0.6737, loss_cls: 2.6477, loss: 2.6477, grad_norm: 5.0687 2020-10-01 00:09:07,830 - mmaction - INFO - Epoch [5][2760/2825] lr: 7.500e-03, eta: 3 days, 5:45:53, time: 1.048, data_time: 0.355, memory: 8353, top1_acc: 0.4128, top5_acc: 0.6732, loss_cls: 2.6482, loss: 2.6482, grad_norm: 5.1839 2020-10-01 00:09:28,487 - mmaction - INFO - Epoch [5][2780/2825] lr: 7.500e-03, eta: 3 days, 5:45:27, time: 1.031, data_time: 0.156, memory: 8353, top1_acc: 0.4141, top5_acc: 0.6617, loss_cls: 2.6828, loss: 2.6828, grad_norm: 5.1013 2020-10-01 00:09:49,527 - mmaction - INFO - Epoch [5][2800/2825] lr: 7.500e-03, eta: 3 days, 5:45:10, time: 1.054, data_time: 0.065, memory: 8353, top1_acc: 0.4224, top5_acc: 0.6688, loss_cls: 2.6403, loss: 2.6403, grad_norm: 5.1353 2020-10-01 00:10:10,884 - mmaction - INFO - Epoch [5][2820/2825] lr: 7.500e-03, eta: 3 days, 5:44:59, time: 1.068, data_time: 0.007, memory: 8353, top1_acc: 0.4083, top5_acc: 0.6638, loss_cls: 2.6840, loss: 2.6840, grad_norm: 5.1423 2020-10-01 00:10:16,369 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-01 00:13:45,254 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 00:13:47,726 - mmaction - INFO - top1_acc 0.4407 top5_acc 0.6903 2020-10-01 00:13:47,730 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 00:13:47,894 - mmaction - INFO - mean_acc 0.4405 2020-10-01 00:13:47,894 - mmaction - INFO - Now best checkpoint is epoch_5.pth 2020-10-01 00:13:47,922 - mmaction - INFO - Epoch(val) [5][2825] top1_acc: 0.4407, top5_acc: 0.6903, mean_class_accuracy: 0.4405 2020-10-01 00:14:29,691 - mmaction - INFO - Epoch [6][20/2825] lr: 7.500e-03, eta: 3 days, 5:49:31, time: 2.088, data_time: 0.925, memory: 8353, top1_acc: 0.4068, top5_acc: 0.6622, loss_cls: 2.7167, loss: 2.7167, grad_norm: 5.2042 2020-10-01 00:14:50,483 - mmaction - INFO - Epoch [6][40/2825] lr: 7.500e-03, eta: 3 days, 5:49:08, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4167, top5_acc: 0.6635, loss_cls: 2.6636, loss: 2.6636, grad_norm: 5.1862 2020-10-01 00:15:10,249 - mmaction - INFO - Epoch [6][60/2825] lr: 7.500e-03, eta: 3 days, 5:48:26, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4138, top5_acc: 0.6687, loss_cls: 2.6766, loss: 2.6766, grad_norm: 5.1531 2020-10-01 00:15:31,951 - mmaction - INFO - Epoch [6][80/2825] lr: 7.500e-03, eta: 3 days, 5:48:21, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.4263, top5_acc: 0.6891, loss_cls: 2.5838, loss: 2.5838, grad_norm: 5.0868 2020-10-01 00:15:51,623 - mmaction - INFO - Epoch [6][100/2825] lr: 7.500e-03, eta: 3 days, 5:47:37, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.4096, top5_acc: 0.6625, loss_cls: 2.6838, loss: 2.6838, grad_norm: 5.1453 2020-10-01 00:16:12,938 - mmaction - INFO - Epoch [6][120/2825] lr: 7.500e-03, eta: 3 days, 5:47:24, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.4224, top5_acc: 0.6711, loss_cls: 2.6328, loss: 2.6328, grad_norm: 5.1182 2020-10-01 00:16:33,506 - mmaction - INFO - Epoch [6][140/2825] lr: 7.500e-03, eta: 3 days, 5:46:58, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4104, top5_acc: 0.6820, loss_cls: 2.6414, loss: 2.6414, grad_norm: 5.1474 2020-10-01 00:16:53,231 - mmaction - INFO - Epoch [6][160/2825] lr: 7.500e-03, eta: 3 days, 5:46:15, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.3995, top5_acc: 0.6542, loss_cls: 2.7476, loss: 2.7476, grad_norm: 5.2349 2020-10-01 00:17:14,766 - mmaction - INFO - Epoch [6][180/2825] lr: 7.500e-03, eta: 3 days, 5:46:07, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.4182, top5_acc: 0.6654, loss_cls: 2.6767, loss: 2.6767, grad_norm: 5.1716 2020-10-01 00:17:35,277 - mmaction - INFO - Epoch [6][200/2825] lr: 7.500e-03, eta: 3 days, 5:45:39, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4260, top5_acc: 0.6685, loss_cls: 2.6544, loss: 2.6544, grad_norm: 5.1354 2020-10-01 00:17:54,948 - mmaction - INFO - Epoch [6][220/2825] lr: 7.500e-03, eta: 3 days, 5:44:55, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.4190, top5_acc: 0.6602, loss_cls: 2.6729, loss: 2.6729, grad_norm: 5.1438 2020-10-01 00:18:16,446 - mmaction - INFO - Epoch [6][240/2825] lr: 7.500e-03, eta: 3 days, 5:44:46, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4242, top5_acc: 0.6659, loss_cls: 2.6315, loss: 2.6315, grad_norm: 5.1698 2020-10-01 00:18:37,247 - mmaction - INFO - Epoch [6][260/2825] lr: 7.500e-03, eta: 3 days, 5:44:24, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4169, top5_acc: 0.6708, loss_cls: 2.6858, loss: 2.6858, grad_norm: 5.2044 2020-10-01 00:18:57,201 - mmaction - INFO - Epoch [6][280/2825] lr: 7.500e-03, eta: 3 days, 5:43:46, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.4299, top5_acc: 0.6688, loss_cls: 2.6448, loss: 2.6448, grad_norm: 5.2205 2020-10-01 00:19:18,249 - mmaction - INFO - Epoch [6][300/2825] lr: 7.500e-03, eta: 3 days, 5:43:28, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4336, top5_acc: 0.6831, loss_cls: 2.5989, loss: 2.5989, grad_norm: 5.1199 2020-10-01 00:19:39,248 - mmaction - INFO - Epoch [6][320/2825] lr: 7.500e-03, eta: 3 days, 5:43:09, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4263, top5_acc: 0.6773, loss_cls: 2.6442, loss: 2.6442, grad_norm: 5.2133 2020-10-01 00:19:59,875 - mmaction - INFO - Epoch [6][340/2825] lr: 7.500e-03, eta: 3 days, 5:42:44, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.4333, top5_acc: 0.6747, loss_cls: 2.6435, loss: 2.6435, grad_norm: 5.1429 2020-10-01 00:20:21,561 - mmaction - INFO - Epoch [6][360/2825] lr: 7.500e-03, eta: 3 days, 5:42:38, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.4240, top5_acc: 0.6760, loss_cls: 2.6499, loss: 2.6499, grad_norm: 5.2466 2020-10-01 00:20:40,560 - mmaction - INFO - Epoch [6][380/2825] lr: 7.500e-03, eta: 3 days, 5:41:42, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.4263, top5_acc: 0.6680, loss_cls: 2.6612, loss: 2.6612, grad_norm: 5.1942 2020-10-01 00:21:01,548 - mmaction - INFO - Epoch [6][400/2825] lr: 7.500e-03, eta: 3 days, 5:41:23, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4198, top5_acc: 0.6648, loss_cls: 2.6544, loss: 2.6544, grad_norm: 5.1861 2020-10-01 00:21:22,589 - mmaction - INFO - Epoch [6][420/2825] lr: 7.500e-03, eta: 3 days, 5:41:06, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.4201, top5_acc: 0.6698, loss_cls: 2.6492, loss: 2.6492, grad_norm: 5.2637 2020-10-01 00:21:42,885 - mmaction - INFO - Epoch [6][440/2825] lr: 7.500e-03, eta: 3 days, 5:40:34, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.4271, top5_acc: 0.6732, loss_cls: 2.6423, loss: 2.6423, grad_norm: 5.1603 2020-10-01 00:22:03,288 - mmaction - INFO - Epoch [6][460/2825] lr: 7.500e-03, eta: 3 days, 5:40:05, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.4117, top5_acc: 0.6630, loss_cls: 2.6912, loss: 2.6912, grad_norm: 5.2822 2020-10-01 00:22:24,372 - mmaction - INFO - Epoch [6][480/2825] lr: 7.500e-03, eta: 3 days, 5:39:48, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.4294, top5_acc: 0.6807, loss_cls: 2.6374, loss: 2.6374, grad_norm: 5.2489 2020-10-01 00:22:45,491 - mmaction - INFO - Epoch [6][500/2825] lr: 7.500e-03, eta: 3 days, 5:39:31, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.4232, top5_acc: 0.6698, loss_cls: 2.6514, loss: 2.6514, grad_norm: 5.2217 2020-10-01 00:23:05,480 - mmaction - INFO - Epoch [6][520/2825] lr: 7.500e-03, eta: 3 days, 5:38:55, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4294, top5_acc: 0.6732, loss_cls: 2.6186, loss: 2.6186, grad_norm: 5.1596 2020-10-01 00:23:26,567 - mmaction - INFO - Epoch [6][540/2825] lr: 7.500e-03, eta: 3 days, 5:38:38, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.4318, top5_acc: 0.6865, loss_cls: 2.5810, loss: 2.5810, grad_norm: 5.0961 2020-10-01 00:23:47,040 - mmaction - INFO - Epoch [6][560/2825] lr: 7.500e-03, eta: 3 days, 5:38:09, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.4255, top5_acc: 0.6755, loss_cls: 2.6312, loss: 2.6312, grad_norm: 5.1846 2020-10-01 00:24:08,292 - mmaction - INFO - Epoch [6][580/2825] lr: 7.500e-03, eta: 3 days, 5:37:55, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4135, top5_acc: 0.6646, loss_cls: 2.6913, loss: 2.6913, grad_norm: 5.2668 2020-10-01 00:24:28,735 - mmaction - INFO - Epoch [6][600/2825] lr: 7.500e-03, eta: 3 days, 5:37:27, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.4167, top5_acc: 0.6695, loss_cls: 2.6916, loss: 2.6916, grad_norm: 5.1950 2020-10-01 00:24:49,264 - mmaction - INFO - Epoch [6][620/2825] lr: 7.500e-03, eta: 3 days, 5:37:00, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4313, top5_acc: 0.6708, loss_cls: 2.6061, loss: 2.6061, grad_norm: 5.1705 2020-10-01 00:25:09,966 - mmaction - INFO - Epoch [6][640/2825] lr: 7.500e-03, eta: 3 days, 5:36:36, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4156, top5_acc: 0.6646, loss_cls: 2.6561, loss: 2.6561, grad_norm: 5.2488 2020-10-01 00:25:30,855 - mmaction - INFO - Epoch [6][660/2825] lr: 7.500e-03, eta: 3 days, 5:36:15, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4094, top5_acc: 0.6612, loss_cls: 2.6783, loss: 2.6783, grad_norm: 5.2574 2020-10-01 00:25:50,918 - mmaction - INFO - Epoch [6][680/2825] lr: 7.500e-03, eta: 3 days, 5:35:40, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.4193, top5_acc: 0.6661, loss_cls: 2.6815, loss: 2.6815, grad_norm: 5.3240 2020-10-01 00:26:12,029 - mmaction - INFO - Epoch [6][700/2825] lr: 7.500e-03, eta: 3 days, 5:35:23, time: 1.055, data_time: 0.126, memory: 8353, top1_acc: 0.4279, top5_acc: 0.6771, loss_cls: 2.6024, loss: 2.6024, grad_norm: 5.2047 2020-10-01 00:26:31,527 - mmaction - INFO - Epoch [6][720/2825] lr: 7.500e-03, eta: 3 days, 5:34:37, time: 0.974, data_time: 0.360, memory: 8353, top1_acc: 0.4227, top5_acc: 0.6708, loss_cls: 2.6584, loss: 2.6584, grad_norm: 5.1691 2020-10-01 00:26:53,070 - mmaction - INFO - Epoch [6][740/2825] lr: 7.500e-03, eta: 3 days, 5:34:28, time: 1.076, data_time: 0.135, memory: 8353, top1_acc: 0.4336, top5_acc: 0.6711, loss_cls: 2.6351, loss: 2.6351, grad_norm: 5.1685 2020-10-01 00:27:13,528 - mmaction - INFO - Epoch [6][760/2825] lr: 7.500e-03, eta: 3 days, 5:34:00, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.4195, top5_acc: 0.6828, loss_cls: 2.6122, loss: 2.6122, grad_norm: 5.2280 2020-10-01 00:27:33,290 - mmaction - INFO - Epoch [6][780/2825] lr: 7.500e-03, eta: 3 days, 5:33:20, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.4135, top5_acc: 0.6641, loss_cls: 2.6549, loss: 2.6549, grad_norm: 5.1367 2020-10-01 00:27:55,746 - mmaction - INFO - Epoch [6][800/2825] lr: 7.500e-03, eta: 3 days, 5:33:27, time: 1.123, data_time: 0.214, memory: 8353, top1_acc: 0.4221, top5_acc: 0.6659, loss_cls: 2.6561, loss: 2.6561, grad_norm: 5.1577 2020-10-01 00:28:14,520 - mmaction - INFO - Epoch [6][820/2825] lr: 7.500e-03, eta: 3 days, 5:32:29, time: 0.939, data_time: 0.069, memory: 8353, top1_acc: 0.4208, top5_acc: 0.6875, loss_cls: 2.5965, loss: 2.5965, grad_norm: 5.2054 2020-10-01 00:28:35,356 - mmaction - INFO - Epoch [6][840/2825] lr: 7.500e-03, eta: 3 days, 5:32:08, time: 1.042, data_time: 0.192, memory: 8353, top1_acc: 0.4117, top5_acc: 0.6583, loss_cls: 2.6941, loss: 2.6941, grad_norm: 5.2958 2020-10-01 00:28:56,622 - mmaction - INFO - Epoch [6][860/2825] lr: 7.500e-03, eta: 3 days, 5:31:54, time: 1.062, data_time: 0.434, memory: 8353, top1_acc: 0.4141, top5_acc: 0.6693, loss_cls: 2.6249, loss: 2.6249, grad_norm: 5.1692 2020-10-01 00:29:17,583 - mmaction - INFO - Epoch [6][880/2825] lr: 7.500e-03, eta: 3 days, 5:31:35, time: 1.049, data_time: 0.314, memory: 8353, top1_acc: 0.4315, top5_acc: 0.6737, loss_cls: 2.6242, loss: 2.6242, grad_norm: 5.1115 2020-10-01 00:29:38,233 - mmaction - INFO - Epoch [6][900/2825] lr: 7.500e-03, eta: 3 days, 5:31:10, time: 1.032, data_time: 0.066, memory: 8353, top1_acc: 0.4141, top5_acc: 0.6701, loss_cls: 2.7058, loss: 2.7058, grad_norm: 5.3749 2020-10-01 00:29:58,474 - mmaction - INFO - Epoch [6][920/2825] lr: 7.500e-03, eta: 3 days, 5:30:38, time: 1.013, data_time: 0.006, memory: 8353, top1_acc: 0.4169, top5_acc: 0.6602, loss_cls: 2.6579, loss: 2.6579, grad_norm: 5.1819 2020-10-01 00:30:19,961 - mmaction - INFO - Epoch [6][940/2825] lr: 7.500e-03, eta: 3 days, 5:30:28, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6826, loss_cls: 2.6045, loss: 2.6045, grad_norm: 5.2416 2020-10-01 00:30:41,964 - mmaction - INFO - Epoch [6][960/2825] lr: 7.500e-03, eta: 3 days, 5:30:27, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.4122, top5_acc: 0.6659, loss_cls: 2.6978, loss: 2.6978, grad_norm: 5.2928 2020-10-01 00:31:01,543 - mmaction - INFO - Epoch [6][980/2825] lr: 7.500e-03, eta: 3 days, 5:29:44, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.4211, top5_acc: 0.6781, loss_cls: 2.6310, loss: 2.6310, grad_norm: 5.2535 2020-10-01 00:31:23,448 - mmaction - INFO - Epoch [6][1000/2825] lr: 7.500e-03, eta: 3 days, 5:29:41, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.4146, top5_acc: 0.6685, loss_cls: 2.6580, loss: 2.6580, grad_norm: 5.2635 2020-10-01 00:31:43,724 - mmaction - INFO - Epoch [6][1020/2825] lr: 7.500e-03, eta: 3 days, 5:29:10, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.4242, top5_acc: 0.6648, loss_cls: 2.6685, loss: 2.6685, grad_norm: 5.2786 2020-10-01 00:32:04,091 - mmaction - INFO - Epoch [6][1040/2825] lr: 7.500e-03, eta: 3 days, 5:28:40, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4221, top5_acc: 0.6740, loss_cls: 2.6544, loss: 2.6544, grad_norm: 5.1996 2020-10-01 00:32:24,600 - mmaction - INFO - Epoch [6][1060/2825] lr: 7.500e-03, eta: 3 days, 5:28:13, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4206, top5_acc: 0.6664, loss_cls: 2.6812, loss: 2.6812, grad_norm: 5.1923 2020-10-01 00:32:45,464 - mmaction - INFO - Epoch [6][1080/2825] lr: 7.500e-03, eta: 3 days, 5:27:52, time: 1.043, data_time: 0.042, memory: 8353, top1_acc: 0.4180, top5_acc: 0.6607, loss_cls: 2.7204, loss: 2.7204, grad_norm: 5.2635 2020-10-01 00:33:05,914 - mmaction - INFO - Epoch [6][1100/2825] lr: 7.500e-03, eta: 3 days, 5:27:24, time: 1.023, data_time: 0.115, memory: 8353, top1_acc: 0.4326, top5_acc: 0.6846, loss_cls: 2.5666, loss: 2.5666, grad_norm: 5.1499 2020-10-01 00:33:26,483 - mmaction - INFO - Epoch [6][1120/2825] lr: 7.500e-03, eta: 3 days, 5:26:58, time: 1.029, data_time: 0.184, memory: 8353, top1_acc: 0.4362, top5_acc: 0.6737, loss_cls: 2.6127, loss: 2.6127, grad_norm: 5.1977 2020-10-01 00:33:47,458 - mmaction - INFO - Epoch [6][1140/2825] lr: 7.500e-03, eta: 3 days, 5:26:39, time: 1.049, data_time: 0.437, memory: 8353, top1_acc: 0.4406, top5_acc: 0.6789, loss_cls: 2.6237, loss: 2.6237, grad_norm: 5.1660 2020-10-01 00:34:08,544 - mmaction - INFO - Epoch [6][1160/2825] lr: 7.500e-03, eta: 3 days, 5:26:22, time: 1.055, data_time: 0.441, memory: 8353, top1_acc: 0.4234, top5_acc: 0.6682, loss_cls: 2.6345, loss: 2.6345, grad_norm: 5.2256 2020-10-01 00:34:27,924 - mmaction - INFO - Epoch [6][1180/2825] lr: 7.500e-03, eta: 3 days, 5:25:35, time: 0.969, data_time: 0.349, memory: 8353, top1_acc: 0.4151, top5_acc: 0.6747, loss_cls: 2.6599, loss: 2.6599, grad_norm: 5.1938 2020-10-01 00:34:48,349 - mmaction - INFO - Epoch [6][1200/2825] lr: 7.500e-03, eta: 3 days, 5:25:06, time: 1.020, data_time: 0.175, memory: 8353, top1_acc: 0.4333, top5_acc: 0.6831, loss_cls: 2.6159, loss: 2.6159, grad_norm: 5.1109 2020-10-01 00:35:10,403 - mmaction - INFO - Epoch [6][1220/2825] lr: 7.500e-03, eta: 3 days, 5:25:06, time: 1.103, data_time: 0.024, memory: 8353, top1_acc: 0.4240, top5_acc: 0.6719, loss_cls: 2.6445, loss: 2.6445, grad_norm: 5.1339 2020-10-01 00:35:30,568 - mmaction - INFO - Epoch [6][1240/2825] lr: 7.500e-03, eta: 3 days, 5:24:33, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.4172, top5_acc: 0.6763, loss_cls: 2.6602, loss: 2.6602, grad_norm: 5.1848 2020-10-01 00:35:51,521 - mmaction - INFO - Epoch [6][1260/2825] lr: 7.500e-03, eta: 3 days, 5:24:14, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.4323, top5_acc: 0.6682, loss_cls: 2.6534, loss: 2.6534, grad_norm: 5.2166 2020-10-01 00:36:12,076 - mmaction - INFO - Epoch [6][1280/2825] lr: 7.500e-03, eta: 3 days, 5:23:48, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.4214, top5_acc: 0.6661, loss_cls: 2.6647, loss: 2.6647, grad_norm: 5.2699 2020-10-01 00:36:31,762 - mmaction - INFO - Epoch [6][1300/2825] lr: 7.500e-03, eta: 3 days, 5:23:07, time: 0.985, data_time: 0.071, memory: 8353, top1_acc: 0.4242, top5_acc: 0.6792, loss_cls: 2.6162, loss: 2.6162, grad_norm: 5.2627 2020-10-01 00:36:53,114 - mmaction - INFO - Epoch [6][1320/2825] lr: 7.500e-03, eta: 3 days, 5:22:54, time: 1.067, data_time: 0.055, memory: 8353, top1_acc: 0.4128, top5_acc: 0.6542, loss_cls: 2.7498, loss: 2.7498, grad_norm: 5.3737 2020-10-01 00:37:13,706 - mmaction - INFO - Epoch [6][1340/2825] lr: 7.500e-03, eta: 3 days, 5:22:29, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4253, top5_acc: 0.6669, loss_cls: 2.6412, loss: 2.6412, grad_norm: 5.1287 2020-10-01 00:37:33,776 - mmaction - INFO - Epoch [6][1360/2825] lr: 7.500e-03, eta: 3 days, 5:21:54, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.4341, top5_acc: 0.6862, loss_cls: 2.5815, loss: 2.5815, grad_norm: 5.1734 2020-10-01 00:37:54,955 - mmaction - INFO - Epoch [6][1380/2825] lr: 7.500e-03, eta: 3 days, 5:21:38, time: 1.058, data_time: 0.109, memory: 8353, top1_acc: 0.4289, top5_acc: 0.6724, loss_cls: 2.6541, loss: 2.6541, grad_norm: 5.2510 2020-10-01 00:38:16,233 - mmaction - INFO - Epoch [6][1400/2825] lr: 7.500e-03, eta: 3 days, 5:21:25, time: 1.065, data_time: 0.146, memory: 8353, top1_acc: 0.4310, top5_acc: 0.6828, loss_cls: 2.6230, loss: 2.6230, grad_norm: 5.2440 2020-10-01 00:38:36,414 - mmaction - INFO - Epoch [6][1420/2825] lr: 7.500e-03, eta: 3 days, 5:20:52, time: 1.009, data_time: 0.183, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6674, loss_cls: 2.6557, loss: 2.6557, grad_norm: 5.2933 2020-10-01 00:38:56,461 - mmaction - INFO - Epoch [6][1440/2825] lr: 7.500e-03, eta: 3 days, 5:20:18, time: 1.002, data_time: 0.048, memory: 8353, top1_acc: 0.4164, top5_acc: 0.6758, loss_cls: 2.6529, loss: 2.6529, grad_norm: 5.2876 2020-10-01 00:39:17,589 - mmaction - INFO - Epoch [6][1460/2825] lr: 7.500e-03, eta: 3 days, 5:20:01, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4130, top5_acc: 0.6682, loss_cls: 2.6979, loss: 2.6979, grad_norm: 5.2398 2020-10-01 00:39:38,406 - mmaction - INFO - Epoch [6][1480/2825] lr: 7.500e-03, eta: 3 days, 5:19:40, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.4240, top5_acc: 0.6779, loss_cls: 2.6172, loss: 2.6172, grad_norm: 5.1957 2020-10-01 00:39:59,587 - mmaction - INFO - Epoch [6][1500/2825] lr: 7.500e-03, eta: 3 days, 5:19:24, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.4284, top5_acc: 0.6802, loss_cls: 2.6082, loss: 2.6082, grad_norm: 5.1639 2020-10-01 00:40:19,639 - mmaction - INFO - Epoch [6][1520/2825] lr: 7.500e-03, eta: 3 days, 5:18:49, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.4182, top5_acc: 0.6771, loss_cls: 2.6103, loss: 2.6103, grad_norm: 5.2111 2020-10-01 00:40:40,896 - mmaction - INFO - Epoch [6][1540/2825] lr: 7.500e-03, eta: 3 days, 5:18:35, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.4198, top5_acc: 0.6786, loss_cls: 2.6445, loss: 2.6445, grad_norm: 5.2301 2020-10-01 00:41:02,073 - mmaction - INFO - Epoch [6][1560/2825] lr: 7.500e-03, eta: 3 days, 5:18:20, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4221, top5_acc: 0.6706, loss_cls: 2.6266, loss: 2.6266, grad_norm: 5.1912 2020-10-01 00:41:21,611 - mmaction - INFO - Epoch [6][1580/2825] lr: 7.500e-03, eta: 3 days, 5:17:37, time: 0.978, data_time: 0.017, memory: 8353, top1_acc: 0.4289, top5_acc: 0.6664, loss_cls: 2.6649, loss: 2.6649, grad_norm: 5.3023 2020-10-01 00:41:43,266 - mmaction - INFO - Epoch [6][1600/2825] lr: 7.500e-03, eta: 3 days, 5:17:29, time: 1.082, data_time: 0.122, memory: 8353, top1_acc: 0.4190, top5_acc: 0.6698, loss_cls: 2.6498, loss: 2.6498, grad_norm: 5.3298 2020-10-01 00:42:03,484 - mmaction - INFO - Epoch [6][1620/2825] lr: 7.500e-03, eta: 3 days, 5:16:57, time: 1.011, data_time: 0.089, memory: 8353, top1_acc: 0.4167, top5_acc: 0.6667, loss_cls: 2.6639, loss: 2.6639, grad_norm: 5.1892 2020-10-01 00:42:23,470 - mmaction - INFO - Epoch [6][1640/2825] lr: 7.500e-03, eta: 3 days, 5:16:22, time: 0.999, data_time: 0.022, memory: 8353, top1_acc: 0.4227, top5_acc: 0.6789, loss_cls: 2.5954, loss: 2.5954, grad_norm: 5.2548 2020-10-01 00:42:45,032 - mmaction - INFO - Epoch [6][1660/2825] lr: 7.500e-03, eta: 3 days, 5:16:13, time: 1.079, data_time: 0.257, memory: 8353, top1_acc: 0.4336, top5_acc: 0.6810, loss_cls: 2.5946, loss: 2.5946, grad_norm: 5.1623 2020-10-01 00:43:05,006 - mmaction - INFO - Epoch [6][1680/2825] lr: 7.500e-03, eta: 3 days, 5:15:37, time: 0.998, data_time: 0.058, memory: 8353, top1_acc: 0.4102, top5_acc: 0.6682, loss_cls: 2.6927, loss: 2.6927, grad_norm: 5.1749 2020-10-01 00:43:25,877 - mmaction - INFO - Epoch [6][1700/2825] lr: 7.500e-03, eta: 3 days, 5:15:17, time: 1.044, data_time: 0.052, memory: 8353, top1_acc: 0.4128, top5_acc: 0.6643, loss_cls: 2.7070, loss: 2.7070, grad_norm: 5.2131 2020-10-01 00:43:46,408 - mmaction - INFO - Epoch [6][1720/2825] lr: 7.500e-03, eta: 3 days, 5:14:50, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.4240, top5_acc: 0.6669, loss_cls: 2.6398, loss: 2.6398, grad_norm: 5.3055 2020-10-01 00:44:07,394 - mmaction - INFO - Epoch [6][1740/2825] lr: 7.500e-03, eta: 3 days, 5:14:31, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4263, top5_acc: 0.6703, loss_cls: 2.6380, loss: 2.6380, grad_norm: 5.1594 2020-10-01 00:44:27,966 - mmaction - INFO - Epoch [6][1760/2825] lr: 7.500e-03, eta: 3 days, 5:14:06, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4198, top5_acc: 0.6745, loss_cls: 2.6365, loss: 2.6365, grad_norm: 5.1442 2020-10-01 00:44:48,578 - mmaction - INFO - Epoch [6][1780/2825] lr: 7.500e-03, eta: 3 days, 5:13:41, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4057, top5_acc: 0.6646, loss_cls: 2.7158, loss: 2.7158, grad_norm: 5.2791 2020-10-01 00:45:08,481 - mmaction - INFO - Epoch [6][1800/2825] lr: 7.500e-03, eta: 3 days, 5:13:04, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.4299, top5_acc: 0.6763, loss_cls: 2.6322, loss: 2.6322, grad_norm: 5.1665 2020-10-01 00:45:30,188 - mmaction - INFO - Epoch [6][1820/2825] lr: 7.500e-03, eta: 3 days, 5:12:57, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.6425, loss: 2.6425, grad_norm: 5.2562 2020-10-01 00:45:51,691 - mmaction - INFO - Epoch [6][1840/2825] lr: 7.500e-03, eta: 3 days, 5:12:47, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.4161, top5_acc: 0.6719, loss_cls: 2.6664, loss: 2.6664, grad_norm: 5.1775 2020-10-01 00:46:11,188 - mmaction - INFO - Epoch [6][1860/2825] lr: 7.500e-03, eta: 3 days, 5:12:03, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.4258, top5_acc: 0.6688, loss_cls: 2.6631, loss: 2.6631, grad_norm: 5.2370 2020-10-01 00:46:32,904 - mmaction - INFO - Epoch [6][1880/2825] lr: 7.500e-03, eta: 3 days, 5:11:57, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.4219, top5_acc: 0.6617, loss_cls: 2.6788, loss: 2.6788, grad_norm: 5.1791 2020-10-01 00:46:53,809 - mmaction - INFO - Epoch [6][1900/2825] lr: 7.500e-03, eta: 3 days, 5:11:37, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.6363, loss: 2.6363, grad_norm: 5.1616 2020-10-01 00:47:13,806 - mmaction - INFO - Epoch [6][1920/2825] lr: 7.500e-03, eta: 3 days, 5:11:02, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.4042, top5_acc: 0.6576, loss_cls: 2.7320, loss: 2.7320, grad_norm: 5.1925 2020-10-01 00:47:34,275 - mmaction - INFO - Epoch [6][1940/2825] lr: 7.500e-03, eta: 3 days, 5:10:35, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4271, top5_acc: 0.6758, loss_cls: 2.6187, loss: 2.6187, grad_norm: 5.2315 2020-10-01 00:47:54,934 - mmaction - INFO - Epoch [6][1960/2825] lr: 7.500e-03, eta: 3 days, 5:10:10, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4292, top5_acc: 0.6659, loss_cls: 2.6643, loss: 2.6643, grad_norm: 5.2422 2020-10-01 00:48:14,466 - mmaction - INFO - Epoch [6][1980/2825] lr: 7.500e-03, eta: 3 days, 5:09:28, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.4125, top5_acc: 0.6708, loss_cls: 2.6598, loss: 2.6598, grad_norm: 5.2944 2020-10-01 00:48:36,216 - mmaction - INFO - Epoch [6][2000/2825] lr: 7.500e-03, eta: 3 days, 5:09:22, time: 1.088, data_time: 0.027, memory: 8353, top1_acc: 0.4331, top5_acc: 0.6763, loss_cls: 2.6082, loss: 2.6082, grad_norm: 5.1985 2020-10-01 00:48:56,372 - mmaction - INFO - Epoch [6][2020/2825] lr: 7.500e-03, eta: 3 days, 5:08:50, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.4122, top5_acc: 0.6549, loss_cls: 2.7347, loss: 2.7347, grad_norm: 5.2640 2020-10-01 00:49:17,946 - mmaction - INFO - Epoch [6][2040/2825] lr: 7.500e-03, eta: 3 days, 5:08:40, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.4161, top5_acc: 0.6677, loss_cls: 2.6819, loss: 2.6819, grad_norm: 5.2768 2020-10-01 00:49:38,322 - mmaction - INFO - Epoch [6][2060/2825] lr: 7.500e-03, eta: 3 days, 5:08:12, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.4013, top5_acc: 0.6727, loss_cls: 2.6683, loss: 2.6683, grad_norm: 5.2613 2020-10-01 00:49:58,301 - mmaction - INFO - Epoch [6][2080/2825] lr: 7.500e-03, eta: 3 days, 5:07:37, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.6267, loss: 2.6267, grad_norm: 5.2135 2020-10-01 00:50:19,066 - mmaction - INFO - Epoch [6][2100/2825] lr: 7.500e-03, eta: 3 days, 5:07:14, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.4232, top5_acc: 0.6742, loss_cls: 2.6254, loss: 2.6254, grad_norm: 5.2214 2020-10-01 00:50:40,192 - mmaction - INFO - Epoch [6][2120/2825] lr: 7.500e-03, eta: 3 days, 5:06:57, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6740, loss_cls: 2.6157, loss: 2.6157, grad_norm: 5.1477 2020-10-01 00:50:59,647 - mmaction - INFO - Epoch [6][2140/2825] lr: 7.500e-03, eta: 3 days, 5:06:14, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.4247, top5_acc: 0.6716, loss_cls: 2.6478, loss: 2.6478, grad_norm: 5.2133 2020-10-01 00:51:21,059 - mmaction - INFO - Epoch [6][2160/2825] lr: 7.500e-03, eta: 3 days, 5:06:02, time: 1.070, data_time: 0.054, memory: 8353, top1_acc: 0.4305, top5_acc: 0.6844, loss_cls: 2.6091, loss: 2.6091, grad_norm: 5.1834 2020-10-01 00:51:40,799 - mmaction - INFO - Epoch [6][2180/2825] lr: 7.500e-03, eta: 3 days, 5:05:23, time: 0.987, data_time: 0.062, memory: 8353, top1_acc: 0.4315, top5_acc: 0.6904, loss_cls: 2.5782, loss: 2.5782, grad_norm: 5.1317 2020-10-01 00:52:03,063 - mmaction - INFO - Epoch [6][2200/2825] lr: 7.500e-03, eta: 3 days, 5:05:25, time: 1.114, data_time: 0.118, memory: 8353, top1_acc: 0.4500, top5_acc: 0.6857, loss_cls: 2.5260, loss: 2.5260, grad_norm: 5.1016 2020-10-01 00:52:23,821 - mmaction - INFO - Epoch [6][2220/2825] lr: 7.500e-03, eta: 3 days, 5:05:03, time: 1.038, data_time: 0.006, memory: 8353, top1_acc: 0.4242, top5_acc: 0.6667, loss_cls: 2.6769, loss: 2.6769, grad_norm: 5.2642 2020-10-01 00:52:43,413 - mmaction - INFO - Epoch [6][2240/2825] lr: 7.500e-03, eta: 3 days, 5:04:22, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.4294, top5_acc: 0.6740, loss_cls: 2.6150, loss: 2.6150, grad_norm: 5.1407 2020-10-01 00:53:04,470 - mmaction - INFO - Epoch [6][2260/2825] lr: 7.500e-03, eta: 3 days, 5:04:04, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.6248, loss: 2.6248, grad_norm: 5.2898 2020-10-01 00:53:26,440 - mmaction - INFO - Epoch [6][2280/2825] lr: 7.500e-03, eta: 3 days, 5:04:01, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.6184, loss: 2.6184, grad_norm: 5.1696 2020-10-01 00:53:48,192 - mmaction - INFO - Epoch [6][2300/2825] lr: 7.500e-03, eta: 3 days, 5:03:55, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.4224, top5_acc: 0.6693, loss_cls: 2.6589, loss: 2.6589, grad_norm: 5.2972 2020-10-01 00:54:07,362 - mmaction - INFO - Epoch [6][2320/2825] lr: 7.500e-03, eta: 3 days, 5:03:07, time: 0.959, data_time: 0.003, memory: 8353, top1_acc: 0.4201, top5_acc: 0.6646, loss_cls: 2.6690, loss: 2.6690, grad_norm: 5.2555 2020-10-01 00:54:28,344 - mmaction - INFO - Epoch [6][2340/2825] lr: 7.500e-03, eta: 3 days, 5:02:48, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.4388, top5_acc: 0.6885, loss_cls: 2.5536, loss: 2.5536, grad_norm: 5.1409 2020-10-01 00:54:49,746 - mmaction - INFO - Epoch [6][2360/2825] lr: 7.500e-03, eta: 3 days, 5:02:36, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4245, top5_acc: 0.6799, loss_cls: 2.5739, loss: 2.5739, grad_norm: 5.0686 2020-10-01 00:55:08,612 - mmaction - INFO - Epoch [6][2380/2825] lr: 7.500e-03, eta: 3 days, 5:01:43, time: 0.942, data_time: 0.001, memory: 8353, top1_acc: 0.4258, top5_acc: 0.6721, loss_cls: 2.6554, loss: 2.6554, grad_norm: 5.2018 2020-10-01 00:55:30,571 - mmaction - INFO - Epoch [6][2400/2825] lr: 7.500e-03, eta: 3 days, 5:01:40, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.4146, top5_acc: 0.6531, loss_cls: 2.7001, loss: 2.7001, grad_norm: 5.2736 2020-10-01 00:55:51,741 - mmaction - INFO - Epoch [6][2420/2825] lr: 7.500e-03, eta: 3 days, 5:01:25, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4247, top5_acc: 0.6654, loss_cls: 2.6668, loss: 2.6668, grad_norm: 5.2648 2020-10-01 00:56:11,674 - mmaction - INFO - Epoch [6][2440/2825] lr: 7.500e-03, eta: 3 days, 5:00:49, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.4378, top5_acc: 0.6742, loss_cls: 2.6000, loss: 2.6000, grad_norm: 5.0527 2020-10-01 00:56:33,232 - mmaction - INFO - Epoch [6][2460/2825] lr: 7.500e-03, eta: 3 days, 5:00:39, time: 1.077, data_time: 0.187, memory: 8353, top1_acc: 0.4219, top5_acc: 0.6818, loss_cls: 2.6053, loss: 2.6053, grad_norm: 5.2083 2020-10-01 00:56:53,882 - mmaction - INFO - Epoch [6][2480/2825] lr: 7.500e-03, eta: 3 days, 5:00:15, time: 1.033, data_time: 0.284, memory: 8353, top1_acc: 0.4198, top5_acc: 0.6794, loss_cls: 2.6311, loss: 2.6311, grad_norm: 5.2415 2020-10-01 00:57:13,982 - mmaction - INFO - Epoch [6][2500/2825] lr: 7.500e-03, eta: 3 days, 4:59:42, time: 1.006, data_time: 0.064, memory: 8353, top1_acc: 0.4359, top5_acc: 0.6685, loss_cls: 2.6293, loss: 2.6293, grad_norm: 5.1581 2020-10-01 00:57:35,097 - mmaction - INFO - Epoch [6][2520/2825] lr: 7.500e-03, eta: 3 days, 4:59:26, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4349, top5_acc: 0.6823, loss_cls: 2.6130, loss: 2.6130, grad_norm: 5.0690 2020-10-01 00:57:56,129 - mmaction - INFO - Epoch [6][2540/2825] lr: 7.500e-03, eta: 3 days, 4:59:08, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4094, top5_acc: 0.6685, loss_cls: 2.7004, loss: 2.7004, grad_norm: 5.3394 2020-10-01 00:58:16,685 - mmaction - INFO - Epoch [6][2560/2825] lr: 7.500e-03, eta: 3 days, 4:58:42, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.4125, top5_acc: 0.6677, loss_cls: 2.6600, loss: 2.6600, grad_norm: 5.2735 2020-10-01 00:58:36,309 - mmaction - INFO - Epoch [6][2580/2825] lr: 7.500e-03, eta: 3 days, 4:58:02, time: 0.982, data_time: 0.003, memory: 8353, top1_acc: 0.4208, top5_acc: 0.6747, loss_cls: 2.6267, loss: 2.6267, grad_norm: 5.2114 2020-10-01 00:58:57,234 - mmaction - INFO - Epoch [6][2600/2825] lr: 7.500e-03, eta: 3 days, 4:57:42, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.4461, top5_acc: 0.6810, loss_cls: 2.5872, loss: 2.5872, grad_norm: 5.0518 2020-10-01 00:59:16,933 - mmaction - INFO - Epoch [6][2620/2825] lr: 7.500e-03, eta: 3 days, 4:57:03, time: 0.986, data_time: 0.003, memory: 8353, top1_acc: 0.4193, top5_acc: 0.6708, loss_cls: 2.6899, loss: 2.6899, grad_norm: 5.3363 2020-10-01 00:59:38,248 - mmaction - INFO - Epoch [6][2640/2825] lr: 7.500e-03, eta: 3 days, 4:56:50, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.4159, top5_acc: 0.6591, loss_cls: 2.7093, loss: 2.7093, grad_norm: 5.1987 2020-10-01 00:59:58,444 - mmaction - INFO - Epoch [6][2660/2825] lr: 7.500e-03, eta: 3 days, 4:56:19, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.4034, top5_acc: 0.6568, loss_cls: 2.7236, loss: 2.7236, grad_norm: 5.2672 2020-10-01 01:00:20,993 - mmaction - INFO - Epoch [6][2680/2825] lr: 7.500e-03, eta: 3 days, 4:56:24, time: 1.127, data_time: 0.002, memory: 8353, top1_acc: 0.4326, top5_acc: 0.6893, loss_cls: 2.5618, loss: 2.5618, grad_norm: 5.1414 2020-10-01 01:00:42,110 - mmaction - INFO - Epoch [6][2700/2825] lr: 7.500e-03, eta: 3 days, 4:56:08, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.4268, top5_acc: 0.6818, loss_cls: 2.5907, loss: 2.5907, grad_norm: 5.1598 2020-10-01 01:01:02,162 - mmaction - INFO - Epoch [6][2720/2825] lr: 7.500e-03, eta: 3 days, 4:55:35, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.4190, top5_acc: 0.6708, loss_cls: 2.6371, loss: 2.6371, grad_norm: 5.2242 2020-10-01 01:01:23,754 - mmaction - INFO - Epoch [6][2740/2825] lr: 7.500e-03, eta: 3 days, 4:55:25, time: 1.079, data_time: 0.016, memory: 8353, top1_acc: 0.4302, top5_acc: 0.6701, loss_cls: 2.6290, loss: 2.6290, grad_norm: 5.1824 2020-10-01 01:01:46,066 - mmaction - INFO - Epoch [6][2760/2825] lr: 7.500e-03, eta: 3 days, 4:55:27, time: 1.115, data_time: 0.002, memory: 8353, top1_acc: 0.4339, top5_acc: 0.6794, loss_cls: 2.6178, loss: 2.6178, grad_norm: 5.1379 2020-10-01 01:02:05,435 - mmaction - INFO - Epoch [6][2780/2825] lr: 7.500e-03, eta: 3 days, 4:54:43, time: 0.969, data_time: 0.002, memory: 8353, top1_acc: 0.4307, top5_acc: 0.6721, loss_cls: 2.6040, loss: 2.6040, grad_norm: 5.2548 2020-10-01 01:02:27,159 - mmaction - INFO - Epoch [6][2800/2825] lr: 7.500e-03, eta: 3 days, 4:54:36, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.4253, top5_acc: 0.6724, loss_cls: 2.6357, loss: 2.6357, grad_norm: 5.2124 2020-10-01 01:02:48,286 - mmaction - INFO - Epoch [6][2820/2825] lr: 7.500e-03, eta: 3 days, 4:54:20, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4206, top5_acc: 0.6711, loss_cls: 2.6355, loss: 2.6355, grad_norm: 5.1974 2020-10-01 01:02:53,992 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-10-01 01:03:42,196 - mmaction - INFO - Epoch [7][20/2825] lr: 7.500e-03, eta: 3 days, 4:59:25, time: 2.362, data_time: 1.263, memory: 8353, top1_acc: 0.4216, top5_acc: 0.6716, loss_cls: 2.6387, loss: 2.6387, grad_norm: 5.1800 2020-10-01 01:04:02,262 - mmaction - INFO - Epoch [7][40/2825] lr: 7.500e-03, eta: 3 days, 4:58:51, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.4255, top5_acc: 0.6839, loss_cls: 2.6021, loss: 2.6021, grad_norm: 5.2255 2020-10-01 01:04:22,555 - mmaction - INFO - Epoch [7][60/2825] lr: 7.500e-03, eta: 3 days, 4:58:21, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.4352, top5_acc: 0.6760, loss_cls: 2.5801, loss: 2.5801, grad_norm: 5.1485 2020-10-01 01:04:42,986 - mmaction - INFO - Epoch [7][80/2825] lr: 7.500e-03, eta: 3 days, 4:57:53, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.4409, top5_acc: 0.6956, loss_cls: 2.5172, loss: 2.5172, grad_norm: 5.1661 2020-10-01 01:05:04,321 - mmaction - INFO - Epoch [7][100/2825] lr: 7.500e-03, eta: 3 days, 4:57:40, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4276, top5_acc: 0.6792, loss_cls: 2.5978, loss: 2.5978, grad_norm: 5.2036 2020-10-01 01:05:25,537 - mmaction - INFO - Epoch [7][120/2825] lr: 7.500e-03, eta: 3 days, 4:57:24, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4424, top5_acc: 0.6815, loss_cls: 2.5766, loss: 2.5766, grad_norm: 5.2233 2020-10-01 01:05:46,242 - mmaction - INFO - Epoch [7][140/2825] lr: 7.500e-03, eta: 3 days, 4:57:01, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.6208, loss: 2.6208, grad_norm: 5.1926 2020-10-01 01:06:06,960 - mmaction - INFO - Epoch [7][160/2825] lr: 7.500e-03, eta: 3 days, 4:56:37, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4227, top5_acc: 0.6823, loss_cls: 2.6059, loss: 2.6059, grad_norm: 5.1551 2020-10-01 01:06:26,104 - mmaction - INFO - Epoch [7][180/2825] lr: 7.500e-03, eta: 3 days, 4:55:50, time: 0.957, data_time: 0.003, memory: 8353, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.5852, loss: 2.5852, grad_norm: 5.2146 2020-10-01 01:06:48,464 - mmaction - INFO - Epoch [7][200/2825] lr: 7.500e-03, eta: 3 days, 4:55:52, time: 1.118, data_time: 0.002, memory: 8353, top1_acc: 0.4385, top5_acc: 0.6862, loss_cls: 2.5613, loss: 2.5613, grad_norm: 5.2244 2020-10-01 01:07:08,697 - mmaction - INFO - Epoch [7][220/2825] lr: 7.500e-03, eta: 3 days, 4:55:21, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4190, top5_acc: 0.6680, loss_cls: 2.6571, loss: 2.6571, grad_norm: 5.2672 2020-10-01 01:07:28,712 - mmaction - INFO - Epoch [7][240/2825] lr: 7.500e-03, eta: 3 days, 4:54:47, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.4307, top5_acc: 0.6826, loss_cls: 2.5483, loss: 2.5483, grad_norm: 5.1715 2020-10-01 01:07:49,728 - mmaction - INFO - Epoch [7][260/2825] lr: 7.500e-03, eta: 3 days, 4:54:28, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.4237, top5_acc: 0.6771, loss_cls: 2.6049, loss: 2.6049, grad_norm: 5.1977 2020-10-01 01:08:09,660 - mmaction - INFO - Epoch [7][280/2825] lr: 7.500e-03, eta: 3 days, 4:53:53, time: 0.996, data_time: 0.003, memory: 8353, top1_acc: 0.4414, top5_acc: 0.6727, loss_cls: 2.5795, loss: 2.5795, grad_norm: 5.1607 2020-10-01 01:08:30,841 - mmaction - INFO - Epoch [7][300/2825] lr: 7.500e-03, eta: 3 days, 4:53:37, time: 1.060, data_time: 0.013, memory: 8353, top1_acc: 0.4362, top5_acc: 0.6810, loss_cls: 2.6007, loss: 2.6007, grad_norm: 5.1333 2020-10-01 01:08:52,284 - mmaction - INFO - Epoch [7][320/2825] lr: 7.500e-03, eta: 3 days, 4:53:25, time: 1.072, data_time: 0.029, memory: 8353, top1_acc: 0.4268, top5_acc: 0.6768, loss_cls: 2.5977, loss: 2.5977, grad_norm: 5.2289 2020-10-01 01:09:12,941 - mmaction - INFO - Epoch [7][340/2825] lr: 7.500e-03, eta: 3 days, 4:53:00, time: 1.032, data_time: 0.086, memory: 8353, top1_acc: 0.4201, top5_acc: 0.6729, loss_cls: 2.6263, loss: 2.6263, grad_norm: 5.2913 2020-10-01 01:09:33,596 - mmaction - INFO - Epoch [7][360/2825] lr: 7.500e-03, eta: 3 days, 4:52:36, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4393, top5_acc: 0.6833, loss_cls: 2.5741, loss: 2.5741, grad_norm: 5.2175 2020-10-01 01:09:54,464 - mmaction - INFO - Epoch [7][380/2825] lr: 7.500e-03, eta: 3 days, 4:52:15, time: 1.044, data_time: 0.014, memory: 8353, top1_acc: 0.4357, top5_acc: 0.6792, loss_cls: 2.5998, loss: 2.5998, grad_norm: 5.2186 2020-10-01 01:10:14,825 - mmaction - INFO - Epoch [7][400/2825] lr: 7.500e-03, eta: 3 days, 4:51:46, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4589, top5_acc: 0.6953, loss_cls: 2.4987, loss: 2.4987, grad_norm: 5.1245 2020-10-01 01:10:35,412 - mmaction - INFO - Epoch [7][420/2825] lr: 7.500e-03, eta: 3 days, 4:51:21, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.4242, top5_acc: 0.6721, loss_cls: 2.6402, loss: 2.6402, grad_norm: 5.1971 2020-10-01 01:10:57,147 - mmaction - INFO - Epoch [7][440/2825] lr: 7.500e-03, eta: 3 days, 4:51:14, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.4419, top5_acc: 0.6940, loss_cls: 2.5263, loss: 2.5263, grad_norm: 5.1786 2020-10-01 01:11:17,230 - mmaction - INFO - Epoch [7][460/2825] lr: 7.500e-03, eta: 3 days, 4:50:41, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.4242, top5_acc: 0.6755, loss_cls: 2.6110, loss: 2.6110, grad_norm: 5.2479 2020-10-01 01:11:38,480 - mmaction - INFO - Epoch [7][480/2825] lr: 7.500e-03, eta: 3 days, 4:50:26, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.4250, top5_acc: 0.6716, loss_cls: 2.6187, loss: 2.6187, grad_norm: 5.1749 2020-10-01 01:11:58,757 - mmaction - INFO - Epoch [7][500/2825] lr: 7.500e-03, eta: 3 days, 4:49:56, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.4240, top5_acc: 0.6789, loss_cls: 2.6335, loss: 2.6335, grad_norm: 5.2490 2020-10-01 01:12:18,494 - mmaction - INFO - Epoch [7][520/2825] lr: 7.500e-03, eta: 3 days, 4:49:17, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.6103, loss: 2.6103, grad_norm: 5.2055 2020-10-01 01:12:39,524 - mmaction - INFO - Epoch [7][540/2825] lr: 7.500e-03, eta: 3 days, 4:48:59, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.4276, top5_acc: 0.6753, loss_cls: 2.5949, loss: 2.5949, grad_norm: 5.1344 2020-10-01 01:13:00,814 - mmaction - INFO - Epoch [7][560/2825] lr: 7.500e-03, eta: 3 days, 4:48:45, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4380, top5_acc: 0.6833, loss_cls: 2.5611, loss: 2.5611, grad_norm: 5.2771 2020-10-01 01:13:20,956 - mmaction - INFO - Epoch [7][580/2825] lr: 7.500e-03, eta: 3 days, 4:48:13, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4388, top5_acc: 0.6836, loss_cls: 2.5844, loss: 2.5844, grad_norm: 5.1942 2020-10-01 01:13:41,867 - mmaction - INFO - Epoch [7][600/2825] lr: 7.500e-03, eta: 3 days, 4:47:52, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4305, top5_acc: 0.6943, loss_cls: 2.5869, loss: 2.5869, grad_norm: 5.2415 2020-10-01 01:14:03,052 - mmaction - INFO - Epoch [7][620/2825] lr: 7.500e-03, eta: 3 days, 4:47:36, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4229, top5_acc: 0.6771, loss_cls: 2.6287, loss: 2.6287, grad_norm: 5.2342 2020-10-01 01:14:23,811 - mmaction - INFO - Epoch [7][640/2825] lr: 7.500e-03, eta: 3 days, 4:47:14, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4367, top5_acc: 0.6862, loss_cls: 2.5653, loss: 2.5653, grad_norm: 5.1690 2020-10-01 01:14:44,050 - mmaction - INFO - Epoch [7][660/2825] lr: 7.500e-03, eta: 3 days, 4:46:44, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.4315, top5_acc: 0.6807, loss_cls: 2.5671, loss: 2.5671, grad_norm: 5.1290 2020-10-01 01:15:04,613 - mmaction - INFO - Epoch [7][680/2825] lr: 7.500e-03, eta: 3 days, 4:46:18, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4279, top5_acc: 0.6867, loss_cls: 2.5877, loss: 2.5877, grad_norm: 5.2311 2020-10-01 01:15:24,558 - mmaction - INFO - Epoch [7][700/2825] lr: 7.500e-03, eta: 3 days, 4:45:43, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.4279, top5_acc: 0.6828, loss_cls: 2.5859, loss: 2.5859, grad_norm: 5.1896 2020-10-01 01:15:45,244 - mmaction - INFO - Epoch [7][720/2825] lr: 7.500e-03, eta: 3 days, 4:45:20, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4242, top5_acc: 0.6818, loss_cls: 2.6203, loss: 2.6203, grad_norm: 5.3181 2020-10-01 01:16:05,587 - mmaction - INFO - Epoch [7][740/2825] lr: 7.500e-03, eta: 3 days, 4:44:51, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.4245, top5_acc: 0.6604, loss_cls: 2.6539, loss: 2.6539, grad_norm: 5.2780 2020-10-01 01:16:27,000 - mmaction - INFO - Epoch [7][760/2825] lr: 7.500e-03, eta: 3 days, 4:44:38, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4367, top5_acc: 0.6805, loss_cls: 2.6020, loss: 2.6020, grad_norm: 5.3230 2020-10-01 01:16:48,129 - mmaction - INFO - Epoch [7][780/2825] lr: 7.500e-03, eta: 3 days, 4:44:21, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4328, top5_acc: 0.6792, loss_cls: 2.5865, loss: 2.5865, grad_norm: 5.2028 2020-10-01 01:17:08,071 - mmaction - INFO - Epoch [7][800/2825] lr: 7.500e-03, eta: 3 days, 4:43:47, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.4240, top5_acc: 0.6633, loss_cls: 2.6361, loss: 2.6361, grad_norm: 5.2514 2020-10-01 01:17:28,304 - mmaction - INFO - Epoch [7][820/2825] lr: 7.500e-03, eta: 3 days, 4:43:16, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.6782, loss: 2.6782, grad_norm: 5.2330 2020-10-01 01:17:50,087 - mmaction - INFO - Epoch [7][840/2825] lr: 7.500e-03, eta: 3 days, 4:43:09, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.4302, top5_acc: 0.6906, loss_cls: 2.5864, loss: 2.5864, grad_norm: 5.3016 2020-10-01 01:18:09,141 - mmaction - INFO - Epoch [7][860/2825] lr: 7.500e-03, eta: 3 days, 4:42:21, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.4331, top5_acc: 0.6870, loss_cls: 2.5582, loss: 2.5582, grad_norm: 5.2291 2020-10-01 01:18:30,028 - mmaction - INFO - Epoch [7][880/2825] lr: 7.500e-03, eta: 3 days, 4:42:01, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.4531, top5_acc: 0.6927, loss_cls: 2.5145, loss: 2.5145, grad_norm: 5.1938 2020-10-01 01:18:50,367 - mmaction - INFO - Epoch [7][900/2825] lr: 7.500e-03, eta: 3 days, 4:41:32, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.4302, top5_acc: 0.6740, loss_cls: 2.6362, loss: 2.6362, grad_norm: 5.2420 2020-10-01 01:19:12,420 - mmaction - INFO - Epoch [7][920/2825] lr: 7.500e-03, eta: 3 days, 4:41:29, time: 1.103, data_time: 0.009, memory: 8353, top1_acc: 0.4156, top5_acc: 0.6872, loss_cls: 2.5990, loss: 2.5990, grad_norm: 5.3049 2020-10-01 01:19:32,505 - mmaction - INFO - Epoch [7][940/2825] lr: 7.500e-03, eta: 3 days, 4:40:56, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4385, top5_acc: 0.6779, loss_cls: 2.5920, loss: 2.5920, grad_norm: 5.2145 2020-10-01 01:19:53,037 - mmaction - INFO - Epoch [7][960/2825] lr: 7.500e-03, eta: 3 days, 4:40:30, time: 1.026, data_time: 0.023, memory: 8353, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.6289, loss: 2.6289, grad_norm: 5.2295 2020-10-01 01:20:14,035 - mmaction - INFO - Epoch [7][980/2825] lr: 7.500e-03, eta: 3 days, 4:40:12, time: 1.050, data_time: 0.256, memory: 8353, top1_acc: 0.4427, top5_acc: 0.7021, loss_cls: 2.5106, loss: 2.5106, grad_norm: 5.2132 2020-10-01 01:20:34,980 - mmaction - INFO - Epoch [7][1000/2825] lr: 7.500e-03, eta: 3 days, 4:39:52, time: 1.047, data_time: 0.029, memory: 8353, top1_acc: 0.4255, top5_acc: 0.6805, loss_cls: 2.5874, loss: 2.5874, grad_norm: 5.3049 2020-10-01 01:20:56,460 - mmaction - INFO - Epoch [7][1020/2825] lr: 7.500e-03, eta: 3 days, 4:39:40, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.4302, top5_acc: 0.6867, loss_cls: 2.5279, loss: 2.5279, grad_norm: 5.2721 2020-10-01 01:21:17,244 - mmaction - INFO - Epoch [7][1040/2825] lr: 7.500e-03, eta: 3 days, 4:39:18, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4380, top5_acc: 0.6750, loss_cls: 2.5870, loss: 2.5870, grad_norm: 5.2059 2020-10-01 01:21:37,754 - mmaction - INFO - Epoch [7][1060/2825] lr: 7.500e-03, eta: 3 days, 4:38:52, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4307, top5_acc: 0.6810, loss_cls: 2.5872, loss: 2.5872, grad_norm: 5.1525 2020-10-01 01:21:58,532 - mmaction - INFO - Epoch [7][1080/2825] lr: 7.500e-03, eta: 3 days, 4:38:30, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.4294, top5_acc: 0.6716, loss_cls: 2.6048, loss: 2.6048, grad_norm: 5.2532 2020-10-01 01:22:18,922 - mmaction - INFO - Epoch [7][1100/2825] lr: 7.500e-03, eta: 3 days, 4:38:02, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4305, top5_acc: 0.6786, loss_cls: 2.6212, loss: 2.6212, grad_norm: 5.3239 2020-10-01 01:22:39,546 - mmaction - INFO - Epoch [7][1120/2825] lr: 7.500e-03, eta: 3 days, 4:37:38, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4258, top5_acc: 0.6815, loss_cls: 2.5927, loss: 2.5927, grad_norm: 5.2545 2020-10-01 01:23:00,203 - mmaction - INFO - Epoch [7][1140/2825] lr: 7.500e-03, eta: 3 days, 4:37:14, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.4260, top5_acc: 0.6805, loss_cls: 2.5795, loss: 2.5795, grad_norm: 5.2643 2020-10-01 01:23:20,380 - mmaction - INFO - Epoch [7][1160/2825] lr: 7.500e-03, eta: 3 days, 4:36:43, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.4323, top5_acc: 0.6802, loss_cls: 2.6053, loss: 2.6053, grad_norm: 5.1968 2020-10-01 01:23:42,014 - mmaction - INFO - Epoch [7][1180/2825] lr: 7.500e-03, eta: 3 days, 4:36:33, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.4411, top5_acc: 0.6870, loss_cls: 2.5529, loss: 2.5529, grad_norm: 5.1888 2020-10-01 01:24:03,855 - mmaction - INFO - Epoch [7][1200/2825] lr: 7.500e-03, eta: 3 days, 4:36:26, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.4372, top5_acc: 0.6812, loss_cls: 2.5801, loss: 2.5801, grad_norm: 5.1935 2020-10-01 01:24:23,289 - mmaction - INFO - Epoch [7][1220/2825] lr: 7.500e-03, eta: 3 days, 4:35:45, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.4299, top5_acc: 0.6794, loss_cls: 2.6052, loss: 2.6052, grad_norm: 5.2938 2020-10-01 01:24:44,400 - mmaction - INFO - Epoch [7][1240/2825] lr: 7.500e-03, eta: 3 days, 4:35:28, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4404, top5_acc: 0.6927, loss_cls: 2.5352, loss: 2.5352, grad_norm: 5.1581 2020-10-01 01:25:05,427 - mmaction - INFO - Epoch [7][1260/2825] lr: 7.500e-03, eta: 3 days, 4:35:09, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.4357, top5_acc: 0.6750, loss_cls: 2.6004, loss: 2.6004, grad_norm: 5.2308 2020-10-01 01:25:25,664 - mmaction - INFO - Epoch [7][1280/2825] lr: 7.500e-03, eta: 3 days, 4:34:39, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4219, top5_acc: 0.6630, loss_cls: 2.6874, loss: 2.6874, grad_norm: 5.2868 2020-10-01 01:25:46,783 - mmaction - INFO - Epoch [7][1300/2825] lr: 7.500e-03, eta: 3 days, 4:34:22, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4224, top5_acc: 0.6771, loss_cls: 2.6253, loss: 2.6253, grad_norm: 5.3487 2020-10-01 01:26:07,071 - mmaction - INFO - Epoch [7][1320/2825] lr: 7.500e-03, eta: 3 days, 4:33:53, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.4328, top5_acc: 0.6810, loss_cls: 2.5769, loss: 2.5769, grad_norm: 5.2083 2020-10-01 01:26:27,342 - mmaction - INFO - Epoch [7][1340/2825] lr: 7.500e-03, eta: 3 days, 4:33:23, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.4305, top5_acc: 0.6862, loss_cls: 2.5885, loss: 2.5885, grad_norm: 5.2255 2020-10-01 01:26:48,171 - mmaction - INFO - Epoch [7][1360/2825] lr: 7.500e-03, eta: 3 days, 4:33:02, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.4201, top5_acc: 0.6695, loss_cls: 2.6396, loss: 2.6396, grad_norm: 5.2716 2020-10-01 01:27:07,956 - mmaction - INFO - Epoch [7][1380/2825] lr: 7.500e-03, eta: 3 days, 4:32:26, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.4349, top5_acc: 0.6737, loss_cls: 2.6128, loss: 2.6128, grad_norm: 5.2138 2020-10-01 01:27:29,700 - mmaction - INFO - Epoch [7][1400/2825] lr: 7.500e-03, eta: 3 days, 4:32:17, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.4331, top5_acc: 0.6883, loss_cls: 2.5198, loss: 2.5198, grad_norm: 5.0944 2020-10-01 01:27:49,605 - mmaction - INFO - Epoch [7][1420/2825] lr: 7.500e-03, eta: 3 days, 4:31:43, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.4214, top5_acc: 0.6763, loss_cls: 2.6311, loss: 2.6311, grad_norm: 5.3683 2020-10-01 01:28:11,264 - mmaction - INFO - Epoch [7][1440/2825] lr: 7.500e-03, eta: 3 days, 4:31:33, time: 1.083, data_time: 0.019, memory: 8353, top1_acc: 0.4193, top5_acc: 0.6732, loss_cls: 2.6268, loss: 2.6268, grad_norm: 5.3100 2020-10-01 01:28:31,429 - mmaction - INFO - Epoch [7][1460/2825] lr: 7.500e-03, eta: 3 days, 4:31:03, time: 1.010, data_time: 0.144, memory: 8353, top1_acc: 0.4297, top5_acc: 0.6849, loss_cls: 2.5766, loss: 2.5766, grad_norm: 5.1299 2020-10-01 01:28:52,033 - mmaction - INFO - Epoch [7][1480/2825] lr: 7.500e-03, eta: 3 days, 4:30:38, time: 1.029, data_time: 0.037, memory: 8353, top1_acc: 0.4354, top5_acc: 0.6711, loss_cls: 2.5818, loss: 2.5818, grad_norm: 5.2273 2020-10-01 01:29:13,470 - mmaction - INFO - Epoch [7][1500/2825] lr: 7.500e-03, eta: 3 days, 4:30:25, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.4318, top5_acc: 0.6823, loss_cls: 2.5787, loss: 2.5787, grad_norm: 5.1780 2020-10-01 01:29:34,082 - mmaction - INFO - Epoch [7][1520/2825] lr: 7.500e-03, eta: 3 days, 4:30:01, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4271, top5_acc: 0.6747, loss_cls: 2.6235, loss: 2.6235, grad_norm: 5.2925 2020-10-01 01:29:55,025 - mmaction - INFO - Epoch [7][1540/2825] lr: 7.500e-03, eta: 3 days, 4:29:41, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.5042, loss: 2.5042, grad_norm: 5.1750 2020-10-01 01:30:17,710 - mmaction - INFO - Epoch [7][1560/2825] lr: 7.500e-03, eta: 3 days, 4:29:46, time: 1.134, data_time: 0.002, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6727, loss_cls: 2.6145, loss: 2.6145, grad_norm: 5.2543 2020-10-01 01:30:36,957 - mmaction - INFO - Epoch [7][1580/2825] lr: 7.500e-03, eta: 3 days, 4:29:02, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.4372, top5_acc: 0.6932, loss_cls: 2.5561, loss: 2.5561, grad_norm: 5.2014 2020-10-01 01:30:57,591 - mmaction - INFO - Epoch [7][1600/2825] lr: 7.500e-03, eta: 3 days, 4:28:38, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.4294, top5_acc: 0.6792, loss_cls: 2.6125, loss: 2.6125, grad_norm: 5.3306 2020-10-01 01:31:19,151 - mmaction - INFO - Epoch [7][1620/2825] lr: 7.500e-03, eta: 3 days, 4:28:27, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.4320, top5_acc: 0.6734, loss_cls: 2.6184, loss: 2.6184, grad_norm: 5.2375 2020-10-01 01:31:39,002 - mmaction - INFO - Epoch [7][1640/2825] lr: 7.500e-03, eta: 3 days, 4:27:52, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.4180, top5_acc: 0.6682, loss_cls: 2.6489, loss: 2.6489, grad_norm: 5.2199 2020-10-01 01:31:59,368 - mmaction - INFO - Epoch [7][1660/2825] lr: 7.500e-03, eta: 3 days, 4:27:24, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.4362, top5_acc: 0.6773, loss_cls: 2.6065, loss: 2.6065, grad_norm: 5.2027 2020-10-01 01:32:20,375 - mmaction - INFO - Epoch [7][1680/2825] lr: 7.500e-03, eta: 3 days, 4:27:06, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.4440, top5_acc: 0.6930, loss_cls: 2.5294, loss: 2.5294, grad_norm: 5.0780 2020-10-01 01:32:40,361 - mmaction - INFO - Epoch [7][1700/2825] lr: 7.500e-03, eta: 3 days, 4:26:32, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4154, top5_acc: 0.6703, loss_cls: 2.6281, loss: 2.6281, grad_norm: 5.1969 2020-10-01 01:33:01,949 - mmaction - INFO - Epoch [7][1720/2825] lr: 7.500e-03, eta: 3 days, 4:26:22, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.4393, top5_acc: 0.6953, loss_cls: 2.5514, loss: 2.5514, grad_norm: 5.1663 2020-10-01 01:33:22,654 - mmaction - INFO - Epoch [7][1740/2825] lr: 7.500e-03, eta: 3 days, 4:25:59, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6818, loss_cls: 2.5731, loss: 2.5731, grad_norm: 5.1861 2020-10-01 01:33:43,519 - mmaction - INFO - Epoch [7][1760/2825] lr: 7.500e-03, eta: 3 days, 4:25:38, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4326, top5_acc: 0.6789, loss_cls: 2.6192, loss: 2.6192, grad_norm: 5.2047 2020-10-01 01:34:05,290 - mmaction - INFO - Epoch [7][1780/2825] lr: 7.500e-03, eta: 3 days, 4:25:30, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.4378, top5_acc: 0.6823, loss_cls: 2.5561, loss: 2.5561, grad_norm: 5.1478 2020-10-01 01:34:24,438 - mmaction - INFO - Epoch [7][1800/2825] lr: 7.500e-03, eta: 3 days, 4:24:45, time: 0.957, data_time: 0.002, memory: 8353, top1_acc: 0.4422, top5_acc: 0.6807, loss_cls: 2.5751, loss: 2.5751, grad_norm: 5.2637 2020-10-01 01:34:46,470 - mmaction - INFO - Epoch [7][1820/2825] lr: 7.500e-03, eta: 3 days, 4:24:40, time: 1.102, data_time: 0.006, memory: 8353, top1_acc: 0.4359, top5_acc: 0.6747, loss_cls: 2.6160, loss: 2.6160, grad_norm: 5.3302 2020-10-01 01:35:06,765 - mmaction - INFO - Epoch [7][1840/2825] lr: 7.500e-03, eta: 3 days, 4:24:12, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6760, loss_cls: 2.6015, loss: 2.6015, grad_norm: 5.2735 2020-10-01 01:35:27,159 - mmaction - INFO - Epoch [7][1860/2825] lr: 7.500e-03, eta: 3 days, 4:23:44, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4286, top5_acc: 0.6734, loss_cls: 2.6317, loss: 2.6317, grad_norm: 5.2694 2020-10-01 01:35:48,093 - mmaction - INFO - Epoch [7][1880/2825] lr: 7.500e-03, eta: 3 days, 4:23:25, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6799, loss_cls: 2.6002, loss: 2.6002, grad_norm: 5.2998 2020-10-01 01:36:08,140 - mmaction - INFO - Epoch [7][1900/2825] lr: 7.500e-03, eta: 3 days, 4:22:52, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.4255, top5_acc: 0.6779, loss_cls: 2.6165, loss: 2.6165, grad_norm: 5.2322 2020-10-01 01:36:29,870 - mmaction - INFO - Epoch [7][1920/2825] lr: 7.500e-03, eta: 3 days, 4:22:43, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.4437, top5_acc: 0.6888, loss_cls: 2.5368, loss: 2.5368, grad_norm: 5.1750 2020-10-01 01:36:50,713 - mmaction - INFO - Epoch [7][1940/2825] lr: 7.500e-03, eta: 3 days, 4:22:22, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.4354, top5_acc: 0.6727, loss_cls: 2.5841, loss: 2.5841, grad_norm: 5.1565 2020-10-01 01:37:10,003 - mmaction - INFO - Epoch [7][1960/2825] lr: 7.500e-03, eta: 3 days, 4:21:40, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.4253, top5_acc: 0.6755, loss_cls: 2.6177, loss: 2.6177, grad_norm: 5.3475 2020-10-01 01:37:30,842 - mmaction - INFO - Epoch [7][1980/2825] lr: 7.500e-03, eta: 3 days, 4:21:19, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.4438, top5_acc: 0.6862, loss_cls: 2.5216, loss: 2.5216, grad_norm: 5.1359 2020-10-01 01:37:51,081 - mmaction - INFO - Epoch [7][2000/2825] lr: 7.500e-03, eta: 3 days, 4:20:49, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4109, top5_acc: 0.6677, loss_cls: 2.6751, loss: 2.6751, grad_norm: 5.2667 2020-10-01 01:38:13,366 - mmaction - INFO - Epoch [7][2020/2825] lr: 7.500e-03, eta: 3 days, 4:20:48, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.4214, top5_acc: 0.6711, loss_cls: 2.6216, loss: 2.6216, grad_norm: 5.2099 2020-10-01 01:38:33,469 - mmaction - INFO - Epoch [7][2040/2825] lr: 7.500e-03, eta: 3 days, 4:20:17, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.4375, top5_acc: 0.6818, loss_cls: 2.5908, loss: 2.5908, grad_norm: 5.2060 2020-10-01 01:38:53,198 - mmaction - INFO - Epoch [7][2060/2825] lr: 7.500e-03, eta: 3 days, 4:19:40, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.4393, top5_acc: 0.6836, loss_cls: 2.5768, loss: 2.5768, grad_norm: 5.1470 2020-10-01 01:39:13,946 - mmaction - INFO - Epoch [7][2080/2825] lr: 7.500e-03, eta: 3 days, 4:19:18, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4362, top5_acc: 0.6703, loss_cls: 2.6015, loss: 2.6015, grad_norm: 5.1748 2020-10-01 01:39:34,976 - mmaction - INFO - Epoch [7][2100/2825] lr: 7.500e-03, eta: 3 days, 4:18:59, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.4328, top5_acc: 0.6698, loss_cls: 2.6357, loss: 2.6357, grad_norm: 5.2640 2020-10-01 01:39:55,611 - mmaction - INFO - Epoch [7][2120/2825] lr: 7.500e-03, eta: 3 days, 4:18:35, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.4255, top5_acc: 0.6802, loss_cls: 2.6241, loss: 2.6241, grad_norm: 5.3095 2020-10-01 01:40:17,345 - mmaction - INFO - Epoch [7][2140/2825] lr: 7.500e-03, eta: 3 days, 4:18:27, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.6038, loss: 2.6038, grad_norm: 5.2227 2020-10-01 01:40:36,535 - mmaction - INFO - Epoch [7][2160/2825] lr: 7.500e-03, eta: 3 days, 4:17:43, time: 0.959, data_time: 0.002, memory: 8353, top1_acc: 0.4276, top5_acc: 0.6927, loss_cls: 2.5470, loss: 2.5470, grad_norm: 5.2514 2020-10-01 01:40:57,346 - mmaction - INFO - Epoch [7][2180/2825] lr: 7.500e-03, eta: 3 days, 4:17:22, time: 1.041, data_time: 0.055, memory: 8353, top1_acc: 0.4380, top5_acc: 0.6823, loss_cls: 2.5867, loss: 2.5867, grad_norm: 5.2298 2020-10-01 01:41:17,586 - mmaction - INFO - Epoch [7][2200/2825] lr: 7.500e-03, eta: 3 days, 4:16:52, time: 1.012, data_time: 0.038, memory: 8353, top1_acc: 0.4479, top5_acc: 0.6911, loss_cls: 2.5370, loss: 2.5370, grad_norm: 5.1482 2020-10-01 01:41:38,533 - mmaction - INFO - Epoch [7][2220/2825] lr: 7.500e-03, eta: 3 days, 4:16:32, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4302, top5_acc: 0.6862, loss_cls: 2.5760, loss: 2.5760, grad_norm: 5.1763 2020-10-01 01:41:59,289 - mmaction - INFO - Epoch [7][2240/2825] lr: 7.500e-03, eta: 3 days, 4:16:10, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4385, top5_acc: 0.6836, loss_cls: 2.5644, loss: 2.5644, grad_norm: 5.1543 2020-10-01 01:42:20,467 - mmaction - INFO - Epoch [7][2260/2825] lr: 7.500e-03, eta: 3 days, 4:15:54, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.4411, top5_acc: 0.6862, loss_cls: 2.5790, loss: 2.5790, grad_norm: 5.1230 2020-10-01 01:42:40,123 - mmaction - INFO - Epoch [7][2280/2825] lr: 7.500e-03, eta: 3 days, 4:15:17, time: 0.983, data_time: 0.027, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6654, loss_cls: 2.6397, loss: 2.6397, grad_norm: 5.2644 2020-10-01 01:43:01,159 - mmaction - INFO - Epoch [7][2300/2825] lr: 7.500e-03, eta: 3 days, 4:14:58, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4354, top5_acc: 0.6789, loss_cls: 2.5634, loss: 2.5634, grad_norm: 5.2787 2020-10-01 01:43:22,871 - mmaction - INFO - Epoch [7][2320/2825] lr: 7.500e-03, eta: 3 days, 4:14:49, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6753, loss_cls: 2.5934, loss: 2.5934, grad_norm: 5.2682 2020-10-01 01:43:41,441 - mmaction - INFO - Epoch [7][2340/2825] lr: 7.500e-03, eta: 3 days, 4:13:57, time: 0.929, data_time: 0.002, memory: 8353, top1_acc: 0.4346, top5_acc: 0.6872, loss_cls: 2.5783, loss: 2.5783, grad_norm: 5.2206 2020-10-01 01:44:02,606 - mmaction - INFO - Epoch [7][2360/2825] lr: 7.500e-03, eta: 3 days, 4:13:40, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.4404, top5_acc: 0.6867, loss_cls: 2.5427, loss: 2.5427, grad_norm: 5.2162 2020-10-01 01:44:23,740 - mmaction - INFO - Epoch [7][2380/2825] lr: 7.500e-03, eta: 3 days, 4:13:23, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6799, loss_cls: 2.6119, loss: 2.6119, grad_norm: 5.3163 2020-10-01 01:44:43,573 - mmaction - INFO - Epoch [7][2400/2825] lr: 7.500e-03, eta: 3 days, 4:12:49, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4279, top5_acc: 0.6703, loss_cls: 2.6283, loss: 2.6283, grad_norm: 5.2685 2020-10-01 01:45:06,089 - mmaction - INFO - Epoch [7][2420/2825] lr: 7.500e-03, eta: 3 days, 4:12:50, time: 1.125, data_time: 0.002, memory: 8353, top1_acc: 0.4224, top5_acc: 0.6680, loss_cls: 2.6613, loss: 2.6613, grad_norm: 5.2553 2020-10-01 01:45:26,613 - mmaction - INFO - Epoch [7][2440/2825] lr: 7.500e-03, eta: 3 days, 4:12:25, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4135, top5_acc: 0.6635, loss_cls: 2.6906, loss: 2.6906, grad_norm: 5.2352 2020-10-01 01:45:46,086 - mmaction - INFO - Epoch [7][2460/2825] lr: 7.500e-03, eta: 3 days, 4:11:46, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.4362, top5_acc: 0.6815, loss_cls: 2.5695, loss: 2.5695, grad_norm: 5.1896 2020-10-01 01:46:07,453 - mmaction - INFO - Epoch [7][2480/2825] lr: 7.500e-03, eta: 3 days, 4:11:32, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.4393, top5_acc: 0.6893, loss_cls: 2.5465, loss: 2.5465, grad_norm: 5.2548 2020-10-01 01:46:27,389 - mmaction - INFO - Epoch [7][2500/2825] lr: 7.500e-03, eta: 3 days, 4:10:58, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.4318, top5_acc: 0.6711, loss_cls: 2.6238, loss: 2.6238, grad_norm: 5.2683 2020-10-01 01:46:47,812 - mmaction - INFO - Epoch [7][2520/2825] lr: 7.500e-03, eta: 3 days, 4:10:32, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.4331, top5_acc: 0.6885, loss_cls: 2.5726, loss: 2.5726, grad_norm: 5.2297 2020-10-01 01:47:08,520 - mmaction - INFO - Epoch [7][2540/2825] lr: 7.500e-03, eta: 3 days, 4:10:08, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4523, top5_acc: 0.6974, loss_cls: 2.5097, loss: 2.5097, grad_norm: 5.0884 2020-10-01 01:47:28,642 - mmaction - INFO - Epoch [7][2560/2825] lr: 7.500e-03, eta: 3 days, 4:09:38, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.4385, top5_acc: 0.6734, loss_cls: 2.5521, loss: 2.5521, grad_norm: 5.1985 2020-10-01 01:47:49,590 - mmaction - INFO - Epoch [7][2580/2825] lr: 7.500e-03, eta: 3 days, 4:09:19, time: 1.048, data_time: 0.003, memory: 8353, top1_acc: 0.4349, top5_acc: 0.6932, loss_cls: 2.5470, loss: 2.5470, grad_norm: 5.2099 2020-10-01 01:48:10,043 - mmaction - INFO - Epoch [7][2600/2825] lr: 7.500e-03, eta: 3 days, 4:08:52, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.4427, top5_acc: 0.6852, loss_cls: 2.5517, loss: 2.5517, grad_norm: 5.1871 2020-10-01 01:48:30,858 - mmaction - INFO - Epoch [7][2620/2825] lr: 7.500e-03, eta: 3 days, 4:08:31, time: 1.040, data_time: 0.031, memory: 8353, top1_acc: 0.4310, top5_acc: 0.6865, loss_cls: 2.6016, loss: 2.6016, grad_norm: 5.2752 2020-10-01 01:48:51,356 - mmaction - INFO - Epoch [7][2640/2825] lr: 7.500e-03, eta: 3 days, 4:08:05, time: 1.025, data_time: 0.018, memory: 8353, top1_acc: 0.4534, top5_acc: 0.6909, loss_cls: 2.5260, loss: 2.5260, grad_norm: 5.2249 2020-10-01 01:49:12,146 - mmaction - INFO - Epoch [7][2660/2825] lr: 7.500e-03, eta: 3 days, 4:07:44, time: 1.039, data_time: 0.139, memory: 8353, top1_acc: 0.4172, top5_acc: 0.6667, loss_cls: 2.6690, loss: 2.6690, grad_norm: 5.2711 2020-10-01 01:49:32,381 - mmaction - INFO - Epoch [7][2680/2825] lr: 7.500e-03, eta: 3 days, 4:07:15, time: 1.013, data_time: 0.401, memory: 8353, top1_acc: 0.4323, top5_acc: 0.6831, loss_cls: 2.5754, loss: 2.5754, grad_norm: 5.2675 2020-10-01 01:49:53,349 - mmaction - INFO - Epoch [7][2700/2825] lr: 7.500e-03, eta: 3 days, 4:06:55, time: 1.047, data_time: 0.432, memory: 8353, top1_acc: 0.4354, top5_acc: 0.6813, loss_cls: 2.5754, loss: 2.5754, grad_norm: 5.2479 2020-10-01 01:50:13,920 - mmaction - INFO - Epoch [7][2720/2825] lr: 7.500e-03, eta: 3 days, 4:06:31, time: 1.030, data_time: 0.257, memory: 8353, top1_acc: 0.4346, top5_acc: 0.6857, loss_cls: 2.5557, loss: 2.5557, grad_norm: 5.2778 2020-10-01 01:50:33,854 - mmaction - INFO - Epoch [7][2740/2825] lr: 7.500e-03, eta: 3 days, 4:05:58, time: 0.996, data_time: 0.008, memory: 8353, top1_acc: 0.4339, top5_acc: 0.6719, loss_cls: 2.6165, loss: 2.6165, grad_norm: 5.3205 2020-10-01 01:50:55,582 - mmaction - INFO - Epoch [7][2760/2825] lr: 7.500e-03, eta: 3 days, 4:05:49, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.4471, top5_acc: 0.6896, loss_cls: 2.5692, loss: 2.5692, grad_norm: 5.2129 2020-10-01 01:51:16,159 - mmaction - INFO - Epoch [7][2780/2825] lr: 7.500e-03, eta: 3 days, 4:05:24, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4380, top5_acc: 0.6859, loss_cls: 2.5480, loss: 2.5480, grad_norm: 5.1276 2020-10-01 01:51:36,487 - mmaction - INFO - Epoch [7][2800/2825] lr: 7.500e-03, eta: 3 days, 4:04:56, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4318, top5_acc: 0.6768, loss_cls: 2.5930, loss: 2.5930, grad_norm: 5.2574 2020-10-01 01:51:56,745 - mmaction - INFO - Epoch [7][2820/2825] lr: 7.500e-03, eta: 3 days, 4:04:27, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4440, top5_acc: 0.6927, loss_cls: 2.5474, loss: 2.5474, grad_norm: 5.2671 2020-10-01 01:52:01,858 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-10-01 01:52:47,329 - mmaction - INFO - Epoch [8][20/2825] lr: 7.500e-03, eta: 3 days, 4:08:06, time: 2.223, data_time: 1.139, memory: 8353, top1_acc: 0.4445, top5_acc: 0.6901, loss_cls: 2.5289, loss: 2.5289, grad_norm: 5.1151 2020-10-01 01:53:09,587 - mmaction - INFO - Epoch [8][40/2825] lr: 7.500e-03, eta: 3 days, 4:08:03, time: 1.113, data_time: 0.002, memory: 8353, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.5486, loss: 2.5486, grad_norm: 5.2080 2020-10-01 01:53:29,691 - mmaction - INFO - Epoch [8][60/2825] lr: 7.500e-03, eta: 3 days, 4:07:32, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.4505, top5_acc: 0.6909, loss_cls: 2.5231, loss: 2.5231, grad_norm: 5.0954 2020-10-01 01:53:50,977 - mmaction - INFO - Epoch [8][80/2825] lr: 7.500e-03, eta: 3 days, 4:07:17, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6784, loss_cls: 2.5778, loss: 2.5778, grad_norm: 5.1512 2020-10-01 01:54:12,103 - mmaction - INFO - Epoch [8][100/2825] lr: 7.500e-03, eta: 3 days, 4:06:59, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4401, top5_acc: 0.6823, loss_cls: 2.5664, loss: 2.5664, grad_norm: 5.1649 2020-10-01 01:54:32,582 - mmaction - INFO - Epoch [8][120/2825] lr: 7.500e-03, eta: 3 days, 4:06:33, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4523, top5_acc: 0.6875, loss_cls: 2.5242, loss: 2.5242, grad_norm: 5.1258 2020-10-01 01:54:52,321 - mmaction - INFO - Epoch [8][140/2825] lr: 7.500e-03, eta: 3 days, 4:05:58, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.4531, top5_acc: 0.6880, loss_cls: 2.5006, loss: 2.5006, grad_norm: 5.1923 2020-10-01 01:55:13,223 - mmaction - INFO - Epoch [8][160/2825] lr: 7.500e-03, eta: 3 days, 4:05:37, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4417, top5_acc: 0.6906, loss_cls: 2.5165, loss: 2.5165, grad_norm: 5.1688 2020-10-01 01:55:34,800 - mmaction - INFO - Epoch [8][180/2825] lr: 7.500e-03, eta: 3 days, 4:05:26, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.4484, top5_acc: 0.7036, loss_cls: 2.4856, loss: 2.4856, grad_norm: 5.1689 2020-10-01 01:55:54,419 - mmaction - INFO - Epoch [8][200/2825] lr: 7.500e-03, eta: 3 days, 4:04:49, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.4448, top5_acc: 0.6794, loss_cls: 2.5701, loss: 2.5701, grad_norm: 5.2530 2020-10-01 01:56:15,529 - mmaction - INFO - Epoch [8][220/2825] lr: 7.500e-03, eta: 3 days, 4:04:31, time: 1.055, data_time: 0.008, memory: 8353, top1_acc: 0.4312, top5_acc: 0.6797, loss_cls: 2.5626, loss: 2.5626, grad_norm: 5.1976 2020-10-01 01:56:36,058 - mmaction - INFO - Epoch [8][240/2825] lr: 7.500e-03, eta: 3 days, 4:04:06, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4312, top5_acc: 0.6799, loss_cls: 2.5911, loss: 2.5911, grad_norm: 5.3313 2020-10-01 01:56:56,779 - mmaction - INFO - Epoch [8][260/2825] lr: 7.500e-03, eta: 3 days, 4:03:42, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4380, top5_acc: 0.6917, loss_cls: 2.5521, loss: 2.5521, grad_norm: 5.1657 2020-10-01 01:57:17,378 - mmaction - INFO - Epoch [8][280/2825] lr: 7.500e-03, eta: 3 days, 4:03:18, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.4388, top5_acc: 0.6836, loss_cls: 2.5415, loss: 2.5415, grad_norm: 5.1496 2020-10-01 01:57:38,177 - mmaction - INFO - Epoch [8][300/2825] lr: 7.500e-03, eta: 3 days, 4:02:57, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4440, top5_acc: 0.6854, loss_cls: 2.5336, loss: 2.5336, grad_norm: 5.1672 2020-10-01 01:57:59,217 - mmaction - INFO - Epoch [8][320/2825] lr: 7.500e-03, eta: 3 days, 4:02:38, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4349, top5_acc: 0.6818, loss_cls: 2.5498, loss: 2.5498, grad_norm: 5.1395 2020-10-01 01:58:19,360 - mmaction - INFO - Epoch [8][340/2825] lr: 7.500e-03, eta: 3 days, 4:02:08, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.4263, top5_acc: 0.6935, loss_cls: 2.5550, loss: 2.5550, grad_norm: 5.2374 2020-10-01 01:58:39,588 - mmaction - INFO - Epoch [8][360/2825] lr: 7.500e-03, eta: 3 days, 4:01:38, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.4409, top5_acc: 0.6880, loss_cls: 2.5267, loss: 2.5267, grad_norm: 5.2426 2020-10-01 01:59:01,348 - mmaction - INFO - Epoch [8][380/2825] lr: 7.500e-03, eta: 3 days, 4:01:29, time: 1.089, data_time: 0.003, memory: 8353, top1_acc: 0.4445, top5_acc: 0.6883, loss_cls: 2.5479, loss: 2.5479, grad_norm: 5.2144 2020-10-01 01:59:22,274 - mmaction - INFO - Epoch [8][400/2825] lr: 7.500e-03, eta: 3 days, 4:01:09, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4297, top5_acc: 0.6721, loss_cls: 2.6150, loss: 2.6150, grad_norm: 5.2662 2020-10-01 01:59:42,734 - mmaction - INFO - Epoch [8][420/2825] lr: 7.500e-03, eta: 3 days, 4:00:43, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.4398, top5_acc: 0.6792, loss_cls: 2.5366, loss: 2.5366, grad_norm: 5.2332 2020-10-01 02:00:04,300 - mmaction - INFO - Epoch [8][440/2825] lr: 7.500e-03, eta: 3 days, 4:00:32, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.5855, loss: 2.5855, grad_norm: 5.3059 2020-10-01 02:00:25,197 - mmaction - INFO - Epoch [8][460/2825] lr: 7.500e-03, eta: 3 days, 4:00:11, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4380, top5_acc: 0.6870, loss_cls: 2.5562, loss: 2.5562, grad_norm: 5.2643 2020-10-01 02:00:45,480 - mmaction - INFO - Epoch [8][480/2825] lr: 7.500e-03, eta: 3 days, 3:59:43, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.4310, top5_acc: 0.6849, loss_cls: 2.5479, loss: 2.5479, grad_norm: 5.3768 2020-10-01 02:01:05,942 - mmaction - INFO - Epoch [8][500/2825] lr: 7.500e-03, eta: 3 days, 3:59:17, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.4490, top5_acc: 0.6930, loss_cls: 2.5294, loss: 2.5294, grad_norm: 5.1434 2020-10-01 02:01:26,287 - mmaction - INFO - Epoch [8][520/2825] lr: 7.500e-03, eta: 3 days, 3:58:49, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.4318, top5_acc: 0.6844, loss_cls: 2.5498, loss: 2.5498, grad_norm: 5.2240 2020-10-01 02:01:46,614 - mmaction - INFO - Epoch [8][540/2825] lr: 7.500e-03, eta: 3 days, 3:58:21, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.4427, top5_acc: 0.6969, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.2184 2020-10-01 02:02:07,329 - mmaction - INFO - Epoch [8][560/2825] lr: 7.500e-03, eta: 3 days, 3:57:58, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4456, top5_acc: 0.6880, loss_cls: 2.5146, loss: 2.5146, grad_norm: 5.2257 2020-10-01 02:02:28,001 - mmaction - INFO - Epoch [8][580/2825] lr: 7.500e-03, eta: 3 days, 3:57:35, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4341, top5_acc: 0.6880, loss_cls: 2.5724, loss: 2.5724, grad_norm: 5.1851 2020-10-01 02:02:49,733 - mmaction - INFO - Epoch [8][600/2825] lr: 7.500e-03, eta: 3 days, 3:57:25, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.4404, top5_acc: 0.7021, loss_cls: 2.4943, loss: 2.4943, grad_norm: 5.1011 2020-10-01 02:03:09,422 - mmaction - INFO - Epoch [8][620/2825] lr: 7.500e-03, eta: 3 days, 3:56:50, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.5661, loss: 2.5661, grad_norm: 5.2466 2020-10-01 02:03:31,265 - mmaction - INFO - Epoch [8][640/2825] lr: 7.500e-03, eta: 3 days, 3:56:41, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.4341, top5_acc: 0.6898, loss_cls: 2.5612, loss: 2.5612, grad_norm: 5.2991 2020-10-01 02:03:52,203 - mmaction - INFO - Epoch [8][660/2825] lr: 7.500e-03, eta: 3 days, 3:56:21, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.4344, top5_acc: 0.6867, loss_cls: 2.5642, loss: 2.5642, grad_norm: 5.2138 2020-10-01 02:04:12,227 - mmaction - INFO - Epoch [8][680/2825] lr: 7.500e-03, eta: 3 days, 3:55:50, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4359, top5_acc: 0.6719, loss_cls: 2.5859, loss: 2.5859, grad_norm: 5.2090 2020-10-01 02:04:33,395 - mmaction - INFO - Epoch [8][700/2825] lr: 7.500e-03, eta: 3 days, 3:55:33, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.4505, top5_acc: 0.6979, loss_cls: 2.4773, loss: 2.4773, grad_norm: 5.1776 2020-10-01 02:04:54,670 - mmaction - INFO - Epoch [8][720/2825] lr: 7.500e-03, eta: 3 days, 3:55:17, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.4359, top5_acc: 0.6987, loss_cls: 2.5131, loss: 2.5131, grad_norm: 5.2022 2020-10-01 02:05:15,129 - mmaction - INFO - Epoch [8][740/2825] lr: 7.500e-03, eta: 3 days, 3:54:51, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.4312, top5_acc: 0.6943, loss_cls: 2.4990, loss: 2.4990, grad_norm: 5.1875 2020-10-01 02:05:36,093 - mmaction - INFO - Epoch [8][760/2825] lr: 7.500e-03, eta: 3 days, 3:54:31, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4385, top5_acc: 0.6844, loss_cls: 2.5603, loss: 2.5603, grad_norm: 5.1442 2020-10-01 02:05:57,195 - mmaction - INFO - Epoch [8][780/2825] lr: 7.500e-03, eta: 3 days, 3:54:14, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.5012, loss: 2.5012, grad_norm: 5.2124 2020-10-01 02:06:15,306 - mmaction - INFO - Epoch [8][800/2825] lr: 7.500e-03, eta: 3 days, 3:53:18, time: 0.905, data_time: 0.004, memory: 8353, top1_acc: 0.4383, top5_acc: 0.6888, loss_cls: 2.5175, loss: 2.5175, grad_norm: 5.2525 2020-10-01 02:06:36,353 - mmaction - INFO - Epoch [8][820/2825] lr: 7.500e-03, eta: 3 days, 3:52:59, time: 1.053, data_time: 0.025, memory: 8353, top1_acc: 0.4310, top5_acc: 0.6742, loss_cls: 2.5545, loss: 2.5545, grad_norm: 5.1743 2020-10-01 02:06:57,277 - mmaction - INFO - Epoch [8][840/2825] lr: 7.500e-03, eta: 3 days, 3:52:39, time: 1.046, data_time: 0.035, memory: 8353, top1_acc: 0.4359, top5_acc: 0.6802, loss_cls: 2.5567, loss: 2.5567, grad_norm: 5.2366 2020-10-01 02:07:17,707 - mmaction - INFO - Epoch [8][860/2825] lr: 7.500e-03, eta: 3 days, 3:52:13, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.4529, top5_acc: 0.6958, loss_cls: 2.5034, loss: 2.5034, grad_norm: 5.0904 2020-10-01 02:07:38,832 - mmaction - INFO - Epoch [8][880/2825] lr: 7.500e-03, eta: 3 days, 3:51:55, time: 1.056, data_time: 0.024, memory: 8353, top1_acc: 0.4477, top5_acc: 0.6875, loss_cls: 2.5269, loss: 2.5269, grad_norm: 5.1530 2020-10-01 02:07:59,864 - mmaction - INFO - Epoch [8][900/2825] lr: 7.500e-03, eta: 3 days, 3:51:37, time: 1.052, data_time: 0.057, memory: 8353, top1_acc: 0.4510, top5_acc: 0.7000, loss_cls: 2.5071, loss: 2.5071, grad_norm: 5.2377 2020-10-01 02:08:19,428 - mmaction - INFO - Epoch [8][920/2825] lr: 7.500e-03, eta: 3 days, 3:50:59, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.4451, top5_acc: 0.6951, loss_cls: 2.5069, loss: 2.5069, grad_norm: 5.2568 2020-10-01 02:08:40,318 - mmaction - INFO - Epoch [8][940/2825] lr: 7.500e-03, eta: 3 days, 3:50:39, time: 1.044, data_time: 0.070, memory: 8353, top1_acc: 0.4297, top5_acc: 0.6818, loss_cls: 2.5730, loss: 2.5730, grad_norm: 5.3134 2020-10-01 02:09:00,447 - mmaction - INFO - Epoch [8][960/2825] lr: 7.500e-03, eta: 3 days, 3:50:09, time: 1.007, data_time: 0.054, memory: 8353, top1_acc: 0.4440, top5_acc: 0.6802, loss_cls: 2.5713, loss: 2.5713, grad_norm: 5.1918 2020-10-01 02:09:22,335 - mmaction - INFO - Epoch [8][980/2825] lr: 7.500e-03, eta: 3 days, 3:50:01, time: 1.095, data_time: 0.062, memory: 8353, top1_acc: 0.4529, top5_acc: 0.7003, loss_cls: 2.4701, loss: 2.4701, grad_norm: 5.1321 2020-10-01 02:09:43,240 - mmaction - INFO - Epoch [8][1000/2825] lr: 7.500e-03, eta: 3 days, 3:49:41, time: 1.044, data_time: 0.059, memory: 8353, top1_acc: 0.4253, top5_acc: 0.6828, loss_cls: 2.5974, loss: 2.5974, grad_norm: 5.3306 2020-10-01 02:10:02,714 - mmaction - INFO - Epoch [8][1020/2825] lr: 7.500e-03, eta: 3 days, 3:49:02, time: 0.974, data_time: 0.084, memory: 8353, top1_acc: 0.4503, top5_acc: 0.6865, loss_cls: 2.5169, loss: 2.5169, grad_norm: 5.1756 2020-10-01 02:10:23,659 - mmaction - INFO - Epoch [8][1040/2825] lr: 7.500e-03, eta: 3 days, 3:48:43, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4539, top5_acc: 0.7018, loss_cls: 2.4647, loss: 2.4647, grad_norm: 5.1672 2020-10-01 02:10:44,921 - mmaction - INFO - Epoch [8][1060/2825] lr: 7.500e-03, eta: 3 days, 3:48:27, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6784, loss_cls: 2.6018, loss: 2.6018, grad_norm: 5.2731 2020-10-01 02:11:04,468 - mmaction - INFO - Epoch [8][1080/2825] lr: 7.500e-03, eta: 3 days, 3:47:49, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.4346, top5_acc: 0.6924, loss_cls: 2.5190, loss: 2.5190, grad_norm: 5.2076 2020-10-01 02:11:26,612 - mmaction - INFO - Epoch [8][1100/2825] lr: 7.500e-03, eta: 3 days, 3:47:45, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.4383, top5_acc: 0.6750, loss_cls: 2.5520, loss: 2.5520, grad_norm: 5.2551 2020-10-01 02:11:47,280 - mmaction - INFO - Epoch [8][1120/2825] lr: 7.500e-03, eta: 3 days, 3:47:21, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.4482, top5_acc: 0.6818, loss_cls: 2.5598, loss: 2.5598, grad_norm: 5.2308 2020-10-01 02:12:07,146 - mmaction - INFO - Epoch [8][1140/2825] lr: 7.500e-03, eta: 3 days, 3:46:48, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.4523, top5_acc: 0.7005, loss_cls: 2.5055, loss: 2.5055, grad_norm: 5.1871 2020-10-01 02:12:27,724 - mmaction - INFO - Epoch [8][1160/2825] lr: 7.500e-03, eta: 3 days, 3:46:24, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4414, top5_acc: 0.6885, loss_cls: 2.5330, loss: 2.5330, grad_norm: 5.1972 2020-10-01 02:12:48,917 - mmaction - INFO - Epoch [8][1180/2825] lr: 7.500e-03, eta: 3 days, 3:46:07, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4503, top5_acc: 0.6961, loss_cls: 2.4881, loss: 2.4881, grad_norm: 5.2189 2020-10-01 02:13:09,032 - mmaction - INFO - Epoch [8][1200/2825] lr: 7.500e-03, eta: 3 days, 3:45:36, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.4461, top5_acc: 0.6885, loss_cls: 2.4830, loss: 2.4830, grad_norm: 5.2234 2020-10-01 02:13:30,556 - mmaction - INFO - Epoch [8][1220/2825] lr: 7.500e-03, eta: 3 days, 3:45:24, time: 1.079, data_time: 0.004, memory: 8353, top1_acc: 0.4320, top5_acc: 0.6867, loss_cls: 2.5592, loss: 2.5592, grad_norm: 5.2423 2020-10-01 02:13:52,014 - mmaction - INFO - Epoch [8][1240/2825] lr: 7.500e-03, eta: 3 days, 3:45:11, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.4409, top5_acc: 0.6982, loss_cls: 2.5234, loss: 2.5234, grad_norm: 5.1884 2020-10-01 02:14:12,015 - mmaction - INFO - Epoch [8][1260/2825] lr: 7.500e-03, eta: 3 days, 3:44:39, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4451, top5_acc: 0.6917, loss_cls: 2.5501, loss: 2.5501, grad_norm: 5.1868 2020-10-01 02:14:33,497 - mmaction - INFO - Epoch [8][1280/2825] lr: 7.500e-03, eta: 3 days, 3:44:26, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4437, top5_acc: 0.6927, loss_cls: 2.5301, loss: 2.5301, grad_norm: 5.1930 2020-10-01 02:14:53,712 - mmaction - INFO - Epoch [8][1300/2825] lr: 7.500e-03, eta: 3 days, 3:43:58, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4573, top5_acc: 0.7008, loss_cls: 2.4801, loss: 2.4801, grad_norm: 5.1771 2020-10-01 02:15:13,585 - mmaction - INFO - Epoch [8][1320/2825] lr: 7.500e-03, eta: 3 days, 3:43:25, time: 0.993, data_time: 0.017, memory: 8353, top1_acc: 0.4466, top5_acc: 0.6930, loss_cls: 2.5273, loss: 2.5273, grad_norm: 5.1227 2020-10-01 02:15:35,077 - mmaction - INFO - Epoch [8][1340/2825] lr: 7.500e-03, eta: 3 days, 3:43:11, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.6087, loss: 2.6087, grad_norm: 5.3621 2020-10-01 02:15:54,335 - mmaction - INFO - Epoch [8][1360/2825] lr: 7.500e-03, eta: 3 days, 3:42:31, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.4458, top5_acc: 0.6914, loss_cls: 2.4956, loss: 2.4956, grad_norm: 5.2974 2020-10-01 02:16:15,625 - mmaction - INFO - Epoch [8][1380/2825] lr: 7.500e-03, eta: 3 days, 3:42:15, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.4341, top5_acc: 0.6935, loss_cls: 2.5248, loss: 2.5248, grad_norm: 5.2588 2020-10-01 02:16:36,417 - mmaction - INFO - Epoch [8][1400/2825] lr: 7.500e-03, eta: 3 days, 3:41:54, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.4339, top5_acc: 0.6891, loss_cls: 2.5250, loss: 2.5250, grad_norm: 5.2475 2020-10-01 02:16:56,337 - mmaction - INFO - Epoch [8][1420/2825] lr: 7.500e-03, eta: 3 days, 3:41:21, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.4284, top5_acc: 0.6760, loss_cls: 2.6072, loss: 2.6072, grad_norm: 5.2915 2020-10-01 02:17:16,993 - mmaction - INFO - Epoch [8][1440/2825] lr: 7.500e-03, eta: 3 days, 3:40:58, time: 1.034, data_time: 0.043, memory: 8353, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.5730, loss: 2.5730, grad_norm: 5.2814 2020-10-01 02:17:38,328 - mmaction - INFO - Epoch [8][1460/2825] lr: 7.500e-03, eta: 3 days, 3:40:43, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.4440, top5_acc: 0.6935, loss_cls: 2.5554, loss: 2.5554, grad_norm: 5.2329 2020-10-01 02:17:58,688 - mmaction - INFO - Epoch [8][1480/2825] lr: 7.500e-03, eta: 3 days, 3:40:16, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4495, top5_acc: 0.6995, loss_cls: 2.5184, loss: 2.5184, grad_norm: 5.2265 2020-10-01 02:18:18,670 - mmaction - INFO - Epoch [8][1500/2825] lr: 7.500e-03, eta: 3 days, 3:39:45, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4453, top5_acc: 0.6919, loss_cls: 2.5313, loss: 2.5313, grad_norm: 5.1244 2020-10-01 02:18:40,912 - mmaction - INFO - Epoch [8][1520/2825] lr: 7.500e-03, eta: 3 days, 3:39:40, time: 1.111, data_time: 0.001, memory: 8353, top1_acc: 0.4482, top5_acc: 0.6943, loss_cls: 2.5293, loss: 2.5293, grad_norm: 5.2236 2020-10-01 02:19:00,240 - mmaction - INFO - Epoch [8][1540/2825] lr: 7.500e-03, eta: 3 days, 3:39:01, time: 0.968, data_time: 0.003, memory: 8353, top1_acc: 0.4313, top5_acc: 0.6771, loss_cls: 2.5828, loss: 2.5828, grad_norm: 5.2961 2020-10-01 02:19:21,750 - mmaction - INFO - Epoch [8][1560/2825] lr: 7.500e-03, eta: 3 days, 3:38:48, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.4456, top5_acc: 0.6833, loss_cls: 2.5469, loss: 2.5469, grad_norm: 5.2519 2020-10-01 02:19:40,451 - mmaction - INFO - Epoch [8][1580/2825] lr: 7.500e-03, eta: 3 days, 3:38:01, time: 0.936, data_time: 0.010, memory: 8353, top1_acc: 0.4398, top5_acc: 0.6956, loss_cls: 2.5037, loss: 2.5037, grad_norm: 5.1812 2020-10-01 02:20:02,189 - mmaction - INFO - Epoch [8][1600/2825] lr: 7.500e-03, eta: 3 days, 3:37:51, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.4359, top5_acc: 0.6833, loss_cls: 2.5759, loss: 2.5759, grad_norm: 5.3385 2020-10-01 02:20:22,308 - mmaction - INFO - Epoch [8][1620/2825] lr: 7.500e-03, eta: 3 days, 3:37:21, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.4349, top5_acc: 0.6805, loss_cls: 2.5739, loss: 2.5739, grad_norm: 5.2814 2020-10-01 02:20:43,564 - mmaction - INFO - Epoch [8][1640/2825] lr: 7.500e-03, eta: 3 days, 3:37:05, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.4612, top5_acc: 0.7034, loss_cls: 2.4568, loss: 2.4568, grad_norm: 5.2120 2020-10-01 02:21:04,308 - mmaction - INFO - Epoch [8][1660/2825] lr: 7.500e-03, eta: 3 days, 3:36:43, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.4297, top5_acc: 0.6766, loss_cls: 2.5629, loss: 2.5629, grad_norm: 5.2973 2020-10-01 02:21:24,908 - mmaction - INFO - Epoch [8][1680/2825] lr: 7.500e-03, eta: 3 days, 3:36:19, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4453, top5_acc: 0.7034, loss_cls: 2.4944, loss: 2.4944, grad_norm: 5.2107 2020-10-01 02:21:46,226 - mmaction - INFO - Epoch [8][1700/2825] lr: 7.500e-03, eta: 3 days, 3:36:04, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4388, top5_acc: 0.6930, loss_cls: 2.5076, loss: 2.5076, grad_norm: 5.2868 2020-10-01 02:22:06,612 - mmaction - INFO - Epoch [8][1720/2825] lr: 7.500e-03, eta: 3 days, 3:35:37, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4354, top5_acc: 0.6904, loss_cls: 2.5729, loss: 2.5729, grad_norm: 5.3076 2020-10-01 02:22:26,529 - mmaction - INFO - Epoch [8][1740/2825] lr: 7.500e-03, eta: 3 days, 3:35:05, time: 0.996, data_time: 0.010, memory: 8353, top1_acc: 0.4490, top5_acc: 0.6901, loss_cls: 2.5137, loss: 2.5137, grad_norm: 5.2987 2020-10-01 02:22:47,585 - mmaction - INFO - Epoch [8][1760/2825] lr: 7.500e-03, eta: 3 days, 3:34:47, time: 1.052, data_time: 0.135, memory: 8353, top1_acc: 0.4370, top5_acc: 0.6875, loss_cls: 2.5653, loss: 2.5653, grad_norm: 5.1578 2020-10-01 02:23:08,582 - mmaction - INFO - Epoch [8][1780/2825] lr: 7.500e-03, eta: 3 days, 3:34:27, time: 1.049, data_time: 0.070, memory: 8353, top1_acc: 0.4339, top5_acc: 0.6823, loss_cls: 2.5810, loss: 2.5810, grad_norm: 5.2836 2020-10-01 02:23:29,081 - mmaction - INFO - Epoch [8][1800/2825] lr: 7.500e-03, eta: 3 days, 3:34:03, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4198, top5_acc: 0.6740, loss_cls: 2.6386, loss: 2.6386, grad_norm: 5.3112 2020-10-01 02:23:50,237 - mmaction - INFO - Epoch [8][1820/2825] lr: 7.500e-03, eta: 3 days, 3:33:45, time: 1.058, data_time: 0.049, memory: 8353, top1_acc: 0.4391, top5_acc: 0.6938, loss_cls: 2.5134, loss: 2.5134, grad_norm: 5.2121 2020-10-01 02:24:10,528 - mmaction - INFO - Epoch [8][1840/2825] lr: 7.500e-03, eta: 3 days, 3:33:18, time: 1.014, data_time: 0.020, memory: 8353, top1_acc: 0.4427, top5_acc: 0.6839, loss_cls: 2.5425, loss: 2.5425, grad_norm: 5.2297 2020-10-01 02:24:30,847 - mmaction - INFO - Epoch [8][1860/2825] lr: 7.500e-03, eta: 3 days, 3:32:50, time: 1.016, data_time: 0.101, memory: 8353, top1_acc: 0.4484, top5_acc: 0.6927, loss_cls: 2.5222, loss: 2.5222, grad_norm: 5.2329 2020-10-01 02:24:51,478 - mmaction - INFO - Epoch [8][1880/2825] lr: 7.500e-03, eta: 3 days, 3:32:27, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.4404, top5_acc: 0.6898, loss_cls: 2.5309, loss: 2.5309, grad_norm: 5.2330 2020-10-01 02:25:11,923 - mmaction - INFO - Epoch [8][1900/2825] lr: 7.500e-03, eta: 3 days, 3:32:01, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.4339, top5_acc: 0.6815, loss_cls: 2.5913, loss: 2.5913, grad_norm: 5.2983 2020-10-01 02:25:32,742 - mmaction - INFO - Epoch [8][1920/2825] lr: 7.500e-03, eta: 3 days, 3:31:40, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4359, top5_acc: 0.6893, loss_cls: 2.5376, loss: 2.5376, grad_norm: 5.1663 2020-10-01 02:25:53,228 - mmaction - INFO - Epoch [8][1940/2825] lr: 7.500e-03, eta: 3 days, 3:31:15, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4370, top5_acc: 0.6745, loss_cls: 2.6163, loss: 2.6163, grad_norm: 5.2974 2020-10-01 02:26:14,818 - mmaction - INFO - Epoch [8][1960/2825] lr: 7.500e-03, eta: 3 days, 3:31:03, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.4518, top5_acc: 0.6932, loss_cls: 2.4957, loss: 2.4957, grad_norm: 5.2277 2020-10-01 02:26:36,773 - mmaction - INFO - Epoch [8][1980/2825] lr: 7.500e-03, eta: 3 days, 3:30:55, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.4466, top5_acc: 0.6891, loss_cls: 2.5522, loss: 2.5522, grad_norm: 5.3082 2020-10-01 02:26:56,173 - mmaction - INFO - Epoch [8][2000/2825] lr: 7.500e-03, eta: 3 days, 3:30:17, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6820, loss_cls: 2.5695, loss: 2.5695, grad_norm: 5.2815 2020-10-01 02:27:16,457 - mmaction - INFO - Epoch [8][2020/2825] lr: 7.500e-03, eta: 3 days, 3:29:49, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.4471, top5_acc: 0.6906, loss_cls: 2.5204, loss: 2.5204, grad_norm: 5.1661 2020-10-01 02:27:37,385 - mmaction - INFO - Epoch [8][2040/2825] lr: 7.500e-03, eta: 3 days, 3:29:29, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4378, top5_acc: 0.6854, loss_cls: 2.5553, loss: 2.5553, grad_norm: 5.3154 2020-10-01 02:27:59,534 - mmaction - INFO - Epoch [8][2060/2825] lr: 7.500e-03, eta: 3 days, 3:29:24, time: 1.107, data_time: 0.001, memory: 8353, top1_acc: 0.4521, top5_acc: 0.6943, loss_cls: 2.5053, loss: 2.5053, grad_norm: 5.1180 2020-10-01 02:28:18,857 - mmaction - INFO - Epoch [8][2080/2825] lr: 7.500e-03, eta: 3 days, 3:28:45, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.4594, top5_acc: 0.7018, loss_cls: 2.4822, loss: 2.4822, grad_norm: 5.2182 2020-10-01 02:28:40,071 - mmaction - INFO - Epoch [8][2100/2825] lr: 7.500e-03, eta: 3 days, 3:28:28, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4372, top5_acc: 0.6818, loss_cls: 2.5498, loss: 2.5498, grad_norm: 5.1885 2020-10-01 02:29:01,983 - mmaction - INFO - Epoch [8][2120/2825] lr: 7.500e-03, eta: 3 days, 3:28:20, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.4448, top5_acc: 0.7070, loss_cls: 2.4871, loss: 2.4871, grad_norm: 5.1994 2020-10-01 02:29:22,917 - mmaction - INFO - Epoch [8][2140/2825] lr: 7.500e-03, eta: 3 days, 3:28:00, time: 1.048, data_time: 0.003, memory: 8353, top1_acc: 0.4479, top5_acc: 0.6844, loss_cls: 2.5801, loss: 2.5801, grad_norm: 5.2734 2020-10-01 02:29:42,254 - mmaction - INFO - Epoch [8][2160/2825] lr: 7.500e-03, eta: 3 days, 3:27:21, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.4589, top5_acc: 0.7039, loss_cls: 2.4625, loss: 2.4625, grad_norm: 5.1626 2020-10-01 02:30:03,566 - mmaction - INFO - Epoch [8][2180/2825] lr: 7.500e-03, eta: 3 days, 3:27:06, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4333, top5_acc: 0.6906, loss_cls: 2.5635, loss: 2.5635, grad_norm: 5.3848 2020-10-01 02:30:25,156 - mmaction - INFO - Epoch [8][2200/2825] lr: 7.500e-03, eta: 3 days, 3:26:54, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.4419, top5_acc: 0.6841, loss_cls: 2.5664, loss: 2.5664, grad_norm: 5.2291 2020-10-01 02:30:45,771 - mmaction - INFO - Epoch [8][2220/2825] lr: 7.500e-03, eta: 3 days, 3:26:30, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.4344, top5_acc: 0.6828, loss_cls: 2.6070, loss: 2.6070, grad_norm: 5.2424 2020-10-01 02:31:06,256 - mmaction - INFO - Epoch [8][2240/2825] lr: 7.500e-03, eta: 3 days, 3:26:05, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4336, top5_acc: 0.6833, loss_cls: 2.5806, loss: 2.5806, grad_norm: 5.3054 2020-10-01 02:31:27,193 - mmaction - INFO - Epoch [8][2260/2825] lr: 7.500e-03, eta: 3 days, 3:25:45, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4536, top5_acc: 0.6992, loss_cls: 2.5106, loss: 2.5106, grad_norm: 5.1898 2020-10-01 02:31:47,418 - mmaction - INFO - Epoch [8][2280/2825] lr: 7.500e-03, eta: 3 days, 3:25:17, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.4352, top5_acc: 0.6878, loss_cls: 2.5583, loss: 2.5583, grad_norm: 5.2360 2020-10-01 02:32:09,402 - mmaction - INFO - Epoch [8][2300/2825] lr: 7.500e-03, eta: 3 days, 3:25:10, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.4469, top5_acc: 0.7018, loss_cls: 2.4594, loss: 2.4594, grad_norm: 5.2031 2020-10-01 02:32:29,882 - mmaction - INFO - Epoch [8][2320/2825] lr: 7.500e-03, eta: 3 days, 3:24:44, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.4464, top5_acc: 0.6846, loss_cls: 2.5432, loss: 2.5432, grad_norm: 5.2519 2020-10-01 02:32:51,033 - mmaction - INFO - Epoch [8][2340/2825] lr: 7.500e-03, eta: 3 days, 3:24:27, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.4419, top5_acc: 0.6812, loss_cls: 2.5807, loss: 2.5807, grad_norm: 5.2025 2020-10-01 02:33:11,352 - mmaction - INFO - Epoch [8][2360/2825] lr: 7.500e-03, eta: 3 days, 3:24:00, time: 1.017, data_time: 0.018, memory: 8353, top1_acc: 0.4391, top5_acc: 0.7018, loss_cls: 2.4925, loss: 2.4925, grad_norm: 5.1131 2020-10-01 02:33:31,651 - mmaction - INFO - Epoch [8][2380/2825] lr: 7.500e-03, eta: 3 days, 3:23:33, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.4594, top5_acc: 0.7013, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.0855 2020-10-01 02:33:52,613 - mmaction - INFO - Epoch [8][2400/2825] lr: 7.500e-03, eta: 3 days, 3:23:13, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.4409, top5_acc: 0.6760, loss_cls: 2.5612, loss: 2.5612, grad_norm: 5.2136 2020-10-01 02:34:12,950 - mmaction - INFO - Epoch [8][2420/2825] lr: 7.500e-03, eta: 3 days, 3:22:46, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4419, top5_acc: 0.6922, loss_cls: 2.5282, loss: 2.5282, grad_norm: 5.2157 2020-10-01 02:34:34,337 - mmaction - INFO - Epoch [8][2440/2825] lr: 7.500e-03, eta: 3 days, 3:22:31, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.4422, top5_acc: 0.6917, loss_cls: 2.5008, loss: 2.5008, grad_norm: 5.1311 2020-10-01 02:34:54,570 - mmaction - INFO - Epoch [8][2460/2825] lr: 7.500e-03, eta: 3 days, 3:22:03, time: 1.012, data_time: 0.003, memory: 8353, top1_acc: 0.4456, top5_acc: 0.6818, loss_cls: 2.5440, loss: 2.5440, grad_norm: 5.1722 2020-10-01 02:35:15,256 - mmaction - INFO - Epoch [8][2480/2825] lr: 7.500e-03, eta: 3 days, 3:21:40, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4490, top5_acc: 0.6930, loss_cls: 2.5284, loss: 2.5284, grad_norm: 5.2952 2020-10-01 02:35:35,505 - mmaction - INFO - Epoch [8][2500/2825] lr: 7.500e-03, eta: 3 days, 3:21:13, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.4380, top5_acc: 0.6896, loss_cls: 2.5612, loss: 2.5612, grad_norm: 5.2824 2020-10-01 02:35:56,123 - mmaction - INFO - Epoch [8][2520/2825] lr: 7.500e-03, eta: 3 days, 3:20:49, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4448, top5_acc: 0.6924, loss_cls: 2.5486, loss: 2.5486, grad_norm: 5.2485 2020-10-01 02:36:17,056 - mmaction - INFO - Epoch [8][2540/2825] lr: 7.500e-03, eta: 3 days, 3:20:29, time: 1.046, data_time: 0.074, memory: 8353, top1_acc: 0.4432, top5_acc: 0.6896, loss_cls: 2.5414, loss: 2.5414, grad_norm: 5.2264 2020-10-01 02:36:38,116 - mmaction - INFO - Epoch [8][2560/2825] lr: 7.500e-03, eta: 3 days, 3:20:11, time: 1.054, data_time: 0.057, memory: 8353, top1_acc: 0.4372, top5_acc: 0.6768, loss_cls: 2.5473, loss: 2.5473, grad_norm: 5.1992 2020-10-01 02:36:58,431 - mmaction - INFO - Epoch [8][2580/2825] lr: 7.500e-03, eta: 3 days, 3:19:44, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6810, loss_cls: 2.6019, loss: 2.6019, grad_norm: 5.3522 2020-10-01 02:37:18,725 - mmaction - INFO - Epoch [8][2600/2825] lr: 7.500e-03, eta: 3 days, 3:19:17, time: 1.014, data_time: 0.004, memory: 8353, top1_acc: 0.4284, top5_acc: 0.6862, loss_cls: 2.5848, loss: 2.5848, grad_norm: 5.2451 2020-10-01 02:37:40,231 - mmaction - INFO - Epoch [8][2620/2825] lr: 7.500e-03, eta: 3 days, 3:19:04, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.4406, top5_acc: 0.6911, loss_cls: 2.5314, loss: 2.5314, grad_norm: 5.1973 2020-10-01 02:38:02,297 - mmaction - INFO - Epoch [8][2640/2825] lr: 7.500e-03, eta: 3 days, 3:18:57, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.4383, top5_acc: 0.6927, loss_cls: 2.5600, loss: 2.5600, grad_norm: 5.2529 2020-10-01 02:38:21,226 - mmaction - INFO - Epoch [8][2660/2825] lr: 7.500e-03, eta: 3 days, 3:18:13, time: 0.946, data_time: 0.002, memory: 8353, top1_acc: 0.4596, top5_acc: 0.7109, loss_cls: 2.4597, loss: 2.4597, grad_norm: 5.1044 2020-10-01 02:38:43,421 - mmaction - INFO - Epoch [8][2680/2825] lr: 7.500e-03, eta: 3 days, 3:18:08, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.4464, top5_acc: 0.6930, loss_cls: 2.5314, loss: 2.5314, grad_norm: 5.2166 2020-10-01 02:39:03,210 - mmaction - INFO - Epoch [8][2700/2825] lr: 7.500e-03, eta: 3 days, 3:17:35, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4406, top5_acc: 0.7034, loss_cls: 2.5175, loss: 2.5175, grad_norm: 5.2970 2020-10-01 02:39:23,357 - mmaction - INFO - Epoch [8][2720/2825] lr: 7.500e-03, eta: 3 days, 3:17:06, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4471, top5_acc: 0.6979, loss_cls: 2.5015, loss: 2.5015, grad_norm: 5.1061 2020-10-01 02:39:45,424 - mmaction - INFO - Epoch [8][2740/2825] lr: 7.500e-03, eta: 3 days, 3:16:59, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.4505, top5_acc: 0.6904, loss_cls: 2.5476, loss: 2.5476, grad_norm: 5.3108 2020-10-01 02:40:06,902 - mmaction - INFO - Epoch [8][2760/2825] lr: 7.500e-03, eta: 3 days, 3:16:46, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.4271, top5_acc: 0.6740, loss_cls: 2.6048, loss: 2.6048, grad_norm: 5.3566 2020-10-01 02:40:25,652 - mmaction - INFO - Epoch [8][2780/2825] lr: 7.500e-03, eta: 3 days, 3:16:01, time: 0.938, data_time: 0.002, memory: 8353, top1_acc: 0.4349, top5_acc: 0.6844, loss_cls: 2.5670, loss: 2.5670, grad_norm: 5.3226 2020-10-01 02:40:46,074 - mmaction - INFO - Epoch [8][2800/2825] lr: 7.500e-03, eta: 3 days, 3:15:35, time: 1.020, data_time: 0.093, memory: 8353, top1_acc: 0.4380, top5_acc: 0.6854, loss_cls: 2.5672, loss: 2.5672, grad_norm: 5.2638 2020-10-01 02:41:07,833 - mmaction - INFO - Epoch [8][2820/2825] lr: 7.500e-03, eta: 3 days, 3:15:25, time: 1.088, data_time: 0.125, memory: 8353, top1_acc: 0.4391, top5_acc: 0.6906, loss_cls: 2.5131, loss: 2.5131, grad_norm: 5.1725 2020-10-01 02:41:13,965 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-10-01 02:42:02,477 - mmaction - INFO - Epoch [9][20/2825] lr: 7.500e-03, eta: 3 days, 3:19:06, time: 2.381, data_time: 1.515, memory: 8353, top1_acc: 0.4406, top5_acc: 0.6938, loss_cls: 2.5033, loss: 2.5033, grad_norm: 5.1947 2020-10-01 02:42:23,003 - mmaction - INFO - Epoch [9][40/2825] lr: 7.500e-03, eta: 3 days, 3:18:42, time: 1.027, data_time: 0.008, memory: 8353, top1_acc: 0.4539, top5_acc: 0.6982, loss_cls: 2.4756, loss: 2.4756, grad_norm: 5.1003 2020-10-01 02:42:43,359 - mmaction - INFO - Epoch [9][60/2825] lr: 7.500e-03, eta: 3 days, 3:18:15, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.4505, top5_acc: 0.6948, loss_cls: 2.4946, loss: 2.4946, grad_norm: 5.1702 2020-10-01 02:43:05,173 - mmaction - INFO - Epoch [9][80/2825] lr: 7.500e-03, eta: 3 days, 3:18:05, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.4578, top5_acc: 0.7026, loss_cls: 2.4865, loss: 2.4865, grad_norm: 5.1438 2020-10-01 02:43:25,201 - mmaction - INFO - Epoch [9][100/2825] lr: 7.500e-03, eta: 3 days, 3:17:34, time: 1.001, data_time: 0.003, memory: 8353, top1_acc: 0.4576, top5_acc: 0.6964, loss_cls: 2.4816, loss: 2.4816, grad_norm: 5.2241 2020-10-01 02:43:45,857 - mmaction - INFO - Epoch [9][120/2825] lr: 7.500e-03, eta: 3 days, 3:17:11, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4560, top5_acc: 0.6945, loss_cls: 2.4878, loss: 2.4878, grad_norm: 5.1052 2020-10-01 02:44:05,913 - mmaction - INFO - Epoch [9][140/2825] lr: 7.500e-03, eta: 3 days, 3:16:41, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.4393, top5_acc: 0.6750, loss_cls: 2.5935, loss: 2.5935, grad_norm: 5.2047 2020-10-01 02:44:27,149 - mmaction - INFO - Epoch [9][160/2825] lr: 7.500e-03, eta: 3 days, 3:16:24, time: 1.061, data_time: 0.040, memory: 8353, top1_acc: 0.4464, top5_acc: 0.6922, loss_cls: 2.5297, loss: 2.5297, grad_norm: 5.2299 2020-10-01 02:44:47,212 - mmaction - INFO - Epoch [9][180/2825] lr: 7.500e-03, eta: 3 days, 3:15:55, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.5175, loss: 2.5175, grad_norm: 5.2299 2020-10-01 02:45:07,828 - mmaction - INFO - Epoch [9][200/2825] lr: 7.500e-03, eta: 3 days, 3:15:30, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.4430, top5_acc: 0.6833, loss_cls: 2.5431, loss: 2.5431, grad_norm: 5.2046 2020-10-01 02:45:28,867 - mmaction - INFO - Epoch [9][220/2825] lr: 7.500e-03, eta: 3 days, 3:15:12, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.4417, top5_acc: 0.7044, loss_cls: 2.4649, loss: 2.4649, grad_norm: 5.3156 2020-10-01 02:45:49,988 - mmaction - INFO - Epoch [9][240/2825] lr: 7.500e-03, eta: 3 days, 3:14:54, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4526, top5_acc: 0.6990, loss_cls: 2.4887, loss: 2.4887, grad_norm: 5.2942 2020-10-01 02:46:10,772 - mmaction - INFO - Epoch [9][260/2825] lr: 7.500e-03, eta: 3 days, 3:14:32, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4563, top5_acc: 0.6943, loss_cls: 2.4888, loss: 2.4888, grad_norm: 5.2283 2020-10-01 02:46:31,468 - mmaction - INFO - Epoch [9][280/2825] lr: 7.500e-03, eta: 3 days, 3:14:09, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4630, top5_acc: 0.6995, loss_cls: 2.4463, loss: 2.4463, grad_norm: 5.1928 2020-10-01 02:46:52,363 - mmaction - INFO - Epoch [9][300/2825] lr: 7.500e-03, eta: 3 days, 3:13:49, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4659, top5_acc: 0.7026, loss_cls: 2.4474, loss: 2.4474, grad_norm: 5.1912 2020-10-01 02:47:14,480 - mmaction - INFO - Epoch [9][320/2825] lr: 7.500e-03, eta: 3 days, 3:13:42, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.4436, loss: 2.4436, grad_norm: 5.1224 2020-10-01 02:47:34,409 - mmaction - INFO - Epoch [9][340/2825] lr: 7.500e-03, eta: 3 days, 3:13:11, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.4544, top5_acc: 0.7003, loss_cls: 2.4512, loss: 2.4512, grad_norm: 5.1165 2020-10-01 02:47:54,275 - mmaction - INFO - Epoch [9][360/2825] lr: 7.500e-03, eta: 3 days, 3:12:38, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4557, top5_acc: 0.6945, loss_cls: 2.4717, loss: 2.4717, grad_norm: 5.1896 2020-10-01 02:48:15,080 - mmaction - INFO - Epoch [9][380/2825] lr: 7.500e-03, eta: 3 days, 3:12:17, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.4461, top5_acc: 0.6938, loss_cls: 2.4942, loss: 2.4942, grad_norm: 5.2363 2020-10-01 02:48:37,000 - mmaction - INFO - Epoch [9][400/2825] lr: 7.500e-03, eta: 3 days, 3:12:08, time: 1.097, data_time: 0.003, memory: 8353, top1_acc: 0.4513, top5_acc: 0.7109, loss_cls: 2.4576, loss: 2.4576, grad_norm: 5.2236 2020-10-01 02:48:56,722 - mmaction - INFO - Epoch [9][420/2825] lr: 7.500e-03, eta: 3 days, 3:11:34, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.4659, top5_acc: 0.6995, loss_cls: 2.4744, loss: 2.4744, grad_norm: 5.2336 2020-10-01 02:49:17,319 - mmaction - INFO - Epoch [9][440/2825] lr: 7.500e-03, eta: 3 days, 3:11:10, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4427, top5_acc: 0.6867, loss_cls: 2.5443, loss: 2.5443, grad_norm: 5.3104 2020-10-01 02:49:38,711 - mmaction - INFO - Epoch [9][460/2825] lr: 7.500e-03, eta: 3 days, 3:10:55, time: 1.069, data_time: 0.009, memory: 8353, top1_acc: 0.4448, top5_acc: 0.7005, loss_cls: 2.5049, loss: 2.5049, grad_norm: 5.2542 2020-10-01 02:49:58,831 - mmaction - INFO - Epoch [9][480/2825] lr: 7.500e-03, eta: 3 days, 3:10:26, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.4513, top5_acc: 0.6833, loss_cls: 2.5317, loss: 2.5317, grad_norm: 5.2148 2020-10-01 02:50:19,135 - mmaction - INFO - Epoch [9][500/2825] lr: 7.500e-03, eta: 3 days, 3:09:59, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4453, top5_acc: 0.6951, loss_cls: 2.4930, loss: 2.4930, grad_norm: 5.1708 2020-10-01 02:50:39,984 - mmaction - INFO - Epoch [9][520/2825] lr: 7.500e-03, eta: 3 days, 3:09:38, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4448, top5_acc: 0.6857, loss_cls: 2.5103, loss: 2.5103, grad_norm: 5.2652 2020-10-01 02:51:01,236 - mmaction - INFO - Epoch [9][540/2825] lr: 7.500e-03, eta: 3 days, 3:09:21, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.4424, top5_acc: 0.6971, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.2708 2020-10-01 02:51:22,376 - mmaction - INFO - Epoch [9][560/2825] lr: 7.500e-03, eta: 3 days, 3:09:04, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4534, top5_acc: 0.6922, loss_cls: 2.5177, loss: 2.5177, grad_norm: 5.1826 2020-10-01 02:51:44,058 - mmaction - INFO - Epoch [9][580/2825] lr: 7.500e-03, eta: 3 days, 3:08:52, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.4523, top5_acc: 0.6951, loss_cls: 2.4761, loss: 2.4761, grad_norm: 5.1447 2020-10-01 02:52:04,006 - mmaction - INFO - Epoch [9][600/2825] lr: 7.500e-03, eta: 3 days, 3:08:21, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7083, loss_cls: 2.3938, loss: 2.3938, grad_norm: 5.0558 2020-10-01 02:52:25,989 - mmaction - INFO - Epoch [9][620/2825] lr: 7.500e-03, eta: 3 days, 3:08:12, time: 1.098, data_time: 0.001, memory: 8353, top1_acc: 0.4495, top5_acc: 0.6820, loss_cls: 2.5377, loss: 2.5377, grad_norm: 5.3030 2020-10-01 02:52:46,610 - mmaction - INFO - Epoch [9][640/2825] lr: 7.500e-03, eta: 3 days, 3:07:49, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4411, top5_acc: 0.6982, loss_cls: 2.4715, loss: 2.4715, grad_norm: 5.2470 2020-10-01 02:53:06,787 - mmaction - INFO - Epoch [9][660/2825] lr: 7.500e-03, eta: 3 days, 3:07:20, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.4860, loss: 2.4860, grad_norm: 5.1252 2020-10-01 02:53:27,362 - mmaction - INFO - Epoch [9][680/2825] lr: 7.500e-03, eta: 3 days, 3:06:56, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4391, top5_acc: 0.6987, loss_cls: 2.5244, loss: 2.5244, grad_norm: 5.2993 2020-10-01 02:53:47,935 - mmaction - INFO - Epoch [9][700/2825] lr: 7.500e-03, eta: 3 days, 3:06:32, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4617, top5_acc: 0.7021, loss_cls: 2.4317, loss: 2.4317, grad_norm: 5.2943 2020-10-01 02:54:08,761 - mmaction - INFO - Epoch [9][720/2825] lr: 7.500e-03, eta: 3 days, 3:06:11, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4516, top5_acc: 0.6924, loss_cls: 2.4696, loss: 2.4696, grad_norm: 5.2225 2020-10-01 02:54:29,781 - mmaction - INFO - Epoch [9][740/2825] lr: 7.500e-03, eta: 3 days, 3:05:52, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4484, top5_acc: 0.6982, loss_cls: 2.4732, loss: 2.4732, grad_norm: 5.2374 2020-10-01 02:54:49,724 - mmaction - INFO - Epoch [9][760/2825] lr: 7.500e-03, eta: 3 days, 3:05:21, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.4430, top5_acc: 0.6818, loss_cls: 2.5479, loss: 2.5479, grad_norm: 5.2038 2020-10-01 02:55:10,750 - mmaction - INFO - Epoch [9][780/2825] lr: 7.500e-03, eta: 3 days, 3:05:01, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.4599, top5_acc: 0.6995, loss_cls: 2.5036, loss: 2.5036, grad_norm: 5.2598 2020-10-01 02:55:31,738 - mmaction - INFO - Epoch [9][800/2825] lr: 7.500e-03, eta: 3 days, 3:04:42, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.4461, top5_acc: 0.7034, loss_cls: 2.4855, loss: 2.4855, grad_norm: 5.2056 2020-10-01 02:55:53,248 - mmaction - INFO - Epoch [9][820/2825] lr: 7.500e-03, eta: 3 days, 3:04:28, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.4435, top5_acc: 0.6927, loss_cls: 2.4824, loss: 2.4824, grad_norm: 5.1798 2020-10-01 02:56:13,571 - mmaction - INFO - Epoch [9][840/2825] lr: 7.500e-03, eta: 3 days, 3:04:02, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4549, top5_acc: 0.6953, loss_cls: 2.4832, loss: 2.4832, grad_norm: 5.2387 2020-10-01 02:56:34,035 - mmaction - INFO - Epoch [9][860/2825] lr: 7.500e-03, eta: 3 days, 3:03:36, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.4247, top5_acc: 0.6768, loss_cls: 2.5799, loss: 2.5799, grad_norm: 5.3415 2020-10-01 02:56:53,663 - mmaction - INFO - Epoch [9][880/2825] lr: 7.500e-03, eta: 3 days, 3:03:02, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.4536, top5_acc: 0.7042, loss_cls: 2.4831, loss: 2.4831, grad_norm: 5.2961 2020-10-01 02:57:15,239 - mmaction - INFO - Epoch [9][900/2825] lr: 7.500e-03, eta: 3 days, 3:02:49, time: 1.079, data_time: 0.003, memory: 8353, top1_acc: 0.4362, top5_acc: 0.6865, loss_cls: 2.5268, loss: 2.5268, grad_norm: 5.2747 2020-10-01 02:57:36,364 - mmaction - INFO - Epoch [9][920/2825] lr: 7.500e-03, eta: 3 days, 3:02:31, time: 1.056, data_time: 0.082, memory: 8353, top1_acc: 0.4482, top5_acc: 0.6997, loss_cls: 2.4964, loss: 2.4964, grad_norm: 5.2631 2020-10-01 02:57:56,883 - mmaction - INFO - Epoch [9][940/2825] lr: 7.500e-03, eta: 3 days, 3:02:06, time: 1.026, data_time: 0.229, memory: 8353, top1_acc: 0.4521, top5_acc: 0.6865, loss_cls: 2.5222, loss: 2.5222, grad_norm: 5.2051 2020-10-01 02:58:16,013 - mmaction - INFO - Epoch [9][960/2825] lr: 7.500e-03, eta: 3 days, 3:01:26, time: 0.956, data_time: 0.219, memory: 8353, top1_acc: 0.4354, top5_acc: 0.6820, loss_cls: 2.5992, loss: 2.5992, grad_norm: 5.3014 2020-10-01 02:58:37,282 - mmaction - INFO - Epoch [9][980/2825] lr: 7.500e-03, eta: 3 days, 3:01:10, time: 1.063, data_time: 0.165, memory: 8353, top1_acc: 0.4523, top5_acc: 0.6956, loss_cls: 2.5284, loss: 2.5284, grad_norm: 5.3277 2020-10-01 02:58:58,554 - mmaction - INFO - Epoch [9][1000/2825] lr: 7.500e-03, eta: 3 days, 3:00:54, time: 1.064, data_time: 0.190, memory: 8353, top1_acc: 0.4643, top5_acc: 0.7052, loss_cls: 2.4487, loss: 2.4487, grad_norm: 5.2332 2020-10-01 02:59:19,285 - mmaction - INFO - Epoch [9][1020/2825] lr: 7.500e-03, eta: 3 days, 3:00:31, time: 1.036, data_time: 0.226, memory: 8353, top1_acc: 0.4620, top5_acc: 0.7044, loss_cls: 2.4726, loss: 2.4726, grad_norm: 5.2888 2020-10-01 02:59:40,572 - mmaction - INFO - Epoch [9][1040/2825] lr: 7.500e-03, eta: 3 days, 3:00:15, time: 1.064, data_time: 0.070, memory: 8353, top1_acc: 0.4365, top5_acc: 0.6831, loss_cls: 2.5864, loss: 2.5864, grad_norm: 5.3201 2020-10-01 03:00:03,060 - mmaction - INFO - Epoch [9][1060/2825] lr: 7.500e-03, eta: 3 days, 3:00:12, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.4691, loss: 2.4691, grad_norm: 5.2893 2020-10-01 03:00:23,551 - mmaction - INFO - Epoch [9][1080/2825] lr: 7.500e-03, eta: 3 days, 2:59:47, time: 1.026, data_time: 0.004, memory: 8353, top1_acc: 0.4513, top5_acc: 0.7070, loss_cls: 2.4616, loss: 2.4616, grad_norm: 5.2132 2020-10-01 03:00:44,276 - mmaction - INFO - Epoch [9][1100/2825] lr: 7.500e-03, eta: 3 days, 2:59:25, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.4440, top5_acc: 0.6932, loss_cls: 2.4631, loss: 2.4631, grad_norm: 5.2382 2020-10-01 03:01:04,320 - mmaction - INFO - Epoch [9][1120/2825] lr: 7.500e-03, eta: 3 days, 2:58:55, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.4305, top5_acc: 0.6940, loss_cls: 2.5282, loss: 2.5282, grad_norm: 5.2569 2020-10-01 03:01:25,627 - mmaction - INFO - Epoch [9][1140/2825] lr: 7.500e-03, eta: 3 days, 2:58:39, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.4411, top5_acc: 0.6935, loss_cls: 2.4899, loss: 2.4899, grad_norm: 5.2594 2020-10-01 03:01:46,833 - mmaction - INFO - Epoch [9][1160/2825] lr: 7.500e-03, eta: 3 days, 2:58:22, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4435, top5_acc: 0.6904, loss_cls: 2.5151, loss: 2.5151, grad_norm: 5.2255 2020-10-01 03:02:07,025 - mmaction - INFO - Epoch [9][1180/2825] lr: 7.500e-03, eta: 3 days, 2:57:54, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4615, top5_acc: 0.7034, loss_cls: 2.4577, loss: 2.4577, grad_norm: 5.2431 2020-10-01 03:02:26,822 - mmaction - INFO - Epoch [9][1200/2825] lr: 7.500e-03, eta: 3 days, 2:57:21, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4479, top5_acc: 0.7029, loss_cls: 2.4766, loss: 2.4766, grad_norm: 5.2160 2020-10-01 03:02:48,230 - mmaction - INFO - Epoch [9][1220/2825] lr: 7.500e-03, eta: 3 days, 2:57:06, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4440, top5_acc: 0.6969, loss_cls: 2.4941, loss: 2.4941, grad_norm: 5.3229 2020-10-01 03:03:07,902 - mmaction - INFO - Epoch [9][1240/2825] lr: 7.500e-03, eta: 3 days, 2:56:32, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.4503, top5_acc: 0.6940, loss_cls: 2.4968, loss: 2.4968, grad_norm: 5.2245 2020-10-01 03:03:29,082 - mmaction - INFO - Epoch [9][1260/2825] lr: 7.500e-03, eta: 3 days, 2:56:15, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.4505, top5_acc: 0.6904, loss_cls: 2.5154, loss: 2.5154, grad_norm: 5.1800 2020-10-01 03:03:49,784 - mmaction - INFO - Epoch [9][1280/2825] lr: 7.500e-03, eta: 3 days, 2:55:52, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4482, top5_acc: 0.6937, loss_cls: 2.4881, loss: 2.4881, grad_norm: 5.2010 2020-10-01 03:04:10,327 - mmaction - INFO - Epoch [9][1300/2825] lr: 7.500e-03, eta: 3 days, 2:55:28, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4378, top5_acc: 0.6852, loss_cls: 2.4984, loss: 2.4984, grad_norm: 5.2612 2020-10-01 03:04:31,731 - mmaction - INFO - Epoch [9][1320/2825] lr: 7.500e-03, eta: 3 days, 2:55:13, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4427, top5_acc: 0.6943, loss_cls: 2.5612, loss: 2.5612, grad_norm: 5.2811 2020-10-01 03:04:52,404 - mmaction - INFO - Epoch [9][1340/2825] lr: 7.500e-03, eta: 3 days, 2:54:50, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4375, top5_acc: 0.6857, loss_cls: 2.5710, loss: 2.5710, grad_norm: 5.3041 2020-10-01 03:05:12,472 - mmaction - INFO - Epoch [9][1360/2825] lr: 7.500e-03, eta: 3 days, 2:54:21, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.4453, top5_acc: 0.6932, loss_cls: 2.5227, loss: 2.5227, grad_norm: 5.2267 2020-10-01 03:05:32,323 - mmaction - INFO - Epoch [9][1380/2825] lr: 7.500e-03, eta: 3 days, 2:53:49, time: 0.993, data_time: 0.003, memory: 8353, top1_acc: 0.4513, top5_acc: 0.6956, loss_cls: 2.4472, loss: 2.4472, grad_norm: 5.1973 2020-10-01 03:05:53,910 - mmaction - INFO - Epoch [9][1400/2825] lr: 7.500e-03, eta: 3 days, 2:53:36, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.4422, top5_acc: 0.6865, loss_cls: 2.5240, loss: 2.5240, grad_norm: 5.2669 2020-10-01 03:06:14,625 - mmaction - INFO - Epoch [9][1420/2825] lr: 7.500e-03, eta: 3 days, 2:53:14, time: 1.037, data_time: 0.003, memory: 8353, top1_acc: 0.4714, top5_acc: 0.7047, loss_cls: 2.3939, loss: 2.3939, grad_norm: 5.1034 2020-10-01 03:06:34,981 - mmaction - INFO - Epoch [9][1440/2825] lr: 7.500e-03, eta: 3 days, 2:52:47, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4417, top5_acc: 0.7005, loss_cls: 2.5045, loss: 2.5045, grad_norm: 5.2790 2020-10-01 03:06:55,627 - mmaction - INFO - Epoch [9][1460/2825] lr: 7.500e-03, eta: 3 days, 2:52:24, time: 1.033, data_time: 0.025, memory: 8353, top1_acc: 0.4542, top5_acc: 0.7018, loss_cls: 2.4625, loss: 2.4625, grad_norm: 5.2965 2020-10-01 03:07:16,660 - mmaction - INFO - Epoch [9][1480/2825] lr: 7.500e-03, eta: 3 days, 2:52:05, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4404, top5_acc: 0.6914, loss_cls: 2.5567, loss: 2.5567, grad_norm: 5.3745 2020-10-01 03:07:38,357 - mmaction - INFO - Epoch [9][1500/2825] lr: 7.500e-03, eta: 3 days, 2:51:53, time: 1.086, data_time: 0.003, memory: 8353, top1_acc: 0.4544, top5_acc: 0.6919, loss_cls: 2.5047, loss: 2.5047, grad_norm: 5.2989 2020-10-01 03:07:59,603 - mmaction - INFO - Epoch [9][1520/2825] lr: 7.500e-03, eta: 3 days, 2:51:37, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.4341, top5_acc: 0.6891, loss_cls: 2.5332, loss: 2.5332, grad_norm: 5.3163 2020-10-01 03:08:18,566 - mmaction - INFO - Epoch [9][1540/2825] lr: 7.500e-03, eta: 3 days, 2:50:56, time: 0.949, data_time: 0.002, memory: 8353, top1_acc: 0.4237, top5_acc: 0.6771, loss_cls: 2.5932, loss: 2.5932, grad_norm: 5.3029 2020-10-01 03:08:39,696 - mmaction - INFO - Epoch [9][1560/2825] lr: 7.500e-03, eta: 3 days, 2:50:37, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.4547, top5_acc: 0.6966, loss_cls: 2.5102, loss: 2.5102, grad_norm: 5.2219 2020-10-01 03:09:01,137 - mmaction - INFO - Epoch [9][1580/2825] lr: 7.500e-03, eta: 3 days, 2:50:23, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.4383, top5_acc: 0.6914, loss_cls: 2.5395, loss: 2.5395, grad_norm: 5.2877 2020-10-01 03:09:21,675 - mmaction - INFO - Epoch [9][1600/2825] lr: 7.500e-03, eta: 3 days, 2:49:59, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.5424, loss: 2.5424, grad_norm: 5.3006 2020-10-01 03:09:42,414 - mmaction - INFO - Epoch [9][1620/2825] lr: 7.500e-03, eta: 3 days, 2:49:36, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.4430, top5_acc: 0.6846, loss_cls: 2.5401, loss: 2.5401, grad_norm: 5.2009 2020-10-01 03:10:02,956 - mmaction - INFO - Epoch [9][1640/2825] lr: 7.500e-03, eta: 3 days, 2:49:12, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.4424, top5_acc: 0.6943, loss_cls: 2.5035, loss: 2.5035, grad_norm: 5.2227 2020-10-01 03:10:23,739 - mmaction - INFO - Epoch [9][1660/2825] lr: 7.500e-03, eta: 3 days, 2:48:50, time: 1.039, data_time: 0.119, memory: 8353, top1_acc: 0.4339, top5_acc: 0.6964, loss_cls: 2.5320, loss: 2.5320, grad_norm: 5.2367 2020-10-01 03:10:43,919 - mmaction - INFO - Epoch [9][1680/2825] lr: 7.500e-03, eta: 3 days, 2:48:22, time: 1.009, data_time: 0.302, memory: 8353, top1_acc: 0.4687, top5_acc: 0.7117, loss_cls: 2.4093, loss: 2.4093, grad_norm: 5.0782 2020-10-01 03:11:03,940 - mmaction - INFO - Epoch [9][1700/2825] lr: 7.500e-03, eta: 3 days, 2:47:53, time: 1.002, data_time: 0.133, memory: 8353, top1_acc: 0.4461, top5_acc: 0.7005, loss_cls: 2.4826, loss: 2.4826, grad_norm: 5.2694 2020-10-01 03:11:23,854 - mmaction - INFO - Epoch [9][1720/2825] lr: 7.500e-03, eta: 3 days, 2:47:22, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.4385, top5_acc: 0.6865, loss_cls: 2.5290, loss: 2.5290, grad_norm: 5.1956 2020-10-01 03:11:45,581 - mmaction - INFO - Epoch [9][1740/2825] lr: 7.500e-03, eta: 3 days, 2:47:10, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.4435, top5_acc: 0.6904, loss_cls: 2.5276, loss: 2.5276, grad_norm: 5.2216 2020-10-01 03:12:06,109 - mmaction - INFO - Epoch [9][1760/2825] lr: 7.500e-03, eta: 3 days, 2:46:46, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.4541, loss: 2.4541, grad_norm: 5.1932 2020-10-01 03:12:27,026 - mmaction - INFO - Epoch [9][1780/2825] lr: 7.500e-03, eta: 3 days, 2:46:25, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4495, top5_acc: 0.6823, loss_cls: 2.5241, loss: 2.5241, grad_norm: 5.2152 2020-10-01 03:12:46,593 - mmaction - INFO - Epoch [9][1800/2825] lr: 7.500e-03, eta: 3 days, 2:45:51, time: 0.980, data_time: 0.003, memory: 8353, top1_acc: 0.4641, top5_acc: 0.7018, loss_cls: 2.4297, loss: 2.4297, grad_norm: 5.1390 2020-10-01 03:13:07,924 - mmaction - INFO - Epoch [9][1820/2825] lr: 7.500e-03, eta: 3 days, 2:45:35, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4497, top5_acc: 0.6870, loss_cls: 2.5109, loss: 2.5109, grad_norm: 5.2241 2020-10-01 03:13:28,969 - mmaction - INFO - Epoch [9][1840/2825] lr: 7.500e-03, eta: 3 days, 2:45:16, time: 1.052, data_time: 0.022, memory: 8353, top1_acc: 0.4432, top5_acc: 0.6831, loss_cls: 2.5287, loss: 2.5287, grad_norm: 5.2995 2020-10-01 03:13:49,481 - mmaction - INFO - Epoch [9][1860/2825] lr: 7.500e-03, eta: 3 days, 2:44:52, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4341, top5_acc: 0.6750, loss_cls: 2.5723, loss: 2.5723, grad_norm: 5.2305 2020-10-01 03:14:10,645 - mmaction - INFO - Epoch [9][1880/2825] lr: 7.500e-03, eta: 3 days, 2:44:34, time: 1.058, data_time: 0.033, memory: 8353, top1_acc: 0.4526, top5_acc: 0.6997, loss_cls: 2.4860, loss: 2.4860, grad_norm: 5.3085 2020-10-01 03:14:31,350 - mmaction - INFO - Epoch [9][1900/2825] lr: 7.500e-03, eta: 3 days, 2:44:12, time: 1.036, data_time: 0.076, memory: 8353, top1_acc: 0.4544, top5_acc: 0.6857, loss_cls: 2.5117, loss: 2.5117, grad_norm: 5.2928 2020-10-01 03:14:52,407 - mmaction - INFO - Epoch [9][1920/2825] lr: 7.500e-03, eta: 3 days, 2:43:53, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4492, top5_acc: 0.6893, loss_cls: 2.5170, loss: 2.5170, grad_norm: 5.1956 2020-10-01 03:15:13,152 - mmaction - INFO - Epoch [9][1940/2825] lr: 7.500e-03, eta: 3 days, 2:43:31, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.4549, top5_acc: 0.7099, loss_cls: 2.4631, loss: 2.4631, grad_norm: 5.2012 2020-10-01 03:15:32,407 - mmaction - INFO - Epoch [9][1960/2825] lr: 7.500e-03, eta: 3 days, 2:42:53, time: 0.963, data_time: 0.009, memory: 8353, top1_acc: 0.4352, top5_acc: 0.6870, loss_cls: 2.5475, loss: 2.5475, grad_norm: 5.2525 2020-10-01 03:15:53,966 - mmaction - INFO - Epoch [9][1980/2825] lr: 7.500e-03, eta: 3 days, 2:42:40, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.4695, top5_acc: 0.7042, loss_cls: 2.4618, loss: 2.4618, grad_norm: 5.1710 2020-10-01 03:16:14,569 - mmaction - INFO - Epoch [9][2000/2825] lr: 7.500e-03, eta: 3 days, 2:42:16, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.4445, top5_acc: 0.6984, loss_cls: 2.4909, loss: 2.4909, grad_norm: 5.2269 2020-10-01 03:16:35,337 - mmaction - INFO - Epoch [9][2020/2825] lr: 7.500e-03, eta: 3 days, 2:41:54, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4437, top5_acc: 0.6857, loss_cls: 2.5292, loss: 2.5292, grad_norm: 5.2315 2020-10-01 03:16:55,015 - mmaction - INFO - Epoch [9][2040/2825] lr: 7.500e-03, eta: 3 days, 2:41:21, time: 0.984, data_time: 0.034, memory: 8353, top1_acc: 0.4539, top5_acc: 0.6971, loss_cls: 2.4911, loss: 2.4911, grad_norm: 5.1699 2020-10-01 03:17:15,697 - mmaction - INFO - Epoch [9][2060/2825] lr: 7.500e-03, eta: 3 days, 2:40:58, time: 1.033, data_time: 0.241, memory: 8353, top1_acc: 0.4583, top5_acc: 0.7047, loss_cls: 2.4631, loss: 2.4631, grad_norm: 5.1995 2020-10-01 03:17:36,139 - mmaction - INFO - Epoch [9][2080/2825] lr: 7.500e-03, eta: 3 days, 2:40:33, time: 1.023, data_time: 0.329, memory: 8353, top1_acc: 0.4523, top5_acc: 0.6943, loss_cls: 2.4834, loss: 2.4834, grad_norm: 5.3006 2020-10-01 03:17:56,935 - mmaction - INFO - Epoch [9][2100/2825] lr: 7.500e-03, eta: 3 days, 2:40:12, time: 1.040, data_time: 0.130, memory: 8353, top1_acc: 0.4557, top5_acc: 0.6961, loss_cls: 2.5062, loss: 2.5062, grad_norm: 5.3095 2020-10-01 03:18:18,687 - mmaction - INFO - Epoch [9][2120/2825] lr: 7.500e-03, eta: 3 days, 2:40:00, time: 1.088, data_time: 0.004, memory: 8353, top1_acc: 0.4411, top5_acc: 0.6883, loss_cls: 2.5216, loss: 2.5216, grad_norm: 5.2639 2020-10-01 03:18:38,909 - mmaction - INFO - Epoch [9][2140/2825] lr: 7.500e-03, eta: 3 days, 2:39:33, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.4552, top5_acc: 0.6969, loss_cls: 2.5085, loss: 2.5085, grad_norm: 5.3049 2020-10-01 03:18:58,273 - mmaction - INFO - Epoch [9][2160/2825] lr: 7.500e-03, eta: 3 days, 2:38:57, time: 0.968, data_time: 0.031, memory: 8353, top1_acc: 0.4549, top5_acc: 0.6896, loss_cls: 2.5075, loss: 2.5075, grad_norm: 5.2635 2020-10-01 03:19:19,308 - mmaction - INFO - Epoch [9][2180/2825] lr: 7.500e-03, eta: 3 days, 2:38:38, time: 1.052, data_time: 0.184, memory: 8353, top1_acc: 0.4549, top5_acc: 0.6909, loss_cls: 2.4982, loss: 2.4982, grad_norm: 5.2494 2020-10-01 03:19:40,398 - mmaction - INFO - Epoch [9][2200/2825] lr: 7.500e-03, eta: 3 days, 2:38:19, time: 1.055, data_time: 0.034, memory: 8353, top1_acc: 0.4526, top5_acc: 0.7010, loss_cls: 2.4754, loss: 2.4754, grad_norm: 5.2829 2020-10-01 03:20:01,201 - mmaction - INFO - Epoch [9][2220/2825] lr: 7.500e-03, eta: 3 days, 2:37:58, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4508, top5_acc: 0.7044, loss_cls: 2.4766, loss: 2.4766, grad_norm: 5.1728 2020-10-01 03:20:22,142 - mmaction - INFO - Epoch [9][2240/2825] lr: 7.500e-03, eta: 3 days, 2:37:38, time: 1.047, data_time: 0.012, memory: 8353, top1_acc: 0.4583, top5_acc: 0.6966, loss_cls: 2.4588, loss: 2.4588, grad_norm: 5.2606 2020-10-01 03:20:43,063 - mmaction - INFO - Epoch [9][2260/2825] lr: 7.500e-03, eta: 3 days, 2:37:18, time: 1.045, data_time: 0.066, memory: 8353, top1_acc: 0.4508, top5_acc: 0.6919, loss_cls: 2.5354, loss: 2.5354, grad_norm: 5.4048 2020-10-01 03:21:03,096 - mmaction - INFO - Epoch [9][2280/2825] lr: 7.500e-03, eta: 3 days, 2:36:48, time: 1.002, data_time: 0.059, memory: 8353, top1_acc: 0.4453, top5_acc: 0.6917, loss_cls: 2.5414, loss: 2.5414, grad_norm: 5.2929 2020-10-01 03:21:23,467 - mmaction - INFO - Epoch [9][2300/2825] lr: 7.500e-03, eta: 3 days, 2:36:23, time: 1.019, data_time: 0.065, memory: 8353, top1_acc: 0.4464, top5_acc: 0.6924, loss_cls: 2.4972, loss: 2.4972, grad_norm: 5.2822 2020-10-01 03:21:44,435 - mmaction - INFO - Epoch [9][2320/2825] lr: 7.500e-03, eta: 3 days, 2:36:03, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4281, top5_acc: 0.6823, loss_cls: 2.5683, loss: 2.5683, grad_norm: 5.2705 2020-10-01 03:22:04,507 - mmaction - INFO - Epoch [9][2340/2825] lr: 7.500e-03, eta: 3 days, 2:35:34, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.4331, top5_acc: 0.6909, loss_cls: 2.5132, loss: 2.5132, grad_norm: 5.3152 2020-10-01 03:22:25,357 - mmaction - INFO - Epoch [9][2360/2825] lr: 7.500e-03, eta: 3 days, 2:35:13, time: 1.044, data_time: 0.010, memory: 8353, top1_acc: 0.4479, top5_acc: 0.6833, loss_cls: 2.4924, loss: 2.4924, grad_norm: 5.2215 2020-10-01 03:22:46,537 - mmaction - INFO - Epoch [9][2380/2825] lr: 7.500e-03, eta: 3 days, 2:34:56, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.4437, top5_acc: 0.6919, loss_cls: 2.5458, loss: 2.5458, grad_norm: 5.3416 2020-10-01 03:23:06,077 - mmaction - INFO - Epoch [9][2400/2825] lr: 7.500e-03, eta: 3 days, 2:34:21, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.5119, loss: 2.5119, grad_norm: 5.2370 2020-10-01 03:23:27,106 - mmaction - INFO - Epoch [9][2420/2825] lr: 7.500e-03, eta: 3 days, 2:34:02, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4487, top5_acc: 0.6995, loss_cls: 2.4799, loss: 2.4799, grad_norm: 5.2747 2020-10-01 03:23:47,551 - mmaction - INFO - Epoch [9][2440/2825] lr: 7.500e-03, eta: 3 days, 2:33:37, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.4456, top5_acc: 0.6797, loss_cls: 2.5367, loss: 2.5367, grad_norm: 5.3073 2020-10-01 03:24:08,039 - mmaction - INFO - Epoch [9][2460/2825] lr: 7.500e-03, eta: 3 days, 2:33:13, time: 1.024, data_time: 0.219, memory: 8353, top1_acc: 0.4495, top5_acc: 0.6906, loss_cls: 2.5056, loss: 2.5056, grad_norm: 5.1664 2020-10-01 03:24:28,890 - mmaction - INFO - Epoch [9][2480/2825] lr: 7.500e-03, eta: 3 days, 2:32:52, time: 1.043, data_time: 0.236, memory: 8353, top1_acc: 0.4589, top5_acc: 0.6938, loss_cls: 2.5237, loss: 2.5237, grad_norm: 5.2376 2020-10-01 03:24:49,213 - mmaction - INFO - Epoch [9][2500/2825] lr: 7.500e-03, eta: 3 days, 2:32:25, time: 1.015, data_time: 0.226, memory: 8353, top1_acc: 0.4487, top5_acc: 0.7008, loss_cls: 2.5071, loss: 2.5071, grad_norm: 5.4055 2020-10-01 03:25:09,813 - mmaction - INFO - Epoch [9][2520/2825] lr: 7.500e-03, eta: 3 days, 2:32:02, time: 1.030, data_time: 0.349, memory: 8353, top1_acc: 0.4437, top5_acc: 0.6917, loss_cls: 2.5230, loss: 2.5230, grad_norm: 5.1788 2020-10-01 03:25:30,466 - mmaction - INFO - Epoch [9][2540/2825] lr: 7.500e-03, eta: 3 days, 2:31:39, time: 1.033, data_time: 0.182, memory: 8353, top1_acc: 0.4440, top5_acc: 0.6940, loss_cls: 2.5433, loss: 2.5433, grad_norm: 5.2678 2020-10-01 03:25:51,295 - mmaction - INFO - Epoch [9][2560/2825] lr: 7.500e-03, eta: 3 days, 2:31:18, time: 1.042, data_time: 0.072, memory: 8353, top1_acc: 0.4529, top5_acc: 0.6992, loss_cls: 2.4929, loss: 2.4929, grad_norm: 5.2412 2020-10-01 03:26:12,144 - mmaction - INFO - Epoch [9][2580/2825] lr: 7.500e-03, eta: 3 days, 2:30:57, time: 1.042, data_time: 0.120, memory: 8353, top1_acc: 0.4565, top5_acc: 0.6984, loss_cls: 2.4707, loss: 2.4707, grad_norm: 5.1777 2020-10-01 03:26:32,780 - mmaction - INFO - Epoch [9][2600/2825] lr: 7.500e-03, eta: 3 days, 2:30:34, time: 1.032, data_time: 0.395, memory: 8353, top1_acc: 0.4510, top5_acc: 0.6945, loss_cls: 2.5010, loss: 2.5010, grad_norm: 5.2239 2020-10-01 03:26:52,938 - mmaction - INFO - Epoch [9][2620/2825] lr: 7.500e-03, eta: 3 days, 2:30:06, time: 1.008, data_time: 0.366, memory: 8353, top1_acc: 0.4560, top5_acc: 0.6964, loss_cls: 2.4460, loss: 2.4460, grad_norm: 5.1765 2020-10-01 03:27:14,030 - mmaction - INFO - Epoch [9][2640/2825] lr: 7.500e-03, eta: 3 days, 2:29:48, time: 1.054, data_time: 0.350, memory: 8353, top1_acc: 0.4484, top5_acc: 0.6904, loss_cls: 2.4976, loss: 2.4976, grad_norm: 5.2128 2020-10-01 03:27:33,842 - mmaction - INFO - Epoch [9][2660/2825] lr: 7.500e-03, eta: 3 days, 2:29:17, time: 0.991, data_time: 0.291, memory: 8353, top1_acc: 0.4492, top5_acc: 0.6940, loss_cls: 2.4993, loss: 2.4993, grad_norm: 5.2595 2020-10-01 03:27:54,142 - mmaction - INFO - Epoch [9][2680/2825] lr: 7.500e-03, eta: 3 days, 2:28:50, time: 1.013, data_time: 0.214, memory: 8353, top1_acc: 0.4497, top5_acc: 0.6865, loss_cls: 2.5301, loss: 2.5301, grad_norm: 5.2670 2020-10-01 03:28:15,123 - mmaction - INFO - Epoch [9][2700/2825] lr: 7.500e-03, eta: 3 days, 2:28:31, time: 1.050, data_time: 0.202, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7112, loss_cls: 2.4291, loss: 2.4291, grad_norm: 5.1715 2020-10-01 03:28:34,967 - mmaction - INFO - Epoch [9][2720/2825] lr: 7.500e-03, eta: 3 days, 2:27:59, time: 0.992, data_time: 0.265, memory: 8353, top1_acc: 0.4333, top5_acc: 0.6839, loss_cls: 2.5565, loss: 2.5565, grad_norm: 5.2330 2020-10-01 03:28:56,344 - mmaction - INFO - Epoch [9][2740/2825] lr: 7.500e-03, eta: 3 days, 2:27:44, time: 1.069, data_time: 0.378, memory: 8353, top1_acc: 0.4542, top5_acc: 0.7010, loss_cls: 2.4703, loss: 2.4703, grad_norm: 5.1317 2020-10-01 03:29:16,881 - mmaction - INFO - Epoch [9][2760/2825] lr: 7.500e-03, eta: 3 days, 2:27:20, time: 1.027, data_time: 0.400, memory: 8353, top1_acc: 0.4599, top5_acc: 0.6961, loss_cls: 2.4914, loss: 2.4914, grad_norm: 5.2283 2020-10-01 03:29:36,325 - mmaction - INFO - Epoch [9][2780/2825] lr: 7.500e-03, eta: 3 days, 2:26:45, time: 0.972, data_time: 0.355, memory: 8353, top1_acc: 0.4503, top5_acc: 0.7057, loss_cls: 2.4803, loss: 2.4803, grad_norm: 5.3099 2020-10-01 03:29:56,268 - mmaction - INFO - Epoch [9][2800/2825] lr: 7.500e-03, eta: 3 days, 2:26:15, time: 0.997, data_time: 0.265, memory: 8353, top1_acc: 0.4557, top5_acc: 0.6940, loss_cls: 2.5017, loss: 2.5017, grad_norm: 5.1419 2020-10-01 03:30:19,257 - mmaction - INFO - Epoch [9][2820/2825] lr: 7.500e-03, eta: 3 days, 2:26:16, time: 1.150, data_time: 0.176, memory: 8353, top1_acc: 0.4526, top5_acc: 0.6966, loss_cls: 2.4697, loss: 2.4697, grad_norm: 5.2626 2020-10-01 03:30:24,891 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-10-01 03:31:13,038 - mmaction - INFO - Epoch [10][20/2825] lr: 7.500e-03, eta: 3 days, 2:29:22, time: 2.351, data_time: 1.198, memory: 8353, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.4292, loss: 2.4292, grad_norm: 5.3124 2020-10-01 03:31:33,784 - mmaction - INFO - Epoch [10][40/2825] lr: 7.500e-03, eta: 3 days, 2:28:59, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4568, top5_acc: 0.7102, loss_cls: 2.4213, loss: 2.4213, grad_norm: 5.1335 2020-10-01 03:31:53,698 - mmaction - INFO - Epoch [10][60/2825] lr: 7.500e-03, eta: 3 days, 2:28:29, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.4549, top5_acc: 0.7013, loss_cls: 2.4435, loss: 2.4435, grad_norm: 5.1699 2020-10-01 03:32:14,888 - mmaction - INFO - Epoch [10][80/2825] lr: 7.500e-03, eta: 3 days, 2:28:11, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.4596, top5_acc: 0.7057, loss_cls: 2.4482, loss: 2.4482, grad_norm: 5.2430 2020-10-01 03:32:35,640 - mmaction - INFO - Epoch [10][100/2825] lr: 7.500e-03, eta: 3 days, 2:27:49, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.4625, top5_acc: 0.7044, loss_cls: 2.4437, loss: 2.4437, grad_norm: 5.1397 2020-10-01 03:32:57,602 - mmaction - INFO - Epoch [10][120/2825] lr: 7.500e-03, eta: 3 days, 2:27:39, time: 1.098, data_time: 0.003, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7182, loss_cls: 2.3788, loss: 2.3788, grad_norm: 5.2514 2020-10-01 03:33:17,696 - mmaction - INFO - Epoch [10][140/2825] lr: 7.500e-03, eta: 3 days, 2:27:11, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.4651, top5_acc: 0.7107, loss_cls: 2.4338, loss: 2.4338, grad_norm: 5.1525 2020-10-01 03:33:39,001 - mmaction - INFO - Epoch [10][160/2825] lr: 7.500e-03, eta: 3 days, 2:26:54, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.4630, top5_acc: 0.7102, loss_cls: 2.4500, loss: 2.4500, grad_norm: 5.1436 2020-10-01 03:33:58,730 - mmaction - INFO - Epoch [10][180/2825] lr: 7.500e-03, eta: 3 days, 2:26:22, time: 0.987, data_time: 0.003, memory: 8353, top1_acc: 0.4521, top5_acc: 0.7070, loss_cls: 2.4473, loss: 2.4473, grad_norm: 5.2072 2020-10-01 03:34:19,182 - mmaction - INFO - Epoch [10][200/2825] lr: 7.500e-03, eta: 3 days, 2:25:57, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.4581, top5_acc: 0.7005, loss_cls: 2.4751, loss: 2.4751, grad_norm: 5.2630 2020-10-01 03:34:41,669 - mmaction - INFO - Epoch [10][220/2825] lr: 7.500e-03, eta: 3 days, 2:25:53, time: 1.124, data_time: 0.002, memory: 8353, top1_acc: 0.4612, top5_acc: 0.7029, loss_cls: 2.4303, loss: 2.4303, grad_norm: 5.2460 2020-10-01 03:35:02,198 - mmaction - INFO - Epoch [10][240/2825] lr: 7.500e-03, eta: 3 days, 2:25:28, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.4138, loss: 2.4138, grad_norm: 5.2545 2020-10-01 03:35:22,359 - mmaction - INFO - Epoch [10][260/2825] lr: 7.500e-03, eta: 3 days, 2:25:00, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.4562, top5_acc: 0.6990, loss_cls: 2.4766, loss: 2.4766, grad_norm: 5.2442 2020-10-01 03:35:42,487 - mmaction - INFO - Epoch [10][280/2825] lr: 7.500e-03, eta: 3 days, 2:24:32, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.4529, top5_acc: 0.7023, loss_cls: 2.4607, loss: 2.4607, grad_norm: 5.2399 2020-10-01 03:36:02,436 - mmaction - INFO - Epoch [10][300/2825] lr: 7.500e-03, eta: 3 days, 2:24:03, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.4503, top5_acc: 0.6969, loss_cls: 2.4876, loss: 2.4876, grad_norm: 5.2796 2020-10-01 03:36:23,410 - mmaction - INFO - Epoch [10][320/2825] lr: 7.500e-03, eta: 3 days, 2:23:43, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.4620, top5_acc: 0.7167, loss_cls: 2.4235, loss: 2.4235, grad_norm: 5.2987 2020-10-01 03:36:44,689 - mmaction - INFO - Epoch [10][340/2825] lr: 7.500e-03, eta: 3 days, 2:23:26, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.4484, top5_acc: 0.7010, loss_cls: 2.4955, loss: 2.4955, grad_norm: 5.2510 2020-10-01 03:37:04,789 - mmaction - INFO - Epoch [10][360/2825] lr: 7.500e-03, eta: 3 days, 2:22:57, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4398, top5_acc: 0.6930, loss_cls: 2.5075, loss: 2.5075, grad_norm: 5.2843 2020-10-01 03:37:25,460 - mmaction - INFO - Epoch [10][380/2825] lr: 7.500e-03, eta: 3 days, 2:22:35, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4492, top5_acc: 0.6958, loss_cls: 2.4995, loss: 2.4995, grad_norm: 5.1869 2020-10-01 03:37:46,269 - mmaction - INFO - Epoch [10][400/2825] lr: 7.500e-03, eta: 3 days, 2:22:13, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4602, top5_acc: 0.7060, loss_cls: 2.4385, loss: 2.4385, grad_norm: 5.2024 2020-10-01 03:38:06,809 - mmaction - INFO - Epoch [10][420/2825] lr: 7.500e-03, eta: 3 days, 2:21:49, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4607, top5_acc: 0.6932, loss_cls: 2.4903, loss: 2.4903, grad_norm: 5.1977 2020-10-01 03:38:28,024 - mmaction - INFO - Epoch [10][440/2825] lr: 7.500e-03, eta: 3 days, 2:21:32, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4458, top5_acc: 0.6997, loss_cls: 2.5207, loss: 2.5207, grad_norm: 5.2892 2020-10-01 03:38:48,451 - mmaction - INFO - Epoch [10][460/2825] lr: 7.500e-03, eta: 3 days, 2:21:07, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.4534, top5_acc: 0.6932, loss_cls: 2.4934, loss: 2.4934, grad_norm: 5.3166 2020-10-01 03:39:08,444 - mmaction - INFO - Epoch [10][480/2825] lr: 7.500e-03, eta: 3 days, 2:20:37, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.4604, top5_acc: 0.7128, loss_cls: 2.4302, loss: 2.4302, grad_norm: 5.1881 2020-10-01 03:39:30,043 - mmaction - INFO - Epoch [10][500/2825] lr: 7.500e-03, eta: 3 days, 2:20:24, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.4471, top5_acc: 0.6940, loss_cls: 2.4839, loss: 2.4839, grad_norm: 5.2919 2020-10-01 03:39:50,209 - mmaction - INFO - Epoch [10][520/2825] lr: 7.500e-03, eta: 3 days, 2:19:56, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.4612, top5_acc: 0.6992, loss_cls: 2.4294, loss: 2.4294, grad_norm: 5.1996 2020-10-01 03:40:11,827 - mmaction - INFO - Epoch [10][540/2825] lr: 7.500e-03, eta: 3 days, 2:19:43, time: 1.080, data_time: 0.207, memory: 8353, top1_acc: 0.4526, top5_acc: 0.7055, loss_cls: 2.4651, loss: 2.4651, grad_norm: 5.2037 2020-10-01 03:40:31,618 - mmaction - INFO - Epoch [10][560/2825] lr: 7.500e-03, eta: 3 days, 2:19:11, time: 0.989, data_time: 0.343, memory: 8353, top1_acc: 0.4487, top5_acc: 0.6940, loss_cls: 2.5088, loss: 2.5088, grad_norm: 5.2708 2020-10-01 03:40:52,242 - mmaction - INFO - Epoch [10][580/2825] lr: 7.500e-03, eta: 3 days, 2:18:48, time: 1.032, data_time: 0.214, memory: 8353, top1_acc: 0.4604, top5_acc: 0.7055, loss_cls: 2.4581, loss: 2.4581, grad_norm: 5.2436 2020-10-01 03:41:13,194 - mmaction - INFO - Epoch [10][600/2825] lr: 7.500e-03, eta: 3 days, 2:18:28, time: 1.047, data_time: 0.094, memory: 8353, top1_acc: 0.4570, top5_acc: 0.7089, loss_cls: 2.4303, loss: 2.4303, grad_norm: 5.2360 2020-10-01 03:41:33,733 - mmaction - INFO - Epoch [10][620/2825] lr: 7.500e-03, eta: 3 days, 2:18:04, time: 1.027, data_time: 0.012, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7070, loss_cls: 2.4418, loss: 2.4418, grad_norm: 5.1444 2020-10-01 03:41:53,838 - mmaction - INFO - Epoch [10][640/2825] lr: 7.500e-03, eta: 3 days, 2:17:36, time: 1.005, data_time: 0.295, memory: 8353, top1_acc: 0.4583, top5_acc: 0.7060, loss_cls: 2.4311, loss: 2.4311, grad_norm: 5.2186 2020-10-01 03:42:15,121 - mmaction - INFO - Epoch [10][660/2825] lr: 7.500e-03, eta: 3 days, 2:17:19, time: 1.065, data_time: 0.217, memory: 8353, top1_acc: 0.4628, top5_acc: 0.7102, loss_cls: 2.3825, loss: 2.3825, grad_norm: 5.1103 2020-10-01 03:42:36,221 - mmaction - INFO - Epoch [10][680/2825] lr: 7.500e-03, eta: 3 days, 2:17:00, time: 1.055, data_time: 0.297, memory: 8353, top1_acc: 0.4573, top5_acc: 0.6982, loss_cls: 2.4873, loss: 2.4873, grad_norm: 5.2898 2020-10-01 03:42:56,982 - mmaction - INFO - Epoch [10][700/2825] lr: 7.500e-03, eta: 3 days, 2:16:39, time: 1.038, data_time: 0.090, memory: 8353, top1_acc: 0.4477, top5_acc: 0.7060, loss_cls: 2.4725, loss: 2.4725, grad_norm: 5.2262 2020-10-01 03:43:17,930 - mmaction - INFO - Epoch [10][720/2825] lr: 7.500e-03, eta: 3 days, 2:16:19, time: 1.048, data_time: 0.003, memory: 8353, top1_acc: 0.4471, top5_acc: 0.6964, loss_cls: 2.5057, loss: 2.5057, grad_norm: 5.3711 2020-10-01 03:43:36,930 - mmaction - INFO - Epoch [10][740/2825] lr: 7.500e-03, eta: 3 days, 2:15:40, time: 0.950, data_time: 0.001, memory: 8353, top1_acc: 0.4643, top5_acc: 0.7062, loss_cls: 2.4378, loss: 2.4378, grad_norm: 5.2183 2020-10-01 03:43:58,431 - mmaction - INFO - Epoch [10][760/2825] lr: 7.500e-03, eta: 3 days, 2:15:25, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.4578, top5_acc: 0.6982, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.2392 2020-10-01 03:44:19,276 - mmaction - INFO - Epoch [10][780/2825] lr: 7.500e-03, eta: 3 days, 2:15:04, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4505, top5_acc: 0.6992, loss_cls: 2.4703, loss: 2.4703, grad_norm: 5.1882 2020-10-01 03:44:39,721 - mmaction - INFO - Epoch [10][800/2825] lr: 7.500e-03, eta: 3 days, 2:14:39, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.4539, top5_acc: 0.6990, loss_cls: 2.4519, loss: 2.4519, grad_norm: 5.2891 2020-10-01 03:45:01,422 - mmaction - INFO - Epoch [10][820/2825] lr: 7.500e-03, eta: 3 days, 2:14:26, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.4612, top5_acc: 0.6995, loss_cls: 2.4462, loss: 2.4462, grad_norm: 5.1982 2020-10-01 03:45:22,771 - mmaction - INFO - Epoch [10][840/2825] lr: 7.500e-03, eta: 3 days, 2:14:11, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.4391, top5_acc: 0.7026, loss_cls: 2.4941, loss: 2.4941, grad_norm: 5.2755 2020-10-01 03:45:42,843 - mmaction - INFO - Epoch [10][860/2825] lr: 7.500e-03, eta: 3 days, 2:13:42, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4643, loss: 2.4643, grad_norm: 5.2498 2020-10-01 03:46:04,229 - mmaction - INFO - Epoch [10][880/2825] lr: 7.500e-03, eta: 3 days, 2:13:26, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.4565, top5_acc: 0.6969, loss_cls: 2.4446, loss: 2.4446, grad_norm: 5.2399 2020-10-01 03:46:25,104 - mmaction - INFO - Epoch [10][900/2825] lr: 7.500e-03, eta: 3 days, 2:13:05, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.4503, top5_acc: 0.7076, loss_cls: 2.4424, loss: 2.4424, grad_norm: 5.2621 2020-10-01 03:46:44,816 - mmaction - INFO - Epoch [10][920/2825] lr: 7.500e-03, eta: 3 days, 2:12:33, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.4672, loss: 2.4672, grad_norm: 5.3352 2020-10-01 03:47:05,857 - mmaction - INFO - Epoch [10][940/2825] lr: 7.500e-03, eta: 3 days, 2:12:14, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.4643, top5_acc: 0.7010, loss_cls: 2.4536, loss: 2.4536, grad_norm: 5.2325 2020-10-01 03:47:27,023 - mmaction - INFO - Epoch [10][960/2825] lr: 7.500e-03, eta: 3 days, 2:11:56, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4638, top5_acc: 0.7128, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.2767 2020-10-01 03:47:46,942 - mmaction - INFO - Epoch [10][980/2825] lr: 7.500e-03, eta: 3 days, 2:11:26, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.4607, top5_acc: 0.7091, loss_cls: 2.4319, loss: 2.4319, grad_norm: 5.2516 2020-10-01 03:48:07,828 - mmaction - INFO - Epoch [10][1000/2825] lr: 7.500e-03, eta: 3 days, 2:11:06, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.4479, top5_acc: 0.6969, loss_cls: 2.4994, loss: 2.4994, grad_norm: 5.2658 2020-10-01 03:48:27,938 - mmaction - INFO - Epoch [10][1020/2825] lr: 7.500e-03, eta: 3 days, 2:10:38, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4570, top5_acc: 0.7049, loss_cls: 2.4480, loss: 2.4480, grad_norm: 5.2427 2020-10-01 03:48:49,134 - mmaction - INFO - Epoch [10][1040/2825] lr: 7.500e-03, eta: 3 days, 2:10:20, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4583, top5_acc: 0.6987, loss_cls: 2.4554, loss: 2.4554, grad_norm: 5.2498 2020-10-01 03:49:10,027 - mmaction - INFO - Epoch [10][1060/2825] lr: 7.500e-03, eta: 3 days, 2:10:00, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4805, top5_acc: 0.7102, loss_cls: 2.3384, loss: 2.3384, grad_norm: 5.1860 2020-10-01 03:49:30,992 - mmaction - INFO - Epoch [10][1080/2825] lr: 7.500e-03, eta: 3 days, 2:09:40, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.4565, top5_acc: 0.6943, loss_cls: 2.4818, loss: 2.4818, grad_norm: 5.2869 2020-10-01 03:49:52,153 - mmaction - INFO - Epoch [10][1100/2825] lr: 7.500e-03, eta: 3 days, 2:09:22, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4523, top5_acc: 0.7060, loss_cls: 2.4433, loss: 2.4433, grad_norm: 5.2016 2020-10-01 03:50:13,079 - mmaction - INFO - Epoch [10][1120/2825] lr: 7.500e-03, eta: 3 days, 2:09:02, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.4591, top5_acc: 0.7010, loss_cls: 2.4535, loss: 2.4535, grad_norm: 5.1939 2020-10-01 03:50:33,543 - mmaction - INFO - Epoch [10][1140/2825] lr: 7.500e-03, eta: 3 days, 2:08:37, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.4565, top5_acc: 0.7010, loss_cls: 2.4571, loss: 2.4571, grad_norm: 5.2939 2020-10-01 03:50:54,316 - mmaction - INFO - Epoch [10][1160/2825] lr: 7.500e-03, eta: 3 days, 2:08:15, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.4529, top5_acc: 0.7083, loss_cls: 2.4346, loss: 2.4346, grad_norm: 5.2019 2020-10-01 03:51:15,499 - mmaction - INFO - Epoch [10][1180/2825] lr: 7.500e-03, eta: 3 days, 2:07:57, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4523, top5_acc: 0.7065, loss_cls: 2.4598, loss: 2.4598, grad_norm: 5.2132 2020-10-01 03:51:37,468 - mmaction - INFO - Epoch [10][1200/2825] lr: 7.500e-03, eta: 3 days, 2:07:47, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.4549, top5_acc: 0.7055, loss_cls: 2.4562, loss: 2.4562, grad_norm: 5.3515 2020-10-01 03:51:55,862 - mmaction - INFO - Epoch [10][1220/2825] lr: 7.500e-03, eta: 3 days, 2:07:03, time: 0.919, data_time: 0.002, memory: 8353, top1_acc: 0.4484, top5_acc: 0.7042, loss_cls: 2.4595, loss: 2.4595, grad_norm: 5.2476 2020-10-01 03:52:18,356 - mmaction - INFO - Epoch [10][1240/2825] lr: 7.500e-03, eta: 3 days, 2:06:58, time: 1.125, data_time: 0.002, memory: 8353, top1_acc: 0.4633, top5_acc: 0.7096, loss_cls: 2.4332, loss: 2.4332, grad_norm: 5.1388 2020-10-01 03:52:37,641 - mmaction - INFO - Epoch [10][1260/2825] lr: 7.500e-03, eta: 3 days, 2:06:22, time: 0.964, data_time: 0.001, memory: 8353, top1_acc: 0.4562, top5_acc: 0.7036, loss_cls: 2.4344, loss: 2.4344, grad_norm: 5.1962 2020-10-01 03:52:58,387 - mmaction - INFO - Epoch [10][1280/2825] lr: 7.500e-03, eta: 3 days, 2:06:00, time: 1.037, data_time: 0.045, memory: 8353, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.4951, loss: 2.4951, grad_norm: 5.3287 2020-10-01 03:53:19,001 - mmaction - INFO - Epoch [10][1300/2825] lr: 7.500e-03, eta: 3 days, 2:05:37, time: 1.031, data_time: 0.026, memory: 8353, top1_acc: 0.4510, top5_acc: 0.6909, loss_cls: 2.4824, loss: 2.4824, grad_norm: 5.3101 2020-10-01 03:53:40,226 - mmaction - INFO - Epoch [10][1320/2825] lr: 7.500e-03, eta: 3 days, 2:05:19, time: 1.062, data_time: 0.039, memory: 8353, top1_acc: 0.4482, top5_acc: 0.7161, loss_cls: 2.4305, loss: 2.4305, grad_norm: 5.2394 2020-10-01 03:54:01,399 - mmaction - INFO - Epoch [10][1340/2825] lr: 7.500e-03, eta: 3 days, 2:05:02, time: 1.059, data_time: 0.062, memory: 8353, top1_acc: 0.4698, top5_acc: 0.7047, loss_cls: 2.4215, loss: 2.4215, grad_norm: 5.1726 2020-10-01 03:54:22,059 - mmaction - INFO - Epoch [10][1360/2825] lr: 7.500e-03, eta: 3 days, 2:04:39, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.4661, top5_acc: 0.7133, loss_cls: 2.3696, loss: 2.3696, grad_norm: 5.1744 2020-10-01 03:54:42,214 - mmaction - INFO - Epoch [10][1380/2825] lr: 7.500e-03, eta: 3 days, 2:04:11, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.4487, top5_acc: 0.6885, loss_cls: 2.5341, loss: 2.5341, grad_norm: 5.2557 2020-10-01 03:55:03,250 - mmaction - INFO - Epoch [10][1400/2825] lr: 7.500e-03, eta: 3 days, 2:03:52, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4456, top5_acc: 0.6987, loss_cls: 2.4792, loss: 2.4792, grad_norm: 5.3100 2020-10-01 03:55:24,013 - mmaction - INFO - Epoch [10][1420/2825] lr: 7.500e-03, eta: 3 days, 2:03:30, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4503, top5_acc: 0.6951, loss_cls: 2.4929, loss: 2.4929, grad_norm: 5.3229 2020-10-01 03:55:44,765 - mmaction - INFO - Epoch [10][1440/2825] lr: 7.500e-03, eta: 3 days, 2:03:08, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.4534, top5_acc: 0.7047, loss_cls: 2.4381, loss: 2.4381, grad_norm: 5.3312 2020-10-01 03:56:05,004 - mmaction - INFO - Epoch [10][1460/2825] lr: 7.500e-03, eta: 3 days, 2:02:42, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.4328, loss: 2.4328, grad_norm: 5.1891 2020-10-01 03:56:27,008 - mmaction - INFO - Epoch [10][1480/2825] lr: 7.500e-03, eta: 3 days, 2:02:32, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.4500, top5_acc: 0.7049, loss_cls: 2.4795, loss: 2.4795, grad_norm: 5.2835 2020-10-01 03:56:46,185 - mmaction - INFO - Epoch [10][1500/2825] lr: 7.500e-03, eta: 3 days, 2:01:55, time: 0.958, data_time: 0.002, memory: 8353, top1_acc: 0.4654, top5_acc: 0.7052, loss_cls: 2.4263, loss: 2.4263, grad_norm: 5.2132 2020-10-01 03:57:06,592 - mmaction - INFO - Epoch [10][1520/2825] lr: 7.500e-03, eta: 3 days, 2:01:30, time: 1.021, data_time: 0.112, memory: 8353, top1_acc: 0.4659, top5_acc: 0.7008, loss_cls: 2.4457, loss: 2.4457, grad_norm: 5.1981 2020-10-01 03:57:27,410 - mmaction - INFO - Epoch [10][1540/2825] lr: 7.500e-03, eta: 3 days, 2:01:08, time: 1.041, data_time: 0.142, memory: 8353, top1_acc: 0.4677, top5_acc: 0.7062, loss_cls: 2.4159, loss: 2.4159, grad_norm: 5.1388 2020-10-01 03:57:47,759 - mmaction - INFO - Epoch [10][1560/2825] lr: 7.500e-03, eta: 3 days, 2:00:43, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4581, top5_acc: 0.7073, loss_cls: 2.4259, loss: 2.4259, grad_norm: 5.3330 2020-10-01 03:58:08,856 - mmaction - INFO - Epoch [10][1580/2825] lr: 7.500e-03, eta: 3 days, 2:00:24, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.4591, top5_acc: 0.7138, loss_cls: 2.4289, loss: 2.4289, grad_norm: 5.2191 2020-10-01 03:58:29,269 - mmaction - INFO - Epoch [10][1600/2825] lr: 7.500e-03, eta: 3 days, 1:59:59, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.4560, top5_acc: 0.6969, loss_cls: 2.4887, loss: 2.4887, grad_norm: 5.2248 2020-10-01 03:58:49,243 - mmaction - INFO - Epoch [10][1620/2825] lr: 7.500e-03, eta: 3 days, 1:59:30, time: 0.999, data_time: 0.007, memory: 8353, top1_acc: 0.4427, top5_acc: 0.6977, loss_cls: 2.4974, loss: 2.4974, grad_norm: 5.3382 2020-10-01 03:59:10,593 - mmaction - INFO - Epoch [10][1640/2825] lr: 7.500e-03, eta: 3 days, 1:59:14, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7005, loss_cls: 2.4653, loss: 2.4653, grad_norm: 5.2445 2020-10-01 03:59:30,918 - mmaction - INFO - Epoch [10][1660/2825] lr: 7.500e-03, eta: 3 days, 1:58:48, time: 1.017, data_time: 0.013, memory: 8353, top1_acc: 0.4609, top5_acc: 0.6956, loss_cls: 2.4681, loss: 2.4681, grad_norm: 5.2840 2020-10-01 03:59:51,393 - mmaction - INFO - Epoch [10][1680/2825] lr: 7.500e-03, eta: 3 days, 1:58:24, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.4544, top5_acc: 0.7023, loss_cls: 2.4633, loss: 2.4633, grad_norm: 5.1941 2020-10-01 04:00:13,933 - mmaction - INFO - Epoch [10][1700/2825] lr: 7.500e-03, eta: 3 days, 1:58:19, time: 1.127, data_time: 0.002, memory: 8353, top1_acc: 0.4620, top5_acc: 0.6966, loss_cls: 2.4221, loss: 2.4221, grad_norm: 5.1645 2020-10-01 04:00:35,534 - mmaction - INFO - Epoch [10][1720/2825] lr: 7.500e-03, eta: 3 days, 1:58:05, time: 1.080, data_time: 0.030, memory: 8353, top1_acc: 0.4396, top5_acc: 0.6898, loss_cls: 2.5578, loss: 2.5578, grad_norm: 5.3215 2020-10-01 04:00:56,785 - mmaction - INFO - Epoch [10][1740/2825] lr: 7.500e-03, eta: 3 days, 1:57:48, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.4536, top5_acc: 0.6964, loss_cls: 2.4639, loss: 2.4639, grad_norm: 5.2355 2020-10-01 04:01:16,635 - mmaction - INFO - Epoch [10][1760/2825] lr: 7.500e-03, eta: 3 days, 1:57:17, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4409, top5_acc: 0.6914, loss_cls: 2.5182, loss: 2.5182, grad_norm: 5.2659 2020-10-01 04:01:36,680 - mmaction - INFO - Epoch [10][1780/2825] lr: 7.500e-03, eta: 3 days, 1:56:49, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.4531, top5_acc: 0.7021, loss_cls: 2.4700, loss: 2.4700, grad_norm: 5.3081 2020-10-01 04:01:57,624 - mmaction - INFO - Epoch [10][1800/2825] lr: 7.500e-03, eta: 3 days, 1:56:29, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4497, top5_acc: 0.7016, loss_cls: 2.4754, loss: 2.4754, grad_norm: 5.2886 2020-10-01 04:02:18,404 - mmaction - INFO - Epoch [10][1820/2825] lr: 7.500e-03, eta: 3 days, 1:56:07, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.4469, top5_acc: 0.6914, loss_cls: 2.4984, loss: 2.4984, grad_norm: 5.2599 2020-10-01 04:02:39,781 - mmaction - INFO - Epoch [10][1840/2825] lr: 7.500e-03, eta: 3 days, 1:55:51, time: 1.069, data_time: 0.026, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7044, loss_cls: 2.4444, loss: 2.4444, grad_norm: 5.2070 2020-10-01 04:02:59,110 - mmaction - INFO - Epoch [10][1860/2825] lr: 7.500e-03, eta: 3 days, 1:55:16, time: 0.967, data_time: 0.008, memory: 8353, top1_acc: 0.4633, top5_acc: 0.7029, loss_cls: 2.4364, loss: 2.4364, grad_norm: 5.1859 2020-10-01 04:03:19,488 - mmaction - INFO - Epoch [10][1880/2825] lr: 7.500e-03, eta: 3 days, 1:54:51, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4464, top5_acc: 0.6911, loss_cls: 2.5176, loss: 2.5176, grad_norm: 5.3775 2020-10-01 04:03:40,099 - mmaction - INFO - Epoch [10][1900/2825] lr: 7.500e-03, eta: 3 days, 1:54:28, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4443, top5_acc: 0.6971, loss_cls: 2.4944, loss: 2.4944, grad_norm: 5.2497 2020-10-01 04:04:00,485 - mmaction - INFO - Epoch [10][1920/2825] lr: 7.500e-03, eta: 3 days, 1:54:03, time: 1.020, data_time: 0.003, memory: 8353, top1_acc: 0.4469, top5_acc: 0.7029, loss_cls: 2.4881, loss: 2.4881, grad_norm: 5.3663 2020-10-01 04:04:21,270 - mmaction - INFO - Epoch [10][1940/2825] lr: 7.500e-03, eta: 3 days, 1:53:41, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.4513, top5_acc: 0.6990, loss_cls: 2.4914, loss: 2.4914, grad_norm: 5.3019 2020-10-01 04:04:43,080 - mmaction - INFO - Epoch [10][1960/2825] lr: 7.500e-03, eta: 3 days, 1:53:29, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.4578, top5_acc: 0.7078, loss_cls: 2.4358, loss: 2.4358, grad_norm: 5.2951 2020-10-01 04:05:02,600 - mmaction - INFO - Epoch [10][1980/2825] lr: 7.500e-03, eta: 3 days, 1:52:56, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.4565, top5_acc: 0.7008, loss_cls: 2.4697, loss: 2.4697, grad_norm: 5.2169 2020-10-01 04:05:23,818 - mmaction - INFO - Epoch [10][2000/2825] lr: 7.500e-03, eta: 3 days, 1:52:38, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4500, top5_acc: 0.7047, loss_cls: 2.4693, loss: 2.4693, grad_norm: 5.3617 2020-10-01 04:05:44,918 - mmaction - INFO - Epoch [10][2020/2825] lr: 7.500e-03, eta: 3 days, 1:52:20, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4698, top5_acc: 0.7094, loss_cls: 2.3992, loss: 2.3992, grad_norm: 5.1392 2020-10-01 04:06:04,881 - mmaction - INFO - Epoch [10][2040/2825] lr: 7.500e-03, eta: 3 days, 1:51:51, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.4594, top5_acc: 0.7029, loss_cls: 2.4402, loss: 2.4402, grad_norm: 5.1924 2020-10-01 04:06:26,185 - mmaction - INFO - Epoch [10][2060/2825] lr: 7.500e-03, eta: 3 days, 1:51:34, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4523, top5_acc: 0.7021, loss_cls: 2.4803, loss: 2.4803, grad_norm: 5.2789 2020-10-01 04:06:46,814 - mmaction - INFO - Epoch [10][2080/2825] lr: 7.500e-03, eta: 3 days, 1:51:11, time: 1.032, data_time: 0.212, memory: 8353, top1_acc: 0.4570, top5_acc: 0.7049, loss_cls: 2.4686, loss: 2.4686, grad_norm: 5.2602 2020-10-01 04:07:05,902 - mmaction - INFO - Epoch [10][2100/2825] lr: 7.500e-03, eta: 3 days, 1:50:34, time: 0.954, data_time: 0.275, memory: 8353, top1_acc: 0.4599, top5_acc: 0.7003, loss_cls: 2.4639, loss: 2.4639, grad_norm: 5.2248 2020-10-01 04:07:28,001 - mmaction - INFO - Epoch [10][2120/2825] lr: 7.500e-03, eta: 3 days, 1:50:24, time: 1.105, data_time: 0.125, memory: 8353, top1_acc: 0.4495, top5_acc: 0.7021, loss_cls: 2.4789, loss: 2.4789, grad_norm: 5.2319 2020-10-01 04:07:48,164 - mmaction - INFO - Epoch [10][2140/2825] lr: 7.500e-03, eta: 3 days, 1:49:57, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4451, top5_acc: 0.6878, loss_cls: 2.5257, loss: 2.5257, grad_norm: 5.2397 2020-10-01 04:08:08,599 - mmaction - INFO - Epoch [10][2160/2825] lr: 7.500e-03, eta: 3 days, 1:49:32, time: 1.022, data_time: 0.023, memory: 8353, top1_acc: 0.4583, top5_acc: 0.7013, loss_cls: 2.4580, loss: 2.4580, grad_norm: 5.2618 2020-10-01 04:08:29,974 - mmaction - INFO - Epoch [10][2180/2825] lr: 7.500e-03, eta: 3 days, 1:49:17, time: 1.069, data_time: 0.015, memory: 8353, top1_acc: 0.4563, top5_acc: 0.6969, loss_cls: 2.4820, loss: 2.4820, grad_norm: 5.2651 2020-10-01 04:08:50,017 - mmaction - INFO - Epoch [10][2200/2825] lr: 7.500e-03, eta: 3 days, 1:48:48, time: 1.002, data_time: 0.084, memory: 8353, top1_acc: 0.4599, top5_acc: 0.7068, loss_cls: 2.4458, loss: 2.4458, grad_norm: 5.1699 2020-10-01 04:09:10,626 - mmaction - INFO - Epoch [10][2220/2825] lr: 7.500e-03, eta: 3 days, 1:48:25, time: 1.031, data_time: 0.183, memory: 8353, top1_acc: 0.4635, top5_acc: 0.7070, loss_cls: 2.4497, loss: 2.4497, grad_norm: 5.2769 2020-10-01 04:09:31,436 - mmaction - INFO - Epoch [10][2240/2825] lr: 7.500e-03, eta: 3 days, 1:48:04, time: 1.040, data_time: 0.219, memory: 8353, top1_acc: 0.4659, top5_acc: 0.7060, loss_cls: 2.4336, loss: 2.4336, grad_norm: 5.2433 2020-10-01 04:09:53,694 - mmaction - INFO - Epoch [10][2260/2825] lr: 7.500e-03, eta: 3 days, 1:47:56, time: 1.114, data_time: 0.054, memory: 8353, top1_acc: 0.4609, top5_acc: 0.7112, loss_cls: 2.4092, loss: 2.4092, grad_norm: 5.1806 2020-10-01 04:10:13,746 - mmaction - INFO - Epoch [10][2280/2825] lr: 7.500e-03, eta: 3 days, 1:47:28, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.4568, top5_acc: 0.6961, loss_cls: 2.4674, loss: 2.4674, grad_norm: 5.2730 2020-10-01 04:10:34,434 - mmaction - INFO - Epoch [10][2300/2825] lr: 7.500e-03, eta: 3 days, 1:47:05, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7102, loss_cls: 2.3750, loss: 2.3750, grad_norm: 5.2343 2020-10-01 04:10:56,153 - mmaction - INFO - Epoch [10][2320/2825] lr: 7.500e-03, eta: 3 days, 1:46:52, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.4635, top5_acc: 0.7047, loss_cls: 2.4544, loss: 2.4544, grad_norm: 5.2885 2020-10-01 04:11:15,156 - mmaction - INFO - Epoch [10][2340/2825] lr: 7.500e-03, eta: 3 days, 1:46:15, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.4495, top5_acc: 0.6971, loss_cls: 2.4550, loss: 2.4550, grad_norm: 5.2802 2020-10-01 04:11:35,499 - mmaction - INFO - Epoch [10][2360/2825] lr: 7.500e-03, eta: 3 days, 1:45:49, time: 1.017, data_time: 0.021, memory: 8353, top1_acc: 0.4549, top5_acc: 0.7042, loss_cls: 2.4638, loss: 2.4638, grad_norm: 5.3545 2020-10-01 04:11:56,269 - mmaction - INFO - Epoch [10][2380/2825] lr: 7.500e-03, eta: 3 days, 1:45:28, time: 1.039, data_time: 0.021, memory: 8353, top1_acc: 0.4534, top5_acc: 0.7117, loss_cls: 2.4566, loss: 2.4566, grad_norm: 5.2669 2020-10-01 04:12:16,610 - mmaction - INFO - Epoch [10][2400/2825] lr: 7.500e-03, eta: 3 days, 1:45:02, time: 1.016, data_time: 0.095, memory: 8353, top1_acc: 0.4534, top5_acc: 0.7044, loss_cls: 2.4386, loss: 2.4386, grad_norm: 5.1765 2020-10-01 04:12:38,157 - mmaction - INFO - Epoch [10][2420/2825] lr: 7.500e-03, eta: 3 days, 1:44:48, time: 1.078, data_time: 0.412, memory: 8353, top1_acc: 0.4604, top5_acc: 0.7057, loss_cls: 2.4584, loss: 2.4584, grad_norm: 5.2951 2020-10-01 04:12:57,463 - mmaction - INFO - Epoch [10][2440/2825] lr: 7.500e-03, eta: 3 days, 1:44:13, time: 0.965, data_time: 0.290, memory: 8353, top1_acc: 0.4628, top5_acc: 0.7010, loss_cls: 2.4451, loss: 2.4451, grad_norm: 5.2093 2020-10-01 04:13:18,462 - mmaction - INFO - Epoch [10][2460/2825] lr: 7.500e-03, eta: 3 days, 1:43:53, time: 1.050, data_time: 0.378, memory: 8353, top1_acc: 0.4659, top5_acc: 0.7120, loss_cls: 2.4054, loss: 2.4054, grad_norm: 5.1651 2020-10-01 04:13:39,726 - mmaction - INFO - Epoch [10][2480/2825] lr: 7.500e-03, eta: 3 days, 1:43:36, time: 1.063, data_time: 0.377, memory: 8353, top1_acc: 0.4745, top5_acc: 0.7208, loss_cls: 2.3505, loss: 2.3505, grad_norm: 5.1294 2020-10-01 04:13:59,714 - mmaction - INFO - Epoch [10][2500/2825] lr: 7.500e-03, eta: 3 days, 1:43:07, time: 1.001, data_time: 0.366, memory: 8353, top1_acc: 0.4445, top5_acc: 0.6872, loss_cls: 2.5329, loss: 2.5329, grad_norm: 5.3550 2020-10-01 04:14:21,141 - mmaction - INFO - Epoch [10][2520/2825] lr: 7.500e-03, eta: 3 days, 1:42:52, time: 1.071, data_time: 0.454, memory: 8353, top1_acc: 0.4677, top5_acc: 0.7167, loss_cls: 2.4097, loss: 2.4097, grad_norm: 5.1987 2020-10-01 04:14:42,091 - mmaction - INFO - Epoch [10][2540/2825] lr: 7.500e-03, eta: 3 days, 1:42:32, time: 1.048, data_time: 0.436, memory: 8353, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.4417, loss: 2.4417, grad_norm: 5.1709 2020-10-01 04:15:02,363 - mmaction - INFO - Epoch [10][2560/2825] lr: 7.500e-03, eta: 3 days, 1:42:06, time: 1.013, data_time: 0.160, memory: 8353, top1_acc: 0.4594, top5_acc: 0.6979, loss_cls: 2.4635, loss: 2.4635, grad_norm: 5.2312 2020-10-01 04:15:23,681 - mmaction - INFO - Epoch [10][2580/2825] lr: 7.500e-03, eta: 3 days, 1:41:49, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4508, top5_acc: 0.6948, loss_cls: 2.4949, loss: 2.4949, grad_norm: 5.2574 2020-10-01 04:15:43,678 - mmaction - INFO - Epoch [10][2600/2825] lr: 7.500e-03, eta: 3 days, 1:41:20, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4516, top5_acc: 0.6898, loss_cls: 2.4938, loss: 2.4938, grad_norm: 5.3299 2020-10-01 04:16:03,340 - mmaction - INFO - Epoch [10][2620/2825] lr: 7.500e-03, eta: 3 days, 1:40:49, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.4547, top5_acc: 0.6987, loss_cls: 2.4638, loss: 2.4638, grad_norm: 5.2922 2020-10-01 04:16:24,942 - mmaction - INFO - Epoch [10][2640/2825] lr: 7.500e-03, eta: 3 days, 1:40:35, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.4576, top5_acc: 0.6997, loss_cls: 2.4520, loss: 2.4520, grad_norm: 5.1197 2020-10-01 04:16:45,339 - mmaction - INFO - Epoch [10][2660/2825] lr: 7.500e-03, eta: 3 days, 1:40:10, time: 1.020, data_time: 0.067, memory: 8353, top1_acc: 0.4591, top5_acc: 0.7122, loss_cls: 2.4070, loss: 2.4070, grad_norm: 5.1028 2020-10-01 04:17:05,793 - mmaction - INFO - Epoch [10][2680/2825] lr: 7.500e-03, eta: 3 days, 1:39:46, time: 1.022, data_time: 0.021, memory: 8353, top1_acc: 0.4570, top5_acc: 0.6982, loss_cls: 2.4580, loss: 2.4580, grad_norm: 5.2775 2020-10-01 04:17:26,872 - mmaction - INFO - Epoch [10][2700/2825] lr: 7.500e-03, eta: 3 days, 1:39:27, time: 1.054, data_time: 0.025, memory: 8353, top1_acc: 0.4589, top5_acc: 0.7060, loss_cls: 2.4439, loss: 2.4439, grad_norm: 5.2519 2020-10-01 04:17:47,288 - mmaction - INFO - Epoch [10][2720/2825] lr: 7.500e-03, eta: 3 days, 1:39:02, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.4581, top5_acc: 0.6945, loss_cls: 2.4845, loss: 2.4845, grad_norm: 5.3034 2020-10-01 04:18:07,761 - mmaction - INFO - Epoch [10][2740/2825] lr: 7.500e-03, eta: 3 days, 1:38:38, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4886, loss: 2.4886, grad_norm: 5.4314 2020-10-01 04:18:30,123 - mmaction - INFO - Epoch [10][2760/2825] lr: 7.500e-03, eta: 3 days, 1:38:31, time: 1.118, data_time: 0.002, memory: 8353, top1_acc: 0.4539, top5_acc: 0.7112, loss_cls: 2.4646, loss: 2.4646, grad_norm: 5.3371 2020-10-01 04:18:49,981 - mmaction - INFO - Epoch [10][2780/2825] lr: 7.500e-03, eta: 3 days, 1:38:01, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.4602, top5_acc: 0.6924, loss_cls: 2.4873, loss: 2.4873, grad_norm: 5.2968 2020-10-01 04:19:11,459 - mmaction - INFO - Epoch [10][2800/2825] lr: 7.500e-03, eta: 3 days, 1:37:45, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.4625, top5_acc: 0.6982, loss_cls: 2.4685, loss: 2.4685, grad_norm: 5.2895 2020-10-01 04:19:32,883 - mmaction - INFO - Epoch [10][2820/2825] lr: 7.500e-03, eta: 3 days, 1:37:30, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.4531, top5_acc: 0.7021, loss_cls: 2.4629, loss: 2.4629, grad_norm: 5.2833 2020-10-01 04:19:38,522 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-01 04:23:08,027 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 04:23:10,514 - mmaction - INFO - top1_acc 0.4676 top5_acc 0.7142 2020-10-01 04:23:10,514 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 04:23:10,631 - mmaction - INFO - mean_acc 0.4673 2020-10-01 04:23:10,631 - mmaction - INFO - Now best checkpoint is epoch_10.pth 2020-10-01 04:23:10,738 - mmaction - INFO - Epoch(val) [10][2825] top1_acc: 0.4676, top5_acc: 0.7142, mean_class_accuracy: 0.4673 2020-10-01 04:23:53,204 - mmaction - INFO - Epoch [11][20/2825] lr: 7.500e-03, eta: 3 days, 1:39:31, time: 2.122, data_time: 0.912, memory: 8353, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.4458, loss: 2.4458, grad_norm: 5.2753 2020-10-01 04:24:14,459 - mmaction - INFO - Epoch [11][40/2825] lr: 7.500e-03, eta: 3 days, 1:39:14, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.4578, top5_acc: 0.7107, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.2473 2020-10-01 04:24:34,478 - mmaction - INFO - Epoch [11][60/2825] lr: 7.500e-03, eta: 3 days, 1:38:45, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.4097, loss: 2.4097, grad_norm: 5.1999 2020-10-01 04:24:56,334 - mmaction - INFO - Epoch [11][80/2825] lr: 7.500e-03, eta: 3 days, 1:38:34, time: 1.094, data_time: 0.003, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7161, loss_cls: 2.3942, loss: 2.3942, grad_norm: 5.2060 2020-10-01 04:25:17,597 - mmaction - INFO - Epoch [11][100/2825] lr: 7.500e-03, eta: 3 days, 1:38:16, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4591, top5_acc: 0.7026, loss_cls: 2.4608, loss: 2.4608, grad_norm: 5.2381 2020-10-01 04:25:37,588 - mmaction - INFO - Epoch [11][120/2825] lr: 7.500e-03, eta: 3 days, 1:37:48, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.4695, top5_acc: 0.7029, loss_cls: 2.4396, loss: 2.4396, grad_norm: 5.1604 2020-10-01 04:25:58,789 - mmaction - INFO - Epoch [11][140/2825] lr: 7.500e-03, eta: 3 days, 1:37:30, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4690, top5_acc: 0.7081, loss_cls: 2.4181, loss: 2.4181, grad_norm: 5.1568 2020-10-01 04:26:17,919 - mmaction - INFO - Epoch [11][160/2825] lr: 7.500e-03, eta: 3 days, 1:36:53, time: 0.956, data_time: 0.002, memory: 8353, top1_acc: 0.4620, top5_acc: 0.7021, loss_cls: 2.4566, loss: 2.4566, grad_norm: 5.2613 2020-10-01 04:26:39,360 - mmaction - INFO - Epoch [11][180/2825] lr: 7.500e-03, eta: 3 days, 1:36:38, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.4747, top5_acc: 0.7057, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.1276 2020-10-01 04:27:00,846 - mmaction - INFO - Epoch [11][200/2825] lr: 7.500e-03, eta: 3 days, 1:36:23, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.3895, loss: 2.3895, grad_norm: 5.1698 2020-10-01 04:27:21,485 - mmaction - INFO - Epoch [11][220/2825] lr: 7.500e-03, eta: 3 days, 1:35:59, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4573, top5_acc: 0.6945, loss_cls: 2.4585, loss: 2.4585, grad_norm: 5.3286 2020-10-01 04:27:42,306 - mmaction - INFO - Epoch [11][240/2825] lr: 7.500e-03, eta: 3 days, 1:35:39, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.4568, top5_acc: 0.7070, loss_cls: 2.4297, loss: 2.4297, grad_norm: 5.1472 2020-10-01 04:28:02,798 - mmaction - INFO - Epoch [11][260/2825] lr: 7.500e-03, eta: 3 days, 1:35:14, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7076, loss_cls: 2.3903, loss: 2.3903, grad_norm: 5.1855 2020-10-01 04:28:22,871 - mmaction - INFO - Epoch [11][280/2825] lr: 7.500e-03, eta: 3 days, 1:34:46, time: 1.003, data_time: 0.006, memory: 8353, top1_acc: 0.4570, top5_acc: 0.7021, loss_cls: 2.4678, loss: 2.4678, grad_norm: 5.2782 2020-10-01 04:28:43,773 - mmaction - INFO - Epoch [11][300/2825] lr: 7.500e-03, eta: 3 days, 1:34:26, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.4797, loss: 2.4797, grad_norm: 5.2961 2020-10-01 04:29:04,395 - mmaction - INFO - Epoch [11][320/2825] lr: 7.500e-03, eta: 3 days, 1:34:03, time: 1.030, data_time: 0.020, memory: 8353, top1_acc: 0.4721, top5_acc: 0.7276, loss_cls: 2.3570, loss: 2.3570, grad_norm: 5.2372 2020-10-01 04:29:24,877 - mmaction - INFO - Epoch [11][340/2825] lr: 7.500e-03, eta: 3 days, 1:33:39, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4651, top5_acc: 0.7135, loss_cls: 2.3885, loss: 2.3885, grad_norm: 5.2453 2020-10-01 04:29:45,772 - mmaction - INFO - Epoch [11][360/2825] lr: 7.500e-03, eta: 3 days, 1:33:18, time: 1.045, data_time: 0.006, memory: 8353, top1_acc: 0.4667, top5_acc: 0.7099, loss_cls: 2.4063, loss: 2.4063, grad_norm: 5.1893 2020-10-01 04:30:05,916 - mmaction - INFO - Epoch [11][380/2825] lr: 7.500e-03, eta: 3 days, 1:32:51, time: 1.007, data_time: 0.082, memory: 8353, top1_acc: 0.4732, top5_acc: 0.7078, loss_cls: 2.3776, loss: 2.3776, grad_norm: 5.2342 2020-10-01 04:30:27,269 - mmaction - INFO - Epoch [11][400/2825] lr: 7.500e-03, eta: 3 days, 1:32:35, time: 1.069, data_time: 0.197, memory: 8353, top1_acc: 0.4497, top5_acc: 0.7031, loss_cls: 2.4878, loss: 2.4878, grad_norm: 5.2800 2020-10-01 04:30:48,542 - mmaction - INFO - Epoch [11][420/2825] lr: 7.500e-03, eta: 3 days, 1:32:17, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.4568, top5_acc: 0.7057, loss_cls: 2.4401, loss: 2.4401, grad_norm: 5.2430 2020-10-01 04:31:09,542 - mmaction - INFO - Epoch [11][440/2825] lr: 7.500e-03, eta: 3 days, 1:31:58, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.4930, loss: 2.4930, grad_norm: 5.2913 2020-10-01 04:31:30,903 - mmaction - INFO - Epoch [11][460/2825] lr: 7.500e-03, eta: 3 days, 1:31:41, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7062, loss_cls: 2.4172, loss: 2.4172, grad_norm: 5.1113 2020-10-01 04:31:50,661 - mmaction - INFO - Epoch [11][480/2825] lr: 7.500e-03, eta: 3 days, 1:31:11, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4682, top5_acc: 0.7122, loss_cls: 2.3828, loss: 2.3828, grad_norm: 5.1870 2020-10-01 04:32:11,849 - mmaction - INFO - Epoch [11][500/2825] lr: 7.500e-03, eta: 3 days, 1:30:53, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4526, top5_acc: 0.7083, loss_cls: 2.4146, loss: 2.4146, grad_norm: 5.2401 2020-10-01 04:32:33,826 - mmaction - INFO - Epoch [11][520/2825] lr: 7.500e-03, eta: 3 days, 1:30:42, time: 1.098, data_time: 0.001, memory: 8353, top1_acc: 0.4568, top5_acc: 0.6997, loss_cls: 2.4370, loss: 2.4370, grad_norm: 5.2185 2020-10-01 04:32:53,484 - mmaction - INFO - Epoch [11][540/2825] lr: 7.500e-03, eta: 3 days, 1:30:10, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.4609, top5_acc: 0.6990, loss_cls: 2.4727, loss: 2.4727, grad_norm: 5.2899 2020-10-01 04:33:13,433 - mmaction - INFO - Epoch [11][560/2825] lr: 7.500e-03, eta: 3 days, 1:29:41, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.4576, top5_acc: 0.7044, loss_cls: 2.4127, loss: 2.4127, grad_norm: 5.2233 2020-10-01 04:33:35,072 - mmaction - INFO - Epoch [11][580/2825] lr: 7.500e-03, eta: 3 days, 1:29:27, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.4672, top5_acc: 0.7096, loss_cls: 2.4142, loss: 2.4142, grad_norm: 5.2141 2020-10-01 04:33:55,103 - mmaction - INFO - Epoch [11][600/2825] lr: 7.500e-03, eta: 3 days, 1:28:59, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7216, loss_cls: 2.3650, loss: 2.3650, grad_norm: 5.1375 2020-10-01 04:34:16,517 - mmaction - INFO - Epoch [11][620/2825] lr: 7.500e-03, eta: 3 days, 1:28:43, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7253, loss_cls: 2.3463, loss: 2.3463, grad_norm: 5.2203 2020-10-01 04:34:36,583 - mmaction - INFO - Epoch [11][640/2825] lr: 7.500e-03, eta: 3 days, 1:28:16, time: 1.004, data_time: 0.003, memory: 8353, top1_acc: 0.4734, top5_acc: 0.7206, loss_cls: 2.3704, loss: 2.3704, grad_norm: 5.2643 2020-10-01 04:34:56,914 - mmaction - INFO - Epoch [11][660/2825] lr: 7.500e-03, eta: 3 days, 1:27:50, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.4677, top5_acc: 0.7133, loss_cls: 2.3844, loss: 2.3844, grad_norm: 5.1617 2020-10-01 04:35:18,145 - mmaction - INFO - Epoch [11][680/2825] lr: 7.500e-03, eta: 3 days, 1:27:32, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4609, top5_acc: 0.6971, loss_cls: 2.4314, loss: 2.4314, grad_norm: 5.1699 2020-10-01 04:35:38,841 - mmaction - INFO - Epoch [11][700/2825] lr: 7.500e-03, eta: 3 days, 1:27:10, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4583, top5_acc: 0.7052, loss_cls: 2.4582, loss: 2.4582, grad_norm: 5.3624 2020-10-01 04:36:01,465 - mmaction - INFO - Epoch [11][720/2825] lr: 7.500e-03, eta: 3 days, 1:27:05, time: 1.131, data_time: 0.002, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7130, loss_cls: 2.4020, loss: 2.4020, grad_norm: 5.2205 2020-10-01 04:36:23,166 - mmaction - INFO - Epoch [11][740/2825] lr: 7.500e-03, eta: 3 days, 1:26:51, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.4612, top5_acc: 0.6971, loss_cls: 2.4312, loss: 2.4312, grad_norm: 5.2910 2020-10-01 04:36:42,888 - mmaction - INFO - Epoch [11][760/2825] lr: 7.500e-03, eta: 3 days, 1:26:20, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.4664, top5_acc: 0.7073, loss_cls: 2.4261, loss: 2.4261, grad_norm: 5.2364 2020-10-01 04:37:04,005 - mmaction - INFO - Epoch [11][780/2825] lr: 7.500e-03, eta: 3 days, 1:26:02, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7122, loss_cls: 2.3880, loss: 2.3880, grad_norm: 5.2181 2020-10-01 04:37:26,004 - mmaction - INFO - Epoch [11][800/2825] lr: 7.500e-03, eta: 3 days, 1:25:51, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.4687, top5_acc: 0.7049, loss_cls: 2.4421, loss: 2.4421, grad_norm: 5.2050 2020-10-01 04:37:45,262 - mmaction - INFO - Epoch [11][820/2825] lr: 7.500e-03, eta: 3 days, 1:25:16, time: 0.963, data_time: 0.001, memory: 8353, top1_acc: 0.4576, top5_acc: 0.7013, loss_cls: 2.4559, loss: 2.4559, grad_norm: 5.2589 2020-10-01 04:38:06,088 - mmaction - INFO - Epoch [11][840/2825] lr: 7.500e-03, eta: 3 days, 1:24:55, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.4581, top5_acc: 0.7091, loss_cls: 2.4165, loss: 2.4165, grad_norm: 5.3071 2020-10-01 04:38:27,773 - mmaction - INFO - Epoch [11][860/2825] lr: 7.500e-03, eta: 3 days, 1:24:41, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.4698, top5_acc: 0.7117, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.1378 2020-10-01 04:38:48,151 - mmaction - INFO - Epoch [11][880/2825] lr: 7.500e-03, eta: 3 days, 1:24:16, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4758, top5_acc: 0.7141, loss_cls: 2.3694, loss: 2.3694, grad_norm: 5.2626 2020-10-01 04:39:09,880 - mmaction - INFO - Epoch [11][900/2825] lr: 7.500e-03, eta: 3 days, 1:24:03, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7135, loss_cls: 2.3846, loss: 2.3846, grad_norm: 5.1546 2020-10-01 04:39:30,132 - mmaction - INFO - Epoch [11][920/2825] lr: 7.500e-03, eta: 3 days, 1:23:37, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4596, top5_acc: 0.7133, loss_cls: 2.3804, loss: 2.3804, grad_norm: 5.2606 2020-10-01 04:39:49,972 - mmaction - INFO - Epoch [11][940/2825] lr: 7.500e-03, eta: 3 days, 1:23:07, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4586, top5_acc: 0.7104, loss_cls: 2.4294, loss: 2.4294, grad_norm: 5.3162 2020-10-01 04:40:10,751 - mmaction - INFO - Epoch [11][960/2825] lr: 7.500e-03, eta: 3 days, 1:22:45, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4500, top5_acc: 0.6958, loss_cls: 2.4648, loss: 2.4648, grad_norm: 5.2605 2020-10-01 04:40:31,101 - mmaction - INFO - Epoch [11][980/2825] lr: 7.500e-03, eta: 3 days, 1:22:20, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4685, top5_acc: 0.7073, loss_cls: 2.4015, loss: 2.4015, grad_norm: 5.2399 2020-10-01 04:40:52,144 - mmaction - INFO - Epoch [11][1000/2825] lr: 7.500e-03, eta: 3 days, 1:22:01, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4573, top5_acc: 0.6990, loss_cls: 2.4541, loss: 2.4541, grad_norm: 5.2257 2020-10-01 04:41:12,967 - mmaction - INFO - Epoch [11][1020/2825] lr: 7.500e-03, eta: 3 days, 1:21:40, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4604, top5_acc: 0.7128, loss_cls: 2.4157, loss: 2.4157, grad_norm: 5.2027 2020-10-01 04:41:33,378 - mmaction - INFO - Epoch [11][1040/2825] lr: 7.500e-03, eta: 3 days, 1:21:15, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.4693, top5_acc: 0.7102, loss_cls: 2.3990, loss: 2.3990, grad_norm: 5.1822 2020-10-01 04:41:55,198 - mmaction - INFO - Epoch [11][1060/2825] lr: 7.500e-03, eta: 3 days, 1:21:02, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.4589, top5_acc: 0.7112, loss_cls: 2.3930, loss: 2.3930, grad_norm: 5.2363 2020-10-01 04:42:15,744 - mmaction - INFO - Epoch [11][1080/2825] lr: 7.500e-03, eta: 3 days, 1:20:39, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4573, top5_acc: 0.6891, loss_cls: 2.4802, loss: 2.4802, grad_norm: 5.3017 2020-10-01 04:42:35,892 - mmaction - INFO - Epoch [11][1100/2825] lr: 7.500e-03, eta: 3 days, 1:20:12, time: 1.007, data_time: 0.168, memory: 8353, top1_acc: 0.4635, top5_acc: 0.7141, loss_cls: 2.4113, loss: 2.4113, grad_norm: 5.2242 2020-10-01 04:42:56,244 - mmaction - INFO - Epoch [11][1120/2825] lr: 7.500e-03, eta: 3 days, 1:19:47, time: 1.017, data_time: 0.297, memory: 8353, top1_acc: 0.4557, top5_acc: 0.6990, loss_cls: 2.4321, loss: 2.4321, grad_norm: 5.2205 2020-10-01 04:43:17,354 - mmaction - INFO - Epoch [11][1140/2825] lr: 7.500e-03, eta: 3 days, 1:19:28, time: 1.056, data_time: 0.246, memory: 8353, top1_acc: 0.4583, top5_acc: 0.7029, loss_cls: 2.4342, loss: 2.4342, grad_norm: 5.2745 2020-10-01 04:43:38,379 - mmaction - INFO - Epoch [11][1160/2825] lr: 7.500e-03, eta: 3 days, 1:19:09, time: 1.051, data_time: 0.341, memory: 8353, top1_acc: 0.4706, top5_acc: 0.7245, loss_cls: 2.3553, loss: 2.3553, grad_norm: 5.1945 2020-10-01 04:43:58,430 - mmaction - INFO - Epoch [11][1180/2825] lr: 7.500e-03, eta: 3 days, 1:18:41, time: 1.002, data_time: 0.264, memory: 8353, top1_acc: 0.4544, top5_acc: 0.6958, loss_cls: 2.4694, loss: 2.4694, grad_norm: 5.3486 2020-10-01 04:44:19,422 - mmaction - INFO - Epoch [11][1200/2825] lr: 7.500e-03, eta: 3 days, 1:18:21, time: 1.050, data_time: 0.263, memory: 8353, top1_acc: 0.4695, top5_acc: 0.7169, loss_cls: 2.3695, loss: 2.3695, grad_norm: 5.2136 2020-10-01 04:44:39,651 - mmaction - INFO - Epoch [11][1220/2825] lr: 7.500e-03, eta: 3 days, 1:17:55, time: 1.012, data_time: 0.387, memory: 8353, top1_acc: 0.4521, top5_acc: 0.7107, loss_cls: 2.4201, loss: 2.4201, grad_norm: 5.4376 2020-10-01 04:45:00,260 - mmaction - INFO - Epoch [11][1240/2825] lr: 7.500e-03, eta: 3 days, 1:17:32, time: 1.030, data_time: 0.066, memory: 8353, top1_acc: 0.4466, top5_acc: 0.6997, loss_cls: 2.4563, loss: 2.4563, grad_norm: 5.3398 2020-10-01 04:45:20,792 - mmaction - INFO - Epoch [11][1260/2825] lr: 7.500e-03, eta: 3 days, 1:17:08, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4552, top5_acc: 0.6956, loss_cls: 2.4874, loss: 2.4874, grad_norm: 5.2603 2020-10-01 04:45:41,224 - mmaction - INFO - Epoch [11][1280/2825] lr: 7.500e-03, eta: 3 days, 1:16:43, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.4500, top5_acc: 0.7089, loss_cls: 2.4353, loss: 2.4353, grad_norm: 5.1997 2020-10-01 04:46:02,074 - mmaction - INFO - Epoch [11][1300/2825] lr: 7.500e-03, eta: 3 days, 1:16:23, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.4555, top5_acc: 0.7089, loss_cls: 2.4576, loss: 2.4576, grad_norm: 5.2701 2020-10-01 04:46:22,611 - mmaction - INFO - Epoch [11][1320/2825] lr: 7.500e-03, eta: 3 days, 1:15:59, time: 1.026, data_time: 0.048, memory: 8353, top1_acc: 0.4633, top5_acc: 0.7081, loss_cls: 2.4574, loss: 2.4574, grad_norm: 5.1640 2020-10-01 04:46:43,553 - mmaction - INFO - Epoch [11][1340/2825] lr: 7.500e-03, eta: 3 days, 1:15:39, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4430, top5_acc: 0.6940, loss_cls: 2.4790, loss: 2.4790, grad_norm: 5.1800 2020-10-01 04:47:03,581 - mmaction - INFO - Epoch [11][1360/2825] lr: 7.500e-03, eta: 3 days, 1:15:11, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4648, top5_acc: 0.7039, loss_cls: 2.4513, loss: 2.4513, grad_norm: 5.1943 2020-10-01 04:47:24,766 - mmaction - INFO - Epoch [11][1380/2825] lr: 7.500e-03, eta: 3 days, 1:14:53, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4547, top5_acc: 0.7021, loss_cls: 2.4567, loss: 2.4567, grad_norm: 5.2669 2020-10-01 04:47:45,748 - mmaction - INFO - Epoch [11][1400/2825] lr: 7.500e-03, eta: 3 days, 1:14:33, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.4581, top5_acc: 0.7042, loss_cls: 2.4478, loss: 2.4478, grad_norm: 5.1475 2020-10-01 04:48:05,719 - mmaction - INFO - Epoch [11][1420/2825] lr: 7.500e-03, eta: 3 days, 1:14:05, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.4846, top5_acc: 0.7107, loss_cls: 2.3782, loss: 2.3782, grad_norm: 5.1016 2020-10-01 04:48:26,760 - mmaction - INFO - Epoch [11][1440/2825] lr: 7.500e-03, eta: 3 days, 1:13:46, time: 1.052, data_time: 0.006, memory: 8353, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.4061, loss: 2.4061, grad_norm: 5.2395 2020-10-01 04:48:47,170 - mmaction - INFO - Epoch [11][1460/2825] lr: 7.500e-03, eta: 3 days, 1:13:21, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7115, loss_cls: 2.3636, loss: 2.3636, grad_norm: 5.2295 2020-10-01 04:49:08,270 - mmaction - INFO - Epoch [11][1480/2825] lr: 7.500e-03, eta: 3 days, 1:13:02, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.4690, top5_acc: 0.7094, loss_cls: 2.3918, loss: 2.3918, grad_norm: 5.1923 2020-10-01 04:49:29,742 - mmaction - INFO - Epoch [11][1500/2825] lr: 7.500e-03, eta: 3 days, 1:12:47, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.4518, top5_acc: 0.6984, loss_cls: 2.4681, loss: 2.4681, grad_norm: 5.2469 2020-10-01 04:49:49,123 - mmaction - INFO - Epoch [11][1520/2825] lr: 7.500e-03, eta: 3 days, 1:12:13, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7135, loss_cls: 2.4082, loss: 2.4082, grad_norm: 5.1217 2020-10-01 04:50:09,405 - mmaction - INFO - Epoch [11][1540/2825] lr: 7.500e-03, eta: 3 days, 1:11:48, time: 1.014, data_time: 0.017, memory: 8353, top1_acc: 0.4638, top5_acc: 0.6937, loss_cls: 2.4891, loss: 2.4891, grad_norm: 5.2126 2020-10-01 04:50:30,989 - mmaction - INFO - Epoch [11][1560/2825] lr: 7.500e-03, eta: 3 days, 1:11:33, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7122, loss_cls: 2.3925, loss: 2.3925, grad_norm: 5.2621 2020-10-01 04:50:50,786 - mmaction - INFO - Epoch [11][1580/2825] lr: 7.500e-03, eta: 3 days, 1:11:03, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.4604, top5_acc: 0.7078, loss_cls: 2.4481, loss: 2.4481, grad_norm: 5.3353 2020-10-01 04:51:13,758 - mmaction - INFO - Epoch [11][1600/2825] lr: 7.500e-03, eta: 3 days, 1:11:00, time: 1.148, data_time: 0.002, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7154, loss_cls: 2.4113, loss: 2.4113, grad_norm: 5.2989 2020-10-01 04:51:33,473 - mmaction - INFO - Epoch [11][1620/2825] lr: 7.500e-03, eta: 3 days, 1:10:30, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.4651, top5_acc: 0.7044, loss_cls: 2.4355, loss: 2.4355, grad_norm: 5.1433 2020-10-01 04:51:54,042 - mmaction - INFO - Epoch [11][1640/2825] lr: 7.500e-03, eta: 3 days, 1:10:06, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4547, top5_acc: 0.6974, loss_cls: 2.4445, loss: 2.4445, grad_norm: 5.2534 2020-10-01 04:52:15,704 - mmaction - INFO - Epoch [11][1660/2825] lr: 7.500e-03, eta: 3 days, 1:09:52, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.4615, top5_acc: 0.7023, loss_cls: 2.4370, loss: 2.4370, grad_norm: 5.2392 2020-10-01 04:52:35,699 - mmaction - INFO - Epoch [11][1680/2825] lr: 7.500e-03, eta: 3 days, 1:09:24, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.4812, top5_acc: 0.7221, loss_cls: 2.3383, loss: 2.3383, grad_norm: 5.1790 2020-10-01 04:52:56,091 - mmaction - INFO - Epoch [11][1700/2825] lr: 7.500e-03, eta: 3 days, 1:08:59, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4471, top5_acc: 0.7010, loss_cls: 2.4563, loss: 2.4563, grad_norm: 5.3984 2020-10-01 04:53:16,979 - mmaction - INFO - Epoch [11][1720/2825] lr: 7.500e-03, eta: 3 days, 1:08:39, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4664, top5_acc: 0.7026, loss_cls: 2.4463, loss: 2.4463, grad_norm: 5.2883 2020-10-01 04:53:37,719 - mmaction - INFO - Epoch [11][1740/2825] lr: 7.500e-03, eta: 3 days, 1:08:17, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.4573, top5_acc: 0.7107, loss_cls: 2.4404, loss: 2.4404, grad_norm: 5.2972 2020-10-01 04:53:58,663 - mmaction - INFO - Epoch [11][1760/2825] lr: 7.500e-03, eta: 3 days, 1:07:57, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4615, top5_acc: 0.6971, loss_cls: 2.4648, loss: 2.4648, grad_norm: 5.2707 2020-10-01 04:54:19,041 - mmaction - INFO - Epoch [11][1780/2825] lr: 7.500e-03, eta: 3 days, 1:07:32, time: 1.019, data_time: 0.003, memory: 8353, top1_acc: 0.4581, top5_acc: 0.6997, loss_cls: 2.4915, loss: 2.4915, grad_norm: 5.2786 2020-10-01 04:54:39,919 - mmaction - INFO - Epoch [11][1800/2825] lr: 7.500e-03, eta: 3 days, 1:07:11, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7052, loss_cls: 2.4256, loss: 2.4256, grad_norm: 5.2226 2020-10-01 04:54:59,689 - mmaction - INFO - Epoch [11][1820/2825] lr: 7.500e-03, eta: 3 days, 1:06:41, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4568, top5_acc: 0.7086, loss_cls: 2.4102, loss: 2.4102, grad_norm: 5.2726 2020-10-01 04:55:21,703 - mmaction - INFO - Epoch [11][1840/2825] lr: 7.500e-03, eta: 3 days, 1:06:30, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.4827, loss: 2.4827, grad_norm: 5.2923 2020-10-01 04:55:42,260 - mmaction - INFO - Epoch [11][1860/2825] lr: 7.500e-03, eta: 3 days, 1:06:07, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4620, top5_acc: 0.7023, loss_cls: 2.4401, loss: 2.4401, grad_norm: 5.2699 2020-10-01 04:56:02,975 - mmaction - INFO - Epoch [11][1880/2825] lr: 7.500e-03, eta: 3 days, 1:05:45, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4477, top5_acc: 0.6865, loss_cls: 2.4990, loss: 2.4990, grad_norm: 5.2613 2020-10-01 04:56:24,157 - mmaction - INFO - Epoch [11][1900/2825] lr: 7.500e-03, eta: 3 days, 1:05:27, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.4542, top5_acc: 0.6987, loss_cls: 2.4870, loss: 2.4870, grad_norm: 5.2405 2020-10-01 04:56:44,069 - mmaction - INFO - Epoch [11][1920/2825] lr: 7.500e-03, eta: 3 days, 1:04:58, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.4698, top5_acc: 0.7190, loss_cls: 2.3957, loss: 2.3957, grad_norm: 5.2046 2020-10-01 04:57:05,158 - mmaction - INFO - Epoch [11][1940/2825] lr: 7.500e-03, eta: 3 days, 1:04:39, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4648, top5_acc: 0.7086, loss_cls: 2.4060, loss: 2.4060, grad_norm: 5.3041 2020-10-01 04:57:25,901 - mmaction - INFO - Epoch [11][1960/2825] lr: 7.500e-03, eta: 3 days, 1:04:17, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.4604, top5_acc: 0.7120, loss_cls: 2.4450, loss: 2.4450, grad_norm: 5.2615 2020-10-01 04:57:45,938 - mmaction - INFO - Epoch [11][1980/2825] lr: 7.500e-03, eta: 3 days, 1:03:50, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.4622, top5_acc: 0.7065, loss_cls: 2.4178, loss: 2.4178, grad_norm: 5.2605 2020-10-01 04:58:06,452 - mmaction - INFO - Epoch [11][2000/2825] lr: 7.500e-03, eta: 3 days, 1:03:26, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4638, top5_acc: 0.7078, loss_cls: 2.4255, loss: 2.4255, grad_norm: 5.2353 2020-10-01 04:58:27,375 - mmaction - INFO - Epoch [11][2020/2825] lr: 7.500e-03, eta: 3 days, 1:03:06, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7188, loss_cls: 2.3808, loss: 2.3808, grad_norm: 5.2930 2020-10-01 04:58:48,454 - mmaction - INFO - Epoch [11][2040/2825] lr: 7.500e-03, eta: 3 days, 1:02:47, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7021, loss_cls: 2.4189, loss: 2.4189, grad_norm: 5.1780 2020-10-01 04:59:09,897 - mmaction - INFO - Epoch [11][2060/2825] lr: 7.500e-03, eta: 3 days, 1:02:31, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.4591, top5_acc: 0.7070, loss_cls: 2.4376, loss: 2.4376, grad_norm: 5.2834 2020-10-01 04:59:29,645 - mmaction - INFO - Epoch [11][2080/2825] lr: 7.500e-03, eta: 3 days, 1:02:01, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4687, top5_acc: 0.7044, loss_cls: 2.4112, loss: 2.4112, grad_norm: 5.2204 2020-10-01 04:59:49,576 - mmaction - INFO - Epoch [11][2100/2825] lr: 7.500e-03, eta: 3 days, 1:01:32, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.4641, top5_acc: 0.6964, loss_cls: 2.4442, loss: 2.4442, grad_norm: 5.3168 2020-10-01 05:00:12,415 - mmaction - INFO - Epoch [11][2120/2825] lr: 7.500e-03, eta: 3 days, 1:01:28, time: 1.141, data_time: 0.002, memory: 8353, top1_acc: 0.4651, top5_acc: 0.7086, loss_cls: 2.4419, loss: 2.4419, grad_norm: 5.2752 2020-10-01 05:00:33,960 - mmaction - INFO - Epoch [11][2140/2825] lr: 7.500e-03, eta: 3 days, 1:01:13, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.4406, loss: 2.4406, grad_norm: 5.2587 2020-10-01 05:00:53,917 - mmaction - INFO - Epoch [11][2160/2825] lr: 7.500e-03, eta: 3 days, 1:00:45, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.4021, loss: 2.4021, grad_norm: 5.1352 2020-10-01 05:01:15,316 - mmaction - INFO - Epoch [11][2180/2825] lr: 7.500e-03, eta: 3 days, 1:00:28, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4589, top5_acc: 0.7042, loss_cls: 2.4175, loss: 2.4175, grad_norm: 5.2141 2020-10-01 05:01:36,765 - mmaction - INFO - Epoch [11][2200/2825] lr: 7.500e-03, eta: 3 days, 1:00:12, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.4602, top5_acc: 0.6956, loss_cls: 2.4507, loss: 2.4507, grad_norm: 5.1763 2020-10-01 05:01:56,966 - mmaction - INFO - Epoch [11][2220/2825] lr: 7.500e-03, eta: 3 days, 0:59:46, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.4589, top5_acc: 0.7005, loss_cls: 2.4710, loss: 2.4710, grad_norm: 5.2986 2020-10-01 05:02:17,336 - mmaction - INFO - Epoch [11][2240/2825] lr: 7.500e-03, eta: 3 days, 0:59:21, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4609, top5_acc: 0.7018, loss_cls: 2.4375, loss: 2.4375, grad_norm: 5.2497 2020-10-01 05:02:37,466 - mmaction - INFO - Epoch [11][2260/2825] lr: 7.500e-03, eta: 3 days, 0:58:54, time: 1.006, data_time: 0.015, memory: 8353, top1_acc: 0.4552, top5_acc: 0.7036, loss_cls: 2.4387, loss: 2.4387, grad_norm: 5.2829 2020-10-01 05:02:59,266 - mmaction - INFO - Epoch [11][2280/2825] lr: 7.500e-03, eta: 3 days, 0:58:41, time: 1.090, data_time: 0.184, memory: 8353, top1_acc: 0.4615, top5_acc: 0.7000, loss_cls: 2.4367, loss: 2.4367, grad_norm: 5.2802 2020-10-01 05:03:18,955 - mmaction - INFO - Epoch [11][2300/2825] lr: 7.500e-03, eta: 3 days, 0:58:11, time: 0.985, data_time: 0.029, memory: 8353, top1_acc: 0.4456, top5_acc: 0.7003, loss_cls: 2.4691, loss: 2.4691, grad_norm: 5.2404 2020-10-01 05:03:40,615 - mmaction - INFO - Epoch [11][2320/2825] lr: 7.500e-03, eta: 3 days, 0:57:57, time: 1.083, data_time: 0.144, memory: 8353, top1_acc: 0.4667, top5_acc: 0.7104, loss_cls: 2.4171, loss: 2.4171, grad_norm: 5.2259 2020-10-01 05:04:00,832 - mmaction - INFO - Epoch [11][2340/2825] lr: 7.500e-03, eta: 3 days, 0:57:30, time: 1.011, data_time: 0.070, memory: 8353, top1_acc: 0.4823, top5_acc: 0.7237, loss_cls: 2.3680, loss: 2.3680, grad_norm: 5.2297 2020-10-01 05:04:22,401 - mmaction - INFO - Epoch [11][2360/2825] lr: 7.500e-03, eta: 3 days, 0:57:15, time: 1.078, data_time: 0.189, memory: 8353, top1_acc: 0.4615, top5_acc: 0.7234, loss_cls: 2.3621, loss: 2.3621, grad_norm: 5.2367 2020-10-01 05:04:42,069 - mmaction - INFO - Epoch [11][2380/2825] lr: 7.500e-03, eta: 3 days, 0:56:45, time: 0.983, data_time: 0.006, memory: 8353, top1_acc: 0.4656, top5_acc: 0.7159, loss_cls: 2.4031, loss: 2.4031, grad_norm: 5.1963 2020-10-01 05:05:03,410 - mmaction - INFO - Epoch [11][2400/2825] lr: 7.500e-03, eta: 3 days, 0:56:28, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.4576, top5_acc: 0.7034, loss_cls: 2.4477, loss: 2.4477, grad_norm: 5.2767 2020-10-01 05:05:23,161 - mmaction - INFO - Epoch [11][2420/2825] lr: 7.500e-03, eta: 3 days, 0:55:58, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.4604, top5_acc: 0.7148, loss_cls: 2.4010, loss: 2.4010, grad_norm: 5.2173 2020-10-01 05:05:43,518 - mmaction - INFO - Epoch [11][2440/2825] lr: 7.500e-03, eta: 3 days, 0:55:33, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4622, top5_acc: 0.7125, loss_cls: 2.3893, loss: 2.3893, grad_norm: 5.2450 2020-10-01 05:06:04,238 - mmaction - INFO - Epoch [11][2460/2825] lr: 7.500e-03, eta: 3 days, 0:55:11, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4656, top5_acc: 0.7167, loss_cls: 2.3912, loss: 2.3912, grad_norm: 5.2114 2020-10-01 05:06:25,003 - mmaction - INFO - Epoch [11][2480/2825] lr: 7.500e-03, eta: 3 days, 0:54:50, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4646, top5_acc: 0.7068, loss_cls: 2.4034, loss: 2.4034, grad_norm: 5.2513 2020-10-01 05:06:45,513 - mmaction - INFO - Epoch [11][2500/2825] lr: 7.500e-03, eta: 3 days, 0:54:26, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4687, top5_acc: 0.7161, loss_cls: 2.3837, loss: 2.3837, grad_norm: 5.1639 2020-10-01 05:07:05,943 - mmaction - INFO - Epoch [11][2520/2825] lr: 7.500e-03, eta: 3 days, 0:54:02, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.4500, top5_acc: 0.6974, loss_cls: 2.4707, loss: 2.4707, grad_norm: 5.2377 2020-10-01 05:07:27,000 - mmaction - INFO - Epoch [11][2540/2825] lr: 7.500e-03, eta: 3 days, 0:53:43, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4495, top5_acc: 0.7117, loss_cls: 2.4363, loss: 2.4363, grad_norm: 5.2854 2020-10-01 05:07:47,587 - mmaction - INFO - Epoch [11][2560/2825] lr: 7.500e-03, eta: 3 days, 0:53:19, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4565, top5_acc: 0.6997, loss_cls: 2.4561, loss: 2.4561, grad_norm: 5.1793 2020-10-01 05:08:09,116 - mmaction - INFO - Epoch [11][2580/2825] lr: 7.500e-03, eta: 3 days, 0:53:04, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.4482, top5_acc: 0.7000, loss_cls: 2.4928, loss: 2.4928, grad_norm: 5.2844 2020-10-01 05:08:29,662 - mmaction - INFO - Epoch [11][2600/2825] lr: 7.500e-03, eta: 3 days, 0:52:41, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.4651, top5_acc: 0.7117, loss_cls: 2.4120, loss: 2.4120, grad_norm: 5.2145 2020-10-01 05:08:50,142 - mmaction - INFO - Epoch [11][2620/2825] lr: 7.500e-03, eta: 3 days, 0:52:17, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4706, top5_acc: 0.7083, loss_cls: 2.4061, loss: 2.4061, grad_norm: 5.2720 2020-10-01 05:09:09,943 - mmaction - INFO - Epoch [11][2640/2825] lr: 7.500e-03, eta: 3 days, 0:51:48, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.4630, top5_acc: 0.7148, loss_cls: 2.4114, loss: 2.4114, grad_norm: 5.2429 2020-10-01 05:09:30,744 - mmaction - INFO - Epoch [11][2660/2825] lr: 7.500e-03, eta: 3 days, 0:51:26, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4664, top5_acc: 0.7065, loss_cls: 2.4465, loss: 2.4465, grad_norm: 5.2463 2020-10-01 05:09:50,695 - mmaction - INFO - Epoch [11][2680/2825] lr: 7.500e-03, eta: 3 days, 0:50:58, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.4487, top5_acc: 0.7013, loss_cls: 2.4780, loss: 2.4780, grad_norm: 5.4203 2020-10-01 05:10:11,646 - mmaction - INFO - Epoch [11][2700/2825] lr: 7.500e-03, eta: 3 days, 0:50:38, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4656, top5_acc: 0.7068, loss_cls: 2.4343, loss: 2.4343, grad_norm: 5.3007 2020-10-01 05:10:32,192 - mmaction - INFO - Epoch [11][2720/2825] lr: 7.500e-03, eta: 3 days, 0:50:15, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4565, top5_acc: 0.7096, loss_cls: 2.4534, loss: 2.4534, grad_norm: 5.2754 2020-10-01 05:10:52,845 - mmaction - INFO - Epoch [11][2740/2825] lr: 7.500e-03, eta: 3 days, 0:49:52, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4617, top5_acc: 0.7073, loss_cls: 2.4170, loss: 2.4170, grad_norm: 5.2784 2020-10-01 05:11:13,884 - mmaction - INFO - Epoch [11][2760/2825] lr: 7.500e-03, eta: 3 days, 0:49:33, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.4129, loss: 2.4129, grad_norm: 5.1694 2020-10-01 05:11:34,141 - mmaction - INFO - Epoch [11][2780/2825] lr: 7.500e-03, eta: 3 days, 0:49:08, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.4750, top5_acc: 0.7216, loss_cls: 2.3419, loss: 2.3419, grad_norm: 5.1603 2020-10-01 05:11:55,719 - mmaction - INFO - Epoch [11][2800/2825] lr: 7.500e-03, eta: 3 days, 0:48:52, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.4609, top5_acc: 0.6990, loss_cls: 2.4444, loss: 2.4444, grad_norm: 5.3103 2020-10-01 05:12:16,045 - mmaction - INFO - Epoch [11][2820/2825] lr: 7.500e-03, eta: 3 days, 0:48:28, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4622, top5_acc: 0.7003, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.4226 2020-10-01 05:12:22,121 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-10-01 05:13:11,061 - mmaction - INFO - Epoch [12][20/2825] lr: 7.500e-03, eta: 3 days, 0:50:56, time: 2.385, data_time: 1.163, memory: 8353, top1_acc: 0.4753, top5_acc: 0.7156, loss_cls: 2.3586, loss: 2.3586, grad_norm: 5.2304 2020-10-01 05:13:32,522 - mmaction - INFO - Epoch [12][40/2825] lr: 7.500e-03, eta: 3 days, 0:50:40, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.4560, top5_acc: 0.7016, loss_cls: 2.4540, loss: 2.4540, grad_norm: 5.2580 2020-10-01 05:13:52,290 - mmaction - INFO - Epoch [12][60/2825] lr: 7.500e-03, eta: 3 days, 0:50:11, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7104, loss_cls: 2.3852, loss: 2.3852, grad_norm: 5.1030 2020-10-01 05:14:14,075 - mmaction - INFO - Epoch [12][80/2825] lr: 7.500e-03, eta: 3 days, 0:49:57, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.4841, top5_acc: 0.7260, loss_cls: 2.3085, loss: 2.3085, grad_norm: 5.0378 2020-10-01 05:14:33,822 - mmaction - INFO - Epoch [12][100/2825] lr: 7.500e-03, eta: 3 days, 0:49:27, time: 0.988, data_time: 0.003, memory: 8353, top1_acc: 0.4482, top5_acc: 0.7003, loss_cls: 2.4598, loss: 2.4598, grad_norm: 5.2900 2020-10-01 05:14:55,113 - mmaction - INFO - Epoch [12][120/2825] lr: 7.500e-03, eta: 3 days, 0:49:10, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4680, top5_acc: 0.7169, loss_cls: 2.3747, loss: 2.3747, grad_norm: 5.2234 2020-10-01 05:15:16,312 - mmaction - INFO - Epoch [12][140/2825] lr: 7.500e-03, eta: 3 days, 0:48:52, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4622, top5_acc: 0.7094, loss_cls: 2.4076, loss: 2.4076, grad_norm: 5.2528 2020-10-01 05:15:35,910 - mmaction - INFO - Epoch [12][160/2825] lr: 7.500e-03, eta: 3 days, 0:48:21, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7023, loss_cls: 2.4009, loss: 2.4009, grad_norm: 5.1976 2020-10-01 05:15:58,478 - mmaction - INFO - Epoch [12][180/2825] lr: 7.500e-03, eta: 3 days, 0:48:13, time: 1.128, data_time: 0.002, memory: 8353, top1_acc: 0.4633, top5_acc: 0.7104, loss_cls: 2.4178, loss: 2.4178, grad_norm: 5.2725 2020-10-01 05:16:19,287 - mmaction - INFO - Epoch [12][200/2825] lr: 7.500e-03, eta: 3 days, 0:47:52, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.4721, top5_acc: 0.7117, loss_cls: 2.3807, loss: 2.3807, grad_norm: 5.1534 2020-10-01 05:16:38,810 - mmaction - INFO - Epoch [12][220/2825] lr: 7.500e-03, eta: 3 days, 0:47:21, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7260, loss_cls: 2.3231, loss: 2.3231, grad_norm: 5.1005 2020-10-01 05:17:00,039 - mmaction - INFO - Epoch [12][240/2825] lr: 7.500e-03, eta: 3 days, 0:47:03, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.4714, top5_acc: 0.7091, loss_cls: 2.4368, loss: 2.4368, grad_norm: 5.2564 2020-10-01 05:17:21,714 - mmaction - INFO - Epoch [12][260/2825] lr: 7.500e-03, eta: 3 days, 0:46:48, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.4672, top5_acc: 0.7083, loss_cls: 2.4113, loss: 2.4113, grad_norm: 5.2369 2020-10-01 05:17:41,510 - mmaction - INFO - Epoch [12][280/2825] lr: 7.500e-03, eta: 3 days, 0:46:19, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.4880, top5_acc: 0.7219, loss_cls: 2.3485, loss: 2.3485, grad_norm: 5.1439 2020-10-01 05:18:02,770 - mmaction - INFO - Epoch [12][300/2825] lr: 7.500e-03, eta: 3 days, 0:46:01, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.4615, top5_acc: 0.7206, loss_cls: 2.3847, loss: 2.3847, grad_norm: 5.1928 2020-10-01 05:18:24,042 - mmaction - INFO - Epoch [12][320/2825] lr: 7.500e-03, eta: 3 days, 0:45:43, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.4732, top5_acc: 0.7117, loss_cls: 2.4129, loss: 2.4129, grad_norm: 5.2896 2020-10-01 05:18:43,647 - mmaction - INFO - Epoch [12][340/2825] lr: 7.500e-03, eta: 3 days, 0:45:13, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.4690, top5_acc: 0.7044, loss_cls: 2.4046, loss: 2.4046, grad_norm: 5.2942 2020-10-01 05:19:04,049 - mmaction - INFO - Epoch [12][360/2825] lr: 7.500e-03, eta: 3 days, 0:44:48, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.3352, loss: 2.3352, grad_norm: 5.1133 2020-10-01 05:19:25,848 - mmaction - INFO - Epoch [12][380/2825] lr: 7.500e-03, eta: 3 days, 0:44:35, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.4087, loss: 2.4087, grad_norm: 5.2527 2020-10-01 05:19:45,925 - mmaction - INFO - Epoch [12][400/2825] lr: 7.500e-03, eta: 3 days, 0:44:07, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.4542, top5_acc: 0.7115, loss_cls: 2.4170, loss: 2.4170, grad_norm: 5.2979 2020-10-01 05:20:06,992 - mmaction - INFO - Epoch [12][420/2825] lr: 7.500e-03, eta: 3 days, 0:43:48, time: 1.055, data_time: 0.003, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7143, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.2382 2020-10-01 05:20:29,418 - mmaction - INFO - Epoch [12][440/2825] lr: 7.500e-03, eta: 3 days, 0:43:40, time: 1.121, data_time: 0.002, memory: 8353, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.3945, loss: 2.3945, grad_norm: 5.2707 2020-10-01 05:20:49,865 - mmaction - INFO - Epoch [12][460/2825] lr: 7.500e-03, eta: 3 days, 0:43:16, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.4690, top5_acc: 0.7036, loss_cls: 2.4203, loss: 2.4203, grad_norm: 5.1842 2020-10-01 05:21:10,869 - mmaction - INFO - Epoch [12][480/2825] lr: 7.500e-03, eta: 3 days, 0:42:56, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7167, loss_cls: 2.3478, loss: 2.3478, grad_norm: 5.0839 2020-10-01 05:21:31,400 - mmaction - INFO - Epoch [12][500/2825] lr: 7.500e-03, eta: 3 days, 0:42:33, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4714, top5_acc: 0.7094, loss_cls: 2.4021, loss: 2.4021, grad_norm: 5.2329 2020-10-01 05:21:51,404 - mmaction - INFO - Epoch [12][520/2825] lr: 7.500e-03, eta: 3 days, 0:42:05, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7161, loss_cls: 2.3703, loss: 2.3703, grad_norm: 5.2063 2020-10-01 05:22:13,136 - mmaction - INFO - Epoch [12][540/2825] lr: 7.500e-03, eta: 3 days, 0:41:51, time: 1.087, data_time: 0.027, memory: 8353, top1_acc: 0.4638, top5_acc: 0.7122, loss_cls: 2.3690, loss: 2.3690, grad_norm: 5.2144 2020-10-01 05:22:34,153 - mmaction - INFO - Epoch [12][560/2825] lr: 7.500e-03, eta: 3 days, 0:41:31, time: 1.052, data_time: 0.443, memory: 8353, top1_acc: 0.4625, top5_acc: 0.6992, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.3204 2020-10-01 05:22:54,011 - mmaction - INFO - Epoch [12][580/2825] lr: 7.500e-03, eta: 3 days, 0:41:02, time: 0.992, data_time: 0.207, memory: 8353, top1_acc: 0.4654, top5_acc: 0.7013, loss_cls: 2.4760, loss: 2.4760, grad_norm: 5.3615 2020-10-01 05:23:14,378 - mmaction - INFO - Epoch [12][600/2825] lr: 7.500e-03, eta: 3 days, 0:40:38, time: 1.019, data_time: 0.091, memory: 8353, top1_acc: 0.4698, top5_acc: 0.7182, loss_cls: 2.3708, loss: 2.3708, grad_norm: 5.2580 2020-10-01 05:23:35,745 - mmaction - INFO - Epoch [12][620/2825] lr: 7.500e-03, eta: 3 days, 0:40:21, time: 1.068, data_time: 0.054, memory: 8353, top1_acc: 0.4737, top5_acc: 0.7159, loss_cls: 2.3628, loss: 2.3628, grad_norm: 5.2231 2020-10-01 05:23:56,153 - mmaction - INFO - Epoch [12][640/2825] lr: 7.500e-03, eta: 3 days, 0:39:56, time: 1.020, data_time: 0.012, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7161, loss_cls: 2.3732, loss: 2.3732, grad_norm: 5.2451 2020-10-01 05:24:17,677 - mmaction - INFO - Epoch [12][660/2825] lr: 7.500e-03, eta: 3 days, 0:39:41, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.4734, top5_acc: 0.7146, loss_cls: 2.3594, loss: 2.3594, grad_norm: 5.1900 2020-10-01 05:24:38,028 - mmaction - INFO - Epoch [12][680/2825] lr: 7.500e-03, eta: 3 days, 0:39:16, time: 1.017, data_time: 0.060, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7182, loss_cls: 2.3529, loss: 2.3529, grad_norm: 5.1844 2020-10-01 05:24:57,906 - mmaction - INFO - Epoch [12][700/2825] lr: 7.500e-03, eta: 3 days, 0:38:47, time: 0.992, data_time: 0.044, memory: 8353, top1_acc: 0.4617, top5_acc: 0.7083, loss_cls: 2.4419, loss: 2.4419, grad_norm: 5.2847 2020-10-01 05:25:19,813 - mmaction - INFO - Epoch [12][720/2825] lr: 7.500e-03, eta: 3 days, 0:38:35, time: 1.097, data_time: 0.004, memory: 8353, top1_acc: 0.4648, top5_acc: 0.7099, loss_cls: 2.3952, loss: 2.3952, grad_norm: 5.2028 2020-10-01 05:25:40,251 - mmaction - INFO - Epoch [12][740/2825] lr: 7.500e-03, eta: 3 days, 0:38:10, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7115, loss_cls: 2.4012, loss: 2.4012, grad_norm: 5.2467 2020-10-01 05:26:00,694 - mmaction - INFO - Epoch [12][760/2825] lr: 7.500e-03, eta: 3 days, 0:37:46, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.4568, top5_acc: 0.7003, loss_cls: 2.4225, loss: 2.4225, grad_norm: 5.2573 2020-10-01 05:26:22,020 - mmaction - INFO - Epoch [12][780/2825] lr: 7.500e-03, eta: 3 days, 0:37:29, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4724, top5_acc: 0.7008, loss_cls: 2.4328, loss: 2.4328, grad_norm: 5.2506 2020-10-01 05:26:41,641 - mmaction - INFO - Epoch [12][800/2825] lr: 7.500e-03, eta: 3 days, 0:36:58, time: 0.979, data_time: 0.001, memory: 8353, top1_acc: 0.4760, top5_acc: 0.7203, loss_cls: 2.3604, loss: 2.3604, grad_norm: 5.2188 2020-10-01 05:27:03,305 - mmaction - INFO - Epoch [12][820/2825] lr: 7.500e-03, eta: 3 days, 0:36:44, time: 1.083, data_time: 0.003, memory: 8353, top1_acc: 0.4609, top5_acc: 0.7042, loss_cls: 2.4203, loss: 2.4203, grad_norm: 5.4026 2020-10-01 05:27:23,033 - mmaction - INFO - Epoch [12][840/2825] lr: 7.500e-03, eta: 3 days, 0:36:14, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.4424, top5_acc: 0.6979, loss_cls: 2.5058, loss: 2.5058, grad_norm: 5.3535 2020-10-01 05:27:44,324 - mmaction - INFO - Epoch [12][860/2825] lr: 7.500e-03, eta: 3 days, 0:35:56, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4740, top5_acc: 0.7125, loss_cls: 2.4169, loss: 2.4169, grad_norm: 5.2273 2020-10-01 05:28:06,222 - mmaction - INFO - Epoch [12][880/2825] lr: 7.500e-03, eta: 3 days, 0:35:44, time: 1.096, data_time: 0.003, memory: 8353, top1_acc: 0.4578, top5_acc: 0.7044, loss_cls: 2.4475, loss: 2.4475, grad_norm: 5.2776 2020-10-01 05:28:26,345 - mmaction - INFO - Epoch [12][900/2825] lr: 7.500e-03, eta: 3 days, 0:35:17, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.4747, top5_acc: 0.7148, loss_cls: 2.3844, loss: 2.3844, grad_norm: 5.2545 2020-10-01 05:28:46,679 - mmaction - INFO - Epoch [12][920/2825] lr: 7.500e-03, eta: 3 days, 0:34:52, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.4706, top5_acc: 0.7128, loss_cls: 2.3971, loss: 2.3971, grad_norm: 5.1798 2020-10-01 05:29:07,768 - mmaction - INFO - Epoch [12][940/2825] lr: 7.500e-03, eta: 3 days, 0:34:33, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4589, top5_acc: 0.7086, loss_cls: 2.4155, loss: 2.4155, grad_norm: 5.3008 2020-10-01 05:29:27,409 - mmaction - INFO - Epoch [12][960/2825] lr: 7.500e-03, eta: 3 days, 0:34:03, time: 0.981, data_time: 0.001, memory: 8353, top1_acc: 0.4695, top5_acc: 0.7117, loss_cls: 2.4168, loss: 2.4168, grad_norm: 5.2468 2020-10-01 05:29:48,498 - mmaction - INFO - Epoch [12][980/2825] lr: 7.500e-03, eta: 3 days, 0:33:44, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4617, top5_acc: 0.7083, loss_cls: 2.4363, loss: 2.4363, grad_norm: 5.2325 2020-10-01 05:30:09,925 - mmaction - INFO - Epoch [12][1000/2825] lr: 7.500e-03, eta: 3 days, 0:33:27, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4589, top5_acc: 0.7008, loss_cls: 2.4324, loss: 2.4324, grad_norm: 5.3885 2020-10-01 05:30:30,104 - mmaction - INFO - Epoch [12][1020/2825] lr: 7.500e-03, eta: 3 days, 0:33:01, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7034, loss_cls: 2.3671, loss: 2.3671, grad_norm: 5.1676 2020-10-01 05:30:51,988 - mmaction - INFO - Epoch [12][1040/2825] lr: 7.500e-03, eta: 3 days, 0:32:48, time: 1.094, data_time: 0.188, memory: 8353, top1_acc: 0.4667, top5_acc: 0.7221, loss_cls: 2.3537, loss: 2.3537, grad_norm: 5.2953 2020-10-01 05:31:11,696 - mmaction - INFO - Epoch [12][1060/2825] lr: 7.500e-03, eta: 3 days, 0:32:18, time: 0.985, data_time: 0.156, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7161, loss_cls: 2.3845, loss: 2.3845, grad_norm: 5.2427 2020-10-01 05:31:32,859 - mmaction - INFO - Epoch [12][1080/2825] lr: 7.500e-03, eta: 3 days, 0:32:00, time: 1.058, data_time: 0.239, memory: 8353, top1_acc: 0.4651, top5_acc: 0.7159, loss_cls: 2.4149, loss: 2.4149, grad_norm: 5.2574 2020-10-01 05:31:54,191 - mmaction - INFO - Epoch [12][1100/2825] lr: 7.500e-03, eta: 3 days, 0:31:42, time: 1.067, data_time: 0.081, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7237, loss_cls: 2.3434, loss: 2.3434, grad_norm: 5.1818 2020-10-01 05:32:13,787 - mmaction - INFO - Epoch [12][1120/2825] lr: 7.500e-03, eta: 3 days, 0:31:12, time: 0.979, data_time: 0.240, memory: 8353, top1_acc: 0.4573, top5_acc: 0.6974, loss_cls: 2.4762, loss: 2.4762, grad_norm: 5.2595 2020-10-01 05:32:34,851 - mmaction - INFO - Epoch [12][1140/2825] lr: 7.500e-03, eta: 3 days, 0:30:52, time: 1.053, data_time: 0.123, memory: 8353, top1_acc: 0.4630, top5_acc: 0.7125, loss_cls: 2.4117, loss: 2.4117, grad_norm: 5.3395 2020-10-01 05:32:54,764 - mmaction - INFO - Epoch [12][1160/2825] lr: 7.500e-03, eta: 3 days, 0:30:24, time: 0.997, data_time: 0.206, memory: 8353, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.3092, loss: 2.3092, grad_norm: 5.1576 2020-10-01 05:33:15,259 - mmaction - INFO - Epoch [12][1180/2825] lr: 7.500e-03, eta: 3 days, 0:30:01, time: 1.025, data_time: 0.407, memory: 8353, top1_acc: 0.4841, top5_acc: 0.7128, loss_cls: 2.3662, loss: 2.3662, grad_norm: 5.1747 2020-10-01 05:33:37,220 - mmaction - INFO - Epoch [12][1200/2825] lr: 7.500e-03, eta: 3 days, 0:29:48, time: 1.096, data_time: 0.480, memory: 8353, top1_acc: 0.4773, top5_acc: 0.7120, loss_cls: 2.3760, loss: 2.3760, grad_norm: 5.2953 2020-10-01 05:33:56,528 - mmaction - INFO - Epoch [12][1220/2825] lr: 7.500e-03, eta: 3 days, 0:29:15, time: 0.966, data_time: 0.350, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7073, loss_cls: 2.4186, loss: 2.4186, grad_norm: 5.2502 2020-10-01 05:34:17,499 - mmaction - INFO - Epoch [12][1240/2825] lr: 7.500e-03, eta: 3 days, 0:28:55, time: 1.049, data_time: 0.353, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7107, loss_cls: 2.3864, loss: 2.3864, grad_norm: 5.2579 2020-10-01 05:34:39,067 - mmaction - INFO - Epoch [12][1260/2825] lr: 7.500e-03, eta: 3 days, 0:28:40, time: 1.078, data_time: 0.005, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7060, loss_cls: 2.3857, loss: 2.3857, grad_norm: 5.2502 2020-10-01 05:35:00,568 - mmaction - INFO - Epoch [12][1280/2825] lr: 7.500e-03, eta: 3 days, 0:28:24, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.4734, top5_acc: 0.7201, loss_cls: 2.3541, loss: 2.3541, grad_norm: 5.2009 2020-10-01 05:35:20,871 - mmaction - INFO - Epoch [12][1300/2825] lr: 7.500e-03, eta: 3 days, 0:27:59, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.4661, top5_acc: 0.7081, loss_cls: 2.3856, loss: 2.3856, grad_norm: 5.2350 2020-10-01 05:35:41,760 - mmaction - INFO - Epoch [12][1320/2825] lr: 7.500e-03, eta: 3 days, 0:27:38, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4607, top5_acc: 0.7062, loss_cls: 2.4378, loss: 2.4378, grad_norm: 5.2915 2020-10-01 05:36:02,856 - mmaction - INFO - Epoch [12][1340/2825] lr: 7.500e-03, eta: 3 days, 0:27:19, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4763, top5_acc: 0.7112, loss_cls: 2.3885, loss: 2.3885, grad_norm: 5.2561 2020-10-01 05:36:22,178 - mmaction - INFO - Epoch [12][1360/2825] lr: 7.500e-03, eta: 3 days, 0:26:47, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.4750, top5_acc: 0.7065, loss_cls: 2.4018, loss: 2.4018, grad_norm: 5.1983 2020-10-01 05:36:43,976 - mmaction - INFO - Epoch [12][1380/2825] lr: 7.500e-03, eta: 3 days, 0:26:33, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7052, loss_cls: 2.4038, loss: 2.4038, grad_norm: 5.1765 2020-10-01 05:37:05,420 - mmaction - INFO - Epoch [12][1400/2825] lr: 7.500e-03, eta: 3 days, 0:26:17, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.4000, loss: 2.4000, grad_norm: 5.2536 2020-10-01 05:37:25,837 - mmaction - INFO - Epoch [12][1420/2825] lr: 7.500e-03, eta: 3 days, 0:25:52, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.4599, top5_acc: 0.7099, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.3529 2020-10-01 05:37:46,071 - mmaction - INFO - Epoch [12][1440/2825] lr: 7.500e-03, eta: 3 days, 0:25:26, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.4630, top5_acc: 0.7039, loss_cls: 2.4331, loss: 2.4331, grad_norm: 5.2276 2020-10-01 05:38:06,543 - mmaction - INFO - Epoch [12][1460/2825] lr: 7.500e-03, eta: 3 days, 0:25:03, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7128, loss_cls: 2.4120, loss: 2.4120, grad_norm: 5.2262 2020-10-01 05:38:26,976 - mmaction - INFO - Epoch [12][1480/2825] lr: 7.500e-03, eta: 3 days, 0:24:39, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3910, loss: 2.3910, grad_norm: 5.2035 2020-10-01 05:38:47,311 - mmaction - INFO - Epoch [12][1500/2825] lr: 7.500e-03, eta: 3 days, 0:24:14, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.4633, top5_acc: 0.7057, loss_cls: 2.4248, loss: 2.4248, grad_norm: 5.2204 2020-10-01 05:39:08,166 - mmaction - INFO - Epoch [12][1520/2825] lr: 7.500e-03, eta: 3 days, 0:23:53, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4740, top5_acc: 0.7138, loss_cls: 2.3727, loss: 2.3727, grad_norm: 5.1672 2020-10-01 05:39:28,817 - mmaction - INFO - Epoch [12][1540/2825] lr: 7.500e-03, eta: 3 days, 0:23:30, time: 1.032, data_time: 0.009, memory: 8353, top1_acc: 0.4773, top5_acc: 0.7174, loss_cls: 2.3789, loss: 2.3789, grad_norm: 5.2293 2020-10-01 05:39:50,638 - mmaction - INFO - Epoch [12][1560/2825] lr: 7.500e-03, eta: 3 days, 0:23:17, time: 1.092, data_time: 0.003, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7232, loss_cls: 2.3772, loss: 2.3772, grad_norm: 5.1484 2020-10-01 05:40:11,007 - mmaction - INFO - Epoch [12][1580/2825] lr: 7.500e-03, eta: 3 days, 0:22:52, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4581, top5_acc: 0.7141, loss_cls: 2.4222, loss: 2.4222, grad_norm: 5.2259 2020-10-01 05:40:30,543 - mmaction - INFO - Epoch [12][1600/2825] lr: 7.500e-03, eta: 3 days, 0:22:21, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.3086, loss: 2.3086, grad_norm: 5.1717 2020-10-01 05:40:51,922 - mmaction - INFO - Epoch [12][1620/2825] lr: 7.500e-03, eta: 3 days, 0:22:04, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.4724, top5_acc: 0.7180, loss_cls: 2.3855, loss: 2.3855, grad_norm: 5.2726 2020-10-01 05:41:12,941 - mmaction - INFO - Epoch [12][1640/2825] lr: 7.500e-03, eta: 3 days, 0:21:45, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.4794, top5_acc: 0.7047, loss_cls: 2.3845, loss: 2.3845, grad_norm: 5.1365 2020-10-01 05:41:32,613 - mmaction - INFO - Epoch [12][1660/2825] lr: 7.500e-03, eta: 3 days, 0:21:15, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.4609, top5_acc: 0.6995, loss_cls: 2.4291, loss: 2.4291, grad_norm: 5.1425 2020-10-01 05:41:53,554 - mmaction - INFO - Epoch [12][1680/2825] lr: 7.500e-03, eta: 3 days, 0:20:55, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3997, loss: 2.3997, grad_norm: 5.2209 2020-10-01 05:42:16,203 - mmaction - INFO - Epoch [12][1700/2825] lr: 7.500e-03, eta: 3 days, 0:20:47, time: 1.131, data_time: 0.002, memory: 8353, top1_acc: 0.4698, top5_acc: 0.7138, loss_cls: 2.3697, loss: 2.3697, grad_norm: 5.2183 2020-10-01 05:42:35,279 - mmaction - INFO - Epoch [12][1720/2825] lr: 7.500e-03, eta: 3 days, 0:20:13, time: 0.954, data_time: 0.003, memory: 8353, top1_acc: 0.4596, top5_acc: 0.7013, loss_cls: 2.4562, loss: 2.4562, grad_norm: 5.3165 2020-10-01 05:42:55,587 - mmaction - INFO - Epoch [12][1740/2825] lr: 7.500e-03, eta: 3 days, 0:19:48, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4677, top5_acc: 0.7208, loss_cls: 2.4022, loss: 2.4022, grad_norm: 5.2830 2020-10-01 05:43:16,720 - mmaction - INFO - Epoch [12][1760/2825] lr: 7.500e-03, eta: 3 days, 0:19:29, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7128, loss_cls: 2.4172, loss: 2.4172, grad_norm: 5.2482 2020-10-01 05:43:36,795 - mmaction - INFO - Epoch [12][1780/2825] lr: 7.500e-03, eta: 3 days, 0:19:02, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.4771, top5_acc: 0.7164, loss_cls: 2.3501, loss: 2.3501, grad_norm: 5.2464 2020-10-01 05:43:58,077 - mmaction - INFO - Epoch [12][1800/2825] lr: 7.500e-03, eta: 3 days, 0:18:45, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7167, loss_cls: 2.3886, loss: 2.3886, grad_norm: 5.2210 2020-10-01 05:44:19,340 - mmaction - INFO - Epoch [12][1820/2825] lr: 7.500e-03, eta: 3 days, 0:18:27, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.4680, top5_acc: 0.7042, loss_cls: 2.4072, loss: 2.4072, grad_norm: 5.1463 2020-10-01 05:44:39,048 - mmaction - INFO - Epoch [12][1840/2825] lr: 7.500e-03, eta: 3 days, 0:17:58, time: 0.986, data_time: 0.004, memory: 8353, top1_acc: 0.4685, top5_acc: 0.7169, loss_cls: 2.3729, loss: 2.3729, grad_norm: 5.2193 2020-10-01 05:45:00,101 - mmaction - INFO - Epoch [12][1860/2825] lr: 7.500e-03, eta: 3 days, 0:17:38, time: 1.052, data_time: 0.061, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7206, loss_cls: 2.3736, loss: 2.3736, grad_norm: 5.1946 2020-10-01 05:45:21,146 - mmaction - INFO - Epoch [12][1880/2825] lr: 7.500e-03, eta: 3 days, 0:17:19, time: 1.053, data_time: 0.165, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7206, loss_cls: 2.3562, loss: 2.3562, grad_norm: 5.2132 2020-10-01 05:45:42,169 - mmaction - INFO - Epoch [12][1900/2825] lr: 7.500e-03, eta: 3 days, 0:16:59, time: 1.051, data_time: 0.052, memory: 8353, top1_acc: 0.4721, top5_acc: 0.7099, loss_cls: 2.4187, loss: 2.4187, grad_norm: 5.2120 2020-10-01 05:46:03,285 - mmaction - INFO - Epoch [12][1920/2825] lr: 7.500e-03, eta: 3 days, 0:16:40, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4594, top5_acc: 0.7068, loss_cls: 2.4243, loss: 2.4243, grad_norm: 5.3535 2020-10-01 05:46:23,833 - mmaction - INFO - Epoch [12][1940/2825] lr: 7.500e-03, eta: 3 days, 0:16:17, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.4555, top5_acc: 0.7003, loss_cls: 2.4334, loss: 2.4334, grad_norm: 5.3481 2020-10-01 05:46:42,964 - mmaction - INFO - Epoch [12][1960/2825] lr: 7.500e-03, eta: 3 days, 0:15:43, time: 0.956, data_time: 0.001, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7068, loss_cls: 2.4221, loss: 2.4221, grad_norm: 5.3316 2020-10-01 05:47:04,077 - mmaction - INFO - Epoch [12][1980/2825] lr: 7.500e-03, eta: 3 days, 0:15:24, time: 1.056, data_time: 0.024, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7135, loss_cls: 2.4139, loss: 2.4139, grad_norm: 5.2841 2020-10-01 05:47:25,764 - mmaction - INFO - Epoch [12][2000/2825] lr: 7.500e-03, eta: 3 days, 0:15:09, time: 1.083, data_time: 0.141, memory: 8353, top1_acc: 0.4844, top5_acc: 0.7174, loss_cls: 2.3314, loss: 2.3314, grad_norm: 5.2098 2020-10-01 05:47:46,018 - mmaction - INFO - Epoch [12][2020/2825] lr: 7.500e-03, eta: 3 days, 0:14:44, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7167, loss_cls: 2.3569, loss: 2.3569, grad_norm: 5.2092 2020-10-01 05:48:06,260 - mmaction - INFO - Epoch [12][2040/2825] lr: 7.500e-03, eta: 3 days, 0:14:19, time: 1.012, data_time: 0.014, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7099, loss_cls: 2.3790, loss: 2.3790, grad_norm: 5.2826 2020-10-01 05:48:27,430 - mmaction - INFO - Epoch [12][2060/2825] lr: 7.500e-03, eta: 3 days, 0:14:00, time: 1.059, data_time: 0.101, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7122, loss_cls: 2.3906, loss: 2.3906, grad_norm: 5.2321 2020-10-01 05:48:48,588 - mmaction - INFO - Epoch [12][2080/2825] lr: 7.500e-03, eta: 3 days, 0:13:42, time: 1.058, data_time: 0.272, memory: 8353, top1_acc: 0.4490, top5_acc: 0.7068, loss_cls: 2.4490, loss: 2.4490, grad_norm: 5.2816 2020-10-01 05:49:09,547 - mmaction - INFO - Epoch [12][2100/2825] lr: 7.500e-03, eta: 3 days, 0:13:21, time: 1.048, data_time: 0.029, memory: 8353, top1_acc: 0.4763, top5_acc: 0.7180, loss_cls: 2.3588, loss: 2.3588, grad_norm: 5.0680 2020-10-01 05:49:30,295 - mmaction - INFO - Epoch [12][2120/2825] lr: 7.500e-03, eta: 3 days, 0:13:00, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4602, top5_acc: 0.7083, loss_cls: 2.4060, loss: 2.4060, grad_norm: 5.2427 2020-10-01 05:49:51,294 - mmaction - INFO - Epoch [12][2140/2825] lr: 7.500e-03, eta: 3 days, 0:12:40, time: 1.049, data_time: 0.405, memory: 8353, top1_acc: 0.4612, top5_acc: 0.7151, loss_cls: 2.4117, loss: 2.4117, grad_norm: 5.2602 2020-10-01 05:50:11,254 - mmaction - INFO - Epoch [12][2160/2825] lr: 7.500e-03, eta: 3 days, 0:12:12, time: 0.998, data_time: 0.229, memory: 8353, top1_acc: 0.4672, top5_acc: 0.7135, loss_cls: 2.3979, loss: 2.3979, grad_norm: 5.2984 2020-10-01 05:50:32,533 - mmaction - INFO - Epoch [12][2180/2825] lr: 7.500e-03, eta: 3 days, 0:11:55, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4648, top5_acc: 0.7044, loss_cls: 2.4092, loss: 2.4092, grad_norm: 5.1811 2020-10-01 05:50:53,624 - mmaction - INFO - Epoch [12][2200/2825] lr: 7.500e-03, eta: 3 days, 0:11:36, time: 1.054, data_time: 0.375, memory: 8353, top1_acc: 0.4685, top5_acc: 0.7234, loss_cls: 2.3578, loss: 2.3578, grad_norm: 5.1626 2020-10-01 05:51:13,652 - mmaction - INFO - Epoch [12][2220/2825] lr: 7.500e-03, eta: 3 days, 0:11:09, time: 1.001, data_time: 0.348, memory: 8353, top1_acc: 0.4602, top5_acc: 0.7034, loss_cls: 2.4335, loss: 2.4335, grad_norm: 5.2389 2020-10-01 05:51:34,903 - mmaction - INFO - Epoch [12][2240/2825] lr: 7.500e-03, eta: 3 days, 0:10:51, time: 1.063, data_time: 0.109, memory: 8353, top1_acc: 0.4549, top5_acc: 0.6953, loss_cls: 2.4816, loss: 2.4816, grad_norm: 5.2754 2020-10-01 05:51:55,392 - mmaction - INFO - Epoch [12][2260/2825] lr: 7.500e-03, eta: 3 days, 0:10:27, time: 1.024, data_time: 0.023, memory: 8353, top1_acc: 0.4424, top5_acc: 0.6958, loss_cls: 2.5025, loss: 2.5025, grad_norm: 5.4906 2020-10-01 05:52:16,648 - mmaction - INFO - Epoch [12][2280/2825] lr: 7.500e-03, eta: 3 days, 0:10:09, time: 1.063, data_time: 0.048, memory: 8353, top1_acc: 0.4742, top5_acc: 0.7138, loss_cls: 2.4147, loss: 2.4147, grad_norm: 5.2383 2020-10-01 05:52:36,746 - mmaction - INFO - Epoch [12][2300/2825] lr: 7.500e-03, eta: 3 days, 0:09:43, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7177, loss_cls: 2.3660, loss: 2.3660, grad_norm: 5.2766 2020-10-01 05:52:57,696 - mmaction - INFO - Epoch [12][2320/2825] lr: 7.500e-03, eta: 3 days, 0:09:22, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7081, loss_cls: 2.3934, loss: 2.3934, grad_norm: 5.2563 2020-10-01 05:53:18,662 - mmaction - INFO - Epoch [12][2340/2825] lr: 7.500e-03, eta: 3 days, 0:09:03, time: 1.050, data_time: 0.004, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7010, loss_cls: 2.4206, loss: 2.4206, grad_norm: 5.2773 2020-10-01 05:53:39,699 - mmaction - INFO - Epoch [12][2360/2825] lr: 7.500e-03, eta: 3 days, 0:08:43, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4651, top5_acc: 0.7117, loss_cls: 2.4014, loss: 2.4014, grad_norm: 5.3112 2020-10-01 05:53:59,988 - mmaction - INFO - Epoch [12][2380/2825] lr: 7.500e-03, eta: 3 days, 0:08:18, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.2130 2020-10-01 05:54:19,771 - mmaction - INFO - Epoch [12][2400/2825] lr: 7.500e-03, eta: 3 days, 0:07:49, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4797, top5_acc: 0.7174, loss_cls: 2.3452, loss: 2.3452, grad_norm: 5.1819 2020-10-01 05:54:41,044 - mmaction - INFO - Epoch [12][2420/2825] lr: 7.500e-03, eta: 3 days, 0:07:31, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.4557, top5_acc: 0.6956, loss_cls: 2.4489, loss: 2.4489, grad_norm: 5.2542 2020-10-01 05:55:01,756 - mmaction - INFO - Epoch [12][2440/2825] lr: 7.500e-03, eta: 3 days, 0:07:10, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4594, top5_acc: 0.7109, loss_cls: 2.4341, loss: 2.4341, grad_norm: 5.3622 2020-10-01 05:55:22,422 - mmaction - INFO - Epoch [12][2460/2825] lr: 7.500e-03, eta: 3 days, 0:06:47, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.4685, top5_acc: 0.7091, loss_cls: 2.3735, loss: 2.3735, grad_norm: 5.2351 2020-10-01 05:55:43,259 - mmaction - INFO - Epoch [12][2480/2825] lr: 7.500e-03, eta: 3 days, 0:06:26, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.4643, top5_acc: 0.6992, loss_cls: 2.4469, loss: 2.4469, grad_norm: 5.1986 2020-10-01 05:56:05,158 - mmaction - INFO - Epoch [12][2500/2825] lr: 7.500e-03, eta: 3 days, 0:06:13, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.4664, top5_acc: 0.7052, loss_cls: 2.3996, loss: 2.3996, grad_norm: 5.1780 2020-10-01 05:56:26,044 - mmaction - INFO - Epoch [12][2520/2825] lr: 7.500e-03, eta: 3 days, 0:05:52, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.4667, top5_acc: 0.7109, loss_cls: 2.3944, loss: 2.3944, grad_norm: 5.1878 2020-10-01 05:56:44,903 - mmaction - INFO - Epoch [12][2540/2825] lr: 7.500e-03, eta: 3 days, 0:05:17, time: 0.943, data_time: 0.008, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3756, loss: 2.3756, grad_norm: 5.2140 2020-10-01 05:57:05,780 - mmaction - INFO - Epoch [12][2560/2825] lr: 7.500e-03, eta: 3 days, 0:04:56, time: 1.044, data_time: 0.256, memory: 8353, top1_acc: 0.4544, top5_acc: 0.7076, loss_cls: 2.4291, loss: 2.4291, grad_norm: 5.3583 2020-10-01 05:57:26,434 - mmaction - INFO - Epoch [12][2580/2825] lr: 7.500e-03, eta: 3 days, 0:04:34, time: 1.032, data_time: 0.368, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7135, loss_cls: 2.3835, loss: 2.3835, grad_norm: 5.2500 2020-10-01 05:57:46,384 - mmaction - INFO - Epoch [12][2600/2825] lr: 7.500e-03, eta: 3 days, 0:04:06, time: 0.998, data_time: 0.016, memory: 8353, top1_acc: 0.4745, top5_acc: 0.7154, loss_cls: 2.3483, loss: 2.3483, grad_norm: 5.2166 2020-10-01 05:58:07,632 - mmaction - INFO - Epoch [12][2620/2825] lr: 7.500e-03, eta: 3 days, 0:03:48, time: 1.063, data_time: 0.004, memory: 8353, top1_acc: 0.4589, top5_acc: 0.7138, loss_cls: 2.4059, loss: 2.4059, grad_norm: 5.2617 2020-10-01 05:58:28,263 - mmaction - INFO - Epoch [12][2640/2825] lr: 7.500e-03, eta: 3 days, 0:03:26, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4737, top5_acc: 0.7185, loss_cls: 2.3539, loss: 2.3539, grad_norm: 5.2240 2020-10-01 05:58:48,918 - mmaction - INFO - Epoch [12][2660/2825] lr: 7.500e-03, eta: 3 days, 0:03:04, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.4257, loss: 2.4257, grad_norm: 5.3819 2020-10-01 05:59:11,576 - mmaction - INFO - Epoch [12][2680/2825] lr: 7.500e-03, eta: 3 days, 0:02:56, time: 1.131, data_time: 0.001, memory: 8353, top1_acc: 0.4727, top5_acc: 0.7081, loss_cls: 2.3995, loss: 2.3995, grad_norm: 5.2621 2020-10-01 05:59:30,964 - mmaction - INFO - Epoch [12][2700/2825] lr: 7.500e-03, eta: 3 days, 0:02:24, time: 0.969, data_time: 0.003, memory: 8353, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.4202, loss: 2.4202, grad_norm: 5.3318 2020-10-01 05:59:52,267 - mmaction - INFO - Epoch [12][2720/2825] lr: 7.500e-03, eta: 3 days, 0:02:07, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.4573, top5_acc: 0.7021, loss_cls: 2.4634, loss: 2.4634, grad_norm: 5.3574 2020-10-01 06:00:14,180 - mmaction - INFO - Epoch [12][2740/2825] lr: 7.500e-03, eta: 3 days, 0:01:54, time: 1.096, data_time: 0.003, memory: 8353, top1_acc: 0.4750, top5_acc: 0.7076, loss_cls: 2.3652, loss: 2.3652, grad_norm: 5.2170 2020-10-01 06:00:34,006 - mmaction - INFO - Epoch [12][2760/2825] lr: 7.500e-03, eta: 3 days, 0:01:25, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4552, top5_acc: 0.7036, loss_cls: 2.4389, loss: 2.4389, grad_norm: 5.2592 2020-10-01 06:00:54,937 - mmaction - INFO - Epoch [12][2780/2825] lr: 7.500e-03, eta: 3 days, 0:01:05, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7102, loss_cls: 2.3929, loss: 2.3929, grad_norm: 5.2626 2020-10-01 06:01:17,051 - mmaction - INFO - Epoch [12][2800/2825] lr: 7.500e-03, eta: 3 days, 0:00:53, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.4740, top5_acc: 0.7187, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.1662 2020-10-01 06:01:37,853 - mmaction - INFO - Epoch [12][2820/2825] lr: 7.500e-03, eta: 3 days, 0:00:32, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.4656, top5_acc: 0.7076, loss_cls: 2.4101, loss: 2.4101, grad_norm: 5.2717 2020-10-01 06:01:43,267 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-10-01 06:02:30,950 - mmaction - INFO - Epoch [13][20/2825] lr: 7.500e-03, eta: 3 days, 0:02:42, time: 2.369, data_time: 1.222, memory: 8353, top1_acc: 0.4609, top5_acc: 0.7026, loss_cls: 2.4449, loss: 2.4449, grad_norm: 5.3115 2020-10-01 06:02:52,223 - mmaction - INFO - Epoch [13][40/2825] lr: 7.500e-03, eta: 3 days, 0:02:24, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7198, loss_cls: 2.3218, loss: 2.3218, grad_norm: 5.1401 2020-10-01 06:03:12,936 - mmaction - INFO - Epoch [13][60/2825] lr: 7.500e-03, eta: 3 days, 0:02:02, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.3121, loss: 2.3121, grad_norm: 5.1866 2020-10-01 06:03:33,439 - mmaction - INFO - Epoch [13][80/2825] lr: 7.500e-03, eta: 3 days, 0:01:39, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.3313, loss: 2.3313, grad_norm: 5.1871 2020-10-01 06:03:53,539 - mmaction - INFO - Epoch [13][100/2825] lr: 7.500e-03, eta: 3 days, 0:01:12, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7188, loss_cls: 2.3107, loss: 2.3107, grad_norm: 5.1615 2020-10-01 06:04:13,063 - mmaction - INFO - Epoch [13][120/2825] lr: 7.500e-03, eta: 3 days, 0:00:42, time: 0.976, data_time: 0.039, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7310, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.1961 2020-10-01 06:04:35,361 - mmaction - INFO - Epoch [13][140/2825] lr: 7.500e-03, eta: 3 days, 0:00:31, time: 1.115, data_time: 0.002, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7133, loss_cls: 2.3829, loss: 2.3829, grad_norm: 5.3688 2020-10-01 06:04:56,368 - mmaction - INFO - Epoch [13][160/2825] lr: 7.500e-03, eta: 3 days, 0:00:11, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7141, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.0787 2020-10-01 06:05:16,207 - mmaction - INFO - Epoch [13][180/2825] lr: 7.500e-03, eta: 2 days, 23:59:43, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.4654, top5_acc: 0.7102, loss_cls: 2.3767, loss: 2.3767, grad_norm: 5.1869 2020-10-01 06:05:36,825 - mmaction - INFO - Epoch [13][200/2825] lr: 7.500e-03, eta: 2 days, 23:59:20, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.4648, top5_acc: 0.6984, loss_cls: 2.4249, loss: 2.4249, grad_norm: 5.3460 2020-10-01 06:05:57,510 - mmaction - INFO - Epoch [13][220/2825] lr: 7.500e-03, eta: 2 days, 23:58:58, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7258, loss_cls: 2.2975, loss: 2.2975, grad_norm: 5.1412 2020-10-01 06:06:17,704 - mmaction - INFO - Epoch [13][240/2825] lr: 7.500e-03, eta: 2 days, 23:58:32, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7174, loss_cls: 2.3580, loss: 2.3580, grad_norm: 5.2507 2020-10-01 06:06:38,057 - mmaction - INFO - Epoch [13][260/2825] lr: 7.500e-03, eta: 2 days, 23:58:08, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4703, top5_acc: 0.7154, loss_cls: 2.3869, loss: 2.3869, grad_norm: 5.2906 2020-10-01 06:06:59,091 - mmaction - INFO - Epoch [13][280/2825] lr: 7.500e-03, eta: 2 days, 23:57:48, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7151, loss_cls: 2.3445, loss: 2.3445, grad_norm: 5.2349 2020-10-01 06:07:20,154 - mmaction - INFO - Epoch [13][300/2825] lr: 7.500e-03, eta: 2 days, 23:57:29, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7203, loss_cls: 2.3179, loss: 2.3179, grad_norm: 5.1823 2020-10-01 06:07:39,842 - mmaction - INFO - Epoch [13][320/2825] lr: 7.500e-03, eta: 2 days, 23:56:59, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.4773, top5_acc: 0.7276, loss_cls: 2.3442, loss: 2.3442, grad_norm: 5.2016 2020-10-01 06:08:00,750 - mmaction - INFO - Epoch [13][340/2825] lr: 7.500e-03, eta: 2 days, 23:56:39, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7102, loss_cls: 2.4124, loss: 2.4124, grad_norm: 5.2501 2020-10-01 06:08:21,619 - mmaction - INFO - Epoch [13][360/2825] lr: 7.500e-03, eta: 2 days, 23:56:18, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7201, loss_cls: 2.4168, loss: 2.4168, grad_norm: 5.2754 2020-10-01 06:08:42,449 - mmaction - INFO - Epoch [13][380/2825] lr: 7.500e-03, eta: 2 days, 23:55:57, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7214, loss_cls: 2.3116, loss: 2.3116, grad_norm: 5.0874 2020-10-01 06:09:03,259 - mmaction - INFO - Epoch [13][400/2825] lr: 7.500e-03, eta: 2 days, 23:55:36, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4836, top5_acc: 0.7253, loss_cls: 2.3375, loss: 2.3375, grad_norm: 5.2205 2020-10-01 06:09:24,458 - mmaction - INFO - Epoch [13][420/2825] lr: 7.500e-03, eta: 2 days, 23:55:17, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4661, top5_acc: 0.7107, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.2928 2020-10-01 06:09:46,943 - mmaction - INFO - Epoch [13][440/2825] lr: 7.500e-03, eta: 2 days, 23:55:08, time: 1.123, data_time: 0.001, memory: 8353, top1_acc: 0.4799, top5_acc: 0.7182, loss_cls: 2.3600, loss: 2.3600, grad_norm: 5.2560 2020-10-01 06:10:08,443 - mmaction - INFO - Epoch [13][460/2825] lr: 7.500e-03, eta: 2 days, 23:54:52, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7172, loss_cls: 2.3665, loss: 2.3665, grad_norm: 5.3043 2020-10-01 06:10:27,682 - mmaction - INFO - Epoch [13][480/2825] lr: 7.500e-03, eta: 2 days, 23:54:19, time: 0.961, data_time: 0.001, memory: 8353, top1_acc: 0.4714, top5_acc: 0.7268, loss_cls: 2.3539, loss: 2.3539, grad_norm: 5.2582 2020-10-01 06:10:48,416 - mmaction - INFO - Epoch [13][500/2825] lr: 7.500e-03, eta: 2 days, 23:53:57, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4599, top5_acc: 0.7042, loss_cls: 2.4114, loss: 2.4114, grad_norm: 5.3201 2020-10-01 06:11:09,472 - mmaction - INFO - Epoch [13][520/2825] lr: 7.500e-03, eta: 2 days, 23:53:38, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4799, top5_acc: 0.7167, loss_cls: 2.3182, loss: 2.3182, grad_norm: 5.1914 2020-10-01 06:11:32,097 - mmaction - INFO - Epoch [13][540/2825] lr: 7.500e-03, eta: 2 days, 23:53:30, time: 1.131, data_time: 0.002, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7315, loss_cls: 2.3026, loss: 2.3026, grad_norm: 5.2250 2020-10-01 06:11:52,442 - mmaction - INFO - Epoch [13][560/2825] lr: 7.500e-03, eta: 2 days, 23:53:05, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4784, top5_acc: 0.7227, loss_cls: 2.3507, loss: 2.3507, grad_norm: 5.1988 2020-10-01 06:12:13,527 - mmaction - INFO - Epoch [13][580/2825] lr: 7.500e-03, eta: 2 days, 23:52:46, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7284, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.2079 2020-10-01 06:12:34,771 - mmaction - INFO - Epoch [13][600/2825] lr: 7.500e-03, eta: 2 days, 23:52:28, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.4737, top5_acc: 0.7211, loss_cls: 2.3444, loss: 2.3444, grad_norm: 5.2766 2020-10-01 06:12:54,379 - mmaction - INFO - Epoch [13][620/2825] lr: 7.500e-03, eta: 2 days, 23:51:58, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7122, loss_cls: 2.3932, loss: 2.3932, grad_norm: 5.2292 2020-10-01 06:13:15,583 - mmaction - INFO - Epoch [13][640/2825] lr: 7.500e-03, eta: 2 days, 23:51:39, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7089, loss_cls: 2.4157, loss: 2.4157, grad_norm: 5.2793 2020-10-01 06:13:36,532 - mmaction - INFO - Epoch [13][660/2825] lr: 7.500e-03, eta: 2 days, 23:51:19, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.4714, top5_acc: 0.7026, loss_cls: 2.3803, loss: 2.3803, grad_norm: 5.1952 2020-10-01 06:13:57,143 - mmaction - INFO - Epoch [13][680/2825] lr: 7.500e-03, eta: 2 days, 23:50:56, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7245, loss_cls: 2.3325, loss: 2.3325, grad_norm: 5.2214 2020-10-01 06:14:18,589 - mmaction - INFO - Epoch [13][700/2825] lr: 7.500e-03, eta: 2 days, 23:50:39, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.4628, top5_acc: 0.7117, loss_cls: 2.3928, loss: 2.3928, grad_norm: 5.2447 2020-10-01 06:14:40,262 - mmaction - INFO - Epoch [13][720/2825] lr: 7.500e-03, eta: 2 days, 23:50:24, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.4016, loss: 2.4016, grad_norm: 5.2876 2020-10-01 06:14:59,422 - mmaction - INFO - Epoch [13][740/2825] lr: 7.500e-03, eta: 2 days, 23:49:51, time: 0.957, data_time: 0.001, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7031, loss_cls: 2.3825, loss: 2.3825, grad_norm: 5.2054 2020-10-01 06:15:21,925 - mmaction - INFO - Epoch [13][760/2825] lr: 7.500e-03, eta: 2 days, 23:49:42, time: 1.126, data_time: 0.002, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7078, loss_cls: 2.3968, loss: 2.3968, grad_norm: 5.2593 2020-10-01 06:15:43,016 - mmaction - INFO - Epoch [13][780/2825] lr: 7.500e-03, eta: 2 days, 23:49:23, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.4602, top5_acc: 0.7078, loss_cls: 2.4082, loss: 2.4082, grad_norm: 5.3444 2020-10-01 06:16:02,866 - mmaction - INFO - Epoch [13][800/2825] lr: 7.500e-03, eta: 2 days, 23:48:55, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4677, top5_acc: 0.7164, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.2372 2020-10-01 06:16:23,833 - mmaction - INFO - Epoch [13][820/2825] lr: 7.500e-03, eta: 2 days, 23:48:35, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4672, top5_acc: 0.7122, loss_cls: 2.4040, loss: 2.4040, grad_norm: 5.2293 2020-10-01 06:16:44,952 - mmaction - INFO - Epoch [13][840/2825] lr: 7.500e-03, eta: 2 days, 23:48:15, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7206, loss_cls: 2.3783, loss: 2.3783, grad_norm: 5.2447 2020-10-01 06:17:04,714 - mmaction - INFO - Epoch [13][860/2825] lr: 7.500e-03, eta: 2 days, 23:47:47, time: 0.988, data_time: 0.030, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7206, loss_cls: 2.3251, loss: 2.3251, grad_norm: 5.2499 2020-10-01 06:17:26,233 - mmaction - INFO - Epoch [13][880/2825] lr: 7.500e-03, eta: 2 days, 23:47:31, time: 1.076, data_time: 0.167, memory: 8353, top1_acc: 0.4771, top5_acc: 0.7161, loss_cls: 2.3691, loss: 2.3691, grad_norm: 5.2901 2020-10-01 06:17:47,785 - mmaction - INFO - Epoch [13][900/2825] lr: 7.500e-03, eta: 2 days, 23:47:15, time: 1.078, data_time: 0.445, memory: 8353, top1_acc: 0.4672, top5_acc: 0.7146, loss_cls: 2.3947, loss: 2.3947, grad_norm: 5.3056 2020-10-01 06:18:07,154 - mmaction - INFO - Epoch [13][920/2825] lr: 7.500e-03, eta: 2 days, 23:46:43, time: 0.968, data_time: 0.219, memory: 8353, top1_acc: 0.4633, top5_acc: 0.7141, loss_cls: 2.4063, loss: 2.4063, grad_norm: 5.3111 2020-10-01 06:18:27,431 - mmaction - INFO - Epoch [13][940/2825] lr: 7.500e-03, eta: 2 days, 23:46:18, time: 1.015, data_time: 0.259, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7164, loss_cls: 2.3287, loss: 2.3287, grad_norm: 5.1785 2020-10-01 06:18:48,406 - mmaction - INFO - Epoch [13][960/2825] lr: 7.500e-03, eta: 2 days, 23:45:58, time: 1.048, data_time: 0.357, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7219, loss_cls: 2.3363, loss: 2.3363, grad_norm: 5.1930 2020-10-01 06:19:09,798 - mmaction - INFO - Epoch [13][980/2825] lr: 7.500e-03, eta: 2 days, 23:45:41, time: 1.070, data_time: 0.225, memory: 8353, top1_acc: 0.4661, top5_acc: 0.7151, loss_cls: 2.3897, loss: 2.3897, grad_norm: 5.3617 2020-10-01 06:19:31,392 - mmaction - INFO - Epoch [13][1000/2825] lr: 7.500e-03, eta: 2 days, 23:45:25, time: 1.080, data_time: 0.019, memory: 8353, top1_acc: 0.4763, top5_acc: 0.7190, loss_cls: 2.3565, loss: 2.3565, grad_norm: 5.2039 2020-10-01 06:19:50,472 - mmaction - INFO - Epoch [13][1020/2825] lr: 7.500e-03, eta: 2 days, 23:44:51, time: 0.953, data_time: 0.021, memory: 8353, top1_acc: 0.4794, top5_acc: 0.7216, loss_cls: 2.3470, loss: 2.3470, grad_norm: 5.2528 2020-10-01 06:20:12,191 - mmaction - INFO - Epoch [13][1040/2825] lr: 7.500e-03, eta: 2 days, 23:44:37, time: 1.087, data_time: 0.004, memory: 8353, top1_acc: 0.4812, top5_acc: 0.7135, loss_cls: 2.3845, loss: 2.3845, grad_norm: 5.2536 2020-10-01 06:20:33,125 - mmaction - INFO - Epoch [13][1060/2825] lr: 7.500e-03, eta: 2 days, 23:44:16, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7083, loss_cls: 2.4082, loss: 2.4082, grad_norm: 5.2318 2020-10-01 06:20:52,949 - mmaction - INFO - Epoch [13][1080/2825] lr: 7.500e-03, eta: 2 days, 23:43:48, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.4667, top5_acc: 0.7094, loss_cls: 2.3870, loss: 2.3870, grad_norm: 5.2464 2020-10-01 06:21:13,778 - mmaction - INFO - Epoch [13][1100/2825] lr: 7.500e-03, eta: 2 days, 23:43:27, time: 1.043, data_time: 0.004, memory: 8353, top1_acc: 0.4638, top5_acc: 0.6979, loss_cls: 2.4902, loss: 2.4902, grad_norm: 5.3153 2020-10-01 06:21:34,471 - mmaction - INFO - Epoch [13][1120/2825] lr: 7.500e-03, eta: 2 days, 23:43:05, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.3206, loss: 2.3206, grad_norm: 5.1832 2020-10-01 06:21:55,181 - mmaction - INFO - Epoch [13][1140/2825] lr: 7.500e-03, eta: 2 days, 23:42:43, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4594, top5_acc: 0.7154, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.2773 2020-10-01 06:22:15,844 - mmaction - INFO - Epoch [13][1160/2825] lr: 7.500e-03, eta: 2 days, 23:42:21, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4760, top5_acc: 0.7148, loss_cls: 2.3706, loss: 2.3706, grad_norm: 5.2266 2020-10-01 06:22:36,399 - mmaction - INFO - Epoch [13][1180/2825] lr: 7.500e-03, eta: 2 days, 23:41:58, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4677, top5_acc: 0.7102, loss_cls: 2.3970, loss: 2.3970, grad_norm: 5.3285 2020-10-01 06:22:56,188 - mmaction - INFO - Epoch [13][1200/2825] lr: 7.500e-03, eta: 2 days, 23:41:29, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7078, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.2780 2020-10-01 06:23:17,356 - mmaction - INFO - Epoch [13][1220/2825] lr: 7.500e-03, eta: 2 days, 23:41:10, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7146, loss_cls: 2.3483, loss: 2.3483, grad_norm: 5.2324 2020-10-01 06:23:37,631 - mmaction - INFO - Epoch [13][1240/2825] lr: 7.500e-03, eta: 2 days, 23:40:45, time: 1.014, data_time: 0.164, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7023, loss_cls: 2.4170, loss: 2.4170, grad_norm: 5.2613 2020-10-01 06:23:58,795 - mmaction - INFO - Epoch [13][1260/2825] lr: 7.500e-03, eta: 2 days, 23:40:27, time: 1.058, data_time: 0.130, memory: 8353, top1_acc: 0.4690, top5_acc: 0.7115, loss_cls: 2.4165, loss: 2.4165, grad_norm: 5.2583 2020-10-01 06:24:19,263 - mmaction - INFO - Epoch [13][1280/2825] lr: 7.500e-03, eta: 2 days, 23:40:03, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7135, loss_cls: 2.3667, loss: 2.3667, grad_norm: 5.2464 2020-10-01 06:24:39,484 - mmaction - INFO - Epoch [13][1300/2825] lr: 7.500e-03, eta: 2 days, 23:39:38, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7115, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.2478 2020-10-01 06:25:00,844 - mmaction - INFO - Epoch [13][1320/2825] lr: 7.500e-03, eta: 2 days, 23:39:20, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.4638, top5_acc: 0.7216, loss_cls: 2.3614, loss: 2.3614, grad_norm: 5.2593 2020-10-01 06:25:20,194 - mmaction - INFO - Epoch [13][1340/2825] lr: 7.500e-03, eta: 2 days, 23:38:49, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7234, loss_cls: 2.3618, loss: 2.3618, grad_norm: 5.2494 2020-10-01 06:25:41,115 - mmaction - INFO - Epoch [13][1360/2825] lr: 7.500e-03, eta: 2 days, 23:38:28, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4635, top5_acc: 0.7156, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.3138 2020-10-01 06:26:01,407 - mmaction - INFO - Epoch [13][1380/2825] lr: 7.500e-03, eta: 2 days, 23:38:03, time: 1.016, data_time: 0.003, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7089, loss_cls: 2.3815, loss: 2.3815, grad_norm: 5.3167 2020-10-01 06:26:22,592 - mmaction - INFO - Epoch [13][1400/2825] lr: 7.500e-03, eta: 2 days, 23:37:45, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7138, loss_cls: 2.3927, loss: 2.3927, grad_norm: 5.2796 2020-10-01 06:26:43,299 - mmaction - INFO - Epoch [13][1420/2825] lr: 7.500e-03, eta: 2 days, 23:37:23, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7286, loss_cls: 2.3190, loss: 2.3190, grad_norm: 5.2194 2020-10-01 06:27:03,597 - mmaction - INFO - Epoch [13][1440/2825] lr: 7.500e-03, eta: 2 days, 23:36:58, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4849, top5_acc: 0.7083, loss_cls: 2.3725, loss: 2.3725, grad_norm: 5.2199 2020-10-01 06:27:24,888 - mmaction - INFO - Epoch [13][1460/2825] lr: 7.500e-03, eta: 2 days, 23:36:40, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.4677, top5_acc: 0.7146, loss_cls: 2.3922, loss: 2.3922, grad_norm: 5.2592 2020-10-01 06:27:45,506 - mmaction - INFO - Epoch [13][1480/2825] lr: 7.500e-03, eta: 2 days, 23:36:18, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.4643, top5_acc: 0.7036, loss_cls: 2.4090, loss: 2.4090, grad_norm: 5.2264 2020-10-01 06:28:05,892 - mmaction - INFO - Epoch [13][1500/2825] lr: 7.500e-03, eta: 2 days, 23:35:53, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4622, top5_acc: 0.7182, loss_cls: 2.3615, loss: 2.3615, grad_norm: 5.2605 2020-10-01 06:28:26,760 - mmaction - INFO - Epoch [13][1520/2825] lr: 7.500e-03, eta: 2 days, 23:35:33, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4784, top5_acc: 0.7180, loss_cls: 2.3504, loss: 2.3504, grad_norm: 5.1136 2020-10-01 06:28:47,493 - mmaction - INFO - Epoch [13][1540/2825] lr: 7.500e-03, eta: 2 days, 23:35:11, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.4672, top5_acc: 0.7154, loss_cls: 2.3823, loss: 2.3823, grad_norm: 5.2922 2020-10-01 06:29:07,580 - mmaction - INFO - Epoch [13][1560/2825] lr: 7.500e-03, eta: 2 days, 23:34:44, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7135, loss_cls: 2.3469, loss: 2.3469, grad_norm: 5.3255 2020-10-01 06:29:28,681 - mmaction - INFO - Epoch [13][1580/2825] lr: 7.500e-03, eta: 2 days, 23:34:25, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.4667, top5_acc: 0.7187, loss_cls: 2.3826, loss: 2.3826, grad_norm: 5.3865 2020-10-01 06:29:48,824 - mmaction - INFO - Epoch [13][1600/2825] lr: 7.500e-03, eta: 2 days, 23:33:59, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.4771, top5_acc: 0.7273, loss_cls: 2.3238, loss: 2.3238, grad_norm: 5.1867 2020-10-01 06:30:09,976 - mmaction - INFO - Epoch [13][1620/2825] lr: 7.500e-03, eta: 2 days, 23:33:41, time: 1.058, data_time: 0.044, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7182, loss_cls: 2.3726, loss: 2.3726, grad_norm: 5.3268 2020-10-01 06:30:31,272 - mmaction - INFO - Epoch [13][1640/2825] lr: 7.500e-03, eta: 2 days, 23:33:23, time: 1.065, data_time: 0.039, memory: 8353, top1_acc: 0.4568, top5_acc: 0.7042, loss_cls: 2.4307, loss: 2.4307, grad_norm: 5.3529 2020-10-01 06:30:51,080 - mmaction - INFO - Epoch [13][1660/2825] lr: 7.500e-03, eta: 2 days, 23:32:55, time: 0.990, data_time: 0.061, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7156, loss_cls: 2.3350, loss: 2.3350, grad_norm: 5.0944 2020-10-01 06:31:12,348 - mmaction - INFO - Epoch [13][1680/2825] lr: 7.500e-03, eta: 2 days, 23:32:37, time: 1.064, data_time: 0.233, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7333, loss_cls: 2.3164, loss: 2.3164, grad_norm: 5.1685 2020-10-01 06:31:32,926 - mmaction - INFO - Epoch [13][1700/2825] lr: 7.500e-03, eta: 2 days, 23:32:14, time: 1.029, data_time: 0.042, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7174, loss_cls: 2.3639, loss: 2.3639, grad_norm: 5.2076 2020-10-01 06:31:52,980 - mmaction - INFO - Epoch [13][1720/2825] lr: 7.500e-03, eta: 2 days, 23:31:47, time: 1.003, data_time: 0.005, memory: 8353, top1_acc: 0.4734, top5_acc: 0.7174, loss_cls: 2.3584, loss: 2.3584, grad_norm: 5.1885 2020-10-01 06:32:14,232 - mmaction - INFO - Epoch [13][1740/2825] lr: 7.500e-03, eta: 2 days, 23:31:29, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7193, loss_cls: 2.3934, loss: 2.3934, grad_norm: 5.2336 2020-10-01 06:32:35,663 - mmaction - INFO - Epoch [13][1760/2825] lr: 7.500e-03, eta: 2 days, 23:31:12, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.4750, top5_acc: 0.7146, loss_cls: 2.3614, loss: 2.3614, grad_norm: 5.2653 2020-10-01 06:32:54,682 - mmaction - INFO - Epoch [13][1780/2825] lr: 7.500e-03, eta: 2 days, 23:30:39, time: 0.950, data_time: 0.001, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.3379, loss: 2.3379, grad_norm: 5.2263 2020-10-01 06:33:15,427 - mmaction - INFO - Epoch [13][1800/2825] lr: 7.500e-03, eta: 2 days, 23:30:17, time: 1.037, data_time: 0.015, memory: 8353, top1_acc: 0.4695, top5_acc: 0.7034, loss_cls: 2.3988, loss: 2.3988, grad_norm: 5.2637 2020-10-01 06:33:36,986 - mmaction - INFO - Epoch [13][1820/2825] lr: 7.500e-03, eta: 2 days, 23:30:01, time: 1.077, data_time: 0.057, memory: 8353, top1_acc: 0.4742, top5_acc: 0.7253, loss_cls: 2.3414, loss: 2.3414, grad_norm: 5.1948 2020-10-01 06:33:57,041 - mmaction - INFO - Epoch [13][1840/2825] lr: 7.500e-03, eta: 2 days, 23:29:34, time: 1.004, data_time: 0.129, memory: 8353, top1_acc: 0.4794, top5_acc: 0.7193, loss_cls: 2.3613, loss: 2.3613, grad_norm: 5.1789 2020-10-01 06:34:18,595 - mmaction - INFO - Epoch [13][1860/2825] lr: 7.500e-03, eta: 2 days, 23:29:18, time: 1.078, data_time: 0.070, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7234, loss_cls: 2.3047, loss: 2.3047, grad_norm: 5.1328 2020-10-01 06:34:38,648 - mmaction - INFO - Epoch [13][1880/2825] lr: 7.500e-03, eta: 2 days, 23:28:52, time: 1.003, data_time: 0.041, memory: 8353, top1_acc: 0.4797, top5_acc: 0.7260, loss_cls: 2.3211, loss: 2.3211, grad_norm: 5.2272 2020-10-01 06:34:59,677 - mmaction - INFO - Epoch [13][1900/2825] lr: 7.500e-03, eta: 2 days, 23:28:32, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7133, loss_cls: 2.3628, loss: 2.3628, grad_norm: 5.2406 2020-10-01 06:35:20,038 - mmaction - INFO - Epoch [13][1920/2825] lr: 7.500e-03, eta: 2 days, 23:28:08, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4740, top5_acc: 0.7193, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.1799 2020-10-01 06:35:39,896 - mmaction - INFO - Epoch [13][1940/2825] lr: 7.500e-03, eta: 2 days, 23:27:40, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.4690, top5_acc: 0.7133, loss_cls: 2.3732, loss: 2.3732, grad_norm: 5.3802 2020-10-01 06:36:00,831 - mmaction - INFO - Epoch [13][1960/2825] lr: 7.500e-03, eta: 2 days, 23:27:20, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.4607, top5_acc: 0.7034, loss_cls: 2.4505, loss: 2.4505, grad_norm: 5.2732 2020-10-01 06:36:22,720 - mmaction - INFO - Epoch [13][1980/2825] lr: 7.500e-03, eta: 2 days, 23:27:06, time: 1.094, data_time: 0.001, memory: 8353, top1_acc: 0.4747, top5_acc: 0.7120, loss_cls: 2.3756, loss: 2.3756, grad_norm: 5.1723 2020-10-01 06:36:43,128 - mmaction - INFO - Epoch [13][2000/2825] lr: 7.500e-03, eta: 2 days, 23:26:42, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7216, loss_cls: 2.3472, loss: 2.3472, grad_norm: 5.2305 2020-10-01 06:37:03,707 - mmaction - INFO - Epoch [13][2020/2825] lr: 7.500e-03, eta: 2 days, 23:26:19, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.3327, loss: 2.3327, grad_norm: 5.2048 2020-10-01 06:37:24,039 - mmaction - INFO - Epoch [13][2040/2825] lr: 7.500e-03, eta: 2 days, 23:25:55, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4773, top5_acc: 0.7120, loss_cls: 2.3408, loss: 2.3408, grad_norm: 5.1989 2020-10-01 06:37:45,014 - mmaction - INFO - Epoch [13][2060/2825] lr: 7.500e-03, eta: 2 days, 23:25:35, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7104, loss_cls: 2.3885, loss: 2.3885, grad_norm: 5.3279 2020-10-01 06:38:06,233 - mmaction - INFO - Epoch [13][2080/2825] lr: 7.500e-03, eta: 2 days, 23:25:16, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7169, loss_cls: 2.3472, loss: 2.3472, grad_norm: 5.1873 2020-10-01 06:38:26,195 - mmaction - INFO - Epoch [13][2100/2825] lr: 7.500e-03, eta: 2 days, 23:24:49, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7086, loss_cls: 2.3621, loss: 2.3621, grad_norm: 5.2690 2020-10-01 06:38:46,560 - mmaction - INFO - Epoch [13][2120/2825] lr: 7.500e-03, eta: 2 days, 23:24:25, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7174, loss_cls: 2.3477, loss: 2.3477, grad_norm: 5.1917 2020-10-01 06:39:07,056 - mmaction - INFO - Epoch [13][2140/2825] lr: 7.500e-03, eta: 2 days, 23:24:02, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4615, top5_acc: 0.7094, loss_cls: 2.4151, loss: 2.4151, grad_norm: 5.3491 2020-10-01 06:39:28,610 - mmaction - INFO - Epoch [13][2160/2825] lr: 7.500e-03, eta: 2 days, 23:23:46, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.4664, top5_acc: 0.7138, loss_cls: 2.3895, loss: 2.3895, grad_norm: 5.3743 2020-10-01 06:39:49,278 - mmaction - INFO - Epoch [13][2180/2825] lr: 7.500e-03, eta: 2 days, 23:23:24, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7167, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.2485 2020-10-01 06:40:10,003 - mmaction - INFO - Epoch [13][2200/2825] lr: 7.500e-03, eta: 2 days, 23:23:02, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4750, top5_acc: 0.7161, loss_cls: 2.3766, loss: 2.3766, grad_norm: 5.3145 2020-10-01 06:40:31,331 - mmaction - INFO - Epoch [13][2220/2825] lr: 7.500e-03, eta: 2 days, 23:22:44, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4661, top5_acc: 0.7065, loss_cls: 2.4118, loss: 2.4118, grad_norm: 5.2500 2020-10-01 06:40:50,591 - mmaction - INFO - Epoch [13][2240/2825] lr: 7.500e-03, eta: 2 days, 23:22:12, time: 0.963, data_time: 0.001, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7328, loss_cls: 2.2879, loss: 2.2879, grad_norm: 5.1260 2020-10-01 06:41:11,076 - mmaction - INFO - Epoch [13][2260/2825] lr: 7.500e-03, eta: 2 days, 23:21:49, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7237, loss_cls: 2.3139, loss: 2.3139, grad_norm: 5.1295 2020-10-01 06:41:32,151 - mmaction - INFO - Epoch [13][2280/2825] lr: 7.500e-03, eta: 2 days, 23:21:30, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4643, top5_acc: 0.7107, loss_cls: 2.4180, loss: 2.4180, grad_norm: 5.3690 2020-10-01 06:41:51,748 - mmaction - INFO - Epoch [13][2300/2825] lr: 7.500e-03, eta: 2 days, 23:21:00, time: 0.979, data_time: 0.001, memory: 8353, top1_acc: 0.4693, top5_acc: 0.7096, loss_cls: 2.3836, loss: 2.3836, grad_norm: 5.3450 2020-10-01 06:42:13,162 - mmaction - INFO - Epoch [13][2320/2825] lr: 7.500e-03, eta: 2 days, 23:20:43, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7161, loss_cls: 2.3599, loss: 2.3599, grad_norm: 5.2781 2020-10-01 06:42:34,204 - mmaction - INFO - Epoch [13][2340/2825] lr: 7.500e-03, eta: 2 days, 23:20:23, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.4721, top5_acc: 0.7112, loss_cls: 2.3746, loss: 2.3746, grad_norm: 5.1996 2020-10-01 06:42:54,924 - mmaction - INFO - Epoch [13][2360/2825] lr: 7.500e-03, eta: 2 days, 23:20:02, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4555, top5_acc: 0.7036, loss_cls: 2.4226, loss: 2.4226, grad_norm: 5.3860 2020-10-01 06:43:14,730 - mmaction - INFO - Epoch [13][2380/2825] lr: 7.500e-03, eta: 2 days, 23:19:34, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.3169, loss: 2.3169, grad_norm: 5.1697 2020-10-01 06:43:35,647 - mmaction - INFO - Epoch [13][2400/2825] lr: 7.500e-03, eta: 2 days, 23:19:13, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.4698, top5_acc: 0.7161, loss_cls: 2.3845, loss: 2.3845, grad_norm: 5.2573 2020-10-01 06:43:57,217 - mmaction - INFO - Epoch [13][2420/2825] lr: 7.500e-03, eta: 2 days, 23:18:57, time: 1.080, data_time: 0.003, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7271, loss_cls: 2.3223, loss: 2.3223, grad_norm: 5.2137 2020-10-01 06:44:17,666 - mmaction - INFO - Epoch [13][2440/2825] lr: 7.500e-03, eta: 2 days, 23:18:33, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7193, loss_cls: 2.3604, loss: 2.3604, grad_norm: 5.2975 2020-10-01 06:44:39,095 - mmaction - INFO - Epoch [13][2460/2825] lr: 7.500e-03, eta: 2 days, 23:18:16, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.4654, top5_acc: 0.7130, loss_cls: 2.3336, loss: 2.3336, grad_norm: 5.2149 2020-10-01 06:45:00,522 - mmaction - INFO - Epoch [13][2480/2825] lr: 7.500e-03, eta: 2 days, 23:17:59, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7023, loss_cls: 2.4161, loss: 2.4161, grad_norm: 5.3051 2020-10-01 06:45:20,432 - mmaction - INFO - Epoch [13][2500/2825] lr: 7.500e-03, eta: 2 days, 23:17:32, time: 0.997, data_time: 0.003, memory: 8353, top1_acc: 0.4656, top5_acc: 0.7078, loss_cls: 2.4126, loss: 2.4126, grad_norm: 5.2511 2020-10-01 06:45:41,236 - mmaction - INFO - Epoch [13][2520/2825] lr: 7.500e-03, eta: 2 days, 23:17:11, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.4724, top5_acc: 0.7104, loss_cls: 2.3380, loss: 2.3380, grad_norm: 5.1922 2020-10-01 06:46:01,695 - mmaction - INFO - Epoch [13][2540/2825] lr: 7.500e-03, eta: 2 days, 23:16:47, time: 1.024, data_time: 0.148, memory: 8353, top1_acc: 0.4706, top5_acc: 0.7177, loss_cls: 2.3594, loss: 2.3594, grad_norm: 5.2227 2020-10-01 06:46:22,402 - mmaction - INFO - Epoch [13][2560/2825] lr: 7.500e-03, eta: 2 days, 23:16:26, time: 1.035, data_time: 0.323, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7096, loss_cls: 2.4081, loss: 2.4081, grad_norm: 5.2657 2020-10-01 06:46:42,735 - mmaction - INFO - Epoch [13][2580/2825] lr: 7.500e-03, eta: 2 days, 23:16:01, time: 1.016, data_time: 0.014, memory: 8353, top1_acc: 0.4841, top5_acc: 0.7135, loss_cls: 2.3676, loss: 2.3676, grad_norm: 5.2285 2020-10-01 06:47:02,722 - mmaction - INFO - Epoch [13][2600/2825] lr: 7.500e-03, eta: 2 days, 23:15:35, time: 1.000, data_time: 0.043, memory: 8353, top1_acc: 0.4552, top5_acc: 0.7148, loss_cls: 2.4038, loss: 2.4038, grad_norm: 5.3728 2020-10-01 06:47:24,485 - mmaction - INFO - Epoch [13][2620/2825] lr: 7.500e-03, eta: 2 days, 23:15:20, time: 1.087, data_time: 0.192, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7208, loss_cls: 2.3726, loss: 2.3726, grad_norm: 5.2382 2020-10-01 06:47:46,382 - mmaction - INFO - Epoch [13][2640/2825] lr: 7.500e-03, eta: 2 days, 23:15:06, time: 1.096, data_time: 0.210, memory: 8353, top1_acc: 0.4599, top5_acc: 0.7078, loss_cls: 2.4484, loss: 2.4484, grad_norm: 5.3572 2020-10-01 06:48:05,662 - mmaction - INFO - Epoch [13][2660/2825] lr: 7.500e-03, eta: 2 days, 23:14:34, time: 0.963, data_time: 0.330, memory: 8353, top1_acc: 0.4724, top5_acc: 0.7164, loss_cls: 2.3859, loss: 2.3859, grad_norm: 5.2350 2020-10-01 06:48:25,787 - mmaction - INFO - Epoch [13][2680/2825] lr: 7.500e-03, eta: 2 days, 23:14:09, time: 1.006, data_time: 0.366, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7107, loss_cls: 2.4008, loss: 2.4008, grad_norm: 5.3096 2020-10-01 06:48:47,764 - mmaction - INFO - Epoch [13][2700/2825] lr: 7.500e-03, eta: 2 days, 23:13:55, time: 1.099, data_time: 0.087, memory: 8353, top1_acc: 0.4849, top5_acc: 0.7201, loss_cls: 2.3895, loss: 2.3895, grad_norm: 5.2726 2020-10-01 06:49:08,041 - mmaction - INFO - Epoch [13][2720/2825] lr: 7.500e-03, eta: 2 days, 23:13:30, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7076, loss_cls: 2.3851, loss: 2.3851, grad_norm: 5.3188 2020-10-01 06:49:29,570 - mmaction - INFO - Epoch [13][2740/2825] lr: 7.500e-03, eta: 2 days, 23:13:14, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.4680, top5_acc: 0.7044, loss_cls: 2.3955, loss: 2.3955, grad_norm: 5.2285 2020-10-01 06:49:48,991 - mmaction - INFO - Epoch [13][2760/2825] lr: 7.500e-03, eta: 2 days, 23:12:44, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.4763, top5_acc: 0.7172, loss_cls: 2.3979, loss: 2.3979, grad_norm: 5.2167 2020-10-01 06:50:09,694 - mmaction - INFO - Epoch [13][2780/2825] lr: 7.500e-03, eta: 2 days, 23:12:22, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4758, top5_acc: 0.7091, loss_cls: 2.3774, loss: 2.3774, grad_norm: 5.1776 2020-10-01 06:50:29,830 - mmaction - INFO - Epoch [13][2800/2825] lr: 7.500e-03, eta: 2 days, 23:11:56, time: 1.007, data_time: 0.005, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7130, loss_cls: 2.3762, loss: 2.3762, grad_norm: 5.2561 2020-10-01 06:50:51,703 - mmaction - INFO - Epoch [13][2820/2825] lr: 7.500e-03, eta: 2 days, 23:11:42, time: 1.093, data_time: 0.001, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7138, loss_cls: 2.3739, loss: 2.3739, grad_norm: 5.2347 2020-10-01 06:50:56,174 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-10-01 06:51:43,037 - mmaction - INFO - Epoch [14][20/2825] lr: 7.500e-03, eta: 2 days, 23:13:29, time: 2.299, data_time: 1.138, memory: 8353, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3304, loss: 2.3304, grad_norm: 5.1499 2020-10-01 06:52:03,073 - mmaction - INFO - Epoch [14][40/2825] lr: 7.500e-03, eta: 2 days, 23:13:03, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7232, loss_cls: 2.3106, loss: 2.3106, grad_norm: 5.1565 2020-10-01 06:52:24,022 - mmaction - INFO - Epoch [14][60/2825] lr: 7.500e-03, eta: 2 days, 23:12:42, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7198, loss_cls: 2.3053, loss: 2.3053, grad_norm: 5.1911 2020-10-01 06:52:45,316 - mmaction - INFO - Epoch [14][80/2825] lr: 7.500e-03, eta: 2 days, 23:12:24, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7185, loss_cls: 2.3338, loss: 2.3338, grad_norm: 5.2663 2020-10-01 06:53:06,322 - mmaction - INFO - Epoch [14][100/2825] lr: 7.500e-03, eta: 2 days, 23:12:04, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.4844, top5_acc: 0.7245, loss_cls: 2.2970, loss: 2.2970, grad_norm: 5.1890 2020-10-01 06:53:25,618 - mmaction - INFO - Epoch [14][120/2825] lr: 7.500e-03, eta: 2 days, 23:11:33, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.4685, top5_acc: 0.7073, loss_cls: 2.3776, loss: 2.3776, grad_norm: 5.2087 2020-10-01 06:53:46,771 - mmaction - INFO - Epoch [14][140/2825] lr: 7.500e-03, eta: 2 days, 23:11:14, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7190, loss_cls: 2.3261, loss: 2.3261, grad_norm: 5.1441 2020-10-01 06:54:06,541 - mmaction - INFO - Epoch [14][160/2825] lr: 7.500e-03, eta: 2 days, 23:10:46, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7258, loss_cls: 2.3020, loss: 2.3020, grad_norm: 5.1810 2020-10-01 06:54:27,300 - mmaction - INFO - Epoch [14][180/2825] lr: 7.500e-03, eta: 2 days, 23:10:24, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4771, top5_acc: 0.7263, loss_cls: 2.3170, loss: 2.3170, grad_norm: 5.2498 2020-10-01 06:54:49,386 - mmaction - INFO - Epoch [14][200/2825] lr: 7.500e-03, eta: 2 days, 23:10:12, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7190, loss_cls: 2.3555, loss: 2.3555, grad_norm: 5.2589 2020-10-01 06:55:09,425 - mmaction - INFO - Epoch [14][220/2825] lr: 7.500e-03, eta: 2 days, 23:09:45, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.4750, top5_acc: 0.7120, loss_cls: 2.3564, loss: 2.3564, grad_norm: 5.2763 2020-10-01 06:55:30,152 - mmaction - INFO - Epoch [14][240/2825] lr: 7.500e-03, eta: 2 days, 23:09:24, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.4844, top5_acc: 0.7253, loss_cls: 2.2992, loss: 2.2992, grad_norm: 5.1973 2020-10-01 06:55:51,976 - mmaction - INFO - Epoch [14][260/2825] lr: 7.500e-03, eta: 2 days, 23:09:09, time: 1.091, data_time: 0.001, memory: 8353, top1_acc: 0.4690, top5_acc: 0.7128, loss_cls: 2.3889, loss: 2.3889, grad_norm: 5.3243 2020-10-01 06:56:11,005 - mmaction - INFO - Epoch [14][280/2825] lr: 7.500e-03, eta: 2 days, 23:08:36, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7198, loss_cls: 2.3463, loss: 2.3463, grad_norm: 5.2440 2020-10-01 06:56:31,885 - mmaction - INFO - Epoch [14][300/2825] lr: 7.500e-03, eta: 2 days, 23:08:15, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.4812, top5_acc: 0.7305, loss_cls: 2.3126, loss: 2.3126, grad_norm: 5.1626 2020-10-01 06:56:52,229 - mmaction - INFO - Epoch [14][320/2825] lr: 7.500e-03, eta: 2 days, 23:07:51, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4820, top5_acc: 0.7177, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.2544 2020-10-01 06:57:13,433 - mmaction - INFO - Epoch [14][340/2825] lr: 7.500e-03, eta: 2 days, 23:07:32, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7193, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.2152 2020-10-01 06:57:34,053 - mmaction - INFO - Epoch [14][360/2825] lr: 7.500e-03, eta: 2 days, 23:07:10, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4747, top5_acc: 0.7216, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.3197 2020-10-01 06:57:54,099 - mmaction - INFO - Epoch [14][380/2825] lr: 7.500e-03, eta: 2 days, 23:06:43, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7174, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.1365 2020-10-01 06:58:15,928 - mmaction - INFO - Epoch [14][400/2825] lr: 7.500e-03, eta: 2 days, 23:06:29, time: 1.092, data_time: 0.003, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7154, loss_cls: 2.3547, loss: 2.3547, grad_norm: 5.3498 2020-10-01 06:58:36,132 - mmaction - INFO - Epoch [14][420/2825] lr: 7.500e-03, eta: 2 days, 23:06:04, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.4820, top5_acc: 0.7135, loss_cls: 2.3437, loss: 2.3437, grad_norm: 5.2104 2020-10-01 06:58:56,967 - mmaction - INFO - Epoch [14][440/2825] lr: 7.500e-03, eta: 2 days, 23:05:43, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7216, loss_cls: 2.3192, loss: 2.3192, grad_norm: 5.2377 2020-10-01 06:59:17,773 - mmaction - INFO - Epoch [14][460/2825] lr: 7.500e-03, eta: 2 days, 23:05:21, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4839, top5_acc: 0.7271, loss_cls: 2.2971, loss: 2.2971, grad_norm: 5.2210 2020-10-01 06:59:38,792 - mmaction - INFO - Epoch [14][480/2825] lr: 7.500e-03, eta: 2 days, 23:05:02, time: 1.052, data_time: 0.005, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7260, loss_cls: 2.3366, loss: 2.3366, grad_norm: 5.2053 2020-10-01 06:59:59,798 - mmaction - INFO - Epoch [14][500/2825] lr: 7.500e-03, eta: 2 days, 23:04:42, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7161, loss_cls: 2.3119, loss: 2.3119, grad_norm: 5.2032 2020-10-01 07:00:20,968 - mmaction - INFO - Epoch [14][520/2825] lr: 7.500e-03, eta: 2 days, 23:04:23, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4740, top5_acc: 0.7148, loss_cls: 2.3548, loss: 2.3548, grad_norm: 5.2078 2020-10-01 07:00:43,094 - mmaction - INFO - Epoch [14][540/2825] lr: 7.500e-03, eta: 2 days, 23:04:10, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.4846, top5_acc: 0.7276, loss_cls: 2.2980, loss: 2.2980, grad_norm: 5.2214 2020-10-01 07:01:03,683 - mmaction - INFO - Epoch [14][560/2825] lr: 7.500e-03, eta: 2 days, 23:03:48, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7148, loss_cls: 2.3113, loss: 2.3113, grad_norm: 5.2220 2020-10-01 07:01:23,908 - mmaction - INFO - Epoch [14][580/2825] lr: 7.500e-03, eta: 2 days, 23:03:23, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4849, top5_acc: 0.7279, loss_cls: 2.3040, loss: 2.3040, grad_norm: 5.2150 2020-10-01 07:01:44,134 - mmaction - INFO - Epoch [14][600/2825] lr: 7.500e-03, eta: 2 days, 23:02:57, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.4896, top5_acc: 0.7299, loss_cls: 2.2699, loss: 2.2699, grad_norm: 5.3012 2020-10-01 07:02:04,803 - mmaction - INFO - Epoch [14][620/2825] lr: 7.500e-03, eta: 2 days, 23:02:35, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.3699, loss: 2.3699, grad_norm: 5.2126 2020-10-01 07:02:25,548 - mmaction - INFO - Epoch [14][640/2825] lr: 7.500e-03, eta: 2 days, 23:02:14, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.4799, top5_acc: 0.7234, loss_cls: 2.3411, loss: 2.3411, grad_norm: 5.3247 2020-10-01 07:02:46,149 - mmaction - INFO - Epoch [14][660/2825] lr: 7.500e-03, eta: 2 days, 23:01:51, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7187, loss_cls: 2.3596, loss: 2.3596, grad_norm: 5.2192 2020-10-01 07:03:06,621 - mmaction - INFO - Epoch [14][680/2825] lr: 7.500e-03, eta: 2 days, 23:01:28, time: 1.024, data_time: 0.027, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7284, loss_cls: 2.2917, loss: 2.2917, grad_norm: 5.1433 2020-10-01 07:03:27,995 - mmaction - INFO - Epoch [14][700/2825] lr: 7.500e-03, eta: 2 days, 23:01:10, time: 1.068, data_time: 0.026, memory: 8353, top1_acc: 0.4721, top5_acc: 0.7099, loss_cls: 2.3938, loss: 2.3938, grad_norm: 5.2520 2020-10-01 07:03:48,225 - mmaction - INFO - Epoch [14][720/2825] lr: 7.500e-03, eta: 2 days, 23:00:45, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7187, loss_cls: 2.3561, loss: 2.3561, grad_norm: 5.2480 2020-10-01 07:04:08,900 - mmaction - INFO - Epoch [14][740/2825] lr: 7.500e-03, eta: 2 days, 23:00:23, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4732, top5_acc: 0.7117, loss_cls: 2.3801, loss: 2.3801, grad_norm: 5.2330 2020-10-01 07:04:29,008 - mmaction - INFO - Epoch [14][760/2825] lr: 7.500e-03, eta: 2 days, 22:59:57, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7224, loss_cls: 2.3163, loss: 2.3163, grad_norm: 5.1472 2020-10-01 07:04:49,411 - mmaction - INFO - Epoch [14][780/2825] lr: 7.500e-03, eta: 2 days, 22:59:33, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7138, loss_cls: 2.3855, loss: 2.3855, grad_norm: 5.3732 2020-10-01 07:05:10,537 - mmaction - INFO - Epoch [14][800/2825] lr: 7.500e-03, eta: 2 days, 22:59:14, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7310, loss_cls: 2.2845, loss: 2.2845, grad_norm: 5.2249 2020-10-01 07:05:31,673 - mmaction - INFO - Epoch [14][820/2825] lr: 7.500e-03, eta: 2 days, 22:58:55, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7294, loss_cls: 2.2906, loss: 2.2906, grad_norm: 5.2132 2020-10-01 07:05:51,222 - mmaction - INFO - Epoch [14][840/2825] lr: 7.500e-03, eta: 2 days, 22:58:26, time: 0.978, data_time: 0.001, memory: 8353, top1_acc: 0.4805, top5_acc: 0.7128, loss_cls: 2.3692, loss: 2.3692, grad_norm: 5.2694 2020-10-01 07:06:11,899 - mmaction - INFO - Epoch [14][860/2825] lr: 7.500e-03, eta: 2 days, 22:58:03, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7070, loss_cls: 2.3896, loss: 2.3896, grad_norm: 5.3018 2020-10-01 07:06:32,905 - mmaction - INFO - Epoch [14][880/2825] lr: 7.500e-03, eta: 2 days, 22:57:43, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4797, top5_acc: 0.7104, loss_cls: 2.3854, loss: 2.3854, grad_norm: 5.2794 2020-10-01 07:06:53,343 - mmaction - INFO - Epoch [14][900/2825] lr: 7.500e-03, eta: 2 days, 22:57:20, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7268, loss_cls: 2.3359, loss: 2.3359, grad_norm: 5.1790 2020-10-01 07:07:14,272 - mmaction - INFO - Epoch [14][920/2825] lr: 7.500e-03, eta: 2 days, 22:57:00, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7180, loss_cls: 2.3471, loss: 2.3471, grad_norm: 5.2449 2020-10-01 07:07:34,095 - mmaction - INFO - Epoch [14][940/2825] lr: 7.500e-03, eta: 2 days, 22:56:32, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7263, loss_cls: 2.3455, loss: 2.3455, grad_norm: 5.2196 2020-10-01 07:07:56,159 - mmaction - INFO - Epoch [14][960/2825] lr: 7.500e-03, eta: 2 days, 22:56:19, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7185, loss_cls: 2.3667, loss: 2.3667, grad_norm: 5.3259 2020-10-01 07:08:16,160 - mmaction - INFO - Epoch [14][980/2825] lr: 7.500e-03, eta: 2 days, 22:55:52, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4763, top5_acc: 0.7182, loss_cls: 2.3392, loss: 2.3392, grad_norm: 5.2822 2020-10-01 07:08:37,108 - mmaction - INFO - Epoch [14][1000/2825] lr: 7.500e-03, eta: 2 days, 22:55:32, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.4758, top5_acc: 0.7352, loss_cls: 2.3359, loss: 2.3359, grad_norm: 5.3269 2020-10-01 07:08:56,738 - mmaction - INFO - Epoch [14][1020/2825] lr: 7.500e-03, eta: 2 days, 22:55:03, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.4745, top5_acc: 0.7172, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.3830 2020-10-01 07:09:17,664 - mmaction - INFO - Epoch [14][1040/2825] lr: 7.500e-03, eta: 2 days, 22:54:43, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7232, loss_cls: 2.3389, loss: 2.3389, grad_norm: 5.2472 2020-10-01 07:09:39,536 - mmaction - INFO - Epoch [14][1060/2825] lr: 7.500e-03, eta: 2 days, 22:54:28, time: 1.093, data_time: 0.001, memory: 8353, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.2041 2020-10-01 07:09:59,907 - mmaction - INFO - Epoch [14][1080/2825] lr: 7.500e-03, eta: 2 days, 22:54:04, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4591, top5_acc: 0.7151, loss_cls: 2.3738, loss: 2.3738, grad_norm: 5.1947 2020-10-01 07:10:20,735 - mmaction - INFO - Epoch [14][1100/2825] lr: 7.500e-03, eta: 2 days, 22:53:43, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7247, loss_cls: 2.3057, loss: 2.3057, grad_norm: 5.1943 2020-10-01 07:10:42,098 - mmaction - INFO - Epoch [14][1120/2825] lr: 7.500e-03, eta: 2 days, 22:53:26, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.4841, top5_acc: 0.7216, loss_cls: 2.3184, loss: 2.3184, grad_norm: 5.2315 2020-10-01 07:11:01,874 - mmaction - INFO - Epoch [14][1140/2825] lr: 7.500e-03, eta: 2 days, 22:52:58, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.3144, loss: 2.3144, grad_norm: 5.2015 2020-10-01 07:11:22,758 - mmaction - INFO - Epoch [14][1160/2825] lr: 7.500e-03, eta: 2 days, 22:52:37, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7255, loss_cls: 2.2872, loss: 2.2872, grad_norm: 5.1916 2020-10-01 07:11:43,880 - mmaction - INFO - Epoch [14][1180/2825] lr: 7.500e-03, eta: 2 days, 22:52:18, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7151, loss_cls: 2.3576, loss: 2.3576, grad_norm: 5.2680 2020-10-01 07:12:04,446 - mmaction - INFO - Epoch [14][1200/2825] lr: 7.500e-03, eta: 2 days, 22:51:55, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3916, loss: 2.3916, grad_norm: 5.2737 2020-10-01 07:12:23,865 - mmaction - INFO - Epoch [14][1220/2825] lr: 7.500e-03, eta: 2 days, 22:51:25, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7268, loss_cls: 2.2787, loss: 2.2787, grad_norm: 5.0815 2020-10-01 07:12:44,835 - mmaction - INFO - Epoch [14][1240/2825] lr: 7.500e-03, eta: 2 days, 22:51:05, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4724, top5_acc: 0.7219, loss_cls: 2.3608, loss: 2.3608, grad_norm: 5.3120 2020-10-01 07:13:06,037 - mmaction - INFO - Epoch [14][1260/2825] lr: 7.500e-03, eta: 2 days, 22:50:46, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7370, loss_cls: 2.2687, loss: 2.2687, grad_norm: 5.3119 2020-10-01 07:13:26,214 - mmaction - INFO - Epoch [14][1280/2825] lr: 7.500e-03, eta: 2 days, 22:50:21, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7346, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.2416 2020-10-01 07:13:47,102 - mmaction - INFO - Epoch [14][1300/2825] lr: 7.500e-03, eta: 2 days, 22:50:00, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7182, loss_cls: 2.3635, loss: 2.3635, grad_norm: 5.2602 2020-10-01 07:14:07,653 - mmaction - INFO - Epoch [14][1320/2825] lr: 7.500e-03, eta: 2 days, 22:49:37, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7146, loss_cls: 2.3530, loss: 2.3530, grad_norm: 5.2976 2020-10-01 07:14:27,377 - mmaction - INFO - Epoch [14][1340/2825] lr: 7.500e-03, eta: 2 days, 22:49:09, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7068, loss_cls: 2.4083, loss: 2.4083, grad_norm: 5.3914 2020-10-01 07:14:48,765 - mmaction - INFO - Epoch [14][1360/2825] lr: 7.500e-03, eta: 2 days, 22:48:52, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4646, top5_acc: 0.7063, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.3241 2020-10-01 07:15:10,747 - mmaction - INFO - Epoch [14][1380/2825] lr: 7.500e-03, eta: 2 days, 22:48:38, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.4734, top5_acc: 0.7253, loss_cls: 2.3534, loss: 2.3534, grad_norm: 5.2156 2020-10-01 07:15:30,963 - mmaction - INFO - Epoch [14][1400/2825] lr: 7.500e-03, eta: 2 days, 22:48:13, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4693, top5_acc: 0.7115, loss_cls: 2.4075, loss: 2.4075, grad_norm: 5.2767 2020-10-01 07:15:51,771 - mmaction - INFO - Epoch [14][1420/2825] lr: 7.500e-03, eta: 2 days, 22:47:52, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.4732, top5_acc: 0.7135, loss_cls: 2.3905, loss: 2.3905, grad_norm: 5.3103 2020-10-01 07:16:12,836 - mmaction - INFO - Epoch [14][1440/2825] lr: 7.500e-03, eta: 2 days, 22:47:32, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7255, loss_cls: 2.3507, loss: 2.3507, grad_norm: 5.2420 2020-10-01 07:16:32,896 - mmaction - INFO - Epoch [14][1460/2825] lr: 7.500e-03, eta: 2 days, 22:47:06, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.4737, top5_acc: 0.7091, loss_cls: 2.3849, loss: 2.3849, grad_norm: 5.2234 2020-10-01 07:16:54,655 - mmaction - INFO - Epoch [14][1480/2825] lr: 7.500e-03, eta: 2 days, 22:46:51, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.3569, loss: 2.3569, grad_norm: 5.3147 2020-10-01 07:17:14,196 - mmaction - INFO - Epoch [14][1500/2825] lr: 7.500e-03, eta: 2 days, 22:46:22, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7302, loss_cls: 2.2894, loss: 2.2894, grad_norm: 5.1858 2020-10-01 07:17:37,025 - mmaction - INFO - Epoch [14][1520/2825] lr: 7.500e-03, eta: 2 days, 22:46:13, time: 1.142, data_time: 0.002, memory: 8353, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.3965 2020-10-01 07:17:58,310 - mmaction - INFO - Epoch [14][1540/2825] lr: 7.500e-03, eta: 2 days, 22:45:55, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7250, loss_cls: 2.2981, loss: 2.2981, grad_norm: 5.2342 2020-10-01 07:18:17,415 - mmaction - INFO - Epoch [14][1560/2825] lr: 7.500e-03, eta: 2 days, 22:45:23, time: 0.955, data_time: 0.002, memory: 8353, top1_acc: 0.4695, top5_acc: 0.7193, loss_cls: 2.3855, loss: 2.3855, grad_norm: 5.2818 2020-10-01 07:18:37,781 - mmaction - INFO - Epoch [14][1580/2825] lr: 7.500e-03, eta: 2 days, 22:44:59, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7271, loss_cls: 2.2998, loss: 2.2998, grad_norm: 5.2496 2020-10-01 07:19:00,370 - mmaction - INFO - Epoch [14][1600/2825] lr: 7.500e-03, eta: 2 days, 22:44:49, time: 1.129, data_time: 0.002, memory: 8353, top1_acc: 0.4747, top5_acc: 0.7164, loss_cls: 2.3575, loss: 2.3575, grad_norm: 5.2261 2020-10-01 07:19:19,723 - mmaction - INFO - Epoch [14][1620/2825] lr: 7.500e-03, eta: 2 days, 22:44:19, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.4844, top5_acc: 0.7167, loss_cls: 2.3699, loss: 2.3699, grad_norm: 5.1676 2020-10-01 07:19:41,297 - mmaction - INFO - Epoch [14][1640/2825] lr: 7.500e-03, eta: 2 days, 22:44:03, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7260, loss_cls: 2.2635, loss: 2.2635, grad_norm: 5.1100 2020-10-01 07:20:01,753 - mmaction - INFO - Epoch [14][1660/2825] lr: 7.500e-03, eta: 2 days, 22:43:39, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.4854, top5_acc: 0.7313, loss_cls: 2.3162, loss: 2.3162, grad_norm: 5.2897 2020-10-01 07:20:21,438 - mmaction - INFO - Epoch [14][1680/2825] lr: 7.500e-03, eta: 2 days, 22:43:11, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7117, loss_cls: 2.3507, loss: 2.3507, grad_norm: 5.2076 2020-10-01 07:20:42,672 - mmaction - INFO - Epoch [14][1700/2825] lr: 7.500e-03, eta: 2 days, 22:42:52, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.4784, top5_acc: 0.7180, loss_cls: 2.3811, loss: 2.3811, grad_norm: 5.3608 2020-10-01 07:21:02,781 - mmaction - INFO - Epoch [14][1720/2825] lr: 7.500e-03, eta: 2 days, 22:42:27, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3760, loss: 2.3760, grad_norm: 5.2623 2020-10-01 07:21:22,377 - mmaction - INFO - Epoch [14][1740/2825] lr: 7.500e-03, eta: 2 days, 22:41:58, time: 0.980, data_time: 0.007, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7146, loss_cls: 2.3445, loss: 2.3445, grad_norm: 5.1780 2020-10-01 07:21:42,974 - mmaction - INFO - Epoch [14][1760/2825] lr: 7.500e-03, eta: 2 days, 22:41:35, time: 1.030, data_time: 0.054, memory: 8353, top1_acc: 0.4609, top5_acc: 0.7188, loss_cls: 2.4081, loss: 2.4081, grad_norm: 5.3636 2020-10-01 07:22:04,393 - mmaction - INFO - Epoch [14][1780/2825] lr: 7.500e-03, eta: 2 days, 22:41:18, time: 1.071, data_time: 0.012, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7214, loss_cls: 2.3544, loss: 2.3544, grad_norm: 5.2551 2020-10-01 07:22:25,234 - mmaction - INFO - Epoch [14][1800/2825] lr: 7.500e-03, eta: 2 days, 22:40:57, time: 1.042, data_time: 0.019, memory: 8353, top1_acc: 0.4880, top5_acc: 0.7312, loss_cls: 2.2989, loss: 2.2989, grad_norm: 5.3097 2020-10-01 07:22:46,056 - mmaction - INFO - Epoch [14][1820/2825] lr: 7.500e-03, eta: 2 days, 22:40:36, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7161, loss_cls: 2.3411, loss: 2.3411, grad_norm: 5.2532 2020-10-01 07:23:07,459 - mmaction - INFO - Epoch [14][1840/2825] lr: 7.500e-03, eta: 2 days, 22:40:18, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4760, top5_acc: 0.7307, loss_cls: 2.3181, loss: 2.3181, grad_norm: 5.1762 2020-10-01 07:23:28,033 - mmaction - INFO - Epoch [14][1860/2825] lr: 7.500e-03, eta: 2 days, 22:39:56, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.3325, loss: 2.3325, grad_norm: 5.2222 2020-10-01 07:23:47,865 - mmaction - INFO - Epoch [14][1880/2825] lr: 7.500e-03, eta: 2 days, 22:39:28, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7148, loss_cls: 2.3472, loss: 2.3472, grad_norm: 5.2829 2020-10-01 07:24:09,030 - mmaction - INFO - Epoch [14][1900/2825] lr: 7.500e-03, eta: 2 days, 22:39:10, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7086, loss_cls: 2.4257, loss: 2.4257, grad_norm: 5.3577 2020-10-01 07:24:30,167 - mmaction - INFO - Epoch [14][1920/2825] lr: 7.500e-03, eta: 2 days, 22:38:50, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4773, top5_acc: 0.7240, loss_cls: 2.3435, loss: 2.3435, grad_norm: 5.2643 2020-10-01 07:24:49,730 - mmaction - INFO - Epoch [14][1940/2825] lr: 7.500e-03, eta: 2 days, 22:38:21, time: 0.978, data_time: 0.001, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7083, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.2831 2020-10-01 07:25:10,580 - mmaction - INFO - Epoch [14][1960/2825] lr: 7.500e-03, eta: 2 days, 22:38:00, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.4628, top5_acc: 0.7245, loss_cls: 2.3558, loss: 2.3558, grad_norm: 5.2882 2020-10-01 07:25:31,530 - mmaction - INFO - Epoch [14][1980/2825] lr: 7.500e-03, eta: 2 days, 22:37:40, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.3289, loss: 2.3289, grad_norm: 5.2293 2020-10-01 07:25:52,021 - mmaction - INFO - Epoch [14][2000/2825] lr: 7.500e-03, eta: 2 days, 22:37:17, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7185, loss_cls: 2.3575, loss: 2.3575, grad_norm: 5.3507 2020-10-01 07:26:11,488 - mmaction - INFO - Epoch [14][2020/2825] lr: 7.500e-03, eta: 2 days, 22:36:47, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7151, loss_cls: 2.3587, loss: 2.3587, grad_norm: 5.2612 2020-10-01 07:26:32,668 - mmaction - INFO - Epoch [14][2040/2825] lr: 7.500e-03, eta: 2 days, 22:36:29, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7273, loss_cls: 2.2941, loss: 2.2941, grad_norm: 5.2700 2020-10-01 07:26:55,388 - mmaction - INFO - Epoch [14][2060/2825] lr: 7.500e-03, eta: 2 days, 22:36:19, time: 1.136, data_time: 0.002, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.3086, loss: 2.3086, grad_norm: 5.2139 2020-10-01 07:27:15,054 - mmaction - INFO - Epoch [14][2080/2825] lr: 7.500e-03, eta: 2 days, 22:35:51, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7112, loss_cls: 2.3780, loss: 2.3780, grad_norm: 5.2565 2020-10-01 07:27:35,269 - mmaction - INFO - Epoch [14][2100/2825] lr: 7.500e-03, eta: 2 days, 22:35:26, time: 1.011, data_time: 0.005, memory: 8353, top1_acc: 0.4591, top5_acc: 0.7156, loss_cls: 2.3780, loss: 2.3780, grad_norm: 5.2590 2020-10-01 07:27:56,572 - mmaction - INFO - Epoch [14][2120/2825] lr: 7.500e-03, eta: 2 days, 22:35:08, time: 1.065, data_time: 0.107, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7326, loss_cls: 2.3055, loss: 2.3055, grad_norm: 5.1846 2020-10-01 07:28:17,229 - mmaction - INFO - Epoch [14][2140/2825] lr: 7.500e-03, eta: 2 days, 22:34:46, time: 1.033, data_time: 0.314, memory: 8353, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.3533, loss: 2.3533, grad_norm: 5.1875 2020-10-01 07:28:37,912 - mmaction - INFO - Epoch [14][2160/2825] lr: 7.500e-03, eta: 2 days, 22:34:24, time: 1.034, data_time: 0.269, memory: 8353, top1_acc: 0.4849, top5_acc: 0.7216, loss_cls: 2.3237, loss: 2.3237, grad_norm: 5.2490 2020-10-01 07:28:57,543 - mmaction - INFO - Epoch [14][2180/2825] lr: 7.500e-03, eta: 2 days, 22:33:56, time: 0.982, data_time: 0.097, memory: 8353, top1_acc: 0.4747, top5_acc: 0.7141, loss_cls: 2.3546, loss: 2.3546, grad_norm: 5.3441 2020-10-01 07:29:18,624 - mmaction - INFO - Epoch [14][2200/2825] lr: 7.500e-03, eta: 2 days, 22:33:36, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7193, loss_cls: 2.3486, loss: 2.3486, grad_norm: 5.2833 2020-10-01 07:29:39,000 - mmaction - INFO - Epoch [14][2220/2825] lr: 7.500e-03, eta: 2 days, 22:33:12, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.4732, top5_acc: 0.7258, loss_cls: 2.3383, loss: 2.3383, grad_norm: 5.1946 2020-10-01 07:30:00,125 - mmaction - INFO - Epoch [14][2240/2825] lr: 7.500e-03, eta: 2 days, 22:32:53, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.4797, top5_acc: 0.7339, loss_cls: 2.3125, loss: 2.3125, grad_norm: 5.0763 2020-10-01 07:30:21,892 - mmaction - INFO - Epoch [14][2260/2825] lr: 7.500e-03, eta: 2 days, 22:32:38, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.4703, top5_acc: 0.7187, loss_cls: 2.3221, loss: 2.3221, grad_norm: 5.1719 2020-10-01 07:30:43,337 - mmaction - INFO - Epoch [14][2280/2825] lr: 7.500e-03, eta: 2 days, 22:32:21, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.4740, top5_acc: 0.7104, loss_cls: 2.3717, loss: 2.3717, grad_norm: 5.2127 2020-10-01 07:31:03,674 - mmaction - INFO - Epoch [14][2300/2825] lr: 7.500e-03, eta: 2 days, 22:31:57, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7247, loss_cls: 2.3475, loss: 2.3475, grad_norm: 5.3230 2020-10-01 07:31:24,213 - mmaction - INFO - Epoch [14][2320/2825] lr: 7.500e-03, eta: 2 days, 22:31:34, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4708, top5_acc: 0.7094, loss_cls: 2.4052, loss: 2.4052, grad_norm: 5.3637 2020-10-01 07:31:44,349 - mmaction - INFO - Epoch [14][2340/2825] lr: 7.500e-03, eta: 2 days, 22:31:08, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.4734, top5_acc: 0.7177, loss_cls: 2.3478, loss: 2.3478, grad_norm: 5.2616 2020-10-01 07:32:04,351 - mmaction - INFO - Epoch [14][2360/2825] lr: 7.500e-03, eta: 2 days, 22:30:42, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4823, top5_acc: 0.7154, loss_cls: 2.3476, loss: 2.3476, grad_norm: 5.1273 2020-10-01 07:32:25,838 - mmaction - INFO - Epoch [14][2380/2825] lr: 7.500e-03, eta: 2 days, 22:30:25, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4646, top5_acc: 0.7125, loss_cls: 2.3756, loss: 2.3756, grad_norm: 5.3212 2020-10-01 07:32:46,681 - mmaction - INFO - Epoch [14][2400/2825] lr: 7.500e-03, eta: 2 days, 22:30:04, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.4810, top5_acc: 0.7167, loss_cls: 2.3592, loss: 2.3592, grad_norm: 5.2550 2020-10-01 07:33:06,444 - mmaction - INFO - Epoch [14][2420/2825] lr: 7.500e-03, eta: 2 days, 22:29:37, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4786, top5_acc: 0.7208, loss_cls: 2.3333, loss: 2.3333, grad_norm: 5.1567 2020-10-01 07:33:27,288 - mmaction - INFO - Epoch [14][2440/2825] lr: 7.500e-03, eta: 2 days, 22:29:16, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4904, top5_acc: 0.7216, loss_cls: 2.3103, loss: 2.3103, grad_norm: 5.1439 2020-10-01 07:33:48,330 - mmaction - INFO - Epoch [14][2460/2825] lr: 7.500e-03, eta: 2 days, 22:28:56, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4771, top5_acc: 0.7156, loss_cls: 2.3345, loss: 2.3345, grad_norm: 5.2587 2020-10-01 07:34:09,561 - mmaction - INFO - Epoch [14][2480/2825] lr: 7.500e-03, eta: 2 days, 22:28:37, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7172, loss_cls: 2.3251, loss: 2.3251, grad_norm: 5.2517 2020-10-01 07:34:30,103 - mmaction - INFO - Epoch [14][2500/2825] lr: 7.500e-03, eta: 2 days, 22:28:14, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4724, top5_acc: 0.7253, loss_cls: 2.3400, loss: 2.3400, grad_norm: 5.2030 2020-10-01 07:34:49,620 - mmaction - INFO - Epoch [14][2520/2825] lr: 7.500e-03, eta: 2 days, 22:27:45, time: 0.977, data_time: 0.003, memory: 8353, top1_acc: 0.4771, top5_acc: 0.7221, loss_cls: 2.3590, loss: 2.3590, grad_norm: 5.3239 2020-10-01 07:35:11,676 - mmaction - INFO - Epoch [14][2540/2825] lr: 7.500e-03, eta: 2 days, 22:27:32, time: 1.103, data_time: 0.023, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7318, loss_cls: 2.2992, loss: 2.2992, grad_norm: 5.3016 2020-10-01 07:35:32,165 - mmaction - INFO - Epoch [14][2560/2825] lr: 7.500e-03, eta: 2 days, 22:27:09, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7344, loss_cls: 2.2840, loss: 2.2840, grad_norm: 5.2363 2020-10-01 07:35:52,284 - mmaction - INFO - Epoch [14][2580/2825] lr: 7.500e-03, eta: 2 days, 22:26:43, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7102, loss_cls: 2.3445, loss: 2.3445, grad_norm: 5.2323 2020-10-01 07:36:13,346 - mmaction - INFO - Epoch [14][2600/2825] lr: 7.500e-03, eta: 2 days, 22:26:24, time: 1.054, data_time: 0.011, memory: 8353, top1_acc: 0.4685, top5_acc: 0.7247, loss_cls: 2.3429, loss: 2.3429, grad_norm: 5.2729 2020-10-01 07:36:34,040 - mmaction - INFO - Epoch [14][2620/2825] lr: 7.500e-03, eta: 2 days, 22:26:02, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.4786, top5_acc: 0.7146, loss_cls: 2.3757, loss: 2.3757, grad_norm: 5.3190 2020-10-01 07:36:53,758 - mmaction - INFO - Epoch [14][2640/2825] lr: 7.500e-03, eta: 2 days, 22:25:34, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.3705, loss: 2.3705, grad_norm: 5.2476 2020-10-01 07:37:15,193 - mmaction - INFO - Epoch [14][2660/2825] lr: 7.500e-03, eta: 2 days, 22:25:17, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7247, loss_cls: 2.3370, loss: 2.3370, grad_norm: 5.2353 2020-10-01 07:37:35,996 - mmaction - INFO - Epoch [14][2680/2825] lr: 7.500e-03, eta: 2 days, 22:24:56, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7214, loss_cls: 2.3380, loss: 2.3380, grad_norm: 5.2285 2020-10-01 07:37:55,850 - mmaction - INFO - Epoch [14][2700/2825] lr: 7.500e-03, eta: 2 days, 22:24:29, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.4836, top5_acc: 0.7294, loss_cls: 2.3180, loss: 2.3180, grad_norm: 5.2967 2020-10-01 07:38:17,127 - mmaction - INFO - Epoch [14][2720/2825] lr: 7.500e-03, eta: 2 days, 22:24:10, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7203, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.3006 2020-10-01 07:38:38,009 - mmaction - INFO - Epoch [14][2740/2825] lr: 7.500e-03, eta: 2 days, 22:23:50, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7177, loss_cls: 2.3611, loss: 2.3611, grad_norm: 5.3078 2020-10-01 07:38:58,189 - mmaction - INFO - Epoch [14][2760/2825] lr: 7.500e-03, eta: 2 days, 22:23:25, time: 1.010, data_time: 0.016, memory: 8353, top1_acc: 0.4654, top5_acc: 0.7091, loss_cls: 2.3987, loss: 2.3987, grad_norm: 5.3333 2020-10-01 07:39:18,441 - mmaction - INFO - Epoch [14][2780/2825] lr: 7.500e-03, eta: 2 days, 22:23:00, time: 1.012, data_time: 0.004, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7203, loss_cls: 2.3339, loss: 2.3339, grad_norm: 5.2103 2020-10-01 07:39:39,035 - mmaction - INFO - Epoch [14][2800/2825] lr: 7.500e-03, eta: 2 days, 22:22:38, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.3420, loss: 2.3420, grad_norm: 5.2907 2020-10-01 07:39:59,894 - mmaction - INFO - Epoch [14][2820/2825] lr: 7.500e-03, eta: 2 days, 22:22:17, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7161, loss_cls: 2.3422, loss: 2.3422, grad_norm: 5.2501 2020-10-01 07:40:06,497 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-10-01 07:40:54,986 - mmaction - INFO - Epoch [15][20/2825] lr: 7.500e-03, eta: 2 days, 22:24:03, time: 2.383, data_time: 1.306, memory: 8353, top1_acc: 0.4896, top5_acc: 0.7240, loss_cls: 2.3350, loss: 2.3350, grad_norm: 5.3698 2020-10-01 07:41:16,476 - mmaction - INFO - Epoch [15][40/2825] lr: 7.500e-03, eta: 2 days, 22:23:46, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.4813, top5_acc: 0.7177, loss_cls: 2.3164, loss: 2.3164, grad_norm: 5.2711 2020-10-01 07:41:36,154 - mmaction - INFO - Epoch [15][60/2825] lr: 7.500e-03, eta: 2 days, 22:23:18, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7323, loss_cls: 2.2216, loss: 2.2216, grad_norm: 5.0944 2020-10-01 07:41:57,545 - mmaction - INFO - Epoch [15][80/2825] lr: 7.500e-03, eta: 2 days, 22:23:00, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7372, loss_cls: 2.2470, loss: 2.2470, grad_norm: 5.1573 2020-10-01 07:42:19,355 - mmaction - INFO - Epoch [15][100/2825] lr: 7.500e-03, eta: 2 days, 22:22:45, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7344, loss_cls: 2.2850, loss: 2.2850, grad_norm: 5.1955 2020-10-01 07:42:39,800 - mmaction - INFO - Epoch [15][120/2825] lr: 7.500e-03, eta: 2 days, 22:22:22, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7240, loss_cls: 2.3152, loss: 2.3152, grad_norm: 5.1567 2020-10-01 07:43:00,964 - mmaction - INFO - Epoch [15][140/2825] lr: 7.500e-03, eta: 2 days, 22:22:03, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4823, top5_acc: 0.7193, loss_cls: 2.3013, loss: 2.3013, grad_norm: 5.2230 2020-10-01 07:43:20,382 - mmaction - INFO - Epoch [15][160/2825] lr: 7.500e-03, eta: 2 days, 22:21:33, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7263, loss_cls: 2.2963, loss: 2.2963, grad_norm: 5.1557 2020-10-01 07:43:41,404 - mmaction - INFO - Epoch [15][180/2825] lr: 7.500e-03, eta: 2 days, 22:21:13, time: 1.049, data_time: 0.019, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7326, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.1097 2020-10-01 07:44:03,074 - mmaction - INFO - Epoch [15][200/2825] lr: 7.500e-03, eta: 2 days, 22:20:57, time: 1.084, data_time: 0.003, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7198, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.2905 2020-10-01 07:44:24,551 - mmaction - INFO - Epoch [15][220/2825] lr: 7.500e-03, eta: 2 days, 22:20:40, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.4737, top5_acc: 0.7086, loss_cls: 2.3860, loss: 2.3860, grad_norm: 5.2782 2020-10-01 07:44:44,636 - mmaction - INFO - Epoch [15][240/2825] lr: 7.500e-03, eta: 2 days, 22:20:14, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.3122, loss: 2.3122, grad_norm: 5.2153 2020-10-01 07:45:05,569 - mmaction - INFO - Epoch [15][260/2825] lr: 7.500e-03, eta: 2 days, 22:19:54, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4820, top5_acc: 0.7276, loss_cls: 2.2799, loss: 2.2799, grad_norm: 5.1515 2020-10-01 07:45:25,631 - mmaction - INFO - Epoch [15][280/2825] lr: 7.500e-03, eta: 2 days, 22:19:28, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7328, loss_cls: 2.2445, loss: 2.2445, grad_norm: 5.1044 2020-10-01 07:45:47,773 - mmaction - INFO - Epoch [15][300/2825] lr: 7.500e-03, eta: 2 days, 22:19:15, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.4810, top5_acc: 0.7148, loss_cls: 2.3210, loss: 2.3210, grad_norm: 5.1962 2020-10-01 07:46:08,885 - mmaction - INFO - Epoch [15][320/2825] lr: 7.500e-03, eta: 2 days, 22:18:56, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7326, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.1888 2020-10-01 07:46:28,399 - mmaction - INFO - Epoch [15][340/2825] lr: 7.500e-03, eta: 2 days, 22:18:27, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.4727, top5_acc: 0.7247, loss_cls: 2.3587, loss: 2.3587, grad_norm: 5.3920 2020-10-01 07:46:49,776 - mmaction - INFO - Epoch [15][360/2825] lr: 7.500e-03, eta: 2 days, 22:18:09, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7354, loss_cls: 2.2858, loss: 2.2858, grad_norm: 5.2939 2020-10-01 07:47:11,187 - mmaction - INFO - Epoch [15][380/2825] lr: 7.500e-03, eta: 2 days, 22:17:51, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3458, loss: 2.3458, grad_norm: 5.2803 2020-10-01 07:47:30,960 - mmaction - INFO - Epoch [15][400/2825] lr: 7.500e-03, eta: 2 days, 22:17:24, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7271, loss_cls: 2.2845, loss: 2.2845, grad_norm: 5.1605 2020-10-01 07:47:52,982 - mmaction - INFO - Epoch [15][420/2825] lr: 7.500e-03, eta: 2 days, 22:17:10, time: 1.100, data_time: 0.001, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7372, loss_cls: 2.2632, loss: 2.2632, grad_norm: 5.2099 2020-10-01 07:48:12,948 - mmaction - INFO - Epoch [15][440/2825] lr: 7.500e-03, eta: 2 days, 22:16:44, time: 1.000, data_time: 0.003, memory: 8353, top1_acc: 0.4841, top5_acc: 0.7190, loss_cls: 2.3332, loss: 2.3332, grad_norm: 5.2957 2020-10-01 07:48:34,064 - mmaction - INFO - Epoch [15][460/2825] lr: 7.500e-03, eta: 2 days, 22:16:24, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7182, loss_cls: 2.3415, loss: 2.3415, grad_norm: 5.3375 2020-10-01 07:48:53,839 - mmaction - INFO - Epoch [15][480/2825] lr: 7.500e-03, eta: 2 days, 22:15:57, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7279, loss_cls: 2.2816, loss: 2.2816, grad_norm: 5.1762 2020-10-01 07:49:15,062 - mmaction - INFO - Epoch [15][500/2825] lr: 7.500e-03, eta: 2 days, 22:15:38, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7195, loss_cls: 2.3303, loss: 2.3303, grad_norm: 5.3007 2020-10-01 07:49:36,252 - mmaction - INFO - Epoch [15][520/2825] lr: 7.500e-03, eta: 2 days, 22:15:19, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7276, loss_cls: 2.3050, loss: 2.3050, grad_norm: 5.2290 2020-10-01 07:49:56,482 - mmaction - INFO - Epoch [15][540/2825] lr: 7.500e-03, eta: 2 days, 22:14:54, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.3122, loss: 2.3122, grad_norm: 5.2242 2020-10-01 07:50:17,129 - mmaction - INFO - Epoch [15][560/2825] lr: 7.500e-03, eta: 2 days, 22:14:32, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7279, loss_cls: 2.2923, loss: 2.2923, grad_norm: 5.2192 2020-10-01 07:50:37,323 - mmaction - INFO - Epoch [15][580/2825] lr: 7.500e-03, eta: 2 days, 22:14:07, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7323, loss_cls: 2.3261, loss: 2.3261, grad_norm: 5.2705 2020-10-01 07:50:59,075 - mmaction - INFO - Epoch [15][600/2825] lr: 7.500e-03, eta: 2 days, 22:13:52, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7318, loss_cls: 2.3078, loss: 2.3078, grad_norm: 5.2638 2020-10-01 07:51:19,928 - mmaction - INFO - Epoch [15][620/2825] lr: 7.500e-03, eta: 2 days, 22:13:31, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4839, top5_acc: 0.7234, loss_cls: 2.3062, loss: 2.3062, grad_norm: 5.2816 2020-10-01 07:51:40,947 - mmaction - INFO - Epoch [15][640/2825] lr: 7.500e-03, eta: 2 days, 22:13:11, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.4638, top5_acc: 0.7065, loss_cls: 2.4185, loss: 2.4185, grad_norm: 5.3841 2020-10-01 07:52:02,341 - mmaction - INFO - Epoch [15][660/2825] lr: 7.500e-03, eta: 2 days, 22:12:53, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.3655 2020-10-01 07:52:23,546 - mmaction - INFO - Epoch [15][680/2825] lr: 7.500e-03, eta: 2 days, 22:12:34, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.2451, loss: 2.2451, grad_norm: 5.2690 2020-10-01 07:52:43,200 - mmaction - INFO - Epoch [15][700/2825] lr: 7.500e-03, eta: 2 days, 22:12:06, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7234, loss_cls: 2.3334, loss: 2.3334, grad_norm: 5.2690 2020-10-01 07:53:03,338 - mmaction - INFO - Epoch [15][720/2825] lr: 7.500e-03, eta: 2 days, 22:11:41, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.4828, top5_acc: 0.7208, loss_cls: 2.3596, loss: 2.3596, grad_norm: 5.3281 2020-10-01 07:53:24,826 - mmaction - INFO - Epoch [15][740/2825] lr: 7.500e-03, eta: 2 days, 22:11:24, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7258, loss_cls: 2.3191, loss: 2.3191, grad_norm: 5.2080 2020-10-01 07:53:46,732 - mmaction - INFO - Epoch [15][760/2825] lr: 7.500e-03, eta: 2 days, 22:11:09, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.3122, loss: 2.3122, grad_norm: 5.1842 2020-10-01 07:54:05,778 - mmaction - INFO - Epoch [15][780/2825] lr: 7.500e-03, eta: 2 days, 22:10:38, time: 0.952, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7326, loss_cls: 2.2913, loss: 2.2913, grad_norm: 5.1850 2020-10-01 07:54:27,520 - mmaction - INFO - Epoch [15][800/2825] lr: 7.500e-03, eta: 2 days, 22:10:22, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7299, loss_cls: 2.2778, loss: 2.2778, grad_norm: 5.2087 2020-10-01 07:54:48,603 - mmaction - INFO - Epoch [15][820/2825] lr: 7.500e-03, eta: 2 days, 22:10:02, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7206, loss_cls: 2.3273, loss: 2.3273, grad_norm: 5.3165 2020-10-01 07:55:07,810 - mmaction - INFO - Epoch [15][840/2825] lr: 7.500e-03, eta: 2 days, 22:09:32, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7138, loss_cls: 2.3343, loss: 2.3343, grad_norm: 5.2744 2020-10-01 07:55:28,742 - mmaction - INFO - Epoch [15][860/2825] lr: 7.500e-03, eta: 2 days, 22:09:11, time: 1.047, data_time: 0.005, memory: 8353, top1_acc: 0.4682, top5_acc: 0.7164, loss_cls: 2.3918, loss: 2.3918, grad_norm: 5.3374 2020-10-01 07:55:49,614 - mmaction - INFO - Epoch [15][880/2825] lr: 7.500e-03, eta: 2 days, 22:08:50, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7185, loss_cls: 2.3207, loss: 2.3207, grad_norm: 5.1806 2020-10-01 07:56:09,133 - mmaction - INFO - Epoch [15][900/2825] lr: 7.500e-03, eta: 2 days, 22:08:21, time: 0.975, data_time: 0.001, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7370, loss_cls: 2.2518, loss: 2.2518, grad_norm: 5.1764 2020-10-01 07:56:30,321 - mmaction - INFO - Epoch [15][920/2825] lr: 7.500e-03, eta: 2 days, 22:08:02, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7263, loss_cls: 2.3329, loss: 2.3329, grad_norm: 5.3177 2020-10-01 07:56:50,498 - mmaction - INFO - Epoch [15][940/2825] lr: 7.500e-03, eta: 2 days, 22:07:38, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7289, loss_cls: 2.2951, loss: 2.2951, grad_norm: 5.2473 2020-10-01 07:57:11,588 - mmaction - INFO - Epoch [15][960/2825] lr: 7.500e-03, eta: 2 days, 22:07:18, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7365, loss_cls: 2.2268, loss: 2.2268, grad_norm: 5.1961 2020-10-01 07:57:32,020 - mmaction - INFO - Epoch [15][980/2825] lr: 7.500e-03, eta: 2 days, 22:06:54, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7232, loss_cls: 2.3437, loss: 2.3437, grad_norm: 5.2044 2020-10-01 07:57:53,081 - mmaction - INFO - Epoch [15][1000/2825] lr: 7.500e-03, eta: 2 days, 22:06:35, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7221, loss_cls: 2.3248, loss: 2.3248, grad_norm: 5.2306 2020-10-01 07:58:12,681 - mmaction - INFO - Epoch [15][1020/2825] lr: 7.500e-03, eta: 2 days, 22:06:06, time: 0.980, data_time: 0.022, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7190, loss_cls: 2.3054, loss: 2.3054, grad_norm: 5.1292 2020-10-01 07:58:33,528 - mmaction - INFO - Epoch [15][1040/2825] lr: 7.500e-03, eta: 2 days, 22:05:46, time: 1.042, data_time: 0.008, memory: 8353, top1_acc: 0.4846, top5_acc: 0.7216, loss_cls: 2.3284, loss: 2.3284, grad_norm: 5.1960 2020-10-01 07:58:54,418 - mmaction - INFO - Epoch [15][1060/2825] lr: 7.500e-03, eta: 2 days, 22:05:25, time: 1.045, data_time: 0.012, memory: 8353, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.3415, loss: 2.3415, grad_norm: 5.2977 2020-10-01 07:59:15,754 - mmaction - INFO - Epoch [15][1080/2825] lr: 7.500e-03, eta: 2 days, 22:05:07, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3107, loss: 2.3107, grad_norm: 5.2799 2020-10-01 07:59:36,116 - mmaction - INFO - Epoch [15][1100/2825] lr: 7.500e-03, eta: 2 days, 22:04:43, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7219, loss_cls: 2.3141, loss: 2.3141, grad_norm: 5.2166 2020-10-01 07:59:55,723 - mmaction - INFO - Epoch [15][1120/2825] lr: 7.500e-03, eta: 2 days, 22:04:15, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.4672, top5_acc: 0.7130, loss_cls: 2.3767, loss: 2.3767, grad_norm: 5.3742 2020-10-01 08:00:18,161 - mmaction - INFO - Epoch [15][1140/2825] lr: 7.500e-03, eta: 2 days, 22:04:03, time: 1.122, data_time: 0.002, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7263, loss_cls: 2.3030, loss: 2.3030, grad_norm: 5.2464 2020-10-01 08:00:38,581 - mmaction - INFO - Epoch [15][1160/2825] lr: 7.500e-03, eta: 2 days, 22:03:40, time: 1.022, data_time: 0.019, memory: 8353, top1_acc: 0.4797, top5_acc: 0.7169, loss_cls: 2.3542, loss: 2.3542, grad_norm: 5.2860 2020-10-01 08:00:59,392 - mmaction - INFO - Epoch [15][1180/2825] lr: 7.500e-03, eta: 2 days, 22:03:18, time: 1.040, data_time: 0.030, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.3036, loss: 2.3036, grad_norm: 5.2636 2020-10-01 08:01:21,120 - mmaction - INFO - Epoch [15][1200/2825] lr: 7.500e-03, eta: 2 days, 22:03:03, time: 1.086, data_time: 0.092, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7083, loss_cls: 2.3677, loss: 2.3677, grad_norm: 5.2759 2020-10-01 08:01:41,184 - mmaction - INFO - Epoch [15][1220/2825] lr: 7.500e-03, eta: 2 days, 22:02:37, time: 1.002, data_time: 0.357, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7362, loss_cls: 2.2789, loss: 2.2789, grad_norm: 5.2703 2020-10-01 08:02:01,415 - mmaction - INFO - Epoch [15][1240/2825] lr: 7.500e-03, eta: 2 days, 22:02:12, time: 1.012, data_time: 0.302, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7201, loss_cls: 2.3178, loss: 2.3178, grad_norm: 5.2542 2020-10-01 08:02:23,268 - mmaction - INFO - Epoch [15][1260/2825] lr: 7.500e-03, eta: 2 days, 22:01:57, time: 1.093, data_time: 0.003, memory: 8353, top1_acc: 0.4836, top5_acc: 0.7247, loss_cls: 2.3346, loss: 2.3346, grad_norm: 5.3472 2020-10-01 08:02:44,409 - mmaction - INFO - Epoch [15][1280/2825] lr: 7.500e-03, eta: 2 days, 22:01:38, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7367, loss_cls: 2.2485, loss: 2.2485, grad_norm: 5.2305 2020-10-01 08:03:04,317 - mmaction - INFO - Epoch [15][1300/2825] lr: 7.500e-03, eta: 2 days, 22:01:12, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7214, loss_cls: 2.3142, loss: 2.3142, grad_norm: 5.1906 2020-10-01 08:03:25,832 - mmaction - INFO - Epoch [15][1320/2825] lr: 7.500e-03, eta: 2 days, 22:00:55, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7167, loss_cls: 2.3159, loss: 2.3159, grad_norm: 5.2544 2020-10-01 08:03:45,573 - mmaction - INFO - Epoch [15][1340/2825] lr: 7.500e-03, eta: 2 days, 22:00:27, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7263, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.2714 2020-10-01 08:04:06,589 - mmaction - INFO - Epoch [15][1360/2825] lr: 7.500e-03, eta: 2 days, 22:00:07, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7260, loss_cls: 2.3167, loss: 2.3167, grad_norm: 5.3022 2020-10-01 08:04:27,991 - mmaction - INFO - Epoch [15][1380/2825] lr: 7.500e-03, eta: 2 days, 21:59:50, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7237, loss_cls: 2.3377, loss: 2.3377, grad_norm: 5.3568 2020-10-01 08:04:47,587 - mmaction - INFO - Epoch [15][1400/2825] lr: 7.500e-03, eta: 2 days, 21:59:21, time: 0.981, data_time: 0.015, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7302, loss_cls: 2.2901, loss: 2.2901, grad_norm: 5.1783 2020-10-01 08:05:08,285 - mmaction - INFO - Epoch [15][1420/2825] lr: 7.500e-03, eta: 2 days, 21:59:00, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7227, loss_cls: 2.3189, loss: 2.3189, grad_norm: 5.1816 2020-10-01 08:05:29,077 - mmaction - INFO - Epoch [15][1440/2825] lr: 7.500e-03, eta: 2 days, 21:58:38, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.4724, top5_acc: 0.7047, loss_cls: 2.4010, loss: 2.4010, grad_norm: 5.2880 2020-10-01 08:05:49,465 - mmaction - INFO - Epoch [15][1460/2825] lr: 7.500e-03, eta: 2 days, 21:58:14, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4690, top5_acc: 0.7216, loss_cls: 2.3649, loss: 2.3649, grad_norm: 5.2073 2020-10-01 08:06:09,649 - mmaction - INFO - Epoch [15][1480/2825] lr: 7.500e-03, eta: 2 days, 21:57:50, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7224, loss_cls: 2.3402, loss: 2.3402, grad_norm: 5.2454 2020-10-01 08:06:30,899 - mmaction - INFO - Epoch [15][1500/2825] lr: 7.500e-03, eta: 2 days, 21:57:31, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.4641, top5_acc: 0.7146, loss_cls: 2.3844, loss: 2.3844, grad_norm: 5.3437 2020-10-01 08:06:50,898 - mmaction - INFO - Epoch [15][1520/2825] lr: 7.500e-03, eta: 2 days, 21:57:05, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7104, loss_cls: 2.4117, loss: 2.4117, grad_norm: 5.3545 2020-10-01 08:07:12,673 - mmaction - INFO - Epoch [15][1540/2825] lr: 7.500e-03, eta: 2 days, 21:56:50, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7253, loss_cls: 2.3188, loss: 2.3188, grad_norm: 5.2706 2020-10-01 08:07:32,888 - mmaction - INFO - Epoch [15][1560/2825] lr: 7.500e-03, eta: 2 days, 21:56:25, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7250, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.3535 2020-10-01 08:07:52,383 - mmaction - INFO - Epoch [15][1580/2825] lr: 7.500e-03, eta: 2 days, 21:55:56, time: 0.974, data_time: 0.004, memory: 8353, top1_acc: 0.4799, top5_acc: 0.7164, loss_cls: 2.3772, loss: 2.3772, grad_norm: 5.3450 2020-10-01 08:08:13,358 - mmaction - INFO - Epoch [15][1600/2825] lr: 7.500e-03, eta: 2 days, 21:55:36, time: 1.049, data_time: 0.048, memory: 8353, top1_acc: 0.4755, top5_acc: 0.7161, loss_cls: 2.3409, loss: 2.3409, grad_norm: 5.2847 2020-10-01 08:08:34,150 - mmaction - INFO - Epoch [15][1620/2825] lr: 7.500e-03, eta: 2 days, 21:55:15, time: 1.039, data_time: 0.304, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7193, loss_cls: 2.3215, loss: 2.3215, grad_norm: 5.3028 2020-10-01 08:08:55,217 - mmaction - INFO - Epoch [15][1640/2825] lr: 7.500e-03, eta: 2 days, 21:54:55, time: 1.054, data_time: 0.438, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7255, loss_cls: 2.2978, loss: 2.2978, grad_norm: 5.2001 2020-10-01 08:09:15,523 - mmaction - INFO - Epoch [15][1660/2825] lr: 7.500e-03, eta: 2 days, 21:54:31, time: 1.016, data_time: 0.401, memory: 8353, top1_acc: 0.4750, top5_acc: 0.7198, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.2733 2020-10-01 08:09:35,462 - mmaction - INFO - Epoch [15][1680/2825] lr: 7.500e-03, eta: 2 days, 21:54:05, time: 0.996, data_time: 0.183, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7354, loss_cls: 2.2675, loss: 2.2675, grad_norm: 5.2485 2020-10-01 08:09:56,548 - mmaction - INFO - Epoch [15][1700/2825] lr: 7.500e-03, eta: 2 days, 21:53:45, time: 1.054, data_time: 0.019, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7138, loss_cls: 2.4187, loss: 2.4187, grad_norm: 5.3673 2020-10-01 08:10:17,525 - mmaction - INFO - Epoch [15][1720/2825] lr: 7.500e-03, eta: 2 days, 21:53:25, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7271, loss_cls: 2.2987, loss: 2.2987, grad_norm: 5.2969 2020-10-01 08:10:37,381 - mmaction - INFO - Epoch [15][1740/2825] lr: 7.500e-03, eta: 2 days, 21:52:58, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7247, loss_cls: 2.3310, loss: 2.3310, grad_norm: 5.2342 2020-10-01 08:10:59,073 - mmaction - INFO - Epoch [15][1760/2825] lr: 7.500e-03, eta: 2 days, 21:52:42, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7289, loss_cls: 2.2743, loss: 2.2743, grad_norm: 5.2529 2020-10-01 08:11:18,686 - mmaction - INFO - Epoch [15][1780/2825] lr: 7.500e-03, eta: 2 days, 21:52:14, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7208, loss_cls: 2.3034, loss: 2.3034, grad_norm: 5.1393 2020-10-01 08:11:39,165 - mmaction - INFO - Epoch [15][1800/2825] lr: 7.500e-03, eta: 2 days, 21:51:51, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7299, loss_cls: 2.3206, loss: 2.3206, grad_norm: 5.2533 2020-10-01 08:12:00,112 - mmaction - INFO - Epoch [15][1820/2825] lr: 7.500e-03, eta: 2 days, 21:51:31, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7281, loss_cls: 2.2771, loss: 2.2771, grad_norm: 5.2020 2020-10-01 08:12:21,150 - mmaction - INFO - Epoch [15][1840/2825] lr: 7.500e-03, eta: 2 days, 21:51:11, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4958, top5_acc: 0.7370, loss_cls: 2.2603, loss: 2.2603, grad_norm: 5.2456 2020-10-01 08:12:40,972 - mmaction - INFO - Epoch [15][1860/2825] lr: 7.500e-03, eta: 2 days, 21:50:44, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.4760, top5_acc: 0.7195, loss_cls: 2.3451, loss: 2.3451, grad_norm: 5.2881 2020-10-01 08:13:02,007 - mmaction - INFO - Epoch [15][1880/2825] lr: 7.500e-03, eta: 2 days, 21:50:24, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7260, loss_cls: 2.2903, loss: 2.2903, grad_norm: 5.2246 2020-10-01 08:13:24,125 - mmaction - INFO - Epoch [15][1900/2825] lr: 7.500e-03, eta: 2 days, 21:50:11, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7128, loss_cls: 2.3376, loss: 2.3376, grad_norm: 5.2549 2020-10-01 08:13:43,761 - mmaction - INFO - Epoch [15][1920/2825] lr: 7.500e-03, eta: 2 days, 21:49:43, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7281, loss_cls: 2.2940, loss: 2.2940, grad_norm: 5.2525 2020-10-01 08:14:03,931 - mmaction - INFO - Epoch [15][1940/2825] lr: 7.500e-03, eta: 2 days, 21:49:18, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4760, top5_acc: 0.7195, loss_cls: 2.3652, loss: 2.3652, grad_norm: 5.2895 2020-10-01 08:14:24,430 - mmaction - INFO - Epoch [15][1960/2825] lr: 7.500e-03, eta: 2 days, 21:48:55, time: 1.025, data_time: 0.034, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7268, loss_cls: 2.3328, loss: 2.3328, grad_norm: 5.1761 2020-10-01 08:14:45,190 - mmaction - INFO - Epoch [15][1980/2825] lr: 7.500e-03, eta: 2 days, 21:48:33, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7229, loss_cls: 2.3373, loss: 2.3373, grad_norm: 5.2710 2020-10-01 08:15:06,333 - mmaction - INFO - Epoch [15][2000/2825] lr: 7.500e-03, eta: 2 days, 21:48:14, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7315, loss_cls: 2.2984, loss: 2.2984, grad_norm: 5.2098 2020-10-01 08:15:26,386 - mmaction - INFO - Epoch [15][2020/2825] lr: 7.500e-03, eta: 2 days, 21:47:48, time: 1.002, data_time: 0.003, memory: 8353, top1_acc: 0.4841, top5_acc: 0.7201, loss_cls: 2.3444, loss: 2.3444, grad_norm: 5.2808 2020-10-01 08:15:47,057 - mmaction - INFO - Epoch [15][2040/2825] lr: 7.500e-03, eta: 2 days, 21:47:27, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7182, loss_cls: 2.3325, loss: 2.3325, grad_norm: 5.1992 2020-10-01 08:16:07,756 - mmaction - INFO - Epoch [15][2060/2825] lr: 7.500e-03, eta: 2 days, 21:47:05, time: 1.037, data_time: 0.008, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7307, loss_cls: 2.2721, loss: 2.2721, grad_norm: 5.1041 2020-10-01 08:16:28,307 - mmaction - INFO - Epoch [15][2080/2825] lr: 7.500e-03, eta: 2 days, 21:46:42, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.4747, top5_acc: 0.7143, loss_cls: 2.3519, loss: 2.3519, grad_norm: 5.2369 2020-10-01 08:16:48,977 - mmaction - INFO - Epoch [15][2100/2825] lr: 7.500e-03, eta: 2 days, 21:46:20, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7286, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.3209 2020-10-01 08:17:09,879 - mmaction - INFO - Epoch [15][2120/2825] lr: 7.500e-03, eta: 2 days, 21:46:00, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.4620, top5_acc: 0.7109, loss_cls: 2.3945, loss: 2.3945, grad_norm: 5.4282 2020-10-01 08:17:29,671 - mmaction - INFO - Epoch [15][2140/2825] lr: 7.500e-03, eta: 2 days, 21:45:33, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4904, top5_acc: 0.7266, loss_cls: 2.2791, loss: 2.2791, grad_norm: 5.2819 2020-10-01 08:17:50,592 - mmaction - INFO - Epoch [15][2160/2825] lr: 7.500e-03, eta: 2 days, 21:45:12, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4677, top5_acc: 0.7122, loss_cls: 2.3794, loss: 2.3794, grad_norm: 5.2686 2020-10-01 08:18:11,557 - mmaction - INFO - Epoch [15][2180/2825] lr: 7.500e-03, eta: 2 days, 21:44:52, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4664, top5_acc: 0.7107, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.2741 2020-10-01 08:18:31,213 - mmaction - INFO - Epoch [15][2200/2825] lr: 7.500e-03, eta: 2 days, 21:44:24, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7156, loss_cls: 2.3691, loss: 2.3691, grad_norm: 5.3074 2020-10-01 08:18:53,268 - mmaction - INFO - Epoch [15][2220/2825] lr: 7.500e-03, eta: 2 days, 21:44:10, time: 1.101, data_time: 0.001, memory: 8353, top1_acc: 0.4773, top5_acc: 0.7260, loss_cls: 2.3396, loss: 2.3396, grad_norm: 5.3090 2020-10-01 08:19:13,792 - mmaction - INFO - Epoch [15][2240/2825] lr: 7.500e-03, eta: 2 days, 21:43:47, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7154, loss_cls: 2.3208, loss: 2.3208, grad_norm: 5.2380 2020-10-01 08:19:34,387 - mmaction - INFO - Epoch [15][2260/2825] lr: 7.500e-03, eta: 2 days, 21:43:25, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7182, loss_cls: 2.3280, loss: 2.3280, grad_norm: 5.2293 2020-10-01 08:19:54,398 - mmaction - INFO - Epoch [15][2280/2825] lr: 7.500e-03, eta: 2 days, 21:42:59, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.4810, top5_acc: 0.7289, loss_cls: 2.3365, loss: 2.3365, grad_norm: 5.3029 2020-10-01 08:20:15,092 - mmaction - INFO - Epoch [15][2300/2825] lr: 7.500e-03, eta: 2 days, 21:42:37, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7201, loss_cls: 2.3351, loss: 2.3351, grad_norm: 5.2500 2020-10-01 08:20:36,768 - mmaction - INFO - Epoch [15][2320/2825] lr: 7.500e-03, eta: 2 days, 21:42:21, time: 1.084, data_time: 0.003, memory: 8353, top1_acc: 0.4771, top5_acc: 0.7276, loss_cls: 2.3335, loss: 2.3335, grad_norm: 5.3755 2020-10-01 08:20:56,387 - mmaction - INFO - Epoch [15][2340/2825] lr: 7.500e-03, eta: 2 days, 21:41:53, time: 0.981, data_time: 0.054, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7193, loss_cls: 2.3575, loss: 2.3575, grad_norm: 5.2470 2020-10-01 08:21:18,267 - mmaction - INFO - Epoch [15][2360/2825] lr: 7.500e-03, eta: 2 days, 21:41:38, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.4685, top5_acc: 0.7130, loss_cls: 2.3547, loss: 2.3547, grad_norm: 5.2676 2020-10-01 08:21:38,435 - mmaction - INFO - Epoch [15][2380/2825] lr: 7.500e-03, eta: 2 days, 21:41:13, time: 1.008, data_time: 0.179, memory: 8353, top1_acc: 0.4674, top5_acc: 0.7164, loss_cls: 2.3714, loss: 2.3714, grad_norm: 5.2114 2020-10-01 08:21:58,602 - mmaction - INFO - Epoch [15][2400/2825] lr: 7.500e-03, eta: 2 days, 21:40:49, time: 1.009, data_time: 0.050, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7237, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.3858 2020-10-01 08:22:19,139 - mmaction - INFO - Epoch [15][2420/2825] lr: 7.500e-03, eta: 2 days, 21:40:26, time: 1.027, data_time: 0.062, memory: 8353, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2865, loss: 2.2865, grad_norm: 5.1829 2020-10-01 08:22:40,687 - mmaction - INFO - Epoch [15][2440/2825] lr: 7.500e-03, eta: 2 days, 21:40:09, time: 1.077, data_time: 0.129, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7156, loss_cls: 2.3357, loss: 2.3357, grad_norm: 5.2994 2020-10-01 08:23:01,074 - mmaction - INFO - Epoch [15][2460/2825] lr: 7.500e-03, eta: 2 days, 21:39:46, time: 1.020, data_time: 0.277, memory: 8353, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.3566, loss: 2.3566, grad_norm: 5.2815 2020-10-01 08:23:22,076 - mmaction - INFO - Epoch [15][2480/2825] lr: 7.500e-03, eta: 2 days, 21:39:26, time: 1.049, data_time: 0.322, memory: 8353, top1_acc: 0.4904, top5_acc: 0.7227, loss_cls: 2.3221, loss: 2.3221, grad_norm: 5.3300 2020-10-01 08:23:43,194 - mmaction - INFO - Epoch [15][2500/2825] lr: 7.500e-03, eta: 2 days, 21:39:06, time: 1.057, data_time: 0.202, memory: 8353, top1_acc: 0.4763, top5_acc: 0.7182, loss_cls: 2.3593, loss: 2.3593, grad_norm: 5.2987 2020-10-01 08:24:02,686 - mmaction - INFO - Epoch [15][2520/2825] lr: 7.500e-03, eta: 2 days, 21:38:38, time: 0.974, data_time: 0.122, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7247, loss_cls: 2.3448, loss: 2.3448, grad_norm: 5.2722 2020-10-01 08:24:24,142 - mmaction - INFO - Epoch [15][2540/2825] lr: 7.500e-03, eta: 2 days, 21:38:20, time: 1.073, data_time: 0.038, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7214, loss_cls: 2.3137, loss: 2.3137, grad_norm: 5.1850 2020-10-01 08:24:44,288 - mmaction - INFO - Epoch [15][2560/2825] lr: 7.500e-03, eta: 2 days, 21:37:55, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7279, loss_cls: 2.3383, loss: 2.3383, grad_norm: 5.2708 2020-10-01 08:25:05,106 - mmaction - INFO - Epoch [15][2580/2825] lr: 7.500e-03, eta: 2 days, 21:37:34, time: 1.041, data_time: 0.012, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7156, loss_cls: 2.3398, loss: 2.3398, grad_norm: 5.2300 2020-10-01 08:25:25,950 - mmaction - INFO - Epoch [15][2600/2825] lr: 7.500e-03, eta: 2 days, 21:37:13, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7229, loss_cls: 2.3213, loss: 2.3213, grad_norm: 5.1955 2020-10-01 08:25:46,944 - mmaction - INFO - Epoch [15][2620/2825] lr: 7.500e-03, eta: 2 days, 21:36:53, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.3341, loss: 2.3341, grad_norm: 5.2331 2020-10-01 08:26:06,758 - mmaction - INFO - Epoch [15][2640/2825] lr: 7.500e-03, eta: 2 days, 21:36:26, time: 0.991, data_time: 0.003, memory: 8353, top1_acc: 0.4823, top5_acc: 0.7247, loss_cls: 2.3202, loss: 2.3202, grad_norm: 5.3142 2020-10-01 08:26:28,539 - mmaction - INFO - Epoch [15][2660/2825] lr: 7.500e-03, eta: 2 days, 21:36:11, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.4846, top5_acc: 0.7258, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.1319 2020-10-01 08:26:47,666 - mmaction - INFO - Epoch [15][2680/2825] lr: 7.500e-03, eta: 2 days, 21:35:40, time: 0.956, data_time: 0.001, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7198, loss_cls: 2.3433, loss: 2.3433, grad_norm: 5.1911 2020-10-01 08:27:07,901 - mmaction - INFO - Epoch [15][2700/2825] lr: 7.500e-03, eta: 2 days, 21:35:16, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4794, top5_acc: 0.7224, loss_cls: 2.3070, loss: 2.3070, grad_norm: 5.2643 2020-10-01 08:27:28,778 - mmaction - INFO - Epoch [15][2720/2825] lr: 7.500e-03, eta: 2 days, 21:34:55, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4799, top5_acc: 0.7188, loss_cls: 2.3595, loss: 2.3595, grad_norm: 5.3234 2020-10-01 08:27:49,319 - mmaction - INFO - Epoch [15][2740/2825] lr: 7.500e-03, eta: 2 days, 21:34:32, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7201, loss_cls: 2.3156, loss: 2.3156, grad_norm: 5.2929 2020-10-01 08:28:09,865 - mmaction - INFO - Epoch [15][2760/2825] lr: 7.500e-03, eta: 2 days, 21:34:10, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7190, loss_cls: 2.3280, loss: 2.3280, grad_norm: 5.3058 2020-10-01 08:28:31,153 - mmaction - INFO - Epoch [15][2780/2825] lr: 7.500e-03, eta: 2 days, 21:33:51, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4823, top5_acc: 0.7211, loss_cls: 2.3586, loss: 2.3586, grad_norm: 5.3425 2020-10-01 08:28:51,726 - mmaction - INFO - Epoch [15][2800/2825] lr: 7.500e-03, eta: 2 days, 21:33:29, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7221, loss_cls: 2.3591, loss: 2.3591, grad_norm: 5.3718 2020-10-01 08:29:12,350 - mmaction - INFO - Epoch [15][2820/2825] lr: 7.500e-03, eta: 2 days, 21:33:07, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7221, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.1433 2020-10-01 08:29:18,990 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-01 08:32:51,950 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 08:32:54,387 - mmaction - INFO - top1_acc 0.4909 top5_acc 0.7366 2020-10-01 08:32:54,388 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 08:32:54,504 - mmaction - INFO - mean_acc 0.4907 2020-10-01 08:32:54,504 - mmaction - INFO - Now best checkpoint is epoch_15.pth 2020-10-01 08:32:54,530 - mmaction - INFO - Epoch(val) [15][2825] top1_acc: 0.4909, top5_acc: 0.7366, mean_class_accuracy: 0.4907 2020-10-01 08:33:35,343 - mmaction - INFO - Epoch [16][20/2825] lr: 7.500e-03, eta: 2 days, 21:34:04, time: 2.039, data_time: 1.304, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7247, loss_cls: 2.2587, loss: 2.2587, grad_norm: 5.0937 2020-10-01 08:33:56,233 - mmaction - INFO - Epoch [16][40/2825] lr: 7.500e-03, eta: 2 days, 21:33:43, time: 1.046, data_time: 0.358, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7276, loss_cls: 2.2729, loss: 2.2729, grad_norm: 5.2280 2020-10-01 08:34:16,059 - mmaction - INFO - Epoch [16][60/2825] lr: 7.500e-03, eta: 2 days, 21:33:17, time: 0.991, data_time: 0.142, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7385, loss_cls: 2.2359, loss: 2.2359, grad_norm: 5.2071 2020-10-01 08:34:37,714 - mmaction - INFO - Epoch [16][80/2825] lr: 7.500e-03, eta: 2 days, 21:33:00, time: 1.083, data_time: 0.048, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7331, loss_cls: 2.2819, loss: 2.2819, grad_norm: 5.1542 2020-10-01 08:34:58,681 - mmaction - INFO - Epoch [16][100/2825] lr: 7.500e-03, eta: 2 days, 21:32:40, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7299, loss_cls: 2.2782, loss: 2.2782, grad_norm: 5.1969 2020-10-01 08:35:18,885 - mmaction - INFO - Epoch [16][120/2825] lr: 7.500e-03, eta: 2 days, 21:32:15, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7297, loss_cls: 2.2855, loss: 2.2855, grad_norm: 5.2237 2020-10-01 08:35:40,391 - mmaction - INFO - Epoch [16][140/2825] lr: 7.500e-03, eta: 2 days, 21:31:58, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.4914, top5_acc: 0.7307, loss_cls: 2.3150, loss: 2.3150, grad_norm: 5.1884 2020-10-01 08:36:01,996 - mmaction - INFO - Epoch [16][160/2825] lr: 7.500e-03, eta: 2 days, 21:31:42, time: 1.081, data_time: 0.003, memory: 8353, top1_acc: 0.4786, top5_acc: 0.7271, loss_cls: 2.3088, loss: 2.3088, grad_norm: 5.2440 2020-10-01 08:36:21,791 - mmaction - INFO - Epoch [16][180/2825] lr: 7.500e-03, eta: 2 days, 21:31:15, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7206, loss_cls: 2.3370, loss: 2.3370, grad_norm: 5.2200 2020-10-01 08:36:43,034 - mmaction - INFO - Epoch [16][200/2825] lr: 7.500e-03, eta: 2 days, 21:30:56, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7198, loss_cls: 2.3329, loss: 2.3329, grad_norm: 5.3197 2020-10-01 08:37:04,186 - mmaction - INFO - Epoch [16][220/2825] lr: 7.500e-03, eta: 2 days, 21:30:37, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7328, loss_cls: 2.2705, loss: 2.2705, grad_norm: 5.1916 2020-10-01 08:37:23,524 - mmaction - INFO - Epoch [16][240/2825] lr: 7.500e-03, eta: 2 days, 21:30:07, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7284, loss_cls: 2.3017, loss: 2.3017, grad_norm: 5.2216 2020-10-01 08:37:44,785 - mmaction - INFO - Epoch [16][260/2825] lr: 7.500e-03, eta: 2 days, 21:29:49, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7302, loss_cls: 2.2690, loss: 2.2690, grad_norm: 5.2676 2020-10-01 08:38:05,736 - mmaction - INFO - Epoch [16][280/2825] lr: 7.500e-03, eta: 2 days, 21:29:28, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7310, loss_cls: 2.2517, loss: 2.2517, grad_norm: 5.1801 2020-10-01 08:38:26,317 - mmaction - INFO - Epoch [16][300/2825] lr: 7.500e-03, eta: 2 days, 21:29:06, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7370, loss_cls: 2.2338, loss: 2.2338, grad_norm: 5.1500 2020-10-01 08:38:46,262 - mmaction - INFO - Epoch [16][320/2825] lr: 7.500e-03, eta: 2 days, 21:28:40, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2865, loss: 2.2865, grad_norm: 5.2217 2020-10-01 08:39:06,944 - mmaction - INFO - Epoch [16][340/2825] lr: 7.500e-03, eta: 2 days, 21:28:18, time: 1.035, data_time: 0.074, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7271, loss_cls: 2.2816, loss: 2.2816, grad_norm: 5.1950 2020-10-01 08:39:29,118 - mmaction - INFO - Epoch [16][360/2825] lr: 7.500e-03, eta: 2 days, 21:28:04, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7354, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.2563 2020-10-01 08:39:48,354 - mmaction - INFO - Epoch [16][380/2825] lr: 7.500e-03, eta: 2 days, 21:27:35, time: 0.962, data_time: 0.008, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7323, loss_cls: 2.2666, loss: 2.2666, grad_norm: 5.0956 2020-10-01 08:40:09,453 - mmaction - INFO - Epoch [16][400/2825] lr: 7.500e-03, eta: 2 days, 21:27:15, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7307, loss_cls: 2.2800, loss: 2.2800, grad_norm: 5.2268 2020-10-01 08:40:30,290 - mmaction - INFO - Epoch [16][420/2825] lr: 7.500e-03, eta: 2 days, 21:26:54, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7214, loss_cls: 2.2989, loss: 2.2989, grad_norm: 5.1975 2020-10-01 08:40:50,539 - mmaction - INFO - Epoch [16][440/2825] lr: 7.500e-03, eta: 2 days, 21:26:30, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4844, top5_acc: 0.7292, loss_cls: 2.3023, loss: 2.3023, grad_norm: 5.1363 2020-10-01 08:41:11,473 - mmaction - INFO - Epoch [16][460/2825] lr: 7.500e-03, eta: 2 days, 21:26:09, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.3298, loss: 2.3298, grad_norm: 5.2488 2020-10-01 08:41:33,787 - mmaction - INFO - Epoch [16][480/2825] lr: 7.500e-03, eta: 2 days, 21:25:57, time: 1.116, data_time: 0.002, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7346, loss_cls: 2.2607, loss: 2.2607, grad_norm: 5.2145 2020-10-01 08:41:53,657 - mmaction - INFO - Epoch [16][500/2825] lr: 7.500e-03, eta: 2 days, 21:25:30, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7331, loss_cls: 2.2856, loss: 2.2856, grad_norm: 5.3026 2020-10-01 08:42:14,777 - mmaction - INFO - Epoch [16][520/2825] lr: 7.500e-03, eta: 2 days, 21:25:11, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7279, loss_cls: 2.2922, loss: 2.2922, grad_norm: 5.2904 2020-10-01 08:42:35,669 - mmaction - INFO - Epoch [16][540/2825] lr: 7.500e-03, eta: 2 days, 21:24:50, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4813, top5_acc: 0.7237, loss_cls: 2.3437, loss: 2.3437, grad_norm: 5.3676 2020-10-01 08:42:55,839 - mmaction - INFO - Epoch [16][560/2825] lr: 7.500e-03, eta: 2 days, 21:24:25, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4849, top5_acc: 0.7237, loss_cls: 2.3359, loss: 2.3359, grad_norm: 5.2298 2020-10-01 08:43:17,306 - mmaction - INFO - Epoch [16][580/2825] lr: 7.500e-03, eta: 2 days, 21:24:08, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7198, loss_cls: 2.3456, loss: 2.3456, grad_norm: 5.3006 2020-10-01 08:43:37,825 - mmaction - INFO - Epoch [16][600/2825] lr: 7.500e-03, eta: 2 days, 21:23:45, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4914, top5_acc: 0.7260, loss_cls: 2.3016, loss: 2.3016, grad_norm: 5.2333 2020-10-01 08:43:57,862 - mmaction - INFO - Epoch [16][620/2825] lr: 7.500e-03, eta: 2 days, 21:23:20, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.4958, top5_acc: 0.7359, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.1594 2020-10-01 08:44:17,904 - mmaction - INFO - Epoch [16][640/2825] lr: 7.500e-03, eta: 2 days, 21:22:54, time: 1.003, data_time: 0.003, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7286, loss_cls: 2.2614, loss: 2.2614, grad_norm: 5.2401 2020-10-01 08:44:39,176 - mmaction - INFO - Epoch [16][660/2825] lr: 7.500e-03, eta: 2 days, 21:22:36, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7201, loss_cls: 2.3208, loss: 2.3208, grad_norm: 5.2564 2020-10-01 08:45:00,301 - mmaction - INFO - Epoch [16][680/2825] lr: 7.500e-03, eta: 2 days, 21:22:16, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7219, loss_cls: 2.3052, loss: 2.3052, grad_norm: 5.2724 2020-10-01 08:45:21,061 - mmaction - INFO - Epoch [16][700/2825] lr: 7.500e-03, eta: 2 days, 21:21:55, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7242, loss_cls: 2.3118, loss: 2.3118, grad_norm: 5.2787 2020-10-01 08:45:41,827 - mmaction - INFO - Epoch [16][720/2825] lr: 7.500e-03, eta: 2 days, 21:21:34, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7341, loss_cls: 2.2676, loss: 2.2676, grad_norm: 5.2015 2020-10-01 08:46:03,237 - mmaction - INFO - Epoch [16][740/2825] lr: 7.500e-03, eta: 2 days, 21:21:16, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.4786, top5_acc: 0.7208, loss_cls: 2.3497, loss: 2.3497, grad_norm: 5.3249 2020-10-01 08:46:22,519 - mmaction - INFO - Epoch [16][760/2825] lr: 7.500e-03, eta: 2 days, 21:20:46, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7339, loss_cls: 2.2873, loss: 2.2873, grad_norm: 5.2861 2020-10-01 08:46:43,641 - mmaction - INFO - Epoch [16][780/2825] lr: 7.500e-03, eta: 2 days, 21:20:27, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.3416, loss: 2.3416, grad_norm: 5.2630 2020-10-01 08:47:04,755 - mmaction - INFO - Epoch [16][800/2825] lr: 7.500e-03, eta: 2 days, 21:20:07, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7250, loss_cls: 2.2803, loss: 2.2803, grad_norm: 5.2286 2020-10-01 08:47:25,299 - mmaction - INFO - Epoch [16][820/2825] lr: 7.500e-03, eta: 2 days, 21:19:45, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7354, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.2187 2020-10-01 08:47:46,846 - mmaction - INFO - Epoch [16][840/2825] lr: 7.500e-03, eta: 2 days, 21:19:28, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7242, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.2256 2020-10-01 08:48:07,437 - mmaction - INFO - Epoch [16][860/2825] lr: 7.500e-03, eta: 2 days, 21:19:05, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2940, loss: 2.2940, grad_norm: 5.2517 2020-10-01 08:48:27,736 - mmaction - INFO - Epoch [16][880/2825] lr: 7.500e-03, eta: 2 days, 21:18:41, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.4763, top5_acc: 0.7172, loss_cls: 2.3586, loss: 2.3586, grad_norm: 5.3370 2020-10-01 08:48:48,442 - mmaction - INFO - Epoch [16][900/2825] lr: 7.500e-03, eta: 2 days, 21:18:20, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7253, loss_cls: 2.3284, loss: 2.3284, grad_norm: 5.3475 2020-10-01 08:49:08,237 - mmaction - INFO - Epoch [16][920/2825] lr: 7.500e-03, eta: 2 days, 21:17:53, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.4930, top5_acc: 0.7299, loss_cls: 2.2734, loss: 2.2734, grad_norm: 5.1771 2020-10-01 08:49:29,318 - mmaction - INFO - Epoch [16][940/2825] lr: 7.500e-03, eta: 2 days, 21:17:33, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7466, loss_cls: 2.2236, loss: 2.2236, grad_norm: 5.1347 2020-10-01 08:49:51,337 - mmaction - INFO - Epoch [16][960/2825] lr: 7.500e-03, eta: 2 days, 21:17:19, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7289, loss_cls: 2.2944, loss: 2.2944, grad_norm: 5.2452 2020-10-01 08:50:10,809 - mmaction - INFO - Epoch [16][980/2825] lr: 7.500e-03, eta: 2 days, 21:16:50, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7383, loss_cls: 2.2102, loss: 2.2102, grad_norm: 5.2113 2020-10-01 08:50:32,482 - mmaction - INFO - Epoch [16][1000/2825] lr: 7.500e-03, eta: 2 days, 21:16:34, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.4930, top5_acc: 0.7396, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.2873 2020-10-01 08:50:53,224 - mmaction - INFO - Epoch [16][1020/2825] lr: 7.500e-03, eta: 2 days, 21:16:12, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.3007, loss: 2.3007, grad_norm: 5.3433 2020-10-01 08:51:12,731 - mmaction - INFO - Epoch [16][1040/2825] lr: 7.500e-03, eta: 2 days, 21:15:44, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.4786, top5_acc: 0.7169, loss_cls: 2.3313, loss: 2.3313, grad_norm: 5.3086 2020-10-01 08:51:34,122 - mmaction - INFO - Epoch [16][1060/2825] lr: 7.500e-03, eta: 2 days, 21:15:26, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7357, loss_cls: 2.2534, loss: 2.2534, grad_norm: 5.2435 2020-10-01 08:51:55,345 - mmaction - INFO - Epoch [16][1080/2825] lr: 7.500e-03, eta: 2 days, 21:15:07, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7255, loss_cls: 2.3290, loss: 2.3290, grad_norm: 5.2798 2020-10-01 08:52:15,082 - mmaction - INFO - Epoch [16][1100/2825] lr: 7.500e-03, eta: 2 days, 21:14:40, time: 0.987, data_time: 0.003, memory: 8353, top1_acc: 0.4836, top5_acc: 0.7276, loss_cls: 2.2969, loss: 2.2969, grad_norm: 5.3195 2020-10-01 08:52:36,373 - mmaction - INFO - Epoch [16][1120/2825] lr: 7.500e-03, eta: 2 days, 21:14:22, time: 1.066, data_time: 0.064, memory: 8353, top1_acc: 0.4729, top5_acc: 0.7227, loss_cls: 2.3627, loss: 2.3627, grad_norm: 5.3173 2020-10-01 08:52:56,813 - mmaction - INFO - Epoch [16][1140/2825] lr: 7.500e-03, eta: 2 days, 21:13:59, time: 1.021, data_time: 0.110, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7268, loss_cls: 2.3317, loss: 2.3317, grad_norm: 5.2352 2020-10-01 08:53:17,219 - mmaction - INFO - Epoch [16][1160/2825] lr: 7.500e-03, eta: 2 days, 21:13:35, time: 1.020, data_time: 0.114, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7302, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.2327 2020-10-01 08:53:38,209 - mmaction - INFO - Epoch [16][1180/2825] lr: 7.500e-03, eta: 2 days, 21:13:15, time: 1.050, data_time: 0.320, memory: 8353, top1_acc: 0.4784, top5_acc: 0.7305, loss_cls: 2.2774, loss: 2.2774, grad_norm: 5.3550 2020-10-01 08:53:58,475 - mmaction - INFO - Epoch [16][1200/2825] lr: 7.500e-03, eta: 2 days, 21:12:51, time: 1.013, data_time: 0.171, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.2627 2020-10-01 08:54:19,455 - mmaction - INFO - Epoch [16][1220/2825] lr: 7.500e-03, eta: 2 days, 21:12:31, time: 1.049, data_time: 0.071, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7260, loss_cls: 2.3033, loss: 2.3033, grad_norm: 5.1769 2020-10-01 08:54:39,793 - mmaction - INFO - Epoch [16][1240/2825] lr: 7.500e-03, eta: 2 days, 21:12:07, time: 1.017, data_time: 0.015, memory: 8353, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.3140, loss: 2.3140, grad_norm: 5.3751 2020-10-01 08:55:00,752 - mmaction - INFO - Epoch [16][1260/2825] lr: 7.500e-03, eta: 2 days, 21:11:47, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7393, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.2371 2020-10-01 08:55:22,084 - mmaction - INFO - Epoch [16][1280/2825] lr: 7.500e-03, eta: 2 days, 21:11:28, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7185, loss_cls: 2.3340, loss: 2.3340, grad_norm: 5.3677 2020-10-01 08:55:42,155 - mmaction - INFO - Epoch [16][1300/2825] lr: 7.500e-03, eta: 2 days, 21:11:03, time: 1.003, data_time: 0.003, memory: 8353, top1_acc: 0.4849, top5_acc: 0.7112, loss_cls: 2.3384, loss: 2.3384, grad_norm: 5.2281 2020-10-01 08:56:02,910 - mmaction - INFO - Epoch [16][1320/2825] lr: 7.500e-03, eta: 2 days, 21:10:42, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7221, loss_cls: 2.3005, loss: 2.3005, grad_norm: 5.2680 2020-10-01 08:56:23,892 - mmaction - INFO - Epoch [16][1340/2825] lr: 7.500e-03, eta: 2 days, 21:10:22, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7240, loss_cls: 2.2886, loss: 2.2886, grad_norm: 5.2575 2020-10-01 08:56:44,393 - mmaction - INFO - Epoch [16][1360/2825] lr: 7.500e-03, eta: 2 days, 21:09:59, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7391, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.2664 2020-10-01 08:57:05,961 - mmaction - INFO - Epoch [16][1380/2825] lr: 7.500e-03, eta: 2 days, 21:09:42, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.4880, top5_acc: 0.7315, loss_cls: 2.2584, loss: 2.2584, grad_norm: 5.2443 2020-10-01 08:57:25,150 - mmaction - INFO - Epoch [16][1400/2825] lr: 7.500e-03, eta: 2 days, 21:09:12, time: 0.959, data_time: 0.033, memory: 8353, top1_acc: 0.4753, top5_acc: 0.7237, loss_cls: 2.3458, loss: 2.3458, grad_norm: 5.3234 2020-10-01 08:57:45,231 - mmaction - INFO - Epoch [16][1420/2825] lr: 7.500e-03, eta: 2 days, 21:08:47, time: 1.005, data_time: 0.062, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7190, loss_cls: 2.3248, loss: 2.3248, grad_norm: 5.3159 2020-10-01 08:58:06,738 - mmaction - INFO - Epoch [16][1440/2825] lr: 7.500e-03, eta: 2 days, 21:08:30, time: 1.075, data_time: 0.022, memory: 8353, top1_acc: 0.4633, top5_acc: 0.7156, loss_cls: 2.3888, loss: 2.3888, grad_norm: 5.3434 2020-10-01 08:58:27,565 - mmaction - INFO - Epoch [16][1460/2825] lr: 7.500e-03, eta: 2 days, 21:08:09, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.4745, top5_acc: 0.7174, loss_cls: 2.3340, loss: 2.3340, grad_norm: 5.2190 2020-10-01 08:58:48,794 - mmaction - INFO - Epoch [16][1480/2825] lr: 7.500e-03, eta: 2 days, 21:07:50, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7263, loss_cls: 2.3320, loss: 2.3320, grad_norm: 5.2791 2020-10-01 08:59:08,267 - mmaction - INFO - Epoch [16][1500/2825] lr: 7.500e-03, eta: 2 days, 21:07:21, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7164, loss_cls: 2.3264, loss: 2.3264, grad_norm: 5.3033 2020-10-01 08:59:29,016 - mmaction - INFO - Epoch [16][1520/2825] lr: 7.500e-03, eta: 2 days, 21:07:00, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7154, loss_cls: 2.3191, loss: 2.3191, grad_norm: 5.2362 2020-10-01 08:59:49,267 - mmaction - INFO - Epoch [16][1540/2825] lr: 7.500e-03, eta: 2 days, 21:06:36, time: 1.014, data_time: 0.003, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7284, loss_cls: 2.2956, loss: 2.2956, grad_norm: 5.2482 2020-10-01 09:00:12,183 - mmaction - INFO - Epoch [16][1560/2825] lr: 7.500e-03, eta: 2 days, 21:06:26, time: 1.145, data_time: 0.008, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.2480, loss: 2.2480, grad_norm: 5.2679 2020-10-01 09:00:33,432 - mmaction - INFO - Epoch [16][1580/2825] lr: 7.500e-03, eta: 2 days, 21:06:07, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7323, loss_cls: 2.2801, loss: 2.2801, grad_norm: 5.2796 2020-10-01 09:00:54,363 - mmaction - INFO - Epoch [16][1600/2825] lr: 7.500e-03, eta: 2 days, 21:05:47, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.4794, top5_acc: 0.7154, loss_cls: 2.3327, loss: 2.3327, grad_norm: 5.2822 2020-10-01 09:01:14,647 - mmaction - INFO - Epoch [16][1620/2825] lr: 7.500e-03, eta: 2 days, 21:05:23, time: 1.015, data_time: 0.114, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7284, loss_cls: 2.3051, loss: 2.3051, grad_norm: 5.3336 2020-10-01 09:01:34,102 - mmaction - INFO - Epoch [16][1640/2825] lr: 7.500e-03, eta: 2 days, 21:04:54, time: 0.971, data_time: 0.347, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7115, loss_cls: 2.3644, loss: 2.3644, grad_norm: 5.2944 2020-10-01 09:01:55,960 - mmaction - INFO - Epoch [16][1660/2825] lr: 7.500e-03, eta: 2 days, 21:04:39, time: 1.094, data_time: 0.039, memory: 8353, top1_acc: 0.4742, top5_acc: 0.7201, loss_cls: 2.3337, loss: 2.3337, grad_norm: 5.2847 2020-10-01 09:02:15,599 - mmaction - INFO - Epoch [16][1680/2825] lr: 7.500e-03, eta: 2 days, 21:04:12, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2800, loss: 2.2800, grad_norm: 5.1614 2020-10-01 09:02:36,940 - mmaction - INFO - Epoch [16][1700/2825] lr: 7.500e-03, eta: 2 days, 21:03:53, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4786, top5_acc: 0.7182, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.2347 2020-10-01 09:02:57,483 - mmaction - INFO - Epoch [16][1720/2825] lr: 7.500e-03, eta: 2 days, 21:03:31, time: 1.028, data_time: 0.005, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7174, loss_cls: 2.3728, loss: 2.3728, grad_norm: 5.2915 2020-10-01 09:03:17,920 - mmaction - INFO - Epoch [16][1740/2825] lr: 7.500e-03, eta: 2 days, 21:03:08, time: 1.021, data_time: 0.059, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7208, loss_cls: 2.3138, loss: 2.3138, grad_norm: 5.2583 2020-10-01 09:03:38,201 - mmaction - INFO - Epoch [16][1760/2825] lr: 7.500e-03, eta: 2 days, 21:02:44, time: 1.014, data_time: 0.270, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7232, loss_cls: 2.2936, loss: 2.2936, grad_norm: 5.2434 2020-10-01 09:03:59,763 - mmaction - INFO - Epoch [16][1780/2825] lr: 7.500e-03, eta: 2 days, 21:02:27, time: 1.078, data_time: 0.462, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7214, loss_cls: 2.3188, loss: 2.3188, grad_norm: 5.2435 2020-10-01 09:04:19,414 - mmaction - INFO - Epoch [16][1800/2825] lr: 7.500e-03, eta: 2 days, 21:01:59, time: 0.983, data_time: 0.293, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7224, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.3016 2020-10-01 09:04:40,667 - mmaction - INFO - Epoch [16][1820/2825] lr: 7.500e-03, eta: 2 days, 21:01:41, time: 1.062, data_time: 0.449, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7299, loss_cls: 2.2778, loss: 2.2778, grad_norm: 5.2106 2020-10-01 09:05:00,644 - mmaction - INFO - Epoch [16][1840/2825] lr: 7.500e-03, eta: 2 days, 21:01:15, time: 1.000, data_time: 0.366, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7169, loss_cls: 2.3541, loss: 2.3541, grad_norm: 5.3166 2020-10-01 09:05:20,753 - mmaction - INFO - Epoch [16][1860/2825] lr: 7.500e-03, eta: 2 days, 21:00:50, time: 1.004, data_time: 0.336, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7352, loss_cls: 2.2760, loss: 2.2760, grad_norm: 5.2148 2020-10-01 09:05:41,938 - mmaction - INFO - Epoch [16][1880/2825] lr: 7.500e-03, eta: 2 days, 21:00:31, time: 1.059, data_time: 0.050, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7339, loss_cls: 2.2732, loss: 2.2732, grad_norm: 5.2176 2020-10-01 09:06:02,523 - mmaction - INFO - Epoch [16][1900/2825] lr: 7.500e-03, eta: 2 days, 21:00:09, time: 1.030, data_time: 0.009, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7299, loss_cls: 2.2797, loss: 2.2797, grad_norm: 5.2636 2020-10-01 09:06:23,590 - mmaction - INFO - Epoch [16][1920/2825] lr: 7.500e-03, eta: 2 days, 20:59:49, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4669, top5_acc: 0.7086, loss_cls: 2.3892, loss: 2.3892, grad_norm: 5.3294 2020-10-01 09:06:43,531 - mmaction - INFO - Epoch [16][1940/2825] lr: 7.500e-03, eta: 2 days, 20:59:23, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7159, loss_cls: 2.3248, loss: 2.3248, grad_norm: 5.2503 2020-10-01 09:07:04,247 - mmaction - INFO - Epoch [16][1960/2825] lr: 7.500e-03, eta: 2 days, 20:59:02, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7216, loss_cls: 2.2836, loss: 2.2836, grad_norm: 5.2318 2020-10-01 09:07:25,703 - mmaction - INFO - Epoch [16][1980/2825] lr: 7.500e-03, eta: 2 days, 20:58:44, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7299, loss_cls: 2.2872, loss: 2.2872, grad_norm: 5.3111 2020-10-01 09:07:45,768 - mmaction - INFO - Epoch [16][2000/2825] lr: 7.500e-03, eta: 2 days, 20:58:19, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.4792, top5_acc: 0.7169, loss_cls: 2.3481, loss: 2.3481, grad_norm: 5.2786 2020-10-01 09:08:06,524 - mmaction - INFO - Epoch [16][2020/2825] lr: 7.500e-03, eta: 2 days, 20:57:58, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7279, loss_cls: 2.2784, loss: 2.2784, grad_norm: 5.2341 2020-10-01 09:08:28,449 - mmaction - INFO - Epoch [16][2040/2825] lr: 7.500e-03, eta: 2 days, 20:57:43, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2637, loss: 2.2637, grad_norm: 5.2007 2020-10-01 09:08:48,106 - mmaction - INFO - Epoch [16][2060/2825] lr: 7.500e-03, eta: 2 days, 20:57:15, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7185, loss_cls: 2.3356, loss: 2.3356, grad_norm: 5.3140 2020-10-01 09:09:08,706 - mmaction - INFO - Epoch [16][2080/2825] lr: 7.500e-03, eta: 2 days, 20:56:53, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4839, top5_acc: 0.7240, loss_cls: 2.3426, loss: 2.3426, grad_norm: 5.3259 2020-10-01 09:09:29,977 - mmaction - INFO - Epoch [16][2100/2825] lr: 7.500e-03, eta: 2 days, 20:56:34, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4760, top5_acc: 0.7190, loss_cls: 2.3634, loss: 2.3634, grad_norm: 5.2861 2020-10-01 09:09:49,697 - mmaction - INFO - Epoch [16][2120/2825] lr: 7.500e-03, eta: 2 days, 20:56:08, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.4688, top5_acc: 0.7190, loss_cls: 2.3310, loss: 2.3310, grad_norm: 5.2969 2020-10-01 09:10:10,297 - mmaction - INFO - Epoch [16][2140/2825] lr: 7.500e-03, eta: 2 days, 20:55:45, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7143, loss_cls: 2.3119, loss: 2.3119, grad_norm: 5.2317 2020-10-01 09:10:30,494 - mmaction - INFO - Epoch [16][2160/2825] lr: 7.500e-03, eta: 2 days, 20:55:21, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2954, loss: 2.2954, grad_norm: 5.2446 2020-10-01 09:10:51,377 - mmaction - INFO - Epoch [16][2180/2825] lr: 7.500e-03, eta: 2 days, 20:55:00, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7284, loss_cls: 2.2875, loss: 2.2875, grad_norm: 5.2268 2020-10-01 09:11:12,240 - mmaction - INFO - Epoch [16][2200/2825] lr: 7.500e-03, eta: 2 days, 20:54:39, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.2851 2020-10-01 09:11:33,146 - mmaction - INFO - Epoch [16][2220/2825] lr: 7.500e-03, eta: 2 days, 20:54:19, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7349, loss_cls: 2.2636, loss: 2.2636, grad_norm: 5.1930 2020-10-01 09:11:53,873 - mmaction - INFO - Epoch [16][2240/2825] lr: 7.500e-03, eta: 2 days, 20:53:57, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7430, loss_cls: 2.2445, loss: 2.2445, grad_norm: 5.2037 2020-10-01 09:12:14,204 - mmaction - INFO - Epoch [16][2260/2825] lr: 7.500e-03, eta: 2 days, 20:53:34, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.4930, top5_acc: 0.7260, loss_cls: 2.2865, loss: 2.2865, grad_norm: 5.1383 2020-10-01 09:12:34,436 - mmaction - INFO - Epoch [16][2280/2825] lr: 7.500e-03, eta: 2 days, 20:53:10, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7302, loss_cls: 2.2558, loss: 2.2558, grad_norm: 5.1183 2020-10-01 09:12:56,171 - mmaction - INFO - Epoch [16][2300/2825] lr: 7.500e-03, eta: 2 days, 20:52:53, time: 1.086, data_time: 0.007, memory: 8353, top1_acc: 0.4836, top5_acc: 0.7206, loss_cls: 2.2970, loss: 2.2970, grad_norm: 5.2298 2020-10-01 09:13:16,408 - mmaction - INFO - Epoch [16][2320/2825] lr: 7.500e-03, eta: 2 days, 20:52:29, time: 1.011, data_time: 0.052, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7240, loss_cls: 2.2904, loss: 2.2904, grad_norm: 5.2483 2020-10-01 09:13:37,256 - mmaction - INFO - Epoch [16][2340/2825] lr: 7.500e-03, eta: 2 days, 20:52:08, time: 1.044, data_time: 0.128, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7216, loss_cls: 2.3209, loss: 2.3209, grad_norm: 5.3089 2020-10-01 09:13:57,901 - mmaction - INFO - Epoch [16][2360/2825] lr: 7.500e-03, eta: 2 days, 20:51:46, time: 1.031, data_time: 0.033, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7299, loss_cls: 2.3038, loss: 2.3038, grad_norm: 5.2591 2020-10-01 09:14:18,938 - mmaction - INFO - Epoch [16][2380/2825] lr: 7.500e-03, eta: 2 days, 20:51:26, time: 1.052, data_time: 0.092, memory: 8353, top1_acc: 0.4839, top5_acc: 0.7216, loss_cls: 2.3414, loss: 2.3414, grad_norm: 5.3467 2020-10-01 09:14:39,326 - mmaction - INFO - Epoch [16][2400/2825] lr: 7.500e-03, eta: 2 days, 20:51:03, time: 1.020, data_time: 0.016, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7320, loss_cls: 2.2725, loss: 2.2725, grad_norm: 5.3416 2020-10-01 09:15:00,249 - mmaction - INFO - Epoch [16][2420/2825] lr: 7.500e-03, eta: 2 days, 20:50:43, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.4703, top5_acc: 0.7161, loss_cls: 2.3424, loss: 2.3424, grad_norm: 5.3730 2020-10-01 09:15:20,944 - mmaction - INFO - Epoch [16][2440/2825] lr: 7.500e-03, eta: 2 days, 20:50:21, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7388, loss_cls: 2.2844, loss: 2.2844, grad_norm: 5.1885 2020-10-01 09:15:41,518 - mmaction - INFO - Epoch [16][2460/2825] lr: 7.500e-03, eta: 2 days, 20:49:59, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7271, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.1904 2020-10-01 09:16:01,761 - mmaction - INFO - Epoch [16][2480/2825] lr: 7.500e-03, eta: 2 days, 20:49:35, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7333, loss_cls: 2.2816, loss: 2.2816, grad_norm: 5.3690 2020-10-01 09:16:22,156 - mmaction - INFO - Epoch [16][2500/2825] lr: 7.500e-03, eta: 2 days, 20:49:11, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7154, loss_cls: 2.3370, loss: 2.3370, grad_norm: 5.3229 2020-10-01 09:16:42,444 - mmaction - INFO - Epoch [16][2520/2825] lr: 7.500e-03, eta: 2 days, 20:48:47, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.4753, top5_acc: 0.7266, loss_cls: 2.3039, loss: 2.3039, grad_norm: 5.3095 2020-10-01 09:17:04,661 - mmaction - INFO - Epoch [16][2540/2825] lr: 7.500e-03, eta: 2 days, 20:48:34, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.4943, top5_acc: 0.7273, loss_cls: 2.2813, loss: 2.2813, grad_norm: 5.2350 2020-10-01 09:17:25,667 - mmaction - INFO - Epoch [16][2560/2825] lr: 7.500e-03, eta: 2 days, 20:48:14, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7255, loss_cls: 2.2976, loss: 2.2976, grad_norm: 5.1639 2020-10-01 09:17:45,533 - mmaction - INFO - Epoch [16][2580/2825] lr: 7.500e-03, eta: 2 days, 20:47:48, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7232, loss_cls: 2.3284, loss: 2.3284, grad_norm: 5.1913 2020-10-01 09:18:06,682 - mmaction - INFO - Epoch [16][2600/2825] lr: 7.500e-03, eta: 2 days, 20:47:28, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.4836, top5_acc: 0.7154, loss_cls: 2.3143, loss: 2.3143, grad_norm: 5.2523 2020-10-01 09:18:26,984 - mmaction - INFO - Epoch [16][2620/2825] lr: 7.500e-03, eta: 2 days, 20:47:05, time: 1.016, data_time: 0.003, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7286, loss_cls: 2.2883, loss: 2.2883, grad_norm: 5.3326 2020-10-01 09:18:47,180 - mmaction - INFO - Epoch [16][2640/2825] lr: 7.500e-03, eta: 2 days, 20:46:40, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7263, loss_cls: 2.3283, loss: 2.3283, grad_norm: 5.2390 2020-10-01 09:19:07,774 - mmaction - INFO - Epoch [16][2660/2825] lr: 7.500e-03, eta: 2 days, 20:46:18, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4812, top5_acc: 0.7154, loss_cls: 2.3092, loss: 2.3092, grad_norm: 5.1904 2020-10-01 09:19:28,537 - mmaction - INFO - Epoch [16][2680/2825] lr: 7.500e-03, eta: 2 days, 20:45:57, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7310, loss_cls: 2.3017, loss: 2.3017, grad_norm: 5.2820 2020-10-01 09:19:48,776 - mmaction - INFO - Epoch [16][2700/2825] lr: 7.500e-03, eta: 2 days, 20:45:33, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.4854, top5_acc: 0.7255, loss_cls: 2.2913, loss: 2.2913, grad_norm: 5.2795 2020-10-01 09:20:10,208 - mmaction - INFO - Epoch [16][2720/2825] lr: 7.500e-03, eta: 2 days, 20:45:15, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7216, loss_cls: 2.3042, loss: 2.3042, grad_norm: 5.2286 2020-10-01 09:20:30,281 - mmaction - INFO - Epoch [16][2740/2825] lr: 7.500e-03, eta: 2 days, 20:44:50, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7286, loss_cls: 2.2984, loss: 2.2984, grad_norm: 5.2468 2020-10-01 09:20:51,249 - mmaction - INFO - Epoch [16][2760/2825] lr: 7.500e-03, eta: 2 days, 20:44:30, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7174, loss_cls: 2.3408, loss: 2.3408, grad_norm: 5.2806 2020-10-01 09:21:12,626 - mmaction - INFO - Epoch [16][2780/2825] lr: 7.500e-03, eta: 2 days, 20:44:12, time: 1.070, data_time: 0.003, memory: 8353, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.3305, loss: 2.3305, grad_norm: 5.3578 2020-10-01 09:21:34,337 - mmaction - INFO - Epoch [16][2800/2825] lr: 7.500e-03, eta: 2 days, 20:43:55, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.4701, top5_acc: 0.7135, loss_cls: 2.3732, loss: 2.3732, grad_norm: 5.1531 2020-10-01 09:21:53,647 - mmaction - INFO - Epoch [16][2820/2825] lr: 7.500e-03, eta: 2 days, 20:43:26, time: 0.966, data_time: 0.003, memory: 8353, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.3018, loss: 2.3018, grad_norm: 5.2188 2020-10-01 09:22:00,716 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-10-01 09:22:49,410 - mmaction - INFO - Epoch [17][20/2825] lr: 7.500e-03, eta: 2 days, 20:44:57, time: 2.420, data_time: 1.348, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7299, loss_cls: 2.2597, loss: 2.2597, grad_norm: 5.2796 2020-10-01 09:23:10,383 - mmaction - INFO - Epoch [17][40/2825] lr: 7.500e-03, eta: 2 days, 20:44:37, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7323, loss_cls: 2.2934, loss: 2.2934, grad_norm: 5.2671 2020-10-01 09:23:31,351 - mmaction - INFO - Epoch [17][60/2825] lr: 7.500e-03, eta: 2 days, 20:44:17, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7346, loss_cls: 2.2564, loss: 2.2564, grad_norm: 5.2170 2020-10-01 09:23:51,108 - mmaction - INFO - Epoch [17][80/2825] lr: 7.500e-03, eta: 2 days, 20:43:50, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7221, loss_cls: 2.3039, loss: 2.3039, grad_norm: 5.2737 2020-10-01 09:24:13,757 - mmaction - INFO - Epoch [17][100/2825] lr: 7.500e-03, eta: 2 days, 20:43:39, time: 1.132, data_time: 0.002, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7281, loss_cls: 2.2822, loss: 2.2822, grad_norm: 5.2297 2020-10-01 09:24:33,455 - mmaction - INFO - Epoch [17][120/2825] lr: 7.500e-03, eta: 2 days, 20:43:12, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.4823, top5_acc: 0.7250, loss_cls: 2.3111, loss: 2.3111, grad_norm: 5.2551 2020-10-01 09:24:54,441 - mmaction - INFO - Epoch [17][140/2825] lr: 7.500e-03, eta: 2 days, 20:42:52, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7305, loss_cls: 2.2796, loss: 2.2796, grad_norm: 5.2651 2020-10-01 09:25:14,989 - mmaction - INFO - Epoch [17][160/2825] lr: 7.500e-03, eta: 2 days, 20:42:29, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7341, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.1855 2020-10-01 09:25:35,041 - mmaction - INFO - Epoch [17][180/2825] lr: 7.500e-03, eta: 2 days, 20:42:04, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7398, loss_cls: 2.2373, loss: 2.2373, grad_norm: 5.2849 2020-10-01 09:25:56,742 - mmaction - INFO - Epoch [17][200/2825] lr: 7.500e-03, eta: 2 days, 20:41:47, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7370, loss_cls: 2.2530, loss: 2.2530, grad_norm: 5.1897 2020-10-01 09:26:17,972 - mmaction - INFO - Epoch [17][220/2825] lr: 7.500e-03, eta: 2 days, 20:41:29, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7326, loss_cls: 2.2876, loss: 2.2876, grad_norm: 5.2422 2020-10-01 09:26:37,797 - mmaction - INFO - Epoch [17][240/2825] lr: 7.500e-03, eta: 2 days, 20:41:02, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4880, top5_acc: 0.7297, loss_cls: 2.3013, loss: 2.3013, grad_norm: 5.2387 2020-10-01 09:26:58,301 - mmaction - INFO - Epoch [17][260/2825] lr: 7.500e-03, eta: 2 days, 20:40:40, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7148, loss_cls: 2.3489, loss: 2.3489, grad_norm: 5.3130 2020-10-01 09:27:18,765 - mmaction - INFO - Epoch [17][280/2825] lr: 7.500e-03, eta: 2 days, 20:40:17, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7219, loss_cls: 2.2994, loss: 2.2994, grad_norm: 5.2990 2020-10-01 09:27:40,757 - mmaction - INFO - Epoch [17][300/2825] lr: 7.500e-03, eta: 2 days, 20:40:02, time: 1.099, data_time: 0.001, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7365, loss_cls: 2.2168, loss: 2.2168, grad_norm: 5.2794 2020-10-01 09:28:01,809 - mmaction - INFO - Epoch [17][320/2825] lr: 7.500e-03, eta: 2 days, 20:39:42, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7354, loss_cls: 2.2588, loss: 2.2588, grad_norm: 5.2121 2020-10-01 09:28:22,287 - mmaction - INFO - Epoch [17][340/2825] lr: 7.500e-03, eta: 2 days, 20:39:19, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7318, loss_cls: 2.2889, loss: 2.2889, grad_norm: 5.2237 2020-10-01 09:28:42,229 - mmaction - INFO - Epoch [17][360/2825] lr: 7.500e-03, eta: 2 days, 20:38:53, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7268, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.1163 2020-10-01 09:29:02,862 - mmaction - INFO - Epoch [17][380/2825] lr: 7.500e-03, eta: 2 days, 20:38:31, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.4753, top5_acc: 0.7221, loss_cls: 2.3339, loss: 2.3339, grad_norm: 5.3815 2020-10-01 09:29:24,013 - mmaction - INFO - Epoch [17][400/2825] lr: 7.500e-03, eta: 2 days, 20:38:12, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7279, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.3497 2020-10-01 09:29:43,580 - mmaction - INFO - Epoch [17][420/2825] lr: 7.500e-03, eta: 2 days, 20:37:44, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.4846, top5_acc: 0.7401, loss_cls: 2.2740, loss: 2.2740, grad_norm: 5.2418 2020-10-01 09:30:05,093 - mmaction - INFO - Epoch [17][440/2825] lr: 7.500e-03, eta: 2 days, 20:37:27, time: 1.077, data_time: 0.006, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7443, loss_cls: 2.2262, loss: 2.2262, grad_norm: 5.2843 2020-10-01 09:30:27,150 - mmaction - INFO - Epoch [17][460/2825] lr: 7.500e-03, eta: 2 days, 20:37:12, time: 1.102, data_time: 0.035, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7354, loss_cls: 2.2832, loss: 2.2832, grad_norm: 5.2827 2020-10-01 09:30:48,486 - mmaction - INFO - Epoch [17][480/2825] lr: 7.500e-03, eta: 2 days, 20:36:54, time: 1.066, data_time: 0.006, memory: 8353, top1_acc: 0.4794, top5_acc: 0.7253, loss_cls: 2.2998, loss: 2.2998, grad_norm: 5.3201 2020-10-01 09:31:09,851 - mmaction - INFO - Epoch [17][500/2825] lr: 7.500e-03, eta: 2 days, 20:36:36, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7281, loss_cls: 2.2952, loss: 2.2952, grad_norm: 5.2388 2020-10-01 09:31:28,958 - mmaction - INFO - Epoch [17][520/2825] lr: 7.500e-03, eta: 2 days, 20:36:06, time: 0.956, data_time: 0.002, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7214, loss_cls: 2.3395, loss: 2.3395, grad_norm: 5.4009 2020-10-01 09:31:49,871 - mmaction - INFO - Epoch [17][540/2825] lr: 7.500e-03, eta: 2 days, 20:35:45, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.4784, top5_acc: 0.7318, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.2550 2020-10-01 09:32:11,134 - mmaction - INFO - Epoch [17][560/2825] lr: 7.500e-03, eta: 2 days, 20:35:26, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7292, loss_cls: 2.2683, loss: 2.2683, grad_norm: 5.2162 2020-10-01 09:32:32,350 - mmaction - INFO - Epoch [17][580/2825] lr: 7.500e-03, eta: 2 days, 20:35:07, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7352, loss_cls: 2.2523, loss: 2.2523, grad_norm: 5.2586 2020-10-01 09:32:52,450 - mmaction - INFO - Epoch [17][600/2825] lr: 7.500e-03, eta: 2 days, 20:34:42, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7372, loss_cls: 2.2359, loss: 2.2359, grad_norm: 5.1844 2020-10-01 09:33:13,693 - mmaction - INFO - Epoch [17][620/2825] lr: 7.500e-03, eta: 2 days, 20:34:24, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7294, loss_cls: 2.2896, loss: 2.2896, grad_norm: 5.3182 2020-10-01 09:33:33,767 - mmaction - INFO - Epoch [17][640/2825] lr: 7.500e-03, eta: 2 days, 20:33:59, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7260, loss_cls: 2.2888, loss: 2.2888, grad_norm: 5.2078 2020-10-01 09:33:54,486 - mmaction - INFO - Epoch [17][660/2825] lr: 7.500e-03, eta: 2 days, 20:33:37, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.4799, top5_acc: 0.7172, loss_cls: 2.3535, loss: 2.3535, grad_norm: 5.2961 2020-10-01 09:34:15,896 - mmaction - INFO - Epoch [17][680/2825] lr: 7.500e-03, eta: 2 days, 20:33:19, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.4854, top5_acc: 0.7273, loss_cls: 2.3280, loss: 2.3280, grad_norm: 5.3149 2020-10-01 09:34:36,427 - mmaction - INFO - Epoch [17][700/2825] lr: 7.500e-03, eta: 2 days, 20:32:56, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7208, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.1834 2020-10-01 09:34:57,459 - mmaction - INFO - Epoch [17][720/2825] lr: 7.500e-03, eta: 2 days, 20:32:36, time: 1.054, data_time: 0.004, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7320, loss_cls: 2.2668, loss: 2.2668, grad_norm: 5.2937 2020-10-01 09:35:18,425 - mmaction - INFO - Epoch [17][740/2825] lr: 7.500e-03, eta: 2 days, 20:32:16, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.4943, top5_acc: 0.7365, loss_cls: 2.2707, loss: 2.2707, grad_norm: 5.2574 2020-10-01 09:35:39,299 - mmaction - INFO - Epoch [17][760/2825] lr: 7.500e-03, eta: 2 days, 20:31:55, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.2836, loss: 2.2836, grad_norm: 5.2560 2020-10-01 09:35:59,370 - mmaction - INFO - Epoch [17][780/2825] lr: 7.500e-03, eta: 2 days, 20:31:30, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7268, loss_cls: 2.3234, loss: 2.3234, grad_norm: 5.3147 2020-10-01 09:36:20,711 - mmaction - INFO - Epoch [17][800/2825] lr: 7.500e-03, eta: 2 days, 20:31:12, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.4914, top5_acc: 0.7177, loss_cls: 2.3175, loss: 2.3175, grad_norm: 5.2722 2020-10-01 09:36:40,750 - mmaction - INFO - Epoch [17][820/2825] lr: 7.500e-03, eta: 2 days, 20:30:47, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7229, loss_cls: 2.3089, loss: 2.3089, grad_norm: 5.3313 2020-10-01 09:37:01,802 - mmaction - INFO - Epoch [17][840/2825] lr: 7.500e-03, eta: 2 days, 20:30:27, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7312, loss_cls: 2.2587, loss: 2.2587, grad_norm: 5.1856 2020-10-01 09:37:22,805 - mmaction - INFO - Epoch [17][860/2825] lr: 7.500e-03, eta: 2 days, 20:30:07, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7289, loss_cls: 2.2891, loss: 2.2891, grad_norm: 5.1907 2020-10-01 09:37:43,918 - mmaction - INFO - Epoch [17][880/2825] lr: 7.500e-03, eta: 2 days, 20:29:47, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7289, loss_cls: 2.2883, loss: 2.2883, grad_norm: 5.2812 2020-10-01 09:38:04,286 - mmaction - INFO - Epoch [17][900/2825] lr: 7.500e-03, eta: 2 days, 20:29:24, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7318, loss_cls: 2.2704, loss: 2.2704, grad_norm: 5.3044 2020-10-01 09:38:24,880 - mmaction - INFO - Epoch [17][920/2825] lr: 7.500e-03, eta: 2 days, 20:29:02, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7315, loss_cls: 2.2858, loss: 2.2858, grad_norm: 5.2481 2020-10-01 09:38:44,620 - mmaction - INFO - Epoch [17][940/2825] lr: 7.500e-03, eta: 2 days, 20:28:35, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7201, loss_cls: 2.2973, loss: 2.2973, grad_norm: 5.2215 2020-10-01 09:39:05,239 - mmaction - INFO - Epoch [17][960/2825] lr: 7.500e-03, eta: 2 days, 20:28:13, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7276, loss_cls: 2.2909, loss: 2.2909, grad_norm: 5.2910 2020-10-01 09:39:25,427 - mmaction - INFO - Epoch [17][980/2825] lr: 7.500e-03, eta: 2 days, 20:27:49, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7271, loss_cls: 2.2965, loss: 2.2965, grad_norm: 5.1972 2020-10-01 09:39:46,868 - mmaction - INFO - Epoch [17][1000/2825] lr: 7.500e-03, eta: 2 days, 20:27:31, time: 1.072, data_time: 0.019, memory: 8353, top1_acc: 0.4914, top5_acc: 0.7419, loss_cls: 2.2719, loss: 2.2719, grad_norm: 5.3127 2020-10-01 09:40:06,610 - mmaction - INFO - Epoch [17][1020/2825] lr: 7.500e-03, eta: 2 days, 20:27:04, time: 0.988, data_time: 0.003, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.3099, loss: 2.3099, grad_norm: 5.2925 2020-10-01 09:40:28,040 - mmaction - INFO - Epoch [17][1040/2825] lr: 7.500e-03, eta: 2 days, 20:26:46, time: 1.071, data_time: 0.005, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.2233, loss: 2.2233, grad_norm: 5.2160 2020-10-01 09:40:48,870 - mmaction - INFO - Epoch [17][1060/2825] lr: 7.500e-03, eta: 2 days, 20:26:25, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7339, loss_cls: 2.2504, loss: 2.2504, grad_norm: 5.2080 2020-10-01 09:41:09,127 - mmaction - INFO - Epoch [17][1080/2825] lr: 7.500e-03, eta: 2 days, 20:26:01, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7328, loss_cls: 2.2281, loss: 2.2281, grad_norm: 5.1787 2020-10-01 09:41:29,411 - mmaction - INFO - Epoch [17][1100/2825] lr: 7.500e-03, eta: 2 days, 20:25:38, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.4781, top5_acc: 0.7292, loss_cls: 2.3212, loss: 2.3212, grad_norm: 5.3369 2020-10-01 09:41:50,399 - mmaction - INFO - Epoch [17][1120/2825] lr: 7.500e-03, eta: 2 days, 20:25:18, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7219, loss_cls: 2.3078, loss: 2.3078, grad_norm: 5.2681 2020-10-01 09:42:12,539 - mmaction - INFO - Epoch [17][1140/2825] lr: 7.500e-03, eta: 2 days, 20:25:03, time: 1.106, data_time: 0.001, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7406, loss_cls: 2.2588, loss: 2.2588, grad_norm: 5.3681 2020-10-01 09:42:31,765 - mmaction - INFO - Epoch [17][1160/2825] lr: 7.500e-03, eta: 2 days, 20:24:34, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.4802, top5_acc: 0.7271, loss_cls: 2.2856, loss: 2.2856, grad_norm: 5.2086 2020-10-01 09:42:52,859 - mmaction - INFO - Epoch [17][1180/2825] lr: 7.500e-03, eta: 2 days, 20:24:14, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.4786, top5_acc: 0.7180, loss_cls: 2.3383, loss: 2.3383, grad_norm: 5.4009 2020-10-01 09:43:14,063 - mmaction - INFO - Epoch [17][1200/2825] lr: 7.500e-03, eta: 2 days, 20:23:55, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7323, loss_cls: 2.2578, loss: 2.2578, grad_norm: 5.1718 2020-10-01 09:43:34,115 - mmaction - INFO - Epoch [17][1220/2825] lr: 7.500e-03, eta: 2 days, 20:23:30, time: 1.002, data_time: 0.063, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7326, loss_cls: 2.2821, loss: 2.2821, grad_norm: 5.3139 2020-10-01 09:43:54,657 - mmaction - INFO - Epoch [17][1240/2825] lr: 7.500e-03, eta: 2 days, 20:23:08, time: 1.027, data_time: 0.231, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7302, loss_cls: 2.2612, loss: 2.2612, grad_norm: 5.2183 2020-10-01 09:44:15,653 - mmaction - INFO - Epoch [17][1260/2825] lr: 7.500e-03, eta: 2 days, 20:22:48, time: 1.050, data_time: 0.016, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7328, loss_cls: 2.2284, loss: 2.2284, grad_norm: 5.1972 2020-10-01 09:44:37,491 - mmaction - INFO - Epoch [17][1280/2825] lr: 7.500e-03, eta: 2 days, 20:22:32, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.4784, top5_acc: 0.7352, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.2993 2020-10-01 09:44:56,166 - mmaction - INFO - Epoch [17][1300/2825] lr: 7.500e-03, eta: 2 days, 20:22:00, time: 0.934, data_time: 0.054, memory: 8353, top1_acc: 0.4958, top5_acc: 0.7370, loss_cls: 2.2455, loss: 2.2455, grad_norm: 5.1887 2020-10-01 09:45:18,420 - mmaction - INFO - Epoch [17][1320/2825] lr: 7.500e-03, eta: 2 days, 20:21:46, time: 1.112, data_time: 0.001, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7240, loss_cls: 2.2980, loss: 2.2980, grad_norm: 5.2379 2020-10-01 09:45:38,604 - mmaction - INFO - Epoch [17][1340/2825] lr: 7.500e-03, eta: 2 days, 20:21:22, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7227, loss_cls: 2.3454, loss: 2.3454, grad_norm: 5.3069 2020-10-01 09:45:59,911 - mmaction - INFO - Epoch [17][1360/2825] lr: 7.500e-03, eta: 2 days, 20:21:03, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7370, loss_cls: 2.2240, loss: 2.2240, grad_norm: 5.1326 2020-10-01 09:46:20,744 - mmaction - INFO - Epoch [17][1380/2825] lr: 7.500e-03, eta: 2 days, 20:20:42, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7297, loss_cls: 2.2735, loss: 2.2735, grad_norm: 5.2166 2020-10-01 09:46:40,759 - mmaction - INFO - Epoch [17][1400/2825] lr: 7.500e-03, eta: 2 days, 20:20:17, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7318, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.2645 2020-10-01 09:47:02,078 - mmaction - INFO - Epoch [17][1420/2825] lr: 7.500e-03, eta: 2 days, 20:19:58, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2791, loss: 2.2791, grad_norm: 5.2113 2020-10-01 09:47:22,386 - mmaction - INFO - Epoch [17][1440/2825] lr: 7.500e-03, eta: 2 days, 20:19:35, time: 1.016, data_time: 0.003, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7362, loss_cls: 2.2583, loss: 2.2583, grad_norm: 5.2917 2020-10-01 09:47:42,998 - mmaction - INFO - Epoch [17][1460/2825] lr: 7.500e-03, eta: 2 days, 20:19:13, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.4786, top5_acc: 0.7174, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.2813 2020-10-01 09:48:04,452 - mmaction - INFO - Epoch [17][1480/2825] lr: 7.500e-03, eta: 2 days, 20:18:55, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.4844, top5_acc: 0.7299, loss_cls: 2.2948, loss: 2.2948, grad_norm: 5.2917 2020-10-01 09:48:24,466 - mmaction - INFO - Epoch [17][1500/2825] lr: 7.500e-03, eta: 2 days, 20:18:30, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7292, loss_cls: 2.2756, loss: 2.2756, grad_norm: 5.1936 2020-10-01 09:48:45,194 - mmaction - INFO - Epoch [17][1520/2825] lr: 7.500e-03, eta: 2 days, 20:18:08, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7333, loss_cls: 2.3013, loss: 2.3013, grad_norm: 5.2948 2020-10-01 09:49:07,235 - mmaction - INFO - Epoch [17][1540/2825] lr: 7.500e-03, eta: 2 days, 20:17:53, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7320, loss_cls: 2.2745, loss: 2.2745, grad_norm: 5.1795 2020-10-01 09:49:26,361 - mmaction - INFO - Epoch [17][1560/2825] lr: 7.500e-03, eta: 2 days, 20:17:24, time: 0.956, data_time: 0.002, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7276, loss_cls: 2.2491, loss: 2.2491, grad_norm: 5.1341 2020-10-01 09:49:47,534 - mmaction - INFO - Epoch [17][1580/2825] lr: 7.500e-03, eta: 2 days, 20:17:04, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7234, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.1717 2020-10-01 09:50:09,051 - mmaction - INFO - Epoch [17][1600/2825] lr: 7.500e-03, eta: 2 days, 20:16:47, time: 1.077, data_time: 0.003, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7383, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.2895 2020-10-01 09:50:30,123 - mmaction - INFO - Epoch [17][1620/2825] lr: 7.500e-03, eta: 2 days, 20:16:27, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7388, loss_cls: 2.2529, loss: 2.2529, grad_norm: 5.2414 2020-10-01 09:50:49,103 - mmaction - INFO - Epoch [17][1640/2825] lr: 7.500e-03, eta: 2 days, 20:15:57, time: 0.948, data_time: 0.001, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7305, loss_cls: 2.3069, loss: 2.3069, grad_norm: 5.2834 2020-10-01 09:51:11,171 - mmaction - INFO - Epoch [17][1660/2825] lr: 7.500e-03, eta: 2 days, 20:15:42, time: 1.104, data_time: 0.001, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7247, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.3811 2020-10-01 09:51:31,407 - mmaction - INFO - Epoch [17][1680/2825] lr: 7.500e-03, eta: 2 days, 20:15:18, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7367, loss_cls: 2.2397, loss: 2.2397, grad_norm: 5.1478 2020-10-01 09:51:51,909 - mmaction - INFO - Epoch [17][1700/2825] lr: 7.500e-03, eta: 2 days, 20:14:56, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.3052, loss: 2.3052, grad_norm: 5.3127 2020-10-01 09:52:12,657 - mmaction - INFO - Epoch [17][1720/2825] lr: 7.500e-03, eta: 2 days, 20:14:34, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7341, loss_cls: 2.2817, loss: 2.2817, grad_norm: 5.3071 2020-10-01 09:52:32,505 - mmaction - INFO - Epoch [17][1740/2825] lr: 7.500e-03, eta: 2 days, 20:14:08, time: 0.992, data_time: 0.003, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7284, loss_cls: 2.2861, loss: 2.2861, grad_norm: 5.2323 2020-10-01 09:52:53,563 - mmaction - INFO - Epoch [17][1760/2825] lr: 7.500e-03, eta: 2 days, 20:13:48, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7242, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.2266 2020-10-01 09:53:14,100 - mmaction - INFO - Epoch [17][1780/2825] lr: 7.500e-03, eta: 2 days, 20:13:26, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7234, loss_cls: 2.3066, loss: 2.3066, grad_norm: 5.2189 2020-10-01 09:53:35,204 - mmaction - INFO - Epoch [17][1800/2825] lr: 7.500e-03, eta: 2 days, 20:13:06, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7474, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.2270 2020-10-01 09:53:56,444 - mmaction - INFO - Epoch [17][1820/2825] lr: 7.500e-03, eta: 2 days, 20:12:47, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.2271, loss: 2.2271, grad_norm: 5.2139 2020-10-01 09:54:17,488 - mmaction - INFO - Epoch [17][1840/2825] lr: 7.500e-03, eta: 2 days, 20:12:27, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7341, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.2183 2020-10-01 09:54:37,161 - mmaction - INFO - Epoch [17][1860/2825] lr: 7.500e-03, eta: 2 days, 20:12:01, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.4776, top5_acc: 0.7247, loss_cls: 2.3297, loss: 2.3297, grad_norm: 5.2716 2020-10-01 09:54:57,632 - mmaction - INFO - Epoch [17][1880/2825] lr: 7.500e-03, eta: 2 days, 20:11:38, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7307, loss_cls: 2.2718, loss: 2.2718, grad_norm: 5.2126 2020-10-01 09:55:18,841 - mmaction - INFO - Epoch [17][1900/2825] lr: 7.500e-03, eta: 2 days, 20:11:19, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7203, loss_cls: 2.2969, loss: 2.2969, grad_norm: 5.1657 2020-10-01 09:55:39,015 - mmaction - INFO - Epoch [17][1920/2825] lr: 7.500e-03, eta: 2 days, 20:10:55, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7349, loss_cls: 2.2910, loss: 2.2910, grad_norm: 5.1363 2020-10-01 09:56:00,156 - mmaction - INFO - Epoch [17][1940/2825] lr: 7.500e-03, eta: 2 days, 20:10:35, time: 1.056, data_time: 0.008, memory: 8353, top1_acc: 0.4727, top5_acc: 0.7245, loss_cls: 2.3281, loss: 2.3281, grad_norm: 5.2769 2020-10-01 09:56:21,061 - mmaction - INFO - Epoch [17][1960/2825] lr: 7.500e-03, eta: 2 days, 20:10:14, time: 1.045, data_time: 0.243, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7315, loss_cls: 2.2645, loss: 2.2645, grad_norm: 5.0896 2020-10-01 09:56:42,297 - mmaction - INFO - Epoch [17][1980/2825] lr: 7.500e-03, eta: 2 days, 20:09:55, time: 1.062, data_time: 0.071, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7349, loss_cls: 2.2455, loss: 2.2455, grad_norm: 5.1866 2020-10-01 09:57:02,830 - mmaction - INFO - Epoch [17][2000/2825] lr: 7.500e-03, eta: 2 days, 20:09:33, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7362, loss_cls: 2.2445, loss: 2.2445, grad_norm: 5.2690 2020-10-01 09:57:24,014 - mmaction - INFO - Epoch [17][2020/2825] lr: 7.500e-03, eta: 2 days, 20:09:14, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7240, loss_cls: 2.2956, loss: 2.2956, grad_norm: 5.3142 2020-10-01 09:57:44,689 - mmaction - INFO - Epoch [17][2040/2825] lr: 7.500e-03, eta: 2 days, 20:08:52, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7289, loss_cls: 2.2745, loss: 2.2745, grad_norm: 5.2684 2020-10-01 09:58:04,544 - mmaction - INFO - Epoch [17][2060/2825] lr: 7.500e-03, eta: 2 days, 20:08:26, time: 0.994, data_time: 0.038, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7185, loss_cls: 2.3102, loss: 2.3102, grad_norm: 5.2080 2020-10-01 09:58:25,285 - mmaction - INFO - Epoch [17][2080/2825] lr: 7.500e-03, eta: 2 days, 20:08:05, time: 1.037, data_time: 0.038, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7292, loss_cls: 2.2686, loss: 2.2686, grad_norm: 5.2534 2020-10-01 09:58:47,241 - mmaction - INFO - Epoch [17][2100/2825] lr: 7.500e-03, eta: 2 days, 20:07:49, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7318, loss_cls: 2.2570, loss: 2.2570, grad_norm: 5.2511 2020-10-01 09:59:07,338 - mmaction - INFO - Epoch [17][2120/2825] lr: 7.500e-03, eta: 2 days, 20:07:25, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7227, loss_cls: 2.3031, loss: 2.3031, grad_norm: 5.3016 2020-10-01 09:59:27,746 - mmaction - INFO - Epoch [17][2140/2825] lr: 7.500e-03, eta: 2 days, 20:07:02, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.4805, top5_acc: 0.7232, loss_cls: 2.3380, loss: 2.3380, grad_norm: 5.3637 2020-10-01 09:59:48,670 - mmaction - INFO - Epoch [17][2160/2825] lr: 7.500e-03, eta: 2 days, 20:06:41, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4930, top5_acc: 0.7362, loss_cls: 2.2500, loss: 2.2500, grad_norm: 5.2237 2020-10-01 10:00:12,147 - mmaction - INFO - Epoch [17][2180/2825] lr: 7.500e-03, eta: 2 days, 20:06:33, time: 1.174, data_time: 0.002, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7266, loss_cls: 2.2533, loss: 2.2533, grad_norm: 5.2315 2020-10-01 10:00:32,641 - mmaction - INFO - Epoch [17][2200/2825] lr: 7.500e-03, eta: 2 days, 20:06:11, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4904, top5_acc: 0.7208, loss_cls: 2.2993, loss: 2.2993, grad_norm: 5.2592 2020-10-01 10:00:52,903 - mmaction - INFO - Epoch [17][2220/2825] lr: 7.500e-03, eta: 2 days, 20:05:47, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7237, loss_cls: 2.2908, loss: 2.2908, grad_norm: 5.2178 2020-10-01 10:01:13,167 - mmaction - INFO - Epoch [17][2240/2825] lr: 7.500e-03, eta: 2 days, 20:05:23, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2789, loss: 2.2789, grad_norm: 5.2210 2020-10-01 10:01:34,585 - mmaction - INFO - Epoch [17][2260/2825] lr: 7.500e-03, eta: 2 days, 20:05:05, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7424, loss_cls: 2.2184, loss: 2.2184, grad_norm: 5.1985 2020-10-01 10:01:54,966 - mmaction - INFO - Epoch [17][2280/2825] lr: 7.500e-03, eta: 2 days, 20:04:42, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4943, top5_acc: 0.7255, loss_cls: 2.2900, loss: 2.2900, grad_norm: 5.2556 2020-10-01 10:02:15,388 - mmaction - INFO - Epoch [17][2300/2825] lr: 7.500e-03, eta: 2 days, 20:04:19, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7286, loss_cls: 2.2627, loss: 2.2627, grad_norm: 5.2416 2020-10-01 10:02:37,114 - mmaction - INFO - Epoch [17][2320/2825] lr: 7.500e-03, eta: 2 days, 20:04:02, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7365, loss_cls: 2.2799, loss: 2.2799, grad_norm: 5.3680 2020-10-01 10:02:56,521 - mmaction - INFO - Epoch [17][2340/2825] lr: 7.500e-03, eta: 2 days, 20:03:34, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.4883, top5_acc: 0.7380, loss_cls: 2.2398, loss: 2.2398, grad_norm: 5.3145 2020-10-01 10:03:17,220 - mmaction - INFO - Epoch [17][2360/2825] lr: 7.500e-03, eta: 2 days, 20:03:13, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7245, loss_cls: 2.3125, loss: 2.3125, grad_norm: 5.3177 2020-10-01 10:03:37,790 - mmaction - INFO - Epoch [17][2380/2825] lr: 7.500e-03, eta: 2 days, 20:02:50, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7352, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.2688 2020-10-01 10:03:58,102 - mmaction - INFO - Epoch [17][2400/2825] lr: 7.500e-03, eta: 2 days, 20:02:27, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7424, loss_cls: 2.2031, loss: 2.2031, grad_norm: 5.2137 2020-10-01 10:04:18,458 - mmaction - INFO - Epoch [17][2420/2825] lr: 7.500e-03, eta: 2 days, 20:02:03, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7354, loss_cls: 2.2514, loss: 2.2514, grad_norm: 5.2707 2020-10-01 10:04:38,920 - mmaction - INFO - Epoch [17][2440/2825] lr: 7.500e-03, eta: 2 days, 20:01:41, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2679, loss: 2.2679, grad_norm: 5.2043 2020-10-01 10:04:59,681 - mmaction - INFO - Epoch [17][2460/2825] lr: 7.500e-03, eta: 2 days, 20:01:19, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7299, loss_cls: 2.2486, loss: 2.2486, grad_norm: 5.2571 2020-10-01 10:05:20,144 - mmaction - INFO - Epoch [17][2480/2825] lr: 7.500e-03, eta: 2 days, 20:00:56, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.4805, top5_acc: 0.7271, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.2490 2020-10-01 10:05:40,763 - mmaction - INFO - Epoch [17][2500/2825] lr: 7.500e-03, eta: 2 days, 20:00:34, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7312, loss_cls: 2.2756, loss: 2.2756, grad_norm: 5.2273 2020-10-01 10:06:01,812 - mmaction - INFO - Epoch [17][2520/2825] lr: 7.500e-03, eta: 2 days, 20:00:15, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7297, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.2122 2020-10-01 10:06:23,568 - mmaction - INFO - Epoch [17][2540/2825] lr: 7.500e-03, eta: 2 days, 19:59:58, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7245, loss_cls: 2.2853, loss: 2.2853, grad_norm: 5.2176 2020-10-01 10:06:45,314 - mmaction - INFO - Epoch [17][2560/2825] lr: 7.500e-03, eta: 2 days, 19:59:42, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7294, loss_cls: 2.2774, loss: 2.2774, grad_norm: 5.3180 2020-10-01 10:07:05,542 - mmaction - INFO - Epoch [17][2580/2825] lr: 7.500e-03, eta: 2 days, 19:59:18, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7221, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.2949 2020-10-01 10:07:26,378 - mmaction - INFO - Epoch [17][2600/2825] lr: 7.500e-03, eta: 2 days, 19:58:57, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7419, loss_cls: 2.2310, loss: 2.2310, grad_norm: 5.2124 2020-10-01 10:07:48,053 - mmaction - INFO - Epoch [17][2620/2825] lr: 7.500e-03, eta: 2 days, 19:58:40, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2974, loss: 2.2974, grad_norm: 5.2964 2020-10-01 10:08:08,160 - mmaction - INFO - Epoch [17][2640/2825] lr: 7.500e-03, eta: 2 days, 19:58:15, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7370, loss_cls: 2.2529, loss: 2.2529, grad_norm: 5.2473 2020-10-01 10:08:28,424 - mmaction - INFO - Epoch [17][2660/2825] lr: 7.500e-03, eta: 2 days, 19:57:52, time: 1.014, data_time: 0.003, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7346, loss_cls: 2.3032, loss: 2.3032, grad_norm: 5.2793 2020-10-01 10:08:48,119 - mmaction - INFO - Epoch [17][2680/2825] lr: 7.500e-03, eta: 2 days, 19:57:25, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7393, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.1962 2020-10-01 10:09:09,246 - mmaction - INFO - Epoch [17][2700/2825] lr: 7.500e-03, eta: 2 days, 19:57:06, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7273, loss_cls: 2.2625, loss: 2.2625, grad_norm: 5.3062 2020-10-01 10:09:30,342 - mmaction - INFO - Epoch [17][2720/2825] lr: 7.500e-03, eta: 2 days, 19:56:46, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7292, loss_cls: 2.2889, loss: 2.2889, grad_norm: 5.2886 2020-10-01 10:09:50,618 - mmaction - INFO - Epoch [17][2740/2825] lr: 7.500e-03, eta: 2 days, 19:56:22, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7214, loss_cls: 2.2823, loss: 2.2823, grad_norm: 5.2924 2020-10-01 10:10:11,275 - mmaction - INFO - Epoch [17][2760/2825] lr: 7.500e-03, eta: 2 days, 19:56:00, time: 1.032, data_time: 0.007, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7273, loss_cls: 2.2871, loss: 2.2871, grad_norm: 5.2102 2020-10-01 10:10:32,597 - mmaction - INFO - Epoch [17][2780/2825] lr: 7.500e-03, eta: 2 days, 19:55:42, time: 1.066, data_time: 0.005, memory: 8353, top1_acc: 0.4846, top5_acc: 0.7253, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.3134 2020-10-01 10:10:52,957 - mmaction - INFO - Epoch [17][2800/2825] lr: 7.500e-03, eta: 2 days, 19:55:19, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7224, loss_cls: 2.3187, loss: 2.3187, grad_norm: 5.3244 2020-10-01 10:11:13,636 - mmaction - INFO - Epoch [17][2820/2825] lr: 7.500e-03, eta: 2 days, 19:54:57, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4773, top5_acc: 0.7302, loss_cls: 2.3328, loss: 2.3328, grad_norm: 5.2967 2020-10-01 10:11:19,405 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-10-01 10:12:08,665 - mmaction - INFO - Epoch [18][20/2825] lr: 7.500e-03, eta: 2 days, 19:56:17, time: 2.397, data_time: 1.580, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7281, loss_cls: 2.3205, loss: 2.3205, grad_norm: 5.2977 2020-10-01 10:12:30,856 - mmaction - INFO - Epoch [18][40/2825] lr: 7.500e-03, eta: 2 days, 19:56:03, time: 1.108, data_time: 0.015, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7276, loss_cls: 2.2802, loss: 2.2802, grad_norm: 5.2645 2020-10-01 10:12:50,468 - mmaction - INFO - Epoch [18][60/2825] lr: 7.500e-03, eta: 2 days, 19:55:36, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7385, loss_cls: 2.2414, loss: 2.2414, grad_norm: 5.1938 2020-10-01 10:13:11,827 - mmaction - INFO - Epoch [18][80/2825] lr: 7.500e-03, eta: 2 days, 19:55:18, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2641, loss: 2.2641, grad_norm: 5.1795 2020-10-01 10:13:32,141 - mmaction - INFO - Epoch [18][100/2825] lr: 7.500e-03, eta: 2 days, 19:54:54, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7326, loss_cls: 2.2619, loss: 2.2619, grad_norm: 5.2454 2020-10-01 10:13:52,640 - mmaction - INFO - Epoch [18][120/2825] lr: 7.500e-03, eta: 2 days, 19:54:31, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7292, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.2001 2020-10-01 10:14:13,519 - mmaction - INFO - Epoch [18][140/2825] lr: 7.500e-03, eta: 2 days, 19:54:11, time: 1.044, data_time: 0.004, memory: 8353, top1_acc: 0.4797, top5_acc: 0.7279, loss_cls: 2.3231, loss: 2.3231, grad_norm: 5.2710 2020-10-01 10:14:34,139 - mmaction - INFO - Epoch [18][160/2825] lr: 7.500e-03, eta: 2 days, 19:53:49, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.1524 2020-10-01 10:14:54,968 - mmaction - INFO - Epoch [18][180/2825] lr: 7.500e-03, eta: 2 days, 19:53:28, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7458, loss_cls: 2.2097, loss: 2.2097, grad_norm: 5.1379 2020-10-01 10:15:15,755 - mmaction - INFO - Epoch [18][200/2825] lr: 7.500e-03, eta: 2 days, 19:53:06, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7268, loss_cls: 2.2554, loss: 2.2554, grad_norm: 5.1896 2020-10-01 10:15:36,978 - mmaction - INFO - Epoch [18][220/2825] lr: 7.500e-03, eta: 2 days, 19:52:47, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.4883, top5_acc: 0.7323, loss_cls: 2.2503, loss: 2.2503, grad_norm: 5.2826 2020-10-01 10:15:58,177 - mmaction - INFO - Epoch [18][240/2825] lr: 7.500e-03, eta: 2 days, 19:52:28, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7448, loss_cls: 2.1807, loss: 2.1807, grad_norm: 5.1728 2020-10-01 10:16:17,925 - mmaction - INFO - Epoch [18][260/2825] lr: 7.500e-03, eta: 2 days, 19:52:02, time: 0.988, data_time: 0.003, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7370, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.2957 2020-10-01 10:16:39,510 - mmaction - INFO - Epoch [18][280/2825] lr: 7.500e-03, eta: 2 days, 19:51:44, time: 1.080, data_time: 0.003, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7349, loss_cls: 2.2454, loss: 2.2454, grad_norm: 5.2560 2020-10-01 10:16:59,607 - mmaction - INFO - Epoch [18][300/2825] lr: 7.500e-03, eta: 2 days, 19:51:20, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4794, top5_acc: 0.7380, loss_cls: 2.2636, loss: 2.2636, grad_norm: 5.2793 2020-10-01 10:17:19,894 - mmaction - INFO - Epoch [18][320/2825] lr: 7.500e-03, eta: 2 days, 19:50:56, time: 1.015, data_time: 0.021, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7299, loss_cls: 2.2569, loss: 2.2569, grad_norm: 5.3161 2020-10-01 10:17:40,739 - mmaction - INFO - Epoch [18][340/2825] lr: 7.500e-03, eta: 2 days, 19:50:35, time: 1.042, data_time: 0.009, memory: 8353, top1_acc: 0.4779, top5_acc: 0.7328, loss_cls: 2.2476, loss: 2.2476, grad_norm: 5.2707 2020-10-01 10:18:01,508 - mmaction - INFO - Epoch [18][360/2825] lr: 7.500e-03, eta: 2 days, 19:50:14, time: 1.038, data_time: 0.014, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7271, loss_cls: 2.2658, loss: 2.2658, grad_norm: 5.2308 2020-10-01 10:18:22,462 - mmaction - INFO - Epoch [18][380/2825] lr: 7.500e-03, eta: 2 days, 19:49:53, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7352, loss_cls: 2.2291, loss: 2.2291, grad_norm: 5.1623 2020-10-01 10:18:42,530 - mmaction - INFO - Epoch [18][400/2825] lr: 7.500e-03, eta: 2 days, 19:49:29, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7385, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.3341 2020-10-01 10:19:04,095 - mmaction - INFO - Epoch [18][420/2825] lr: 7.500e-03, eta: 2 days, 19:49:11, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7495, loss_cls: 2.2030, loss: 2.2030, grad_norm: 5.2052 2020-10-01 10:19:24,461 - mmaction - INFO - Epoch [18][440/2825] lr: 7.500e-03, eta: 2 days, 19:48:48, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7396, loss_cls: 2.2172, loss: 2.2172, grad_norm: 5.1940 2020-10-01 10:19:44,329 - mmaction - INFO - Epoch [18][460/2825] lr: 7.500e-03, eta: 2 days, 19:48:22, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.4914, top5_acc: 0.7302, loss_cls: 2.2484, loss: 2.2484, grad_norm: 5.3548 2020-10-01 10:20:05,509 - mmaction - INFO - Epoch [18][480/2825] lr: 7.500e-03, eta: 2 days, 19:48:03, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7401, loss_cls: 2.2140, loss: 2.2140, grad_norm: 5.2576 2020-10-01 10:20:26,003 - mmaction - INFO - Epoch [18][500/2825] lr: 7.500e-03, eta: 2 days, 19:47:40, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7289, loss_cls: 2.2408, loss: 2.2408, grad_norm: 5.2532 2020-10-01 10:20:47,072 - mmaction - INFO - Epoch [18][520/2825] lr: 7.500e-03, eta: 2 days, 19:47:20, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7289, loss_cls: 2.2765, loss: 2.2765, grad_norm: 5.1961 2020-10-01 10:21:07,682 - mmaction - INFO - Epoch [18][540/2825] lr: 7.500e-03, eta: 2 days, 19:46:58, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7435, loss_cls: 2.2322, loss: 2.2322, grad_norm: 5.2320 2020-10-01 10:21:29,286 - mmaction - INFO - Epoch [18][560/2825] lr: 7.500e-03, eta: 2 days, 19:46:41, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.2321, loss: 2.2321, grad_norm: 5.1686 2020-10-01 10:21:49,656 - mmaction - INFO - Epoch [18][580/2825] lr: 7.500e-03, eta: 2 days, 19:46:18, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7385, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.2907 2020-10-01 10:22:10,567 - mmaction - INFO - Epoch [18][600/2825] lr: 7.500e-03, eta: 2 days, 19:45:57, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.2415, loss: 2.2415, grad_norm: 5.2295 2020-10-01 10:22:31,739 - mmaction - INFO - Epoch [18][620/2825] lr: 7.500e-03, eta: 2 days, 19:45:38, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7344, loss_cls: 2.2456, loss: 2.2456, grad_norm: 5.3439 2020-10-01 10:22:51,092 - mmaction - INFO - Epoch [18][640/2825] lr: 7.500e-03, eta: 2 days, 19:45:10, time: 0.967, data_time: 0.003, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7268, loss_cls: 2.2903, loss: 2.2903, grad_norm: 5.3051 2020-10-01 10:23:11,956 - mmaction - INFO - Epoch [18][660/2825] lr: 7.500e-03, eta: 2 days, 19:44:49, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7378, loss_cls: 2.2769, loss: 2.2769, grad_norm: 5.3570 2020-10-01 10:23:33,632 - mmaction - INFO - Epoch [18][680/2825] lr: 7.500e-03, eta: 2 days, 19:44:32, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7326, loss_cls: 2.2614, loss: 2.2614, grad_norm: 5.2598 2020-10-01 10:23:54,869 - mmaction - INFO - Epoch [18][700/2825] lr: 7.500e-03, eta: 2 days, 19:44:13, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7419, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.2751 2020-10-01 10:24:14,611 - mmaction - INFO - Epoch [18][720/2825] lr: 7.500e-03, eta: 2 days, 19:43:47, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7375, loss_cls: 2.2409, loss: 2.2409, grad_norm: 5.3038 2020-10-01 10:24:35,289 - mmaction - INFO - Epoch [18][740/2825] lr: 7.500e-03, eta: 2 days, 19:43:25, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7393, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.1913 2020-10-01 10:24:56,341 - mmaction - INFO - Epoch [18][760/2825] lr: 7.500e-03, eta: 2 days, 19:43:05, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.2231, loss: 2.2231, grad_norm: 5.2863 2020-10-01 10:25:16,945 - mmaction - INFO - Epoch [18][780/2825] lr: 7.500e-03, eta: 2 days, 19:42:43, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7273, loss_cls: 2.2953, loss: 2.2953, grad_norm: 5.2272 2020-10-01 10:25:37,634 - mmaction - INFO - Epoch [18][800/2825] lr: 7.500e-03, eta: 2 days, 19:42:21, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.4883, top5_acc: 0.7307, loss_cls: 2.2873, loss: 2.2873, grad_norm: 5.3017 2020-10-01 10:25:58,321 - mmaction - INFO - Epoch [18][820/2825] lr: 7.500e-03, eta: 2 days, 19:41:59, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.2608, loss: 2.2608, grad_norm: 5.1982 2020-10-01 10:26:18,409 - mmaction - INFO - Epoch [18][840/2825] lr: 7.500e-03, eta: 2 days, 19:41:35, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.4896, top5_acc: 0.7370, loss_cls: 2.2460, loss: 2.2460, grad_norm: 5.2865 2020-10-01 10:26:39,496 - mmaction - INFO - Epoch [18][860/2825] lr: 7.500e-03, eta: 2 days, 19:41:15, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7234, loss_cls: 2.3263, loss: 2.3263, grad_norm: 5.3033 2020-10-01 10:27:00,196 - mmaction - INFO - Epoch [18][880/2825] lr: 7.500e-03, eta: 2 days, 19:40:53, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.1554 2020-10-01 10:27:21,005 - mmaction - INFO - Epoch [18][900/2825] lr: 7.500e-03, eta: 2 days, 19:40:32, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.2704, loss: 2.2704, grad_norm: 5.2834 2020-10-01 10:27:41,966 - mmaction - INFO - Epoch [18][920/2825] lr: 7.500e-03, eta: 2 days, 19:40:12, time: 1.050, data_time: 0.004, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7320, loss_cls: 2.2654, loss: 2.2654, grad_norm: 5.2900 2020-10-01 10:28:02,788 - mmaction - INFO - Epoch [18][940/2825] lr: 7.500e-03, eta: 2 days, 19:39:51, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7297, loss_cls: 2.2661, loss: 2.2661, grad_norm: 5.3606 2020-10-01 10:28:23,940 - mmaction - INFO - Epoch [18][960/2825] lr: 7.500e-03, eta: 2 days, 19:39:31, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.4997, top5_acc: 0.7383, loss_cls: 2.2400, loss: 2.2400, grad_norm: 5.2219 2020-10-01 10:28:43,015 - mmaction - INFO - Epoch [18][980/2825] lr: 7.500e-03, eta: 2 days, 19:39:02, time: 0.954, data_time: 0.002, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.3079, loss: 2.3079, grad_norm: 5.3098 2020-10-01 10:29:04,485 - mmaction - INFO - Epoch [18][1000/2825] lr: 7.500e-03, eta: 2 days, 19:38:44, time: 1.074, data_time: 0.020, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.2149, loss: 2.2149, grad_norm: 5.2006 2020-10-01 10:29:26,590 - mmaction - INFO - Epoch [18][1020/2825] lr: 7.500e-03, eta: 2 days, 19:38:29, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7284, loss_cls: 2.2794, loss: 2.2794, grad_norm: 5.2626 2020-10-01 10:29:46,101 - mmaction - INFO - Epoch [18][1040/2825] lr: 7.500e-03, eta: 2 days, 19:38:02, time: 0.974, data_time: 0.001, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7396, loss_cls: 2.2168, loss: 2.2168, grad_norm: 5.2737 2020-10-01 10:30:07,589 - mmaction - INFO - Epoch [18][1060/2825] lr: 7.500e-03, eta: 2 days, 19:37:44, time: 1.075, data_time: 0.003, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7417, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.2587 2020-10-01 10:30:29,953 - mmaction - INFO - Epoch [18][1080/2825] lr: 7.500e-03, eta: 2 days, 19:37:30, time: 1.119, data_time: 0.003, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7315, loss_cls: 2.2723, loss: 2.2723, grad_norm: 5.3592 2020-10-01 10:30:50,602 - mmaction - INFO - Epoch [18][1100/2825] lr: 7.500e-03, eta: 2 days, 19:37:08, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7315, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.2983 2020-10-01 10:31:10,538 - mmaction - INFO - Epoch [18][1120/2825] lr: 7.500e-03, eta: 2 days, 19:36:43, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7367, loss_cls: 2.2515, loss: 2.2515, grad_norm: 5.2128 2020-10-01 10:31:31,125 - mmaction - INFO - Epoch [18][1140/2825] lr: 7.500e-03, eta: 2 days, 19:36:21, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4784, top5_acc: 0.7299, loss_cls: 2.3100, loss: 2.3100, grad_norm: 5.3139 2020-10-01 10:31:51,972 - mmaction - INFO - Epoch [18][1160/2825] lr: 7.500e-03, eta: 2 days, 19:36:00, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7357, loss_cls: 2.2594, loss: 2.2594, grad_norm: 5.2640 2020-10-01 10:32:12,221 - mmaction - INFO - Epoch [18][1180/2825] lr: 7.500e-03, eta: 2 days, 19:35:36, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.3017, loss: 2.3017, grad_norm: 5.3060 2020-10-01 10:32:32,424 - mmaction - INFO - Epoch [18][1200/2825] lr: 7.500e-03, eta: 2 days, 19:35:12, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4880, top5_acc: 0.7323, loss_cls: 2.2741, loss: 2.2741, grad_norm: 5.2761 2020-10-01 10:32:54,324 - mmaction - INFO - Epoch [18][1220/2825] lr: 7.500e-03, eta: 2 days, 19:34:56, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7237, loss_cls: 2.2952, loss: 2.2952, grad_norm: 5.2666 2020-10-01 10:33:15,160 - mmaction - INFO - Epoch [18][1240/2825] lr: 7.500e-03, eta: 2 days, 19:34:35, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2421, loss: 2.2421, grad_norm: 5.2239 2020-10-01 10:33:34,361 - mmaction - INFO - Epoch [18][1260/2825] lr: 7.500e-03, eta: 2 days, 19:34:07, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.2432, loss: 2.2432, grad_norm: 5.2250 2020-10-01 10:33:56,822 - mmaction - INFO - Epoch [18][1280/2825] lr: 7.500e-03, eta: 2 days, 19:33:53, time: 1.123, data_time: 0.001, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7310, loss_cls: 2.3078, loss: 2.3078, grad_norm: 5.2950 2020-10-01 10:34:17,134 - mmaction - INFO - Epoch [18][1300/2825] lr: 7.500e-03, eta: 2 days, 19:33:30, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7242, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.2732 2020-10-01 10:34:36,706 - mmaction - INFO - Epoch [18][1320/2825] lr: 7.500e-03, eta: 2 days, 19:33:03, time: 0.978, data_time: 0.001, memory: 8353, top1_acc: 0.4716, top5_acc: 0.7263, loss_cls: 2.3459, loss: 2.3459, grad_norm: 5.3301 2020-10-01 10:34:57,037 - mmaction - INFO - Epoch [18][1340/2825] lr: 7.500e-03, eta: 2 days, 19:32:40, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7302, loss_cls: 2.2705, loss: 2.2705, grad_norm: 5.3125 2020-10-01 10:35:18,576 - mmaction - INFO - Epoch [18][1360/2825] lr: 7.500e-03, eta: 2 days, 19:32:22, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7367, loss_cls: 2.2334, loss: 2.2334, grad_norm: 5.2345 2020-10-01 10:35:39,135 - mmaction - INFO - Epoch [18][1380/2825] lr: 7.500e-03, eta: 2 days, 19:32:00, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7271, loss_cls: 2.2465, loss: 2.2465, grad_norm: 5.1814 2020-10-01 10:35:59,435 - mmaction - INFO - Epoch [18][1400/2825] lr: 7.500e-03, eta: 2 days, 19:31:36, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7331, loss_cls: 2.2431, loss: 2.2431, grad_norm: 5.1475 2020-10-01 10:36:18,566 - mmaction - INFO - Epoch [18][1420/2825] lr: 7.500e-03, eta: 2 days, 19:31:07, time: 0.956, data_time: 0.002, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7326, loss_cls: 2.2705, loss: 2.2705, grad_norm: 5.2450 2020-10-01 10:36:40,166 - mmaction - INFO - Epoch [18][1440/2825] lr: 7.500e-03, eta: 2 days, 19:30:50, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7237, loss_cls: 2.3039, loss: 2.3039, grad_norm: 5.2897 2020-10-01 10:37:01,350 - mmaction - INFO - Epoch [18][1460/2825] lr: 7.500e-03, eta: 2 days, 19:30:30, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7289, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.2860 2020-10-01 10:37:21,830 - mmaction - INFO - Epoch [18][1480/2825] lr: 7.500e-03, eta: 2 days, 19:30:08, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.3079, loss: 2.3079, grad_norm: 5.3150 2020-10-01 10:37:43,105 - mmaction - INFO - Epoch [18][1500/2825] lr: 7.500e-03, eta: 2 days, 19:29:49, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7391, loss_cls: 2.2727, loss: 2.2727, grad_norm: 5.1888 2020-10-01 10:38:02,955 - mmaction - INFO - Epoch [18][1520/2825] lr: 7.500e-03, eta: 2 days, 19:29:23, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.4844, top5_acc: 0.7247, loss_cls: 2.3201, loss: 2.3201, grad_norm: 5.2632 2020-10-01 10:38:23,379 - mmaction - INFO - Epoch [18][1540/2825] lr: 7.500e-03, eta: 2 days, 19:29:00, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.2691, loss: 2.2691, grad_norm: 5.2471 2020-10-01 10:38:45,190 - mmaction - INFO - Epoch [18][1560/2825] lr: 7.500e-03, eta: 2 days, 19:28:44, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7302, loss_cls: 2.2513, loss: 2.2513, grad_norm: 5.2512 2020-10-01 10:39:06,731 - mmaction - INFO - Epoch [18][1580/2825] lr: 7.500e-03, eta: 2 days, 19:28:26, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7424, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.1668 2020-10-01 10:39:27,410 - mmaction - INFO - Epoch [18][1600/2825] lr: 7.500e-03, eta: 2 days, 19:28:05, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7294, loss_cls: 2.2952, loss: 2.2952, grad_norm: 5.2536 2020-10-01 10:39:46,796 - mmaction - INFO - Epoch [18][1620/2825] lr: 7.500e-03, eta: 2 days, 19:27:37, time: 0.968, data_time: 0.001, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7323, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.2532 2020-10-01 10:40:07,654 - mmaction - INFO - Epoch [18][1640/2825] lr: 7.500e-03, eta: 2 days, 19:27:16, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7299, loss_cls: 2.3252, loss: 2.3252, grad_norm: 5.3521 2020-10-01 10:40:28,618 - mmaction - INFO - Epoch [18][1660/2825] lr: 7.500e-03, eta: 2 days, 19:26:56, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7354, loss_cls: 2.2855, loss: 2.2855, grad_norm: 5.3434 2020-10-01 10:40:50,033 - mmaction - INFO - Epoch [18][1680/2825] lr: 7.500e-03, eta: 2 days, 19:26:37, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7331, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.3014 2020-10-01 10:41:09,356 - mmaction - INFO - Epoch [18][1700/2825] lr: 7.500e-03, eta: 2 days, 19:26:09, time: 0.964, data_time: 0.001, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7315, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.2228 2020-10-01 10:41:30,466 - mmaction - INFO - Epoch [18][1720/2825] lr: 7.500e-03, eta: 2 days, 19:25:50, time: 1.057, data_time: 0.004, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.2229, loss: 2.2229, grad_norm: 5.2549 2020-10-01 10:41:50,963 - mmaction - INFO - Epoch [18][1740/2825] lr: 7.500e-03, eta: 2 days, 19:25:27, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7240, loss_cls: 2.3160, loss: 2.3160, grad_norm: 5.2481 2020-10-01 10:42:11,780 - mmaction - INFO - Epoch [18][1760/2825] lr: 7.500e-03, eta: 2 days, 19:25:06, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7258, loss_cls: 2.3048, loss: 2.3048, grad_norm: 5.4100 2020-10-01 10:42:31,477 - mmaction - INFO - Epoch [18][1780/2825] lr: 7.500e-03, eta: 2 days, 19:24:40, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7292, loss_cls: 2.2556, loss: 2.2556, grad_norm: 5.3385 2020-10-01 10:42:52,310 - mmaction - INFO - Epoch [18][1800/2825] lr: 7.500e-03, eta: 2 days, 19:24:19, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7339, loss_cls: 2.2352, loss: 2.2352, grad_norm: 5.2009 2020-10-01 10:43:13,307 - mmaction - INFO - Epoch [18][1820/2825] lr: 7.500e-03, eta: 2 days, 19:23:58, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7380, loss_cls: 2.2108, loss: 2.2108, grad_norm: 5.2372 2020-10-01 10:43:34,439 - mmaction - INFO - Epoch [18][1840/2825] lr: 7.500e-03, eta: 2 days, 19:23:39, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.4828, top5_acc: 0.7260, loss_cls: 2.3201, loss: 2.3201, grad_norm: 5.3606 2020-10-01 10:43:54,561 - mmaction - INFO - Epoch [18][1860/2825] lr: 7.500e-03, eta: 2 days, 19:23:15, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7349, loss_cls: 2.2521, loss: 2.2521, grad_norm: 5.1535 2020-10-01 10:44:16,183 - mmaction - INFO - Epoch [18][1880/2825] lr: 7.500e-03, eta: 2 days, 19:22:57, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7258, loss_cls: 2.2871, loss: 2.2871, grad_norm: 5.2006 2020-10-01 10:44:37,106 - mmaction - INFO - Epoch [18][1900/2825] lr: 7.500e-03, eta: 2 days, 19:22:37, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7393, loss_cls: 2.2538, loss: 2.2538, grad_norm: 5.2808 2020-10-01 10:44:57,055 - mmaction - INFO - Epoch [18][1920/2825] lr: 7.500e-03, eta: 2 days, 19:22:12, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7380, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.2601 2020-10-01 10:45:18,108 - mmaction - INFO - Epoch [18][1940/2825] lr: 7.500e-03, eta: 2 days, 19:21:52, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7357, loss_cls: 2.2480, loss: 2.2480, grad_norm: 5.2592 2020-10-01 10:45:38,495 - mmaction - INFO - Epoch [18][1960/2825] lr: 7.500e-03, eta: 2 days, 19:21:29, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7302, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.2522 2020-10-01 10:45:58,777 - mmaction - INFO - Epoch [18][1980/2825] lr: 7.500e-03, eta: 2 days, 19:21:05, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7393, loss_cls: 2.2153, loss: 2.2153, grad_norm: 5.2152 2020-10-01 10:46:19,096 - mmaction - INFO - Epoch [18][2000/2825] lr: 7.500e-03, eta: 2 days, 19:20:42, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7247, loss_cls: 2.2977, loss: 2.2977, grad_norm: 5.2659 2020-10-01 10:46:40,173 - mmaction - INFO - Epoch [18][2020/2825] lr: 7.500e-03, eta: 2 days, 19:20:22, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7271, loss_cls: 2.3174, loss: 2.3174, grad_norm: 5.3576 2020-10-01 10:47:00,956 - mmaction - INFO - Epoch [18][2040/2825] lr: 7.500e-03, eta: 2 days, 19:20:01, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7339, loss_cls: 2.2778, loss: 2.2778, grad_norm: 5.3083 2020-10-01 10:47:22,267 - mmaction - INFO - Epoch [18][2060/2825] lr: 7.500e-03, eta: 2 days, 19:19:42, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4943, top5_acc: 0.7326, loss_cls: 2.2508, loss: 2.2508, grad_norm: 5.1637 2020-10-01 10:47:42,348 - mmaction - INFO - Epoch [18][2080/2825] lr: 7.500e-03, eta: 2 days, 19:19:18, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7422, loss_cls: 2.2297, loss: 2.2297, grad_norm: 5.2419 2020-10-01 10:48:04,452 - mmaction - INFO - Epoch [18][2100/2825] lr: 7.500e-03, eta: 2 days, 19:19:02, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7258, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.2233 2020-10-01 10:48:24,007 - mmaction - INFO - Epoch [18][2120/2825] lr: 7.500e-03, eta: 2 days, 19:18:36, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7536, loss_cls: 2.2029, loss: 2.2029, grad_norm: 5.2863 2020-10-01 10:48:45,035 - mmaction - INFO - Epoch [18][2140/2825] lr: 7.500e-03, eta: 2 days, 19:18:16, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7346, loss_cls: 2.2556, loss: 2.2556, grad_norm: 5.3376 2020-10-01 10:49:05,743 - mmaction - INFO - Epoch [18][2160/2825] lr: 7.500e-03, eta: 2 days, 19:17:54, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7362, loss_cls: 2.2296, loss: 2.2296, grad_norm: 5.2650 2020-10-01 10:49:25,766 - mmaction - INFO - Epoch [18][2180/2825] lr: 7.500e-03, eta: 2 days, 19:17:29, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.2837, loss: 2.2837, grad_norm: 5.1682 2020-10-01 10:49:46,493 - mmaction - INFO - Epoch [18][2200/2825] lr: 7.500e-03, eta: 2 days, 19:17:08, time: 1.036, data_time: 0.050, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7419, loss_cls: 2.2245, loss: 2.2245, grad_norm: 5.2998 2020-10-01 10:50:06,381 - mmaction - INFO - Epoch [18][2220/2825] lr: 7.500e-03, eta: 2 days, 19:16:42, time: 0.995, data_time: 0.095, memory: 8353, top1_acc: 0.4880, top5_acc: 0.7323, loss_cls: 2.3060, loss: 2.3060, grad_norm: 5.2987 2020-10-01 10:50:27,478 - mmaction - INFO - Epoch [18][2240/2825] lr: 7.500e-03, eta: 2 days, 19:16:23, time: 1.056, data_time: 0.079, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7411, loss_cls: 2.2412, loss: 2.2412, grad_norm: 5.2454 2020-10-01 10:50:48,194 - mmaction - INFO - Epoch [18][2260/2825] lr: 7.500e-03, eta: 2 days, 19:16:01, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.1891, loss: 2.1891, grad_norm: 5.0704 2020-10-01 10:51:09,063 - mmaction - INFO - Epoch [18][2280/2825] lr: 7.500e-03, eta: 2 days, 19:15:40, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4826, top5_acc: 0.7320, loss_cls: 2.3050, loss: 2.3050, grad_norm: 5.3111 2020-10-01 10:51:29,391 - mmaction - INFO - Epoch [18][2300/2825] lr: 7.500e-03, eta: 2 days, 19:15:17, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7341, loss_cls: 2.2578, loss: 2.2578, grad_norm: 5.2259 2020-10-01 10:51:50,689 - mmaction - INFO - Epoch [18][2320/2825] lr: 7.500e-03, eta: 2 days, 19:14:58, time: 1.065, data_time: 0.048, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1879, loss: 2.1879, grad_norm: 5.2460 2020-10-01 10:52:10,613 - mmaction - INFO - Epoch [18][2340/2825] lr: 7.500e-03, eta: 2 days, 19:14:33, time: 0.997, data_time: 0.100, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7302, loss_cls: 2.2472, loss: 2.2472, grad_norm: 5.2673 2020-10-01 10:52:32,062 - mmaction - INFO - Epoch [18][2360/2825] lr: 7.500e-03, eta: 2 days, 19:14:15, time: 1.071, data_time: 0.010, memory: 8353, top1_acc: 0.4799, top5_acc: 0.7206, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.3769 2020-10-01 10:52:52,645 - mmaction - INFO - Epoch [18][2380/2825] lr: 7.500e-03, eta: 2 days, 19:13:53, time: 1.030, data_time: 0.026, memory: 8353, top1_acc: 0.4896, top5_acc: 0.7299, loss_cls: 2.2830, loss: 2.2830, grad_norm: 5.3123 2020-10-01 10:53:13,263 - mmaction - INFO - Epoch [18][2400/2825] lr: 7.500e-03, eta: 2 days, 19:13:31, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.4997, top5_acc: 0.7318, loss_cls: 2.2326, loss: 2.2326, grad_norm: 5.2477 2020-10-01 10:53:33,681 - mmaction - INFO - Epoch [18][2420/2825] lr: 7.500e-03, eta: 2 days, 19:13:08, time: 1.021, data_time: 0.082, memory: 8353, top1_acc: 0.4904, top5_acc: 0.7318, loss_cls: 2.2891, loss: 2.2891, grad_norm: 5.3854 2020-10-01 10:53:53,367 - mmaction - INFO - Epoch [18][2440/2825] lr: 7.500e-03, eta: 2 days, 19:12:42, time: 0.984, data_time: 0.043, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7396, loss_cls: 2.2225, loss: 2.2225, grad_norm: 5.1700 2020-10-01 10:54:14,569 - mmaction - INFO - Epoch [18][2460/2825] lr: 7.500e-03, eta: 2 days, 19:12:22, time: 1.059, data_time: 0.093, memory: 8353, top1_acc: 0.4823, top5_acc: 0.7260, loss_cls: 2.2738, loss: 2.2738, grad_norm: 5.2990 2020-10-01 10:54:36,230 - mmaction - INFO - Epoch [18][2480/2825] lr: 7.500e-03, eta: 2 days, 19:12:05, time: 1.084, data_time: 0.099, memory: 8353, top1_acc: 0.4789, top5_acc: 0.7128, loss_cls: 2.3374, loss: 2.3374, grad_norm: 5.2850 2020-10-01 10:54:55,598 - mmaction - INFO - Epoch [18][2500/2825] lr: 7.500e-03, eta: 2 days, 19:11:38, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7260, loss_cls: 2.2637, loss: 2.2637, grad_norm: 5.2215 2020-10-01 10:55:15,691 - mmaction - INFO - Epoch [18][2520/2825] lr: 7.500e-03, eta: 2 days, 19:11:13, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7258, loss_cls: 2.3010, loss: 2.3010, grad_norm: 5.2774 2020-10-01 10:55:37,392 - mmaction - INFO - Epoch [18][2540/2825] lr: 7.500e-03, eta: 2 days, 19:10:56, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7315, loss_cls: 2.2652, loss: 2.2652, grad_norm: 5.2913 2020-10-01 10:55:59,623 - mmaction - INFO - Epoch [18][2560/2825] lr: 7.500e-03, eta: 2 days, 19:10:42, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.4833, top5_acc: 0.7174, loss_cls: 2.3246, loss: 2.3246, grad_norm: 5.3069 2020-10-01 10:56:18,063 - mmaction - INFO - Epoch [18][2580/2825] lr: 7.500e-03, eta: 2 days, 19:10:10, time: 0.923, data_time: 0.002, memory: 8353, top1_acc: 0.4883, top5_acc: 0.7294, loss_cls: 2.2856, loss: 2.2856, grad_norm: 5.3139 2020-10-01 10:56:39,743 - mmaction - INFO - Epoch [18][2600/2825] lr: 7.500e-03, eta: 2 days, 19:09:53, time: 1.083, data_time: 0.136, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2878, loss: 2.2878, grad_norm: 5.2091 2020-10-01 10:56:59,620 - mmaction - INFO - Epoch [18][2620/2825] lr: 7.500e-03, eta: 2 days, 19:09:27, time: 0.994, data_time: 0.146, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7318, loss_cls: 2.2530, loss: 2.2530, grad_norm: 5.2508 2020-10-01 10:57:21,445 - mmaction - INFO - Epoch [18][2640/2825] lr: 7.500e-03, eta: 2 days, 19:09:11, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7456, loss_cls: 2.2011, loss: 2.2011, grad_norm: 5.2994 2020-10-01 10:57:42,498 - mmaction - INFO - Epoch [18][2660/2825] lr: 7.500e-03, eta: 2 days, 19:08:51, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7294, loss_cls: 2.2958, loss: 2.2958, grad_norm: 5.3808 2020-10-01 10:58:02,489 - mmaction - INFO - Epoch [18][2680/2825] lr: 7.500e-03, eta: 2 days, 19:08:26, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7323, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.2531 2020-10-01 10:58:22,872 - mmaction - INFO - Epoch [18][2700/2825] lr: 7.500e-03, eta: 2 days, 19:08:03, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.0942 2020-10-01 10:58:44,248 - mmaction - INFO - Epoch [18][2720/2825] lr: 7.500e-03, eta: 2 days, 19:07:45, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7456, loss_cls: 2.1926, loss: 2.1926, grad_norm: 5.2451 2020-10-01 10:59:04,630 - mmaction - INFO - Epoch [18][2740/2825] lr: 7.500e-03, eta: 2 days, 19:07:22, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7359, loss_cls: 2.2326, loss: 2.2326, grad_norm: 5.2726 2020-10-01 10:59:25,165 - mmaction - INFO - Epoch [18][2760/2825] lr: 7.500e-03, eta: 2 days, 19:06:59, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7286, loss_cls: 2.2695, loss: 2.2695, grad_norm: 5.2859 2020-10-01 10:59:45,246 - mmaction - INFO - Epoch [18][2780/2825] lr: 7.500e-03, eta: 2 days, 19:06:35, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7427, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.2012 2020-10-01 11:00:06,384 - mmaction - INFO - Epoch [18][2800/2825] lr: 7.500e-03, eta: 2 days, 19:06:15, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7312, loss_cls: 2.2908, loss: 2.2908, grad_norm: 5.3034 2020-10-01 11:00:29,003 - mmaction - INFO - Epoch [18][2820/2825] lr: 7.500e-03, eta: 2 days, 19:06:03, time: 1.131, data_time: 0.004, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7357, loss_cls: 2.2204, loss: 2.2204, grad_norm: 5.2434 2020-10-01 11:00:34,991 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-10-01 11:01:22,751 - mmaction - INFO - Epoch [19][20/2825] lr: 7.500e-03, eta: 2 days, 19:06:55, time: 2.168, data_time: 1.037, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7484, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.2074 2020-10-01 11:01:43,489 - mmaction - INFO - Epoch [19][40/2825] lr: 7.500e-03, eta: 2 days, 19:06:34, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7414, loss_cls: 2.2165, loss: 2.2165, grad_norm: 5.0807 2020-10-01 11:02:04,023 - mmaction - INFO - Epoch [19][60/2825] lr: 7.500e-03, eta: 2 days, 19:06:11, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7404, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.2607 2020-10-01 11:02:24,384 - mmaction - INFO - Epoch [19][80/2825] lr: 7.500e-03, eta: 2 days, 19:05:48, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7365, loss_cls: 2.2001, loss: 2.2001, grad_norm: 5.1530 2020-10-01 11:02:45,967 - mmaction - INFO - Epoch [19][100/2825] lr: 7.500e-03, eta: 2 days, 19:05:31, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.2182, loss: 2.2182, grad_norm: 5.2963 2020-10-01 11:03:05,451 - mmaction - INFO - Epoch [19][120/2825] lr: 7.500e-03, eta: 2 days, 19:05:04, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.2213, loss: 2.2213, grad_norm: 5.2843 2020-10-01 11:03:26,400 - mmaction - INFO - Epoch [19][140/2825] lr: 7.500e-03, eta: 2 days, 19:04:43, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7432, loss_cls: 2.1888, loss: 2.1888, grad_norm: 5.2102 2020-10-01 11:03:47,269 - mmaction - INFO - Epoch [19][160/2825] lr: 7.500e-03, eta: 2 days, 19:04:22, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7458, loss_cls: 2.1867, loss: 2.1867, grad_norm: 5.1767 2020-10-01 11:04:07,481 - mmaction - INFO - Epoch [19][180/2825] lr: 7.500e-03, eta: 2 days, 19:03:59, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7299, loss_cls: 2.2344, loss: 2.2344, grad_norm: 5.2190 2020-10-01 11:04:27,748 - mmaction - INFO - Epoch [19][200/2825] lr: 7.500e-03, eta: 2 days, 19:03:35, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7318, loss_cls: 2.2743, loss: 2.2743, grad_norm: 5.3489 2020-10-01 11:04:48,777 - mmaction - INFO - Epoch [19][220/2825] lr: 7.500e-03, eta: 2 days, 19:03:15, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7453, loss_cls: 2.2238, loss: 2.2238, grad_norm: 5.2753 2020-10-01 11:05:09,217 - mmaction - INFO - Epoch [19][240/2825] lr: 7.500e-03, eta: 2 days, 19:02:52, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.2543, loss: 2.2543, grad_norm: 5.2543 2020-10-01 11:05:30,363 - mmaction - INFO - Epoch [19][260/2825] lr: 7.500e-03, eta: 2 days, 19:02:33, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7362, loss_cls: 2.2521, loss: 2.2521, grad_norm: 5.2553 2020-10-01 11:05:50,625 - mmaction - INFO - Epoch [19][280/2825] lr: 7.500e-03, eta: 2 days, 19:02:09, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7385, loss_cls: 2.1898, loss: 2.1898, grad_norm: 5.1793 2020-10-01 11:06:11,871 - mmaction - INFO - Epoch [19][300/2825] lr: 7.500e-03, eta: 2 days, 19:01:50, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7508, loss_cls: 2.1831, loss: 2.1831, grad_norm: 5.1209 2020-10-01 11:06:32,519 - mmaction - INFO - Epoch [19][320/2825] lr: 7.500e-03, eta: 2 days, 19:01:28, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7312, loss_cls: 2.2644, loss: 2.2644, grad_norm: 5.2156 2020-10-01 11:06:52,912 - mmaction - INFO - Epoch [19][340/2825] lr: 7.500e-03, eta: 2 days, 19:01:05, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7352, loss_cls: 2.2648, loss: 2.2648, grad_norm: 5.2234 2020-10-01 11:07:14,109 - mmaction - INFO - Epoch [19][360/2825] lr: 7.500e-03, eta: 2 days, 19:00:46, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7469, loss_cls: 2.1677, loss: 2.1677, grad_norm: 5.2334 2020-10-01 11:07:35,186 - mmaction - INFO - Epoch [19][380/2825] lr: 7.500e-03, eta: 2 days, 19:00:26, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4883, top5_acc: 0.7349, loss_cls: 2.2713, loss: 2.2713, grad_norm: 5.2307 2020-10-01 11:07:54,551 - mmaction - INFO - Epoch [19][400/2825] lr: 7.500e-03, eta: 2 days, 18:59:58, time: 0.968, data_time: 0.001, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7253, loss_cls: 2.2490, loss: 2.2490, grad_norm: 5.2784 2020-10-01 11:08:14,821 - mmaction - INFO - Epoch [19][420/2825] lr: 7.500e-03, eta: 2 days, 18:59:35, time: 1.013, data_time: 0.023, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7344, loss_cls: 2.2659, loss: 2.2659, grad_norm: 5.3298 2020-10-01 11:08:36,173 - mmaction - INFO - Epoch [19][440/2825] lr: 7.500e-03, eta: 2 days, 18:59:16, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7297, loss_cls: 2.2621, loss: 2.2621, grad_norm: 5.2086 2020-10-01 11:08:58,021 - mmaction - INFO - Epoch [19][460/2825] lr: 7.500e-03, eta: 2 days, 18:59:00, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7458, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.1554 2020-10-01 11:09:17,653 - mmaction - INFO - Epoch [19][480/2825] lr: 7.500e-03, eta: 2 days, 18:58:33, time: 0.981, data_time: 0.017, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.2568, loss: 2.2568, grad_norm: 5.2299 2020-10-01 11:09:38,175 - mmaction - INFO - Epoch [19][500/2825] lr: 7.500e-03, eta: 2 days, 18:58:11, time: 1.027, data_time: 0.163, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7427, loss_cls: 2.2200, loss: 2.2200, grad_norm: 5.1608 2020-10-01 11:09:58,727 - mmaction - INFO - Epoch [19][520/2825] lr: 7.500e-03, eta: 2 days, 18:57:49, time: 1.027, data_time: 0.282, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7427, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.1281 2020-10-01 11:10:19,599 - mmaction - INFO - Epoch [19][540/2825] lr: 7.500e-03, eta: 2 days, 18:57:28, time: 1.043, data_time: 0.179, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7276, loss_cls: 2.2975, loss: 2.2975, grad_norm: 5.3022 2020-10-01 11:10:41,289 - mmaction - INFO - Epoch [19][560/2825] lr: 7.500e-03, eta: 2 days, 18:57:11, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7388, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.3061 2020-10-01 11:11:01,079 - mmaction - INFO - Epoch [19][580/2825] lr: 7.500e-03, eta: 2 days, 18:56:45, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7422, loss_cls: 2.2625, loss: 2.2625, grad_norm: 5.3169 2020-10-01 11:11:21,585 - mmaction - INFO - Epoch [19][600/2825] lr: 7.500e-03, eta: 2 days, 18:56:23, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7409, loss_cls: 2.2908, loss: 2.2908, grad_norm: 5.2796 2020-10-01 11:11:43,330 - mmaction - INFO - Epoch [19][620/2825] lr: 7.500e-03, eta: 2 days, 18:56:06, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7315, loss_cls: 2.2248, loss: 2.2248, grad_norm: 5.1972 2020-10-01 11:12:03,169 - mmaction - INFO - Epoch [19][640/2825] lr: 7.500e-03, eta: 2 days, 18:55:40, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.4958, top5_acc: 0.7365, loss_cls: 2.2668, loss: 2.2668, grad_norm: 5.3592 2020-10-01 11:12:24,054 - mmaction - INFO - Epoch [19][660/2825] lr: 7.500e-03, eta: 2 days, 18:55:19, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7464, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.2797 2020-10-01 11:12:45,059 - mmaction - INFO - Epoch [19][680/2825] lr: 7.500e-03, eta: 2 days, 18:54:59, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7393, loss_cls: 2.2279, loss: 2.2279, grad_norm: 5.2263 2020-10-01 11:13:04,940 - mmaction - INFO - Epoch [19][700/2825] lr: 7.500e-03, eta: 2 days, 18:54:34, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7299, loss_cls: 2.2268, loss: 2.2268, grad_norm: 5.2024 2020-10-01 11:13:26,354 - mmaction - INFO - Epoch [19][720/2825] lr: 7.500e-03, eta: 2 days, 18:54:16, time: 1.072, data_time: 0.004, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7385, loss_cls: 2.2621, loss: 2.2621, grad_norm: 5.3110 2020-10-01 11:13:48,677 - mmaction - INFO - Epoch [19][740/2825] lr: 7.500e-03, eta: 2 days, 18:54:01, time: 1.117, data_time: 0.002, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7297, loss_cls: 2.2718, loss: 2.2718, grad_norm: 5.3344 2020-10-01 11:14:09,154 - mmaction - INFO - Epoch [19][760/2825] lr: 7.500e-03, eta: 2 days, 18:53:39, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7320, loss_cls: 2.2256, loss: 2.2256, grad_norm: 5.3331 2020-10-01 11:14:28,507 - mmaction - INFO - Epoch [19][780/2825] lr: 7.500e-03, eta: 2 days, 18:53:11, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2549, loss: 2.2549, grad_norm: 5.2760 2020-10-01 11:14:49,328 - mmaction - INFO - Epoch [19][800/2825] lr: 7.500e-03, eta: 2 days, 18:52:50, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4943, top5_acc: 0.7263, loss_cls: 2.2604, loss: 2.2604, grad_norm: 5.1804 2020-10-01 11:15:10,066 - mmaction - INFO - Epoch [19][820/2825] lr: 7.500e-03, eta: 2 days, 18:52:29, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7268, loss_cls: 2.2828, loss: 2.2828, grad_norm: 5.2977 2020-10-01 11:15:30,548 - mmaction - INFO - Epoch [19][840/2825] lr: 7.500e-03, eta: 2 days, 18:52:06, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7508, loss_cls: 2.1795, loss: 2.1795, grad_norm: 5.2127 2020-10-01 11:15:51,439 - mmaction - INFO - Epoch [19][860/2825] lr: 7.500e-03, eta: 2 days, 18:51:45, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7396, loss_cls: 2.2332, loss: 2.2332, grad_norm: 5.1779 2020-10-01 11:16:11,667 - mmaction - INFO - Epoch [19][880/2825] lr: 7.500e-03, eta: 2 days, 18:51:22, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7349, loss_cls: 2.2923, loss: 2.2923, grad_norm: 5.3605 2020-10-01 11:16:33,304 - mmaction - INFO - Epoch [19][900/2825] lr: 7.500e-03, eta: 2 days, 18:51:04, time: 1.083, data_time: 0.003, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7424, loss_cls: 2.2156, loss: 2.2156, grad_norm: 5.2550 2020-10-01 11:16:53,232 - mmaction - INFO - Epoch [19][920/2825] lr: 7.500e-03, eta: 2 days, 18:50:39, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2516, loss: 2.2516, grad_norm: 5.2250 2020-10-01 11:17:14,273 - mmaction - INFO - Epoch [19][940/2825] lr: 7.500e-03, eta: 2 days, 18:50:19, time: 1.053, data_time: 0.042, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7495, loss_cls: 2.1884, loss: 2.1884, grad_norm: 5.1964 2020-10-01 11:17:36,010 - mmaction - INFO - Epoch [19][960/2825] lr: 7.500e-03, eta: 2 days, 18:50:02, time: 1.087, data_time: 0.373, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7372, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.2012 2020-10-01 11:17:54,690 - mmaction - INFO - Epoch [19][980/2825] lr: 7.500e-03, eta: 2 days, 18:49:32, time: 0.934, data_time: 0.309, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7294, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.0884 2020-10-01 11:18:15,820 - mmaction - INFO - Epoch [19][1000/2825] lr: 7.500e-03, eta: 2 days, 18:49:12, time: 1.057, data_time: 0.202, memory: 8353, top1_acc: 0.4914, top5_acc: 0.7401, loss_cls: 2.2385, loss: 2.2385, grad_norm: 5.2678 2020-10-01 11:18:37,465 - mmaction - INFO - Epoch [19][1020/2825] lr: 7.500e-03, eta: 2 days, 18:48:55, time: 1.082, data_time: 0.216, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7404, loss_cls: 2.2555, loss: 2.2555, grad_norm: 5.2867 2020-10-01 11:18:58,615 - mmaction - INFO - Epoch [19][1040/2825] lr: 7.500e-03, eta: 2 days, 18:48:35, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7391, loss_cls: 2.2318, loss: 2.2318, grad_norm: 5.2500 2020-10-01 11:19:18,241 - mmaction - INFO - Epoch [19][1060/2825] lr: 7.500e-03, eta: 2 days, 18:48:09, time: 0.981, data_time: 0.119, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7526, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.2574 2020-10-01 11:19:39,023 - mmaction - INFO - Epoch [19][1080/2825] lr: 7.500e-03, eta: 2 days, 18:47:48, time: 1.039, data_time: 0.144, memory: 8353, top1_acc: 0.4807, top5_acc: 0.7206, loss_cls: 2.3284, loss: 2.3284, grad_norm: 5.3685 2020-10-01 11:19:59,658 - mmaction - INFO - Epoch [19][1100/2825] lr: 7.500e-03, eta: 2 days, 18:47:26, time: 1.032, data_time: 0.077, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7414, loss_cls: 2.2595, loss: 2.2595, grad_norm: 5.3745 2020-10-01 11:20:19,905 - mmaction - INFO - Epoch [19][1120/2825] lr: 7.500e-03, eta: 2 days, 18:47:02, time: 1.011, data_time: 0.005, memory: 8353, top1_acc: 0.5063, top5_acc: 0.7409, loss_cls: 2.2303, loss: 2.2303, grad_norm: 5.2301 2020-10-01 11:20:40,956 - mmaction - INFO - Epoch [19][1140/2825] lr: 7.500e-03, eta: 2 days, 18:46:42, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7385, loss_cls: 2.2430, loss: 2.2430, grad_norm: 5.3085 2020-10-01 11:21:01,618 - mmaction - INFO - Epoch [19][1160/2825] lr: 7.500e-03, eta: 2 days, 18:46:20, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7375, loss_cls: 2.2354, loss: 2.2354, grad_norm: 5.2725 2020-10-01 11:21:22,092 - mmaction - INFO - Epoch [19][1180/2825] lr: 7.500e-03, eta: 2 days, 18:45:58, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7336, loss_cls: 2.2637, loss: 2.2637, grad_norm: 5.2325 2020-10-01 11:21:42,491 - mmaction - INFO - Epoch [19][1200/2825] lr: 7.500e-03, eta: 2 days, 18:45:35, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7401, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.2712 2020-10-01 11:22:04,726 - mmaction - INFO - Epoch [19][1220/2825] lr: 7.500e-03, eta: 2 days, 18:45:20, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7260, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.2170 2020-10-01 11:22:24,948 - mmaction - INFO - Epoch [19][1240/2825] lr: 7.500e-03, eta: 2 days, 18:44:57, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7380, loss_cls: 2.2161, loss: 2.2161, grad_norm: 5.2519 2020-10-01 11:22:44,642 - mmaction - INFO - Epoch [19][1260/2825] lr: 7.500e-03, eta: 2 days, 18:44:31, time: 0.985, data_time: 0.003, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7305, loss_cls: 2.2788, loss: 2.2788, grad_norm: 5.3017 2020-10-01 11:23:05,264 - mmaction - INFO - Epoch [19][1280/2825] lr: 7.500e-03, eta: 2 days, 18:44:09, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4943, top5_acc: 0.7411, loss_cls: 2.2423, loss: 2.2423, grad_norm: 5.2504 2020-10-01 11:23:26,491 - mmaction - INFO - Epoch [19][1300/2825] lr: 7.500e-03, eta: 2 days, 18:43:49, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7302, loss_cls: 2.2492, loss: 2.2492, grad_norm: 5.2598 2020-10-01 11:23:47,464 - mmaction - INFO - Epoch [19][1320/2825] lr: 7.500e-03, eta: 2 days, 18:43:29, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2796, loss: 2.2796, grad_norm: 5.3390 2020-10-01 11:24:08,445 - mmaction - INFO - Epoch [19][1340/2825] lr: 7.500e-03, eta: 2 days, 18:43:09, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7362, loss_cls: 2.2314, loss: 2.2314, grad_norm: 5.2654 2020-10-01 11:24:30,827 - mmaction - INFO - Epoch [19][1360/2825] lr: 7.500e-03, eta: 2 days, 18:42:55, time: 1.119, data_time: 0.002, memory: 8353, top1_acc: 0.4745, top5_acc: 0.7167, loss_cls: 2.3494, loss: 2.3494, grad_norm: 5.3013 2020-10-01 11:24:50,597 - mmaction - INFO - Epoch [19][1380/2825] lr: 7.500e-03, eta: 2 days, 18:42:29, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7430, loss_cls: 2.1926, loss: 2.1926, grad_norm: 5.2244 2020-10-01 11:25:12,007 - mmaction - INFO - Epoch [19][1400/2825] lr: 7.500e-03, eta: 2 days, 18:42:11, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7268, loss_cls: 2.2301, loss: 2.2301, grad_norm: 5.2450 2020-10-01 11:25:32,255 - mmaction - INFO - Epoch [19][1420/2825] lr: 7.500e-03, eta: 2 days, 18:41:47, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7250, loss_cls: 2.2760, loss: 2.2760, grad_norm: 5.3041 2020-10-01 11:25:52,764 - mmaction - INFO - Epoch [19][1440/2825] lr: 7.500e-03, eta: 2 days, 18:41:25, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.4862, top5_acc: 0.7427, loss_cls: 2.2409, loss: 2.2409, grad_norm: 5.1808 2020-10-01 11:26:13,669 - mmaction - INFO - Epoch [19][1460/2825] lr: 7.500e-03, eta: 2 days, 18:41:04, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7409, loss_cls: 2.2268, loss: 2.2268, grad_norm: 5.2181 2020-10-01 11:26:34,378 - mmaction - INFO - Epoch [19][1480/2825] lr: 7.500e-03, eta: 2 days, 18:40:42, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7505, loss_cls: 2.1657, loss: 2.1657, grad_norm: 5.2052 2020-10-01 11:26:54,108 - mmaction - INFO - Epoch [19][1500/2825] lr: 7.500e-03, eta: 2 days, 18:40:17, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7276, loss_cls: 2.2743, loss: 2.2743, grad_norm: 5.3215 2020-10-01 11:27:15,284 - mmaction - INFO - Epoch [19][1520/2825] lr: 7.500e-03, eta: 2 days, 18:39:57, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7370, loss_cls: 2.2169, loss: 2.2169, grad_norm: 5.1917 2020-10-01 11:27:35,116 - mmaction - INFO - Epoch [19][1540/2825] lr: 7.500e-03, eta: 2 days, 18:39:32, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7443, loss_cls: 2.2203, loss: 2.2203, grad_norm: 5.2493 2020-10-01 11:27:56,264 - mmaction - INFO - Epoch [19][1560/2825] lr: 7.500e-03, eta: 2 days, 18:39:12, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7271, loss_cls: 2.2947, loss: 2.2947, grad_norm: 5.2916 2020-10-01 11:28:17,558 - mmaction - INFO - Epoch [19][1580/2825] lr: 7.500e-03, eta: 2 days, 18:38:53, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4841, top5_acc: 0.7167, loss_cls: 2.3247, loss: 2.3247, grad_norm: 5.3896 2020-10-01 11:28:37,904 - mmaction - INFO - Epoch [19][1600/2825] lr: 7.500e-03, eta: 2 days, 18:38:30, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4958, top5_acc: 0.7352, loss_cls: 2.2556, loss: 2.2556, grad_norm: 5.2794 2020-10-01 11:28:58,163 - mmaction - INFO - Epoch [19][1620/2825] lr: 7.500e-03, eta: 2 days, 18:38:07, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.4904, top5_acc: 0.7383, loss_cls: 2.2685, loss: 2.2685, grad_norm: 5.3192 2020-10-01 11:29:18,571 - mmaction - INFO - Epoch [19][1640/2825] lr: 7.500e-03, eta: 2 days, 18:37:44, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7380, loss_cls: 2.2375, loss: 2.2375, grad_norm: 5.2834 2020-10-01 11:29:39,080 - mmaction - INFO - Epoch [19][1660/2825] lr: 7.500e-03, eta: 2 days, 18:37:22, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7294, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.1588 2020-10-01 11:30:00,802 - mmaction - INFO - Epoch [19][1680/2825] lr: 7.500e-03, eta: 2 days, 18:37:04, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7372, loss_cls: 2.2709, loss: 2.2709, grad_norm: 5.3347 2020-10-01 11:30:22,390 - mmaction - INFO - Epoch [19][1700/2825] lr: 7.500e-03, eta: 2 days, 18:36:47, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7268, loss_cls: 2.2969, loss: 2.2969, grad_norm: 5.3001 2020-10-01 11:30:42,560 - mmaction - INFO - Epoch [19][1720/2825] lr: 7.500e-03, eta: 2 days, 18:36:23, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7477, loss_cls: 2.1969, loss: 2.1969, grad_norm: 5.2306 2020-10-01 11:31:02,899 - mmaction - INFO - Epoch [19][1740/2825] lr: 7.500e-03, eta: 2 days, 18:36:00, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7266, loss_cls: 2.3311, loss: 2.3311, grad_norm: 5.3135 2020-10-01 11:31:23,284 - mmaction - INFO - Epoch [19][1760/2825] lr: 7.500e-03, eta: 2 days, 18:35:37, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7315, loss_cls: 2.2536, loss: 2.2536, grad_norm: 5.2694 2020-10-01 11:31:45,141 - mmaction - INFO - Epoch [19][1780/2825] lr: 7.500e-03, eta: 2 days, 18:35:20, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7396, loss_cls: 2.2434, loss: 2.2434, grad_norm: 5.2782 2020-10-01 11:32:05,014 - mmaction - INFO - Epoch [19][1800/2825] lr: 7.500e-03, eta: 2 days, 18:34:55, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7286, loss_cls: 2.2697, loss: 2.2697, grad_norm: 5.2104 2020-10-01 11:32:25,951 - mmaction - INFO - Epoch [19][1820/2825] lr: 7.500e-03, eta: 2 days, 18:34:35, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7365, loss_cls: 2.2465, loss: 2.2465, grad_norm: 5.2888 2020-10-01 11:32:46,880 - mmaction - INFO - Epoch [19][1840/2825] lr: 7.500e-03, eta: 2 days, 18:34:14, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7505, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.1666 2020-10-01 11:33:06,554 - mmaction - INFO - Epoch [19][1860/2825] lr: 7.500e-03, eta: 2 days, 18:33:48, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7430, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.2338 2020-10-01 11:33:26,948 - mmaction - INFO - Epoch [19][1880/2825] lr: 7.500e-03, eta: 2 days, 18:33:25, time: 1.019, data_time: 0.049, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7359, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.2098 2020-10-01 11:33:47,225 - mmaction - INFO - Epoch [19][1900/2825] lr: 7.500e-03, eta: 2 days, 18:33:02, time: 1.014, data_time: 0.009, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7250, loss_cls: 2.2772, loss: 2.2772, grad_norm: 5.2463 2020-10-01 11:34:07,843 - mmaction - INFO - Epoch [19][1920/2825] lr: 7.500e-03, eta: 2 days, 18:32:40, time: 1.031, data_time: 0.013, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7370, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.2526 2020-10-01 11:34:28,390 - mmaction - INFO - Epoch [19][1940/2825] lr: 7.500e-03, eta: 2 days, 18:32:18, time: 1.028, data_time: 0.032, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7354, loss_cls: 2.2519, loss: 2.2519, grad_norm: 5.2411 2020-10-01 11:34:48,369 - mmaction - INFO - Epoch [19][1960/2825] lr: 7.500e-03, eta: 2 days, 18:31:53, time: 0.998, data_time: 0.183, memory: 8353, top1_acc: 0.4820, top5_acc: 0.7240, loss_cls: 2.3199, loss: 2.3199, grad_norm: 5.3915 2020-10-01 11:35:09,458 - mmaction - INFO - Epoch [19][1980/2825] lr: 7.500e-03, eta: 2 days, 18:31:33, time: 1.054, data_time: 0.204, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7479, loss_cls: 2.2187, loss: 2.2187, grad_norm: 5.2292 2020-10-01 11:35:30,482 - mmaction - INFO - Epoch [19][2000/2825] lr: 7.500e-03, eta: 2 days, 18:31:13, time: 1.051, data_time: 0.195, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7393, loss_cls: 2.2343, loss: 2.2343, grad_norm: 5.2986 2020-10-01 11:35:52,103 - mmaction - INFO - Epoch [19][2020/2825] lr: 7.500e-03, eta: 2 days, 18:30:56, time: 1.082, data_time: 0.115, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7323, loss_cls: 2.2522, loss: 2.2522, grad_norm: 5.2597 2020-10-01 11:36:12,650 - mmaction - INFO - Epoch [19][2040/2825] lr: 7.500e-03, eta: 2 days, 18:30:33, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7247, loss_cls: 2.2955, loss: 2.2955, grad_norm: 5.2718 2020-10-01 11:36:33,156 - mmaction - INFO - Epoch [19][2060/2825] lr: 7.500e-03, eta: 2 days, 18:30:11, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7365, loss_cls: 2.2457, loss: 2.2457, grad_norm: 5.3665 2020-10-01 11:36:53,092 - mmaction - INFO - Epoch [19][2080/2825] lr: 7.500e-03, eta: 2 days, 18:29:46, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7417, loss_cls: 2.2384, loss: 2.2384, grad_norm: 5.2491 2020-10-01 11:37:13,930 - mmaction - INFO - Epoch [19][2100/2825] lr: 7.500e-03, eta: 2 days, 18:29:25, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.4768, top5_acc: 0.7185, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.3940 2020-10-01 11:37:34,913 - mmaction - INFO - Epoch [19][2120/2825] lr: 7.500e-03, eta: 2 days, 18:29:05, time: 1.049, data_time: 0.014, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.2417 2020-10-01 11:37:54,482 - mmaction - INFO - Epoch [19][2140/2825] lr: 7.500e-03, eta: 2 days, 18:28:39, time: 0.979, data_time: 0.027, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7352, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.2420 2020-10-01 11:38:15,701 - mmaction - INFO - Epoch [19][2160/2825] lr: 7.500e-03, eta: 2 days, 18:28:19, time: 1.061, data_time: 0.052, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7385, loss_cls: 2.2424, loss: 2.2424, grad_norm: 5.3640 2020-10-01 11:38:37,056 - mmaction - INFO - Epoch [19][2180/2825] lr: 7.500e-03, eta: 2 days, 18:28:01, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.4883, top5_acc: 0.7253, loss_cls: 2.2874, loss: 2.2874, grad_norm: 5.3513 2020-10-01 11:38:57,199 - mmaction - INFO - Epoch [19][2200/2825] lr: 7.500e-03, eta: 2 days, 18:27:37, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7268, loss_cls: 2.3183, loss: 2.3183, grad_norm: 5.3101 2020-10-01 11:39:18,111 - mmaction - INFO - Epoch [19][2220/2825] lr: 7.500e-03, eta: 2 days, 18:27:16, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7409, loss_cls: 2.2062, loss: 2.2062, grad_norm: 5.1541 2020-10-01 11:39:38,524 - mmaction - INFO - Epoch [19][2240/2825] lr: 7.500e-03, eta: 2 days, 18:26:53, time: 1.020, data_time: 0.049, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7229, loss_cls: 2.2725, loss: 2.2725, grad_norm: 5.2803 2020-10-01 11:39:59,591 - mmaction - INFO - Epoch [19][2260/2825] lr: 7.500e-03, eta: 2 days, 18:26:33, time: 1.054, data_time: 0.052, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7318, loss_cls: 2.2620, loss: 2.2620, grad_norm: 5.2493 2020-10-01 11:40:20,587 - mmaction - INFO - Epoch [19][2280/2825] lr: 7.500e-03, eta: 2 days, 18:26:13, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7281, loss_cls: 2.2555, loss: 2.2555, grad_norm: 5.1999 2020-10-01 11:40:41,075 - mmaction - INFO - Epoch [19][2300/2825] lr: 7.500e-03, eta: 2 days, 18:25:51, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.2176, loss: 2.2176, grad_norm: 5.2804 2020-10-01 11:41:01,438 - mmaction - INFO - Epoch [19][2320/2825] lr: 7.500e-03, eta: 2 days, 18:25:28, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7422, loss_cls: 2.2300, loss: 2.2300, grad_norm: 5.2199 2020-10-01 11:41:22,456 - mmaction - INFO - Epoch [19][2340/2825] lr: 7.500e-03, eta: 2 days, 18:25:07, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7310, loss_cls: 2.2506, loss: 2.2506, grad_norm: 5.2217 2020-10-01 11:41:43,408 - mmaction - INFO - Epoch [19][2360/2825] lr: 7.500e-03, eta: 2 days, 18:24:47, time: 1.049, data_time: 0.004, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7404, loss_cls: 2.2358, loss: 2.2358, grad_norm: 5.2730 2020-10-01 11:42:04,702 - mmaction - INFO - Epoch [19][2380/2825] lr: 7.500e-03, eta: 2 days, 18:24:28, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7380, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.3157 2020-10-01 11:42:25,431 - mmaction - INFO - Epoch [19][2400/2825] lr: 7.500e-03, eta: 2 days, 18:24:07, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7260, loss_cls: 2.2818, loss: 2.2818, grad_norm: 5.3265 2020-10-01 11:42:45,546 - mmaction - INFO - Epoch [19][2420/2825] lr: 7.500e-03, eta: 2 days, 18:23:43, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7260, loss_cls: 2.2632, loss: 2.2632, grad_norm: 5.1593 2020-10-01 11:43:05,960 - mmaction - INFO - Epoch [19][2440/2825] lr: 7.500e-03, eta: 2 days, 18:23:20, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7336, loss_cls: 2.2997, loss: 2.2997, grad_norm: 5.2946 2020-10-01 11:43:26,673 - mmaction - INFO - Epoch [19][2460/2825] lr: 7.500e-03, eta: 2 days, 18:22:58, time: 1.037, data_time: 0.003, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7385, loss_cls: 2.2515, loss: 2.2515, grad_norm: 5.2804 2020-10-01 11:43:46,541 - mmaction - INFO - Epoch [19][2480/2825] lr: 7.500e-03, eta: 2 days, 18:22:33, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7365, loss_cls: 2.2453, loss: 2.2453, grad_norm: 5.2707 2020-10-01 11:44:07,516 - mmaction - INFO - Epoch [19][2500/2825] lr: 7.500e-03, eta: 2 days, 18:22:13, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7214, loss_cls: 2.3229, loss: 2.3229, grad_norm: 5.3282 2020-10-01 11:44:27,736 - mmaction - INFO - Epoch [19][2520/2825] lr: 7.500e-03, eta: 2 days, 18:21:50, time: 1.012, data_time: 0.003, memory: 8353, top1_acc: 0.4870, top5_acc: 0.7312, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.2399 2020-10-01 11:44:48,153 - mmaction - INFO - Epoch [19][2540/2825] lr: 7.500e-03, eta: 2 days, 18:21:27, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7404, loss_cls: 2.2322, loss: 2.2322, grad_norm: 5.2221 2020-10-01 11:45:09,446 - mmaction - INFO - Epoch [19][2560/2825] lr: 7.500e-03, eta: 2 days, 18:21:08, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7378, loss_cls: 2.1900, loss: 2.1900, grad_norm: 5.1150 2020-10-01 11:45:30,003 - mmaction - INFO - Epoch [19][2580/2825] lr: 7.500e-03, eta: 2 days, 18:20:46, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7359, loss_cls: 2.2583, loss: 2.2583, grad_norm: 5.2588 2020-10-01 11:45:50,440 - mmaction - INFO - Epoch [19][2600/2825] lr: 7.500e-03, eta: 2 days, 18:20:23, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7328, loss_cls: 2.2558, loss: 2.2558, grad_norm: 5.2251 2020-10-01 11:46:10,961 - mmaction - INFO - Epoch [19][2620/2825] lr: 7.500e-03, eta: 2 days, 18:20:01, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7508, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.1873 2020-10-01 11:46:32,436 - mmaction - INFO - Epoch [19][2640/2825] lr: 7.500e-03, eta: 2 days, 18:19:43, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7388, loss_cls: 2.2711, loss: 2.2711, grad_norm: 5.2614 2020-10-01 11:46:52,251 - mmaction - INFO - Epoch [19][2660/2825] lr: 7.500e-03, eta: 2 days, 18:19:17, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7326, loss_cls: 2.2088, loss: 2.2088, grad_norm: 5.1825 2020-10-01 11:47:13,448 - mmaction - INFO - Epoch [19][2680/2825] lr: 7.500e-03, eta: 2 days, 18:18:58, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.4927, top5_acc: 0.7268, loss_cls: 2.2659, loss: 2.2659, grad_norm: 5.2553 2020-10-01 11:47:33,654 - mmaction - INFO - Epoch [19][2700/2825] lr: 7.500e-03, eta: 2 days, 18:18:34, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7286, loss_cls: 2.2673, loss: 2.2673, grad_norm: 5.2711 2020-10-01 11:47:54,321 - mmaction - INFO - Epoch [19][2720/2825] lr: 7.500e-03, eta: 2 days, 18:18:13, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7370, loss_cls: 2.2516, loss: 2.2516, grad_norm: 5.2961 2020-10-01 11:48:14,877 - mmaction - INFO - Epoch [19][2740/2825] lr: 7.500e-03, eta: 2 days, 18:17:51, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.4875, top5_acc: 0.7279, loss_cls: 2.2834, loss: 2.2834, grad_norm: 5.3580 2020-10-01 11:48:34,905 - mmaction - INFO - Epoch [19][2760/2825] lr: 7.500e-03, eta: 2 days, 18:17:26, time: 1.000, data_time: 0.029, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7388, loss_cls: 2.1855, loss: 2.1855, grad_norm: 5.1819 2020-10-01 11:48:55,936 - mmaction - INFO - Epoch [19][2780/2825] lr: 7.500e-03, eta: 2 days, 18:17:06, time: 1.052, data_time: 0.193, memory: 8353, top1_acc: 0.4904, top5_acc: 0.7375, loss_cls: 2.2662, loss: 2.2662, grad_norm: 5.3704 2020-10-01 11:49:16,730 - mmaction - INFO - Epoch [19][2800/2825] lr: 7.500e-03, eta: 2 days, 18:16:45, time: 1.040, data_time: 0.074, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7346, loss_cls: 2.2462, loss: 2.2462, grad_norm: 5.3238 2020-10-01 11:49:37,722 - mmaction - INFO - Epoch [19][2820/2825] lr: 7.500e-03, eta: 2 days, 18:16:25, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7276, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.2539 2020-10-01 11:49:43,140 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-10-01 11:50:29,172 - mmaction - INFO - Epoch [20][20/2825] lr: 7.500e-03, eta: 2 days, 18:17:22, time: 2.286, data_time: 1.455, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7440, loss_cls: 2.2098, loss: 2.2098, grad_norm: 5.2069 2020-10-01 11:50:50,911 - mmaction - INFO - Epoch [20][40/2825] lr: 7.500e-03, eta: 2 days, 18:17:05, time: 1.087, data_time: 0.077, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7383, loss_cls: 2.2189, loss: 2.2189, grad_norm: 5.2067 2020-10-01 11:51:10,793 - mmaction - INFO - Epoch [20][60/2825] lr: 7.500e-03, eta: 2 days, 18:16:40, time: 0.993, data_time: 0.022, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7458, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.1511 2020-10-01 11:51:31,455 - mmaction - INFO - Epoch [20][80/2825] lr: 7.500e-03, eta: 2 days, 18:16:18, time: 1.033, data_time: 0.028, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7326, loss_cls: 2.2670, loss: 2.2670, grad_norm: 5.2906 2020-10-01 11:51:52,101 - mmaction - INFO - Epoch [20][100/2825] lr: 7.500e-03, eta: 2 days, 18:15:57, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4815, top5_acc: 0.7315, loss_cls: 2.2886, loss: 2.2886, grad_norm: 5.2861 2020-10-01 11:52:12,708 - mmaction - INFO - Epoch [20][120/2825] lr: 7.500e-03, eta: 2 days, 18:15:35, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7357, loss_cls: 2.2254, loss: 2.2254, grad_norm: 5.2486 2020-10-01 11:52:33,967 - mmaction - INFO - Epoch [20][140/2825] lr: 7.500e-03, eta: 2 days, 18:15:16, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7599, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.2121 2020-10-01 11:52:55,684 - mmaction - INFO - Epoch [20][160/2825] lr: 7.500e-03, eta: 2 days, 18:14:58, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7432, loss_cls: 2.1747, loss: 2.1747, grad_norm: 5.0963 2020-10-01 11:53:14,373 - mmaction - INFO - Epoch [20][180/2825] lr: 7.500e-03, eta: 2 days, 18:14:28, time: 0.934, data_time: 0.001, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7289, loss_cls: 2.2475, loss: 2.2475, grad_norm: 5.2391 2020-10-01 11:53:36,335 - mmaction - INFO - Epoch [20][200/2825] lr: 7.500e-03, eta: 2 days, 18:14:12, time: 1.098, data_time: 0.036, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.1295 2020-10-01 11:53:56,252 - mmaction - INFO - Epoch [20][220/2825] lr: 7.500e-03, eta: 2 days, 18:13:47, time: 0.996, data_time: 0.010, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7336, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.2646 2020-10-01 11:54:16,319 - mmaction - INFO - Epoch [20][240/2825] lr: 7.500e-03, eta: 2 days, 18:13:23, time: 1.004, data_time: 0.210, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7414, loss_cls: 2.2245, loss: 2.2245, grad_norm: 5.2305 2020-10-01 11:54:38,078 - mmaction - INFO - Epoch [20][260/2825] lr: 7.500e-03, eta: 2 days, 18:13:06, time: 1.088, data_time: 0.140, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7490, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.1469 2020-10-01 11:54:57,643 - mmaction - INFO - Epoch [20][280/2825] lr: 7.500e-03, eta: 2 days, 18:12:40, time: 0.978, data_time: 0.005, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.1379, loss: 2.1379, grad_norm: 5.1449 2020-10-01 11:55:19,352 - mmaction - INFO - Epoch [20][300/2825] lr: 7.500e-03, eta: 2 days, 18:12:22, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7341, loss_cls: 2.2181, loss: 2.2181, grad_norm: 5.3319 2020-10-01 11:55:39,768 - mmaction - INFO - Epoch [20][320/2825] lr: 7.500e-03, eta: 2 days, 18:12:00, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7305, loss_cls: 2.2727, loss: 2.2727, grad_norm: 5.2594 2020-10-01 11:56:01,462 - mmaction - INFO - Epoch [20][340/2825] lr: 7.500e-03, eta: 2 days, 18:11:42, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7456, loss_cls: 2.2169, loss: 2.2169, grad_norm: 5.2662 2020-10-01 11:56:21,235 - mmaction - INFO - Epoch [20][360/2825] lr: 7.500e-03, eta: 2 days, 18:11:17, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7474, loss_cls: 2.1737, loss: 2.1737, grad_norm: 5.1607 2020-10-01 11:56:42,859 - mmaction - INFO - Epoch [20][380/2825] lr: 7.500e-03, eta: 2 days, 18:10:59, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7396, loss_cls: 2.2190, loss: 2.2190, grad_norm: 5.2255 2020-10-01 11:57:04,159 - mmaction - INFO - Epoch [20][400/2825] lr: 7.500e-03, eta: 2 days, 18:10:40, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1698, loss: 2.1698, grad_norm: 5.2184 2020-10-01 11:57:24,315 - mmaction - INFO - Epoch [20][420/2825] lr: 7.500e-03, eta: 2 days, 18:10:16, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7299, loss_cls: 2.2602, loss: 2.2602, grad_norm: 5.4028 2020-10-01 11:57:45,534 - mmaction - INFO - Epoch [20][440/2825] lr: 7.500e-03, eta: 2 days, 18:09:57, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7479, loss_cls: 2.2065, loss: 2.2065, grad_norm: 5.2306 2020-10-01 11:58:05,653 - mmaction - INFO - Epoch [20][460/2825] lr: 7.500e-03, eta: 2 days, 18:09:33, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7401, loss_cls: 2.2179, loss: 2.2179, grad_norm: 5.1973 2020-10-01 11:58:26,626 - mmaction - INFO - Epoch [20][480/2825] lr: 7.500e-03, eta: 2 days, 18:09:13, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7372, loss_cls: 2.2072, loss: 2.2072, grad_norm: 5.2124 2020-10-01 11:58:48,972 - mmaction - INFO - Epoch [20][500/2825] lr: 7.500e-03, eta: 2 days, 18:08:58, time: 1.117, data_time: 0.001, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7378, loss_cls: 2.2413, loss: 2.2413, grad_norm: 5.2489 2020-10-01 11:59:08,017 - mmaction - INFO - Epoch [20][520/2825] lr: 7.500e-03, eta: 2 days, 18:08:30, time: 0.952, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7461, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.1606 2020-10-01 11:59:28,511 - mmaction - INFO - Epoch [20][540/2825] lr: 7.500e-03, eta: 2 days, 18:08:07, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.2273, loss: 2.2273, grad_norm: 5.3208 2020-10-01 11:59:49,285 - mmaction - INFO - Epoch [20][560/2825] lr: 7.500e-03, eta: 2 days, 18:07:46, time: 1.040, data_time: 0.261, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7273, loss_cls: 2.2272, loss: 2.2272, grad_norm: 5.1826 2020-10-01 12:00:11,067 - mmaction - INFO - Epoch [20][580/2825] lr: 7.500e-03, eta: 2 days, 18:07:29, time: 1.089, data_time: 0.099, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7401, loss_cls: 2.2238, loss: 2.2238, grad_norm: 5.1948 2020-10-01 12:00:32,478 - mmaction - INFO - Epoch [20][600/2825] lr: 7.500e-03, eta: 2 days, 18:07:10, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7477, loss_cls: 2.1605, loss: 2.1605, grad_norm: 5.1749 2020-10-01 12:00:53,249 - mmaction - INFO - Epoch [20][620/2825] lr: 7.500e-03, eta: 2 days, 18:06:49, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7495, loss_cls: 2.1586, loss: 2.1586, grad_norm: 5.3293 2020-10-01 12:01:13,908 - mmaction - INFO - Epoch [20][640/2825] lr: 7.500e-03, eta: 2 days, 18:06:28, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7365, loss_cls: 2.2566, loss: 2.2566, grad_norm: 5.2613 2020-10-01 12:01:34,239 - mmaction - INFO - Epoch [20][660/2825] lr: 7.500e-03, eta: 2 days, 18:06:04, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7396, loss_cls: 2.2308, loss: 2.2308, grad_norm: 5.2533 2020-10-01 12:01:55,493 - mmaction - INFO - Epoch [20][680/2825] lr: 7.500e-03, eta: 2 days, 18:05:45, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7406, loss_cls: 2.2043, loss: 2.2043, grad_norm: 5.3003 2020-10-01 12:02:16,289 - mmaction - INFO - Epoch [20][700/2825] lr: 7.500e-03, eta: 2 days, 18:05:24, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7427, loss_cls: 2.2157, loss: 2.2157, grad_norm: 5.2638 2020-10-01 12:02:37,613 - mmaction - INFO - Epoch [20][720/2825] lr: 7.500e-03, eta: 2 days, 18:05:05, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7375, loss_cls: 2.2510, loss: 2.2510, grad_norm: 5.2704 2020-10-01 12:02:56,923 - mmaction - INFO - Epoch [20][740/2825] lr: 7.500e-03, eta: 2 days, 18:04:38, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7323, loss_cls: 2.2585, loss: 2.2585, grad_norm: 5.2085 2020-10-01 12:03:17,399 - mmaction - INFO - Epoch [20][760/2825] lr: 7.500e-03, eta: 2 days, 18:04:15, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1833, loss: 2.1833, grad_norm: 5.2746 2020-10-01 12:03:38,375 - mmaction - INFO - Epoch [20][780/2825] lr: 7.500e-03, eta: 2 days, 18:03:55, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7422, loss_cls: 2.2179, loss: 2.2179, grad_norm: 5.2762 2020-10-01 12:03:59,168 - mmaction - INFO - Epoch [20][800/2825] lr: 7.500e-03, eta: 2 days, 18:03:34, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7362, loss_cls: 2.2278, loss: 2.2278, grad_norm: 5.3091 2020-10-01 12:04:19,523 - mmaction - INFO - Epoch [20][820/2825] lr: 7.500e-03, eta: 2 days, 18:03:11, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.4958, top5_acc: 0.7453, loss_cls: 2.2101, loss: 2.2101, grad_norm: 5.3785 2020-10-01 12:04:41,750 - mmaction - INFO - Epoch [20][840/2825] lr: 7.500e-03, eta: 2 days, 18:02:56, time: 1.111, data_time: 0.001, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7362, loss_cls: 2.2149, loss: 2.2149, grad_norm: 5.2290 2020-10-01 12:05:01,896 - mmaction - INFO - Epoch [20][860/2825] lr: 7.500e-03, eta: 2 days, 18:02:32, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7365, loss_cls: 2.1997, loss: 2.1997, grad_norm: 5.2593 2020-10-01 12:05:22,657 - mmaction - INFO - Epoch [20][880/2825] lr: 7.500e-03, eta: 2 days, 18:02:11, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7385, loss_cls: 2.2313, loss: 2.2313, grad_norm: 5.2490 2020-10-01 12:05:41,413 - mmaction - INFO - Epoch [20][900/2825] lr: 7.500e-03, eta: 2 days, 18:01:41, time: 0.938, data_time: 0.003, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7310, loss_cls: 2.2798, loss: 2.2798, grad_norm: 5.3336 2020-10-01 12:06:02,437 - mmaction - INFO - Epoch [20][920/2825] lr: 7.500e-03, eta: 2 days, 18:01:21, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7349, loss_cls: 2.2654, loss: 2.2654, grad_norm: 5.3653 2020-10-01 12:06:23,890 - mmaction - INFO - Epoch [20][940/2825] lr: 7.500e-03, eta: 2 days, 18:01:02, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7456, loss_cls: 2.2316, loss: 2.2316, grad_norm: 5.4056 2020-10-01 12:06:44,168 - mmaction - INFO - Epoch [20][960/2825] lr: 7.500e-03, eta: 2 days, 18:00:39, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7240, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.2430 2020-10-01 12:07:04,613 - mmaction - INFO - Epoch [20][980/2825] lr: 7.500e-03, eta: 2 days, 18:00:17, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7341, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.2349 2020-10-01 12:07:26,201 - mmaction - INFO - Epoch [20][1000/2825] lr: 7.500e-03, eta: 2 days, 17:59:59, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.4831, top5_acc: 0.7297, loss_cls: 2.2768, loss: 2.2768, grad_norm: 5.2981 2020-10-01 12:07:46,831 - mmaction - INFO - Epoch [20][1020/2825] lr: 7.500e-03, eta: 2 days, 17:59:37, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7362, loss_cls: 2.2535, loss: 2.2535, grad_norm: 5.3034 2020-10-01 12:08:07,390 - mmaction - INFO - Epoch [20][1040/2825] lr: 7.500e-03, eta: 2 days, 17:59:15, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7378, loss_cls: 2.2365, loss: 2.2365, grad_norm: 5.2669 2020-10-01 12:08:28,750 - mmaction - INFO - Epoch [20][1060/2825] lr: 7.500e-03, eta: 2 days, 17:58:56, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7479, loss_cls: 2.2294, loss: 2.2294, grad_norm: 5.3072 2020-10-01 12:08:49,601 - mmaction - INFO - Epoch [20][1080/2825] lr: 7.500e-03, eta: 2 days, 17:58:35, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.2169, loss: 2.2169, grad_norm: 5.1794 2020-10-01 12:09:10,599 - mmaction - INFO - Epoch [20][1100/2825] lr: 7.500e-03, eta: 2 days, 17:58:15, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.2742 2020-10-01 12:09:31,107 - mmaction - INFO - Epoch [20][1120/2825] lr: 7.500e-03, eta: 2 days, 17:57:53, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1915, loss: 2.1915, grad_norm: 5.2119 2020-10-01 12:09:50,945 - mmaction - INFO - Epoch [20][1140/2825] lr: 7.500e-03, eta: 2 days, 17:57:28, time: 0.992, data_time: 0.095, memory: 8353, top1_acc: 0.4896, top5_acc: 0.7383, loss_cls: 2.2450, loss: 2.2450, grad_norm: 5.2475 2020-10-01 12:10:13,292 - mmaction - INFO - Epoch [20][1160/2825] lr: 7.500e-03, eta: 2 days, 17:57:13, time: 1.118, data_time: 0.033, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7414, loss_cls: 2.2238, loss: 2.2238, grad_norm: 5.2287 2020-10-01 12:10:33,439 - mmaction - INFO - Epoch [20][1180/2825] lr: 7.500e-03, eta: 2 days, 17:56:49, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7490, loss_cls: 2.2040, loss: 2.2040, grad_norm: 5.2519 2020-10-01 12:10:53,293 - mmaction - INFO - Epoch [20][1200/2825] lr: 7.500e-03, eta: 2 days, 17:56:24, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7372, loss_cls: 2.2612, loss: 2.2612, grad_norm: 5.3144 2020-10-01 12:11:15,544 - mmaction - INFO - Epoch [20][1220/2825] lr: 7.500e-03, eta: 2 days, 17:56:09, time: 1.113, data_time: 0.002, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7310, loss_cls: 2.2713, loss: 2.2713, grad_norm: 5.3161 2020-10-01 12:11:34,812 - mmaction - INFO - Epoch [20][1240/2825] lr: 7.500e-03, eta: 2 days, 17:55:42, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7406, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.1989 2020-10-01 12:11:55,447 - mmaction - INFO - Epoch [20][1260/2825] lr: 7.500e-03, eta: 2 days, 17:55:20, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7357, loss_cls: 2.2529, loss: 2.2529, grad_norm: 5.3058 2020-10-01 12:12:15,845 - mmaction - INFO - Epoch [20][1280/2825] lr: 7.500e-03, eta: 2 days, 17:54:57, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7401, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.2204 2020-10-01 12:12:35,731 - mmaction - INFO - Epoch [20][1300/2825] lr: 7.500e-03, eta: 2 days, 17:54:32, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7362, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.2784 2020-10-01 12:12:56,935 - mmaction - INFO - Epoch [20][1320/2825] lr: 7.500e-03, eta: 2 days, 17:54:13, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7487, loss_cls: 2.1992, loss: 2.1992, grad_norm: 5.1819 2020-10-01 12:13:16,933 - mmaction - INFO - Epoch [20][1340/2825] lr: 7.500e-03, eta: 2 days, 17:53:48, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7359, loss_cls: 2.2268, loss: 2.2268, grad_norm: 5.2188 2020-10-01 12:13:38,177 - mmaction - INFO - Epoch [20][1360/2825] lr: 7.500e-03, eta: 2 days, 17:53:29, time: 1.062, data_time: 0.020, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7409, loss_cls: 2.1750, loss: 2.1750, grad_norm: 5.1879 2020-10-01 12:13:58,618 - mmaction - INFO - Epoch [20][1380/2825] lr: 7.500e-03, eta: 2 days, 17:53:06, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7383, loss_cls: 2.2233, loss: 2.2233, grad_norm: 5.3364 2020-10-01 12:14:19,139 - mmaction - INFO - Epoch [20][1400/2825] lr: 7.500e-03, eta: 2 days, 17:52:44, time: 1.026, data_time: 0.254, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.2770 2020-10-01 12:14:39,687 - mmaction - INFO - Epoch [20][1420/2825] lr: 7.500e-03, eta: 2 days, 17:52:22, time: 1.027, data_time: 0.263, memory: 8353, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.3250, loss: 2.3250, grad_norm: 5.3648 2020-10-01 12:15:00,441 - mmaction - INFO - Epoch [20][1440/2825] lr: 7.500e-03, eta: 2 days, 17:52:01, time: 1.039, data_time: 0.013, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7354, loss_cls: 2.2348, loss: 2.2348, grad_norm: 5.2026 2020-10-01 12:15:21,849 - mmaction - INFO - Epoch [20][1460/2825] lr: 7.500e-03, eta: 2 days, 17:51:42, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7388, loss_cls: 2.2369, loss: 2.2369, grad_norm: 5.3038 2020-10-01 12:15:41,800 - mmaction - INFO - Epoch [20][1480/2825] lr: 7.500e-03, eta: 2 days, 17:51:18, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7289, loss_cls: 2.2475, loss: 2.2475, grad_norm: 5.3244 2020-10-01 12:16:02,430 - mmaction - INFO - Epoch [20][1500/2825] lr: 7.500e-03, eta: 2 days, 17:50:56, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7297, loss_cls: 2.2683, loss: 2.2683, grad_norm: 5.3276 2020-10-01 12:16:23,629 - mmaction - INFO - Epoch [20][1520/2825] lr: 7.500e-03, eta: 2 days, 17:50:36, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.4904, top5_acc: 0.7255, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.3014 2020-10-01 12:16:43,111 - mmaction - INFO - Epoch [20][1540/2825] lr: 7.500e-03, eta: 2 days, 17:50:10, time: 0.975, data_time: 0.001, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1874, loss: 2.1874, grad_norm: 5.2384 2020-10-01 12:17:04,454 - mmaction - INFO - Epoch [20][1560/2825] lr: 7.500e-03, eta: 2 days, 17:49:51, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.2262, loss: 2.2262, grad_norm: 5.2493 2020-10-01 12:17:25,547 - mmaction - INFO - Epoch [20][1580/2825] lr: 7.500e-03, eta: 2 days, 17:49:31, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7474, loss_cls: 2.1863, loss: 2.1863, grad_norm: 5.2619 2020-10-01 12:17:46,078 - mmaction - INFO - Epoch [20][1600/2825] lr: 7.500e-03, eta: 2 days, 17:49:09, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7417, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.2263 2020-10-01 12:18:06,510 - mmaction - INFO - Epoch [20][1620/2825] lr: 7.500e-03, eta: 2 days, 17:48:46, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7417, loss_cls: 2.2154, loss: 2.2154, grad_norm: 5.3705 2020-10-01 12:18:27,719 - mmaction - INFO - Epoch [20][1640/2825] lr: 7.500e-03, eta: 2 days, 17:48:27, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7417, loss_cls: 2.2262, loss: 2.2262, grad_norm: 5.2373 2020-10-01 12:18:47,693 - mmaction - INFO - Epoch [20][1660/2825] lr: 7.500e-03, eta: 2 days, 17:48:03, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7346, loss_cls: 2.2406, loss: 2.2406, grad_norm: 5.3099 2020-10-01 12:19:09,222 - mmaction - INFO - Epoch [20][1680/2825] lr: 7.500e-03, eta: 2 days, 17:47:44, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.4854, top5_acc: 0.7216, loss_cls: 2.2921, loss: 2.2921, grad_norm: 5.3717 2020-10-01 12:19:30,003 - mmaction - INFO - Epoch [20][1700/2825] lr: 7.500e-03, eta: 2 days, 17:47:23, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4846, top5_acc: 0.7302, loss_cls: 2.2889, loss: 2.2889, grad_norm: 5.3462 2020-10-01 12:19:49,951 - mmaction - INFO - Epoch [20][1720/2825] lr: 7.500e-03, eta: 2 days, 17:46:59, time: 0.997, data_time: 0.039, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7326, loss_cls: 2.2643, loss: 2.2643, grad_norm: 5.2297 2020-10-01 12:20:11,450 - mmaction - INFO - Epoch [20][1740/2825] lr: 7.500e-03, eta: 2 days, 17:46:40, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.4857, top5_acc: 0.7398, loss_cls: 2.2476, loss: 2.2476, grad_norm: 5.2855 2020-10-01 12:20:32,320 - mmaction - INFO - Epoch [20][1760/2825] lr: 7.500e-03, eta: 2 days, 17:46:20, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7466, loss_cls: 2.2041, loss: 2.2041, grad_norm: 5.2154 2020-10-01 12:20:52,161 - mmaction - INFO - Epoch [20][1780/2825] lr: 7.500e-03, eta: 2 days, 17:45:55, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7411, loss_cls: 2.2090, loss: 2.2090, grad_norm: 5.2367 2020-10-01 12:21:12,166 - mmaction - INFO - Epoch [20][1800/2825] lr: 7.500e-03, eta: 2 days, 17:45:30, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7279, loss_cls: 2.2663, loss: 2.2663, grad_norm: 5.3163 2020-10-01 12:21:33,510 - mmaction - INFO - Epoch [20][1820/2825] lr: 7.500e-03, eta: 2 days, 17:45:11, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7271, loss_cls: 2.2696, loss: 2.2696, grad_norm: 5.2585 2020-10-01 12:21:53,277 - mmaction - INFO - Epoch [20][1840/2825] lr: 7.500e-03, eta: 2 days, 17:44:46, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7346, loss_cls: 2.2017, loss: 2.2017, grad_norm: 5.3041 2020-10-01 12:22:14,746 - mmaction - INFO - Epoch [20][1860/2825] lr: 7.500e-03, eta: 2 days, 17:44:28, time: 1.073, data_time: 0.049, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7326, loss_cls: 2.2451, loss: 2.2451, grad_norm: 5.2845 2020-10-01 12:22:34,882 - mmaction - INFO - Epoch [20][1880/2825] lr: 7.500e-03, eta: 2 days, 17:44:04, time: 1.007, data_time: 0.377, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7331, loss_cls: 2.2742, loss: 2.2742, grad_norm: 5.2947 2020-10-01 12:22:56,079 - mmaction - INFO - Epoch [20][1900/2825] lr: 7.500e-03, eta: 2 days, 17:43:45, time: 1.059, data_time: 0.409, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7333, loss_cls: 2.2621, loss: 2.2621, grad_norm: 5.1904 2020-10-01 12:23:17,213 - mmaction - INFO - Epoch [20][1920/2825] lr: 7.500e-03, eta: 2 days, 17:43:25, time: 1.057, data_time: 0.388, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7339, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.2810 2020-10-01 12:23:36,767 - mmaction - INFO - Epoch [20][1940/2825] lr: 7.500e-03, eta: 2 days, 17:42:59, time: 0.976, data_time: 0.357, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7401, loss_cls: 2.2186, loss: 2.2186, grad_norm: 5.2702 2020-10-01 12:23:57,348 - mmaction - INFO - Epoch [20][1960/2825] lr: 7.500e-03, eta: 2 days, 17:42:37, time: 1.030, data_time: 0.402, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7349, loss_cls: 2.2218, loss: 2.2218, grad_norm: 5.2207 2020-10-01 12:24:18,868 - mmaction - INFO - Epoch [20][1980/2825] lr: 7.500e-03, eta: 2 days, 17:42:19, time: 1.076, data_time: 0.400, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7443, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.2493 2020-10-01 12:24:38,355 - mmaction - INFO - Epoch [20][2000/2825] lr: 7.500e-03, eta: 2 days, 17:41:52, time: 0.974, data_time: 0.153, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7362, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.2885 2020-10-01 12:24:59,952 - mmaction - INFO - Epoch [20][2020/2825] lr: 7.500e-03, eta: 2 days, 17:41:34, time: 1.081, data_time: 0.042, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7333, loss_cls: 2.2584, loss: 2.2584, grad_norm: 5.3478 2020-10-01 12:25:19,556 - mmaction - INFO - Epoch [20][2040/2825] lr: 7.500e-03, eta: 2 days, 17:41:08, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7341, loss_cls: 2.2526, loss: 2.2526, grad_norm: 5.2727 2020-10-01 12:25:40,472 - mmaction - INFO - Epoch [20][2060/2825] lr: 7.500e-03, eta: 2 days, 17:40:48, time: 1.045, data_time: 0.119, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7404, loss_cls: 2.2178, loss: 2.2178, grad_norm: 5.2345 2020-10-01 12:26:01,315 - mmaction - INFO - Epoch [20][2080/2825] lr: 7.500e-03, eta: 2 days, 17:40:27, time: 1.043, data_time: 0.052, memory: 8353, top1_acc: 0.4852, top5_acc: 0.7206, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.3475 2020-10-01 12:26:22,135 - mmaction - INFO - Epoch [20][2100/2825] lr: 7.500e-03, eta: 2 days, 17:40:06, time: 1.041, data_time: 0.037, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7404, loss_cls: 2.2044, loss: 2.2044, grad_norm: 5.2314 2020-10-01 12:26:43,304 - mmaction - INFO - Epoch [20][2120/2825] lr: 7.500e-03, eta: 2 days, 17:39:46, time: 1.058, data_time: 0.019, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7362, loss_cls: 2.2327, loss: 2.2327, grad_norm: 5.2212 2020-10-01 12:27:03,986 - mmaction - INFO - Epoch [20][2140/2825] lr: 7.500e-03, eta: 2 days, 17:39:25, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7396, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.2617 2020-10-01 12:27:25,962 - mmaction - INFO - Epoch [20][2160/2825] lr: 7.500e-03, eta: 2 days, 17:39:08, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7417, loss_cls: 2.2085, loss: 2.2085, grad_norm: 5.3121 2020-10-01 12:27:45,152 - mmaction - INFO - Epoch [20][2180/2825] lr: 7.500e-03, eta: 2 days, 17:38:41, time: 0.960, data_time: 0.001, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7440, loss_cls: 2.2229, loss: 2.2229, grad_norm: 5.2444 2020-10-01 12:28:07,250 - mmaction - INFO - Epoch [20][2200/2825] lr: 7.500e-03, eta: 2 days, 17:38:25, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7372, loss_cls: 2.2439, loss: 2.2439, grad_norm: 5.2915 2020-10-01 12:28:26,801 - mmaction - INFO - Epoch [20][2220/2825] lr: 7.500e-03, eta: 2 days, 17:37:59, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.4943, top5_acc: 0.7341, loss_cls: 2.2592, loss: 2.2592, grad_norm: 5.2559 2020-10-01 12:28:47,201 - mmaction - INFO - Epoch [20][2240/2825] lr: 7.500e-03, eta: 2 days, 17:37:36, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7445, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.1063 2020-10-01 12:29:07,422 - mmaction - INFO - Epoch [20][2260/2825] lr: 7.500e-03, eta: 2 days, 17:37:13, time: 1.011, data_time: 0.062, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7344, loss_cls: 2.2378, loss: 2.2378, grad_norm: 5.3359 2020-10-01 12:29:27,913 - mmaction - INFO - Epoch [20][2280/2825] lr: 7.500e-03, eta: 2 days, 17:36:50, time: 1.024, data_time: 0.160, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7315, loss_cls: 2.2472, loss: 2.2472, grad_norm: 5.2850 2020-10-01 12:29:48,672 - mmaction - INFO - Epoch [20][2300/2825] lr: 7.500e-03, eta: 2 days, 17:36:29, time: 1.039, data_time: 0.366, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.2115, loss: 2.2115, grad_norm: 5.2448 2020-10-01 12:30:08,324 - mmaction - INFO - Epoch [20][2320/2825] lr: 7.500e-03, eta: 2 days, 17:36:03, time: 0.982, data_time: 0.316, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7354, loss_cls: 2.2469, loss: 2.2469, grad_norm: 5.2233 2020-10-01 12:30:29,777 - mmaction - INFO - Epoch [20][2340/2825] lr: 7.500e-03, eta: 2 days, 17:35:45, time: 1.073, data_time: 0.011, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7510, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.1458 2020-10-01 12:30:50,464 - mmaction - INFO - Epoch [20][2360/2825] lr: 7.500e-03, eta: 2 days, 17:35:24, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.2386, loss: 2.2386, grad_norm: 5.2596 2020-10-01 12:31:10,945 - mmaction - INFO - Epoch [20][2380/2825] lr: 7.500e-03, eta: 2 days, 17:35:01, time: 1.023, data_time: 0.035, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7359, loss_cls: 2.2146, loss: 2.2146, grad_norm: 5.2695 2020-10-01 12:31:31,366 - mmaction - INFO - Epoch [20][2400/2825] lr: 7.500e-03, eta: 2 days, 17:34:39, time: 1.022, data_time: 0.082, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7318, loss_cls: 2.2486, loss: 2.2486, grad_norm: 5.2195 2020-10-01 12:31:52,109 - mmaction - INFO - Epoch [20][2420/2825] lr: 7.500e-03, eta: 2 days, 17:34:17, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7276, loss_cls: 2.2502, loss: 2.2502, grad_norm: 5.2320 2020-10-01 12:32:13,042 - mmaction - INFO - Epoch [20][2440/2825] lr: 7.500e-03, eta: 2 days, 17:33:57, time: 1.046, data_time: 0.004, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7229, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.3298 2020-10-01 12:32:33,586 - mmaction - INFO - Epoch [20][2460/2825] lr: 7.500e-03, eta: 2 days, 17:33:35, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.2073 2020-10-01 12:32:53,207 - mmaction - INFO - Epoch [20][2480/2825] lr: 7.500e-03, eta: 2 days, 17:33:09, time: 0.981, data_time: 0.011, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.2296, loss: 2.2296, grad_norm: 5.2080 2020-10-01 12:33:14,670 - mmaction - INFO - Epoch [20][2500/2825] lr: 7.500e-03, eta: 2 days, 17:32:50, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.2433, loss: 2.2433, grad_norm: 5.2911 2020-10-01 12:33:35,529 - mmaction - INFO - Epoch [20][2520/2825] lr: 7.500e-03, eta: 2 days, 17:32:30, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.4906, top5_acc: 0.7456, loss_cls: 2.2124, loss: 2.2124, grad_norm: 5.2098 2020-10-01 12:33:56,208 - mmaction - INFO - Epoch [20][2540/2825] lr: 7.500e-03, eta: 2 days, 17:32:08, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7396, loss_cls: 2.2686, loss: 2.2686, grad_norm: 5.3452 2020-10-01 12:34:18,103 - mmaction - INFO - Epoch [20][2560/2825] lr: 7.500e-03, eta: 2 days, 17:31:51, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.4820, top5_acc: 0.7276, loss_cls: 2.2813, loss: 2.2813, grad_norm: 5.2848 2020-10-01 12:34:37,288 - mmaction - INFO - Epoch [20][2580/2825] lr: 7.500e-03, eta: 2 days, 17:31:24, time: 0.959, data_time: 0.002, memory: 8353, top1_acc: 0.4938, top5_acc: 0.7354, loss_cls: 2.2486, loss: 2.2486, grad_norm: 5.2302 2020-10-01 12:34:58,742 - mmaction - INFO - Epoch [20][2600/2825] lr: 7.500e-03, eta: 2 days, 17:31:05, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7344, loss_cls: 2.2212, loss: 2.2212, grad_norm: 5.1494 2020-10-01 12:35:18,775 - mmaction - INFO - Epoch [20][2620/2825] lr: 7.500e-03, eta: 2 days, 17:30:41, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7388, loss_cls: 2.2761, loss: 2.2761, grad_norm: 5.2712 2020-10-01 12:35:40,257 - mmaction - INFO - Epoch [20][2640/2825] lr: 7.500e-03, eta: 2 days, 17:30:23, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7292, loss_cls: 2.2726, loss: 2.2726, grad_norm: 5.2877 2020-10-01 12:36:00,664 - mmaction - INFO - Epoch [20][2660/2825] lr: 7.500e-03, eta: 2 days, 17:30:00, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7341, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.2633 2020-10-01 12:36:20,754 - mmaction - INFO - Epoch [20][2680/2825] lr: 7.500e-03, eta: 2 days, 17:29:36, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7305, loss_cls: 2.2468, loss: 2.2468, grad_norm: 5.2503 2020-10-01 12:36:41,837 - mmaction - INFO - Epoch [20][2700/2825] lr: 7.500e-03, eta: 2 days, 17:29:16, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7372, loss_cls: 2.2452, loss: 2.2452, grad_norm: 5.3333 2020-10-01 12:37:01,440 - mmaction - INFO - Epoch [20][2720/2825] lr: 7.500e-03, eta: 2 days, 17:28:51, time: 0.981, data_time: 0.077, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7424, loss_cls: 2.1928, loss: 2.1928, grad_norm: 5.2507 2020-10-01 12:37:23,497 - mmaction - INFO - Epoch [20][2740/2825] lr: 7.500e-03, eta: 2 days, 17:28:35, time: 1.102, data_time: 0.202, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7456, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.2288 2020-10-01 12:37:43,347 - mmaction - INFO - Epoch [20][2760/2825] lr: 7.500e-03, eta: 2 days, 17:28:10, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.4911, top5_acc: 0.7367, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.2419 2020-10-01 12:38:04,004 - mmaction - INFO - Epoch [20][2780/2825] lr: 7.500e-03, eta: 2 days, 17:27:48, time: 1.032, data_time: 0.025, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7401, loss_cls: 2.2544, loss: 2.2544, grad_norm: 5.3162 2020-10-01 12:38:24,688 - mmaction - INFO - Epoch [20][2800/2825] lr: 7.500e-03, eta: 2 days, 17:27:27, time: 1.035, data_time: 0.129, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7339, loss_cls: 2.2239, loss: 2.2239, grad_norm: 5.3110 2020-10-01 12:38:45,926 - mmaction - INFO - Epoch [20][2820/2825] lr: 7.500e-03, eta: 2 days, 17:27:07, time: 1.062, data_time: 0.418, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7323, loss_cls: 2.2578, loss: 2.2578, grad_norm: 5.2287 2020-10-01 12:38:51,641 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-01 12:42:21,744 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 12:42:24,268 - mmaction - INFO - top1_acc 0.5034 top5_acc 0.7462 2020-10-01 12:42:24,268 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 12:42:24,392 - mmaction - INFO - mean_acc 0.5033 2020-10-01 12:42:24,392 - mmaction - INFO - Now best checkpoint is epoch_20.pth 2020-10-01 12:42:24,417 - mmaction - INFO - Epoch(val) [20][2825] top1_acc: 0.5034, top5_acc: 0.7462, mean_class_accuracy: 0.5033 2020-10-01 12:43:05,660 - mmaction - INFO - Epoch [21][20/2825] lr: 7.500e-03, eta: 2 days, 17:27:42, time: 2.060, data_time: 1.033, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7331, loss_cls: 2.2176, loss: 2.2176, grad_norm: 5.1627 2020-10-01 12:43:27,968 - mmaction - INFO - Epoch [21][40/2825] lr: 7.500e-03, eta: 2 days, 17:27:27, time: 1.117, data_time: 0.003, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7344, loss_cls: 2.2110, loss: 2.2110, grad_norm: 5.2030 2020-10-01 12:43:48,488 - mmaction - INFO - Epoch [21][60/2825] lr: 7.500e-03, eta: 2 days, 17:27:05, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7391, loss_cls: 2.1849, loss: 2.1849, grad_norm: 5.1999 2020-10-01 12:44:08,672 - mmaction - INFO - Epoch [21][80/2825] lr: 7.500e-03, eta: 2 days, 17:26:41, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7357, loss_cls: 2.2313, loss: 2.2313, grad_norm: 5.2429 2020-10-01 12:44:29,283 - mmaction - INFO - Epoch [21][100/2825] lr: 7.500e-03, eta: 2 days, 17:26:19, time: 1.030, data_time: 0.162, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7419, loss_cls: 2.1700, loss: 2.1700, grad_norm: 5.1824 2020-10-01 12:44:50,077 - mmaction - INFO - Epoch [21][120/2825] lr: 7.500e-03, eta: 2 days, 17:25:58, time: 1.040, data_time: 0.367, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7508, loss_cls: 2.2220, loss: 2.2220, grad_norm: 5.4042 2020-10-01 12:45:09,978 - mmaction - INFO - Epoch [21][140/2825] lr: 7.500e-03, eta: 2 days, 17:25:33, time: 0.995, data_time: 0.129, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7503, loss_cls: 2.1695, loss: 2.1695, grad_norm: 5.1640 2020-10-01 12:45:30,387 - mmaction - INFO - Epoch [21][160/2825] lr: 7.500e-03, eta: 2 days, 17:25:11, time: 1.021, data_time: 0.170, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7341, loss_cls: 2.2094, loss: 2.2094, grad_norm: 5.2316 2020-10-01 12:45:51,518 - mmaction - INFO - Epoch [21][180/2825] lr: 7.500e-03, eta: 2 days, 17:24:51, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7464, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.2152 2020-10-01 12:46:12,833 - mmaction - INFO - Epoch [21][200/2825] lr: 7.500e-03, eta: 2 days, 17:24:32, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7260, loss_cls: 2.2876, loss: 2.2876, grad_norm: 5.3108 2020-10-01 12:46:34,406 - mmaction - INFO - Epoch [21][220/2825] lr: 7.500e-03, eta: 2 days, 17:24:14, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7401, loss_cls: 2.1770, loss: 2.1770, grad_norm: 5.1703 2020-10-01 12:46:54,573 - mmaction - INFO - Epoch [21][240/2825] lr: 7.500e-03, eta: 2 days, 17:23:50, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7490, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.2244 2020-10-01 12:47:15,869 - mmaction - INFO - Epoch [21][260/2825] lr: 7.500e-03, eta: 2 days, 17:23:31, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7482, loss_cls: 2.1519, loss: 2.1519, grad_norm: 5.1789 2020-10-01 12:47:35,945 - mmaction - INFO - Epoch [21][280/2825] lr: 7.500e-03, eta: 2 days, 17:23:07, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7375, loss_cls: 2.2167, loss: 2.2167, grad_norm: 5.2412 2020-10-01 12:47:56,073 - mmaction - INFO - Epoch [21][300/2825] lr: 7.500e-03, eta: 2 days, 17:22:43, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7219, loss_cls: 2.2212, loss: 2.2212, grad_norm: 5.2127 2020-10-01 12:48:16,980 - mmaction - INFO - Epoch [21][320/2825] lr: 7.500e-03, eta: 2 days, 17:22:23, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7448, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.2648 2020-10-01 12:48:37,773 - mmaction - INFO - Epoch [21][340/2825] lr: 7.500e-03, eta: 2 days, 17:22:02, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7417, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.1488 2020-10-01 12:48:58,307 - mmaction - INFO - Epoch [21][360/2825] lr: 7.500e-03, eta: 2 days, 17:21:40, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7404, loss_cls: 2.2044, loss: 2.2044, grad_norm: 5.2542 2020-10-01 12:49:19,828 - mmaction - INFO - Epoch [21][380/2825] lr: 7.500e-03, eta: 2 days, 17:21:21, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7461, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.3250 2020-10-01 12:49:39,166 - mmaction - INFO - Epoch [21][400/2825] lr: 7.500e-03, eta: 2 days, 17:20:54, time: 0.967, data_time: 0.003, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7281, loss_cls: 2.2669, loss: 2.2669, grad_norm: 5.3601 2020-10-01 12:50:00,214 - mmaction - INFO - Epoch [21][420/2825] lr: 7.500e-03, eta: 2 days, 17:20:34, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7354, loss_cls: 2.2631, loss: 2.2631, grad_norm: 5.2586 2020-10-01 12:50:21,700 - mmaction - INFO - Epoch [21][440/2825] lr: 7.500e-03, eta: 2 days, 17:20:16, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.4898, top5_acc: 0.7286, loss_cls: 2.2568, loss: 2.2568, grad_norm: 5.3674 2020-10-01 12:50:42,014 - mmaction - INFO - Epoch [21][460/2825] lr: 7.500e-03, eta: 2 days, 17:19:53, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7464, loss_cls: 2.1822, loss: 2.1822, grad_norm: 5.1871 2020-10-01 12:51:02,797 - mmaction - INFO - Epoch [21][480/2825] lr: 7.500e-03, eta: 2 days, 17:19:32, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7432, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.2321 2020-10-01 12:51:23,025 - mmaction - INFO - Epoch [21][500/2825] lr: 7.500e-03, eta: 2 days, 17:19:09, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7448, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.1454 2020-10-01 12:51:44,463 - mmaction - INFO - Epoch [21][520/2825] lr: 7.500e-03, eta: 2 days, 17:18:50, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7430, loss_cls: 2.1902, loss: 2.1902, grad_norm: 5.1771 2020-10-01 12:52:05,031 - mmaction - INFO - Epoch [21][540/2825] lr: 7.500e-03, eta: 2 days, 17:18:28, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7417, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.2406 2020-10-01 12:52:24,748 - mmaction - INFO - Epoch [21][560/2825] lr: 7.500e-03, eta: 2 days, 17:18:03, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7427, loss_cls: 2.1961, loss: 2.1961, grad_norm: 5.3735 2020-10-01 12:52:45,915 - mmaction - INFO - Epoch [21][580/2825] lr: 7.500e-03, eta: 2 days, 17:17:43, time: 1.058, data_time: 0.015, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7365, loss_cls: 2.2397, loss: 2.2397, grad_norm: 5.2114 2020-10-01 12:53:06,573 - mmaction - INFO - Epoch [21][600/2825] lr: 7.500e-03, eta: 2 days, 17:17:21, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7453, loss_cls: 2.1571, loss: 2.1571, grad_norm: 5.2146 2020-10-01 12:53:26,452 - mmaction - INFO - Epoch [21][620/2825] lr: 7.500e-03, eta: 2 days, 17:16:57, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7484, loss_cls: 2.2045, loss: 2.2045, grad_norm: 5.2699 2020-10-01 12:53:48,311 - mmaction - INFO - Epoch [21][640/2825] lr: 7.500e-03, eta: 2 days, 17:16:40, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.1590, loss: 2.1590, grad_norm: 5.2485 2020-10-01 12:54:10,093 - mmaction - INFO - Epoch [21][660/2825] lr: 7.500e-03, eta: 2 days, 17:16:23, time: 1.090, data_time: 0.003, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7443, loss_cls: 2.2031, loss: 2.2031, grad_norm: 5.2199 2020-10-01 12:54:29,749 - mmaction - INFO - Epoch [21][680/2825] lr: 7.500e-03, eta: 2 days, 17:15:57, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7461, loss_cls: 2.2113, loss: 2.2113, grad_norm: 5.2874 2020-10-01 12:54:51,274 - mmaction - INFO - Epoch [21][700/2825] lr: 7.500e-03, eta: 2 days, 17:15:39, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.4891, top5_acc: 0.7339, loss_cls: 2.2843, loss: 2.2843, grad_norm: 5.3416 2020-10-01 12:55:12,368 - mmaction - INFO - Epoch [21][720/2825] lr: 7.500e-03, eta: 2 days, 17:15:19, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7557, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.2079 2020-10-01 12:55:33,900 - mmaction - INFO - Epoch [21][740/2825] lr: 7.500e-03, eta: 2 days, 17:15:01, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7380, loss_cls: 2.2179, loss: 2.2179, grad_norm: 5.3240 2020-10-01 12:55:53,804 - mmaction - INFO - Epoch [21][760/2825] lr: 7.500e-03, eta: 2 days, 17:14:36, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7461, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.3002 2020-10-01 12:56:14,783 - mmaction - INFO - Epoch [21][780/2825] lr: 7.500e-03, eta: 2 days, 17:14:16, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7380, loss_cls: 2.2087, loss: 2.2087, grad_norm: 5.2492 2020-10-01 12:56:36,217 - mmaction - INFO - Epoch [21][800/2825] lr: 7.500e-03, eta: 2 days, 17:13:57, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7451, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.1974 2020-10-01 12:56:55,098 - mmaction - INFO - Epoch [21][820/2825] lr: 7.500e-03, eta: 2 days, 17:13:29, time: 0.944, data_time: 0.005, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7318, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.2386 2020-10-01 12:57:17,682 - mmaction - INFO - Epoch [21][840/2825] lr: 7.500e-03, eta: 2 days, 17:13:14, time: 1.129, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7339, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.2208 2020-10-01 12:57:38,672 - mmaction - INFO - Epoch [21][860/2825] lr: 7.500e-03, eta: 2 days, 17:12:54, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.4885, top5_acc: 0.7445, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.2499 2020-10-01 12:57:57,854 - mmaction - INFO - Epoch [21][880/2825] lr: 7.500e-03, eta: 2 days, 17:12:27, time: 0.959, data_time: 0.037, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7359, loss_cls: 2.2185, loss: 2.2185, grad_norm: 5.1765 2020-10-01 12:58:19,148 - mmaction - INFO - Epoch [21][900/2825] lr: 7.500e-03, eta: 2 days, 17:12:08, time: 1.065, data_time: 0.040, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7448, loss_cls: 2.1790, loss: 2.1790, grad_norm: 5.2357 2020-10-01 12:58:40,474 - mmaction - INFO - Epoch [21][920/2825] lr: 7.500e-03, eta: 2 days, 17:11:49, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7477, loss_cls: 2.1821, loss: 2.1821, grad_norm: 5.3040 2020-10-01 12:59:00,715 - mmaction - INFO - Epoch [21][940/2825] lr: 7.500e-03, eta: 2 days, 17:11:25, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.2226, loss: 2.2226, grad_norm: 5.2220 2020-10-01 12:59:21,810 - mmaction - INFO - Epoch [21][960/2825] lr: 7.500e-03, eta: 2 days, 17:11:05, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7510, loss_cls: 2.1802, loss: 2.1802, grad_norm: 5.3599 2020-10-01 12:59:42,857 - mmaction - INFO - Epoch [21][980/2825] lr: 7.500e-03, eta: 2 days, 17:10:45, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7409, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.2970 2020-10-01 13:00:04,015 - mmaction - INFO - Epoch [21][1000/2825] lr: 7.500e-03, eta: 2 days, 17:10:26, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7419, loss_cls: 2.2385, loss: 2.2385, grad_norm: 5.3875 2020-10-01 13:00:25,968 - mmaction - INFO - Epoch [21][1020/2825] lr: 7.500e-03, eta: 2 days, 17:10:09, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7471, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.3336 2020-10-01 13:00:46,728 - mmaction - INFO - Epoch [21][1040/2825] lr: 7.500e-03, eta: 2 days, 17:09:48, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7398, loss_cls: 2.2239, loss: 2.2239, grad_norm: 5.2538 2020-10-01 13:01:07,358 - mmaction - INFO - Epoch [21][1060/2825] lr: 7.500e-03, eta: 2 days, 17:09:26, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.2137, loss: 2.2137, grad_norm: 5.3487 2020-10-01 13:01:27,710 - mmaction - INFO - Epoch [21][1080/2825] lr: 7.500e-03, eta: 2 days, 17:09:03, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.2484 2020-10-01 13:01:47,953 - mmaction - INFO - Epoch [21][1100/2825] lr: 7.500e-03, eta: 2 days, 17:08:40, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7367, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.2278 2020-10-01 13:02:09,049 - mmaction - INFO - Epoch [21][1120/2825] lr: 7.500e-03, eta: 2 days, 17:08:20, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7245, loss_cls: 2.2582, loss: 2.2582, grad_norm: 5.4031 2020-10-01 13:02:28,864 - mmaction - INFO - Epoch [21][1140/2825] lr: 7.500e-03, eta: 2 days, 17:07:55, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7375, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.4102 2020-10-01 13:02:49,856 - mmaction - INFO - Epoch [21][1160/2825] lr: 7.500e-03, eta: 2 days, 17:07:35, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7424, loss_cls: 2.2339, loss: 2.2339, grad_norm: 5.2124 2020-10-01 13:03:10,485 - mmaction - INFO - Epoch [21][1180/2825] lr: 7.500e-03, eta: 2 days, 17:07:13, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7508, loss_cls: 2.1799, loss: 2.1799, grad_norm: 5.2126 2020-10-01 13:03:31,890 - mmaction - INFO - Epoch [21][1200/2825] lr: 7.500e-03, eta: 2 days, 17:06:54, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7406, loss_cls: 2.2221, loss: 2.2221, grad_norm: 5.2630 2020-10-01 13:03:51,870 - mmaction - INFO - Epoch [21][1220/2825] lr: 7.500e-03, eta: 2 days, 17:06:30, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.2202, loss: 2.2202, grad_norm: 5.2144 2020-10-01 13:04:12,673 - mmaction - INFO - Epoch [21][1240/2825] lr: 7.500e-03, eta: 2 days, 17:06:09, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7424, loss_cls: 2.1823, loss: 2.1823, grad_norm: 5.2588 2020-10-01 13:04:33,627 - mmaction - INFO - Epoch [21][1260/2825] lr: 7.500e-03, eta: 2 days, 17:05:49, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7396, loss_cls: 2.1862, loss: 2.1862, grad_norm: 5.2908 2020-10-01 13:04:53,995 - mmaction - INFO - Epoch [21][1280/2825] lr: 7.500e-03, eta: 2 days, 17:05:26, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.3258 2020-10-01 13:05:15,735 - mmaction - INFO - Epoch [21][1300/2825] lr: 7.500e-03, eta: 2 days, 17:05:08, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7424, loss_cls: 2.1819, loss: 2.1819, grad_norm: 5.2525 2020-10-01 13:05:36,838 - mmaction - INFO - Epoch [21][1320/2825] lr: 7.500e-03, eta: 2 days, 17:04:48, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7419, loss_cls: 2.2151, loss: 2.2151, grad_norm: 5.1702 2020-10-01 13:05:56,906 - mmaction - INFO - Epoch [21][1340/2825] lr: 7.500e-03, eta: 2 days, 17:04:25, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7357, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.2773 2020-10-01 13:06:18,492 - mmaction - INFO - Epoch [21][1360/2825] lr: 7.500e-03, eta: 2 days, 17:04:07, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7385, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.3384 2020-10-01 13:06:37,855 - mmaction - INFO - Epoch [21][1380/2825] lr: 7.500e-03, eta: 2 days, 17:03:40, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7417, loss_cls: 2.2247, loss: 2.2247, grad_norm: 5.4062 2020-10-01 13:06:58,922 - mmaction - INFO - Epoch [21][1400/2825] lr: 7.500e-03, eta: 2 days, 17:03:20, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7536, loss_cls: 2.1741, loss: 2.1741, grad_norm: 5.2540 2020-10-01 13:07:20,437 - mmaction - INFO - Epoch [21][1420/2825] lr: 7.500e-03, eta: 2 days, 17:03:02, time: 1.078, data_time: 0.004, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7331, loss_cls: 2.2372, loss: 2.2372, grad_norm: 5.3376 2020-10-01 13:07:41,699 - mmaction - INFO - Epoch [21][1440/2825] lr: 7.500e-03, eta: 2 days, 17:02:42, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7432, loss_cls: 2.1869, loss: 2.1869, grad_norm: 5.1901 2020-10-01 13:08:01,549 - mmaction - INFO - Epoch [21][1460/2825] lr: 7.500e-03, eta: 2 days, 17:02:18, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.2297, loss: 2.2297, grad_norm: 5.2874 2020-10-01 13:08:23,065 - mmaction - INFO - Epoch [21][1480/2825] lr: 7.500e-03, eta: 2 days, 17:01:59, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7490, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.2529 2020-10-01 13:08:44,270 - mmaction - INFO - Epoch [21][1500/2825] lr: 7.500e-03, eta: 2 days, 17:01:40, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7328, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.2929 2020-10-01 13:09:02,567 - mmaction - INFO - Epoch [21][1520/2825] lr: 7.500e-03, eta: 2 days, 17:01:09, time: 0.915, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7458, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.3196 2020-10-01 13:09:23,948 - mmaction - INFO - Epoch [21][1540/2825] lr: 7.500e-03, eta: 2 days, 17:00:50, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7435, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.2909 2020-10-01 13:09:45,843 - mmaction - INFO - Epoch [21][1560/2825] lr: 7.500e-03, eta: 2 days, 17:00:33, time: 1.094, data_time: 0.001, memory: 8353, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.2551, loss: 2.2551, grad_norm: 5.3683 2020-10-01 13:10:05,940 - mmaction - INFO - Epoch [21][1580/2825] lr: 7.500e-03, eta: 2 days, 17:00:09, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.2582, loss: 2.2582, grad_norm: 5.2878 2020-10-01 13:10:25,584 - mmaction - INFO - Epoch [21][1600/2825] lr: 7.500e-03, eta: 2 days, 16:59:44, time: 0.983, data_time: 0.003, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7268, loss_cls: 2.2615, loss: 2.2615, grad_norm: 5.2521 2020-10-01 13:10:46,464 - mmaction - INFO - Epoch [21][1620/2825] lr: 7.500e-03, eta: 2 days, 16:59:23, time: 1.045, data_time: 0.218, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7391, loss_cls: 2.2376, loss: 2.2376, grad_norm: 5.2504 2020-10-01 13:11:08,061 - mmaction - INFO - Epoch [21][1640/2825] lr: 7.500e-03, eta: 2 days, 16:59:05, time: 1.079, data_time: 0.130, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7357, loss_cls: 2.2208, loss: 2.2208, grad_norm: 5.2940 2020-10-01 13:11:28,672 - mmaction - INFO - Epoch [21][1660/2825] lr: 7.500e-03, eta: 2 days, 16:58:43, time: 1.030, data_time: 0.098, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7401, loss_cls: 2.2040, loss: 2.2040, grad_norm: 5.2819 2020-10-01 13:11:48,826 - mmaction - INFO - Epoch [21][1680/2825] lr: 7.500e-03, eta: 2 days, 16:58:20, time: 1.007, data_time: 0.144, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2537, loss: 2.2537, grad_norm: 5.3745 2020-10-01 13:12:09,659 - mmaction - INFO - Epoch [21][1700/2825] lr: 7.500e-03, eta: 2 days, 16:57:59, time: 1.042, data_time: 0.335, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7380, loss_cls: 2.1931, loss: 2.1931, grad_norm: 5.2195 2020-10-01 13:12:30,218 - mmaction - INFO - Epoch [21][1720/2825] lr: 7.500e-03, eta: 2 days, 16:57:37, time: 1.027, data_time: 0.202, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7352, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.2299 2020-10-01 13:12:51,175 - mmaction - INFO - Epoch [21][1740/2825] lr: 7.500e-03, eta: 2 days, 16:57:17, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7323, loss_cls: 2.2400, loss: 2.2400, grad_norm: 5.3014 2020-10-01 13:13:12,177 - mmaction - INFO - Epoch [21][1760/2825] lr: 7.500e-03, eta: 2 days, 16:56:56, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7461, loss_cls: 2.1664, loss: 2.1664, grad_norm: 5.1757 2020-10-01 13:13:32,901 - mmaction - INFO - Epoch [21][1780/2825] lr: 7.500e-03, eta: 2 days, 16:56:35, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7417, loss_cls: 2.2089, loss: 2.2089, grad_norm: 5.2889 2020-10-01 13:13:54,046 - mmaction - INFO - Epoch [21][1800/2825] lr: 7.500e-03, eta: 2 days, 16:56:15, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7372, loss_cls: 2.2219, loss: 2.2219, grad_norm: 5.1944 2020-10-01 13:14:15,089 - mmaction - INFO - Epoch [21][1820/2825] lr: 7.500e-03, eta: 2 days, 16:55:55, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7474, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.2567 2020-10-01 13:14:34,654 - mmaction - INFO - Epoch [21][1840/2825] lr: 7.500e-03, eta: 2 days, 16:55:29, time: 0.977, data_time: 0.001, memory: 8353, top1_acc: 0.4872, top5_acc: 0.7245, loss_cls: 2.2912, loss: 2.2912, grad_norm: 5.4116 2020-10-01 13:14:55,666 - mmaction - INFO - Epoch [21][1860/2825] lr: 7.500e-03, eta: 2 days, 16:55:09, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7448, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.2404 2020-10-01 13:15:16,286 - mmaction - INFO - Epoch [21][1880/2825] lr: 7.500e-03, eta: 2 days, 16:54:47, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2751, loss: 2.2751, grad_norm: 5.3066 2020-10-01 13:15:35,989 - mmaction - INFO - Epoch [21][1900/2825] lr: 7.500e-03, eta: 2 days, 16:54:22, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7289, loss_cls: 2.2331, loss: 2.2331, grad_norm: 5.1614 2020-10-01 13:15:56,774 - mmaction - INFO - Epoch [21][1920/2825] lr: 7.500e-03, eta: 2 days, 16:54:01, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7440, loss_cls: 2.1831, loss: 2.1831, grad_norm: 5.2537 2020-10-01 13:16:17,846 - mmaction - INFO - Epoch [21][1940/2825] lr: 7.500e-03, eta: 2 days, 16:53:41, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7380, loss_cls: 2.2646, loss: 2.2646, grad_norm: 5.3237 2020-10-01 13:16:38,631 - mmaction - INFO - Epoch [21][1960/2825] lr: 7.500e-03, eta: 2 days, 16:53:20, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1888, loss: 2.1888, grad_norm: 5.2333 2020-10-01 13:16:59,416 - mmaction - INFO - Epoch [21][1980/2825] lr: 7.500e-03, eta: 2 days, 16:52:59, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7299, loss_cls: 2.2620, loss: 2.2620, grad_norm: 5.3573 2020-10-01 13:17:19,611 - mmaction - INFO - Epoch [21][2000/2825] lr: 7.500e-03, eta: 2 days, 16:52:35, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7497, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.1735 2020-10-01 13:17:40,690 - mmaction - INFO - Epoch [21][2020/2825] lr: 7.500e-03, eta: 2 days, 16:52:15, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7333, loss_cls: 2.2485, loss: 2.2485, grad_norm: 5.3226 2020-10-01 13:18:01,235 - mmaction - INFO - Epoch [21][2040/2825] lr: 7.500e-03, eta: 2 days, 16:51:53, time: 1.028, data_time: 0.020, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7305, loss_cls: 2.2548, loss: 2.2548, grad_norm: 5.2731 2020-10-01 13:18:21,767 - mmaction - INFO - Epoch [21][2060/2825] lr: 7.500e-03, eta: 2 days, 16:51:31, time: 1.026, data_time: 0.011, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7414, loss_cls: 2.1952, loss: 2.1952, grad_norm: 5.2744 2020-10-01 13:18:41,498 - mmaction - INFO - Epoch [21][2080/2825] lr: 7.500e-03, eta: 2 days, 16:51:06, time: 0.987, data_time: 0.047, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7318, loss_cls: 2.2205, loss: 2.2205, grad_norm: 5.2277 2020-10-01 13:19:02,674 - mmaction - INFO - Epoch [21][2100/2825] lr: 7.500e-03, eta: 2 days, 16:50:46, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7565, loss_cls: 2.1489, loss: 2.1489, grad_norm: 5.0384 2020-10-01 13:19:23,999 - mmaction - INFO - Epoch [21][2120/2825] lr: 7.500e-03, eta: 2 days, 16:50:27, time: 1.066, data_time: 0.027, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7419, loss_cls: 2.1898, loss: 2.1898, grad_norm: 5.2244 2020-10-01 13:19:45,021 - mmaction - INFO - Epoch [21][2140/2825] lr: 7.500e-03, eta: 2 days, 16:50:07, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7424, loss_cls: 2.1969, loss: 2.1969, grad_norm: 5.2909 2020-10-01 13:20:05,783 - mmaction - INFO - Epoch [21][2160/2825] lr: 7.500e-03, eta: 2 days, 16:49:46, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7456, loss_cls: 2.1787, loss: 2.1787, grad_norm: 5.1961 2020-10-01 13:20:25,095 - mmaction - INFO - Epoch [21][2180/2825] lr: 7.500e-03, eta: 2 days, 16:49:19, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7417, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.2593 2020-10-01 13:20:46,250 - mmaction - INFO - Epoch [21][2200/2825] lr: 7.500e-03, eta: 2 days, 16:48:59, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7432, loss_cls: 2.2147, loss: 2.2147, grad_norm: 5.2701 2020-10-01 13:21:07,452 - mmaction - INFO - Epoch [21][2220/2825] lr: 7.500e-03, eta: 2 days, 16:48:40, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7339, loss_cls: 2.2361, loss: 2.2361, grad_norm: 5.3257 2020-10-01 13:21:27,235 - mmaction - INFO - Epoch [21][2240/2825] lr: 7.500e-03, eta: 2 days, 16:48:15, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7328, loss_cls: 2.2595, loss: 2.2595, grad_norm: 5.2425 2020-10-01 13:21:47,985 - mmaction - INFO - Epoch [21][2260/2825] lr: 7.500e-03, eta: 2 days, 16:47:54, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7370, loss_cls: 2.2368, loss: 2.2368, grad_norm: 5.2499 2020-10-01 13:22:09,254 - mmaction - INFO - Epoch [21][2280/2825] lr: 7.500e-03, eta: 2 days, 16:47:34, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7521, loss_cls: 2.1757, loss: 2.1757, grad_norm: 5.1999 2020-10-01 13:22:29,131 - mmaction - INFO - Epoch [21][2300/2825] lr: 7.500e-03, eta: 2 days, 16:47:10, time: 0.994, data_time: 0.035, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1985, loss: 2.1985, grad_norm: 5.2994 2020-10-01 13:22:50,131 - mmaction - INFO - Epoch [21][2320/2825] lr: 7.500e-03, eta: 2 days, 16:46:50, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.2210, loss: 2.2210, grad_norm: 5.3193 2020-10-01 13:23:10,334 - mmaction - INFO - Epoch [21][2340/2825] lr: 7.500e-03, eta: 2 days, 16:46:26, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7359, loss_cls: 2.2222, loss: 2.2222, grad_norm: 5.2739 2020-10-01 13:23:30,766 - mmaction - INFO - Epoch [21][2360/2825] lr: 7.500e-03, eta: 2 days, 16:46:04, time: 1.022, data_time: 0.007, memory: 8353, top1_acc: 0.4938, top5_acc: 0.7253, loss_cls: 2.2814, loss: 2.2814, grad_norm: 5.1745 2020-10-01 13:23:52,252 - mmaction - INFO - Epoch [21][2380/2825] lr: 7.500e-03, eta: 2 days, 16:45:45, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7461, loss_cls: 2.2143, loss: 2.2143, grad_norm: 5.1702 2020-10-01 13:24:12,144 - mmaction - INFO - Epoch [21][2400/2825] lr: 7.500e-03, eta: 2 days, 16:45:21, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7349, loss_cls: 2.2359, loss: 2.2359, grad_norm: 5.2536 2020-10-01 13:24:34,174 - mmaction - INFO - Epoch [21][2420/2825] lr: 7.500e-03, eta: 2 days, 16:45:05, time: 1.102, data_time: 0.001, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7557, loss_cls: 2.1607, loss: 2.1607, grad_norm: 5.3208 2020-10-01 13:24:54,318 - mmaction - INFO - Epoch [21][2440/2825] lr: 7.500e-03, eta: 2 days, 16:44:41, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7411, loss_cls: 2.2098, loss: 2.2098, grad_norm: 5.3307 2020-10-01 13:25:14,358 - mmaction - INFO - Epoch [21][2460/2825] lr: 7.500e-03, eta: 2 days, 16:44:17, time: 1.002, data_time: 0.003, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7380, loss_cls: 2.2521, loss: 2.2521, grad_norm: 5.3120 2020-10-01 13:25:36,074 - mmaction - INFO - Epoch [21][2480/2825] lr: 7.500e-03, eta: 2 days, 16:44:00, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7451, loss_cls: 2.2195, loss: 2.2195, grad_norm: 5.1779 2020-10-01 13:25:56,741 - mmaction - INFO - Epoch [21][2500/2825] lr: 7.500e-03, eta: 2 days, 16:43:38, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7490, loss_cls: 2.1884, loss: 2.1884, grad_norm: 5.2318 2020-10-01 13:26:16,713 - mmaction - INFO - Epoch [21][2520/2825] lr: 7.500e-03, eta: 2 days, 16:43:14, time: 1.000, data_time: 0.033, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7388, loss_cls: 2.2113, loss: 2.2113, grad_norm: 5.2083 2020-10-01 13:26:37,954 - mmaction - INFO - Epoch [21][2540/2825] lr: 7.500e-03, eta: 2 days, 16:42:54, time: 1.061, data_time: 0.028, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7372, loss_cls: 2.2325, loss: 2.2325, grad_norm: 5.2968 2020-10-01 13:26:58,015 - mmaction - INFO - Epoch [21][2560/2825] lr: 7.500e-03, eta: 2 days, 16:42:31, time: 1.003, data_time: 0.023, memory: 8353, top1_acc: 0.4932, top5_acc: 0.7414, loss_cls: 2.2425, loss: 2.2425, grad_norm: 5.2459 2020-10-01 13:27:18,437 - mmaction - INFO - Epoch [21][2580/2825] lr: 7.500e-03, eta: 2 days, 16:42:08, time: 1.020, data_time: 0.075, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7320, loss_cls: 2.2547, loss: 2.2547, grad_norm: 5.2615 2020-10-01 13:27:39,289 - mmaction - INFO - Epoch [21][2600/2825] lr: 7.500e-03, eta: 2 days, 16:41:47, time: 1.042, data_time: 0.055, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7328, loss_cls: 2.2227, loss: 2.2227, grad_norm: 5.1704 2020-10-01 13:27:59,563 - mmaction - INFO - Epoch [21][2620/2825] lr: 7.500e-03, eta: 2 days, 16:41:24, time: 1.015, data_time: 0.281, memory: 8353, top1_acc: 0.4888, top5_acc: 0.7315, loss_cls: 2.2885, loss: 2.2885, grad_norm: 5.3300 2020-10-01 13:28:19,948 - mmaction - INFO - Epoch [21][2640/2825] lr: 7.500e-03, eta: 2 days, 16:41:02, time: 1.020, data_time: 0.310, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7406, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.3012 2020-10-01 13:28:41,691 - mmaction - INFO - Epoch [21][2660/2825] lr: 7.500e-03, eta: 2 days, 16:40:44, time: 1.086, data_time: 0.003, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7307, loss_cls: 2.2439, loss: 2.2439, grad_norm: 5.2590 2020-10-01 13:29:03,103 - mmaction - INFO - Epoch [21][2680/2825] lr: 7.500e-03, eta: 2 days, 16:40:25, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7320, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.2273 2020-10-01 13:29:22,636 - mmaction - INFO - Epoch [21][2700/2825] lr: 7.500e-03, eta: 2 days, 16:40:00, time: 0.977, data_time: 0.018, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7464, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.1857 2020-10-01 13:29:43,516 - mmaction - INFO - Epoch [21][2720/2825] lr: 7.500e-03, eta: 2 days, 16:39:39, time: 1.044, data_time: 0.056, memory: 8353, top1_acc: 0.5187, top5_acc: 0.7409, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.2289 2020-10-01 13:30:04,095 - mmaction - INFO - Epoch [21][2740/2825] lr: 7.500e-03, eta: 2 days, 16:39:17, time: 1.028, data_time: 0.081, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.2404, loss: 2.2404, grad_norm: 5.3240 2020-10-01 13:30:25,333 - mmaction - INFO - Epoch [21][2760/2825] lr: 7.500e-03, eta: 2 days, 16:38:58, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7437, loss_cls: 2.2043, loss: 2.2043, grad_norm: 5.1860 2020-10-01 13:30:46,031 - mmaction - INFO - Epoch [21][2780/2825] lr: 7.500e-03, eta: 2 days, 16:38:36, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7404, loss_cls: 2.2370, loss: 2.2370, grad_norm: 5.2893 2020-10-01 13:31:06,307 - mmaction - INFO - Epoch [21][2800/2825] lr: 7.500e-03, eta: 2 days, 16:38:13, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.4943, top5_acc: 0.7299, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.3082 2020-10-01 13:31:26,904 - mmaction - INFO - Epoch [21][2820/2825] lr: 7.500e-03, eta: 2 days, 16:37:51, time: 1.029, data_time: 0.039, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7531, loss_cls: 2.1910, loss: 2.1910, grad_norm: 5.2945 2020-10-01 13:31:33,473 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-10-01 13:32:22,185 - mmaction - INFO - Epoch [22][20/2825] lr: 7.500e-03, eta: 2 days, 16:38:47, time: 2.390, data_time: 1.478, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7576, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.0617 2020-10-01 13:32:42,993 - mmaction - INFO - Epoch [22][40/2825] lr: 7.500e-03, eta: 2 days, 16:38:26, time: 1.040, data_time: 0.272, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7484, loss_cls: 2.1467, loss: 2.1467, grad_norm: 5.1319 2020-10-01 13:33:03,397 - mmaction - INFO - Epoch [22][60/2825] lr: 7.500e-03, eta: 2 days, 16:38:03, time: 1.020, data_time: 0.180, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.2294 2020-10-01 13:33:25,410 - mmaction - INFO - Epoch [22][80/2825] lr: 7.500e-03, eta: 2 days, 16:37:47, time: 1.099, data_time: 0.025, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7523, loss_cls: 2.1296, loss: 2.1296, grad_norm: 5.1484 2020-10-01 13:33:47,606 - mmaction - INFO - Epoch [22][100/2825] lr: 7.500e-03, eta: 2 days, 16:37:31, time: 1.111, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7435, loss_cls: 2.2017, loss: 2.2017, grad_norm: 5.2038 2020-10-01 13:34:06,853 - mmaction - INFO - Epoch [22][120/2825] lr: 7.500e-03, eta: 2 days, 16:37:04, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7576, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.1026 2020-10-01 13:34:27,547 - mmaction - INFO - Epoch [22][140/2825] lr: 7.500e-03, eta: 2 days, 16:36:43, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.1206 2020-10-01 13:34:49,670 - mmaction - INFO - Epoch [22][160/2825] lr: 7.500e-03, eta: 2 days, 16:36:27, time: 1.106, data_time: 0.001, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7518, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.2148 2020-10-01 13:35:09,735 - mmaction - INFO - Epoch [22][180/2825] lr: 7.500e-03, eta: 2 days, 16:36:03, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7492, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.2398 2020-10-01 13:35:31,079 - mmaction - INFO - Epoch [22][200/2825] lr: 7.500e-03, eta: 2 days, 16:35:44, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7445, loss_cls: 2.1806, loss: 2.1806, grad_norm: 5.3352 2020-10-01 13:35:52,264 - mmaction - INFO - Epoch [22][220/2825] lr: 7.500e-03, eta: 2 days, 16:35:24, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7406, loss_cls: 2.1726, loss: 2.1726, grad_norm: 5.2876 2020-10-01 13:36:12,477 - mmaction - INFO - Epoch [22][240/2825] lr: 7.500e-03, eta: 2 days, 16:35:01, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7352, loss_cls: 2.2288, loss: 2.2288, grad_norm: 5.3087 2020-10-01 13:36:33,715 - mmaction - INFO - Epoch [22][260/2825] lr: 7.500e-03, eta: 2 days, 16:34:41, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7378, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.3015 2020-10-01 13:36:54,515 - mmaction - INFO - Epoch [22][280/2825] lr: 7.500e-03, eta: 2 days, 16:34:20, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7359, loss_cls: 2.2305, loss: 2.2305, grad_norm: 5.2284 2020-10-01 13:37:14,204 - mmaction - INFO - Epoch [22][300/2825] lr: 7.500e-03, eta: 2 days, 16:33:55, time: 0.984, data_time: 0.015, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7492, loss_cls: 2.2026, loss: 2.2026, grad_norm: 5.3002 2020-10-01 13:37:35,556 - mmaction - INFO - Epoch [22][320/2825] lr: 7.500e-03, eta: 2 days, 16:33:36, time: 1.068, data_time: 0.084, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7529, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.2211 2020-10-01 13:37:56,209 - mmaction - INFO - Epoch [22][340/2825] lr: 7.500e-03, eta: 2 days, 16:33:14, time: 1.033, data_time: 0.089, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7378, loss_cls: 2.2243, loss: 2.2243, grad_norm: 5.3122 2020-10-01 13:38:16,609 - mmaction - INFO - Epoch [22][360/2825] lr: 7.500e-03, eta: 2 days, 16:32:52, time: 1.019, data_time: 0.204, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7388, loss_cls: 2.2195, loss: 2.2195, grad_norm: 5.3440 2020-10-01 13:38:36,801 - mmaction - INFO - Epoch [22][380/2825] lr: 7.500e-03, eta: 2 days, 16:32:28, time: 1.010, data_time: 0.071, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7443, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.2893 2020-10-01 13:38:57,880 - mmaction - INFO - Epoch [22][400/2825] lr: 7.500e-03, eta: 2 days, 16:32:08, time: 1.054, data_time: 0.222, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7354, loss_cls: 2.2270, loss: 2.2270, grad_norm: 5.3016 2020-10-01 13:39:18,164 - mmaction - INFO - Epoch [22][420/2825] lr: 7.500e-03, eta: 2 days, 16:31:45, time: 1.014, data_time: 0.237, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7448, loss_cls: 2.2113, loss: 2.2113, grad_norm: 5.3522 2020-10-01 13:39:38,649 - mmaction - INFO - Epoch [22][440/2825] lr: 7.500e-03, eta: 2 days, 16:31:23, time: 1.023, data_time: 0.020, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7573, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.2024 2020-10-01 13:39:59,545 - mmaction - INFO - Epoch [22][460/2825] lr: 7.500e-03, eta: 2 days, 16:31:02, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7396, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.2798 2020-10-01 13:40:20,238 - mmaction - INFO - Epoch [22][480/2825] lr: 7.500e-03, eta: 2 days, 16:30:41, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7448, loss_cls: 2.1961, loss: 2.1961, grad_norm: 5.2948 2020-10-01 13:40:41,240 - mmaction - INFO - Epoch [22][500/2825] lr: 7.500e-03, eta: 2 days, 16:30:21, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7331, loss_cls: 2.2491, loss: 2.2491, grad_norm: 5.2836 2020-10-01 13:41:01,643 - mmaction - INFO - Epoch [22][520/2825] lr: 7.500e-03, eta: 2 days, 16:29:58, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7336, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.3225 2020-10-01 13:41:21,415 - mmaction - INFO - Epoch [22][540/2825] lr: 7.500e-03, eta: 2 days, 16:29:33, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7448, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.2569 2020-10-01 13:41:42,492 - mmaction - INFO - Epoch [22][560/2825] lr: 7.500e-03, eta: 2 days, 16:29:13, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7503, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.2614 2020-10-01 13:42:03,227 - mmaction - INFO - Epoch [22][580/2825] lr: 7.500e-03, eta: 2 days, 16:28:52, time: 1.037, data_time: 0.032, memory: 8353, top1_acc: 0.4917, top5_acc: 0.7279, loss_cls: 2.2706, loss: 2.2706, grad_norm: 5.3452 2020-10-01 13:42:25,573 - mmaction - INFO - Epoch [22][600/2825] lr: 7.500e-03, eta: 2 days, 16:28:37, time: 1.118, data_time: 0.002, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7482, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.1860 2020-10-01 13:42:44,653 - mmaction - INFO - Epoch [22][620/2825] lr: 7.500e-03, eta: 2 days, 16:28:09, time: 0.954, data_time: 0.096, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7430, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.2925 2020-10-01 13:43:05,471 - mmaction - INFO - Epoch [22][640/2825] lr: 7.500e-03, eta: 2 days, 16:27:48, time: 1.041, data_time: 0.423, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7299, loss_cls: 2.2463, loss: 2.2463, grad_norm: 5.3394 2020-10-01 13:43:25,621 - mmaction - INFO - Epoch [22][660/2825] lr: 7.500e-03, eta: 2 days, 16:27:25, time: 1.007, data_time: 0.057, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7326, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.2998 2020-10-01 13:43:47,302 - mmaction - INFO - Epoch [22][680/2825] lr: 7.500e-03, eta: 2 days, 16:27:07, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7391, loss_cls: 2.2067, loss: 2.2067, grad_norm: 5.1975 2020-10-01 13:44:08,055 - mmaction - INFO - Epoch [22][700/2825] lr: 7.500e-03, eta: 2 days, 16:26:46, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.4958, top5_acc: 0.7357, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.3135 2020-10-01 13:44:28,743 - mmaction - INFO - Epoch [22][720/2825] lr: 7.500e-03, eta: 2 days, 16:26:24, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.4997, top5_acc: 0.7385, loss_cls: 2.2303, loss: 2.2303, grad_norm: 5.2438 2020-10-01 13:44:49,315 - mmaction - INFO - Epoch [22][740/2825] lr: 7.500e-03, eta: 2 days, 16:26:02, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7346, loss_cls: 2.2348, loss: 2.2348, grad_norm: 5.2316 2020-10-01 13:45:09,800 - mmaction - INFO - Epoch [22][760/2825] lr: 7.500e-03, eta: 2 days, 16:25:40, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7432, loss_cls: 2.2115, loss: 2.2115, grad_norm: 5.1862 2020-10-01 13:45:32,306 - mmaction - INFO - Epoch [22][780/2825] lr: 7.500e-03, eta: 2 days, 16:25:25, time: 1.127, data_time: 0.003, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7443, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.2014 2020-10-01 13:45:52,363 - mmaction - INFO - Epoch [22][800/2825] lr: 7.500e-03, eta: 2 days, 16:25:01, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7471, loss_cls: 2.1787, loss: 2.1787, grad_norm: 5.3266 2020-10-01 13:46:11,972 - mmaction - INFO - Epoch [22][820/2825] lr: 7.500e-03, eta: 2 days, 16:24:36, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7466, loss_cls: 2.2232, loss: 2.2232, grad_norm: 5.2504 2020-10-01 13:46:32,841 - mmaction - INFO - Epoch [22][840/2825] lr: 7.500e-03, eta: 2 days, 16:24:15, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7411, loss_cls: 2.1940, loss: 2.1940, grad_norm: 5.2683 2020-10-01 13:46:54,009 - mmaction - INFO - Epoch [22][860/2825] lr: 7.500e-03, eta: 2 days, 16:23:55, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7404, loss_cls: 2.1832, loss: 2.1832, grad_norm: 5.1949 2020-10-01 13:47:14,862 - mmaction - INFO - Epoch [22][880/2825] lr: 7.500e-03, eta: 2 days, 16:23:34, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.4854, top5_acc: 0.7193, loss_cls: 2.3034, loss: 2.3034, grad_norm: 5.5243 2020-10-01 13:47:34,993 - mmaction - INFO - Epoch [22][900/2825] lr: 7.500e-03, eta: 2 days, 16:23:11, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7414, loss_cls: 2.2070, loss: 2.2070, grad_norm: 5.3287 2020-10-01 13:47:55,450 - mmaction - INFO - Epoch [22][920/2825] lr: 7.500e-03, eta: 2 days, 16:22:49, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7448, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.2185 2020-10-01 13:48:16,524 - mmaction - INFO - Epoch [22][940/2825] lr: 7.500e-03, eta: 2 days, 16:22:29, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.4893, top5_acc: 0.7310, loss_cls: 2.2786, loss: 2.2786, grad_norm: 5.3373 2020-10-01 13:48:37,583 - mmaction - INFO - Epoch [22][960/2825] lr: 7.500e-03, eta: 2 days, 16:22:08, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.4854, top5_acc: 0.7430, loss_cls: 2.2427, loss: 2.2427, grad_norm: 5.4230 2020-10-01 13:48:57,535 - mmaction - INFO - Epoch [22][980/2825] lr: 7.500e-03, eta: 2 days, 16:21:44, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7523, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.1391 2020-10-01 13:49:18,925 - mmaction - INFO - Epoch [22][1000/2825] lr: 7.500e-03, eta: 2 days, 16:21:25, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7370, loss_cls: 2.2386, loss: 2.2386, grad_norm: 5.3941 2020-10-01 13:49:39,993 - mmaction - INFO - Epoch [22][1020/2825] lr: 7.500e-03, eta: 2 days, 16:21:05, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7438, loss_cls: 2.2096, loss: 2.2096, grad_norm: 5.3173 2020-10-01 13:49:59,885 - mmaction - INFO - Epoch [22][1040/2825] lr: 7.500e-03, eta: 2 days, 16:20:41, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7495, loss_cls: 2.1739, loss: 2.1739, grad_norm: 5.3776 2020-10-01 13:50:20,152 - mmaction - INFO - Epoch [22][1060/2825] lr: 7.500e-03, eta: 2 days, 16:20:18, time: 1.014, data_time: 0.123, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7388, loss_cls: 2.2221, loss: 2.2221, grad_norm: 5.3776 2020-10-01 13:50:41,029 - mmaction - INFO - Epoch [22][1080/2825] lr: 7.500e-03, eta: 2 days, 16:19:57, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7372, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.3101 2020-10-01 13:51:01,574 - mmaction - INFO - Epoch [22][1100/2825] lr: 7.500e-03, eta: 2 days, 16:19:35, time: 1.027, data_time: 0.037, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7411, loss_cls: 2.2041, loss: 2.2041, grad_norm: 5.3514 2020-10-01 13:51:22,690 - mmaction - INFO - Epoch [22][1120/2825] lr: 7.500e-03, eta: 2 days, 16:19:15, time: 1.056, data_time: 0.174, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7526, loss_cls: 2.1336, loss: 2.1336, grad_norm: 5.2207 2020-10-01 13:51:42,740 - mmaction - INFO - Epoch [22][1140/2825] lr: 7.500e-03, eta: 2 days, 16:18:51, time: 1.003, data_time: 0.384, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7341, loss_cls: 2.2232, loss: 2.2232, grad_norm: 5.3340 2020-10-01 13:52:03,867 - mmaction - INFO - Epoch [22][1160/2825] lr: 7.500e-03, eta: 2 days, 16:18:32, time: 1.056, data_time: 0.293, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7318, loss_cls: 2.2510, loss: 2.2510, grad_norm: 5.3831 2020-10-01 13:52:25,718 - mmaction - INFO - Epoch [22][1180/2825] lr: 7.500e-03, eta: 2 days, 16:18:14, time: 1.091, data_time: 0.372, memory: 8353, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2986, loss: 2.2986, grad_norm: 5.3879 2020-10-01 13:52:47,175 - mmaction - INFO - Epoch [22][1200/2825] lr: 7.500e-03, eta: 2 days, 16:17:56, time: 1.074, data_time: 0.285, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.2065, loss: 2.2065, grad_norm: 5.2563 2020-10-01 13:53:07,639 - mmaction - INFO - Epoch [22][1220/2825] lr: 7.500e-03, eta: 2 days, 16:17:33, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7396, loss_cls: 2.2539, loss: 2.2539, grad_norm: 5.3641 2020-10-01 13:53:26,922 - mmaction - INFO - Epoch [22][1240/2825] lr: 7.500e-03, eta: 2 days, 16:17:07, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7510, loss_cls: 2.1576, loss: 2.1576, grad_norm: 5.2828 2020-10-01 13:53:47,547 - mmaction - INFO - Epoch [22][1260/2825] lr: 7.500e-03, eta: 2 days, 16:16:45, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7396, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.2553 2020-10-01 13:54:08,633 - mmaction - INFO - Epoch [22][1280/2825] lr: 7.500e-03, eta: 2 days, 16:16:25, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7487, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.2392 2020-10-01 13:54:29,197 - mmaction - INFO - Epoch [22][1300/2825] lr: 7.500e-03, eta: 2 days, 16:16:03, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7328, loss_cls: 2.2728, loss: 2.2728, grad_norm: 5.3544 2020-10-01 13:54:50,074 - mmaction - INFO - Epoch [22][1320/2825] lr: 7.500e-03, eta: 2 days, 16:15:42, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7435, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.2658 2020-10-01 13:55:11,673 - mmaction - INFO - Epoch [22][1340/2825] lr: 7.500e-03, eta: 2 days, 16:15:24, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7315, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.2872 2020-10-01 13:55:33,851 - mmaction - INFO - Epoch [22][1360/2825] lr: 7.500e-03, eta: 2 days, 16:15:08, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7391, loss_cls: 2.2400, loss: 2.2400, grad_norm: 5.4075 2020-10-01 13:55:54,675 - mmaction - INFO - Epoch [22][1380/2825] lr: 7.500e-03, eta: 2 days, 16:14:47, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7487, loss_cls: 2.1918, loss: 2.1918, grad_norm: 5.2676 2020-10-01 13:56:15,331 - mmaction - INFO - Epoch [22][1400/2825] lr: 7.500e-03, eta: 2 days, 16:14:26, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.4865, top5_acc: 0.7273, loss_cls: 2.2957, loss: 2.2957, grad_norm: 5.4578 2020-10-01 13:56:35,860 - mmaction - INFO - Epoch [22][1420/2825] lr: 7.500e-03, eta: 2 days, 16:14:04, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7508, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.2404 2020-10-01 13:56:55,739 - mmaction - INFO - Epoch [22][1440/2825] lr: 7.500e-03, eta: 2 days, 16:13:39, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.1979 2020-10-01 13:57:16,554 - mmaction - INFO - Epoch [22][1460/2825] lr: 7.500e-03, eta: 2 days, 16:13:18, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7323, loss_cls: 2.2409, loss: 2.2409, grad_norm: 5.3262 2020-10-01 13:57:38,206 - mmaction - INFO - Epoch [22][1480/2825] lr: 7.500e-03, eta: 2 days, 16:13:00, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.4961, top5_acc: 0.7346, loss_cls: 2.2399, loss: 2.2399, grad_norm: 5.2669 2020-10-01 13:57:57,386 - mmaction - INFO - Epoch [22][1500/2825] lr: 7.500e-03, eta: 2 days, 16:12:33, time: 0.959, data_time: 0.001, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7445, loss_cls: 2.1961, loss: 2.1961, grad_norm: 5.1595 2020-10-01 13:58:18,500 - mmaction - INFO - Epoch [22][1520/2825] lr: 7.500e-03, eta: 2 days, 16:12:13, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7401, loss_cls: 2.2311, loss: 2.2311, grad_norm: 5.3395 2020-10-01 13:58:39,913 - mmaction - INFO - Epoch [22][1540/2825] lr: 7.500e-03, eta: 2 days, 16:11:54, time: 1.071, data_time: 0.004, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7451, loss_cls: 2.1864, loss: 2.1864, grad_norm: 5.1698 2020-10-01 13:59:00,297 - mmaction - INFO - Epoch [22][1560/2825] lr: 7.500e-03, eta: 2 days, 16:11:32, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1983, loss: 2.1983, grad_norm: 5.3073 2020-10-01 13:59:20,229 - mmaction - INFO - Epoch [22][1580/2825] lr: 7.500e-03, eta: 2 days, 16:11:08, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7419, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.2913 2020-10-01 13:59:42,695 - mmaction - INFO - Epoch [22][1600/2825] lr: 7.500e-03, eta: 2 days, 16:10:53, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7391, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.1953 2020-10-01 14:00:02,777 - mmaction - INFO - Epoch [22][1620/2825] lr: 7.500e-03, eta: 2 days, 16:10:29, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7286, loss_cls: 2.2450, loss: 2.2450, grad_norm: 5.3094 2020-10-01 14:00:24,404 - mmaction - INFO - Epoch [22][1640/2825] lr: 7.500e-03, eta: 2 days, 16:10:11, time: 1.084, data_time: 0.005, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7305, loss_cls: 2.2299, loss: 2.2299, grad_norm: 5.3016 2020-10-01 14:00:44,402 - mmaction - INFO - Epoch [22][1660/2825] lr: 7.500e-03, eta: 2 days, 16:09:47, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7354, loss_cls: 2.2513, loss: 2.2513, grad_norm: 5.2822 2020-10-01 14:01:05,212 - mmaction - INFO - Epoch [22][1680/2825] lr: 7.500e-03, eta: 2 days, 16:09:26, time: 1.039, data_time: 0.180, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7307, loss_cls: 2.2545, loss: 2.2545, grad_norm: 5.2909 2020-10-01 14:01:26,581 - mmaction - INFO - Epoch [22][1700/2825] lr: 7.500e-03, eta: 2 days, 16:09:07, time: 1.069, data_time: 0.448, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7453, loss_cls: 2.2113, loss: 2.2113, grad_norm: 5.4264 2020-10-01 14:01:47,030 - mmaction - INFO - Epoch [22][1720/2825] lr: 7.500e-03, eta: 2 days, 16:08:45, time: 1.022, data_time: 0.132, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7469, loss_cls: 2.1728, loss: 2.1728, grad_norm: 5.2568 2020-10-01 14:02:08,425 - mmaction - INFO - Epoch [22][1740/2825] lr: 7.500e-03, eta: 2 days, 16:08:26, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7560, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.3430 2020-10-01 14:02:27,863 - mmaction - INFO - Epoch [22][1760/2825] lr: 7.500e-03, eta: 2 days, 16:08:00, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7453, loss_cls: 2.1258, loss: 2.1258, grad_norm: 5.2605 2020-10-01 14:02:49,022 - mmaction - INFO - Epoch [22][1780/2825] lr: 7.500e-03, eta: 2 days, 16:07:40, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7398, loss_cls: 2.2281, loss: 2.2281, grad_norm: 5.3156 2020-10-01 14:03:10,076 - mmaction - INFO - Epoch [22][1800/2825] lr: 7.500e-03, eta: 2 days, 16:07:20, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7424, loss_cls: 2.2071, loss: 2.2071, grad_norm: 5.2184 2020-10-01 14:03:29,770 - mmaction - INFO - Epoch [22][1820/2825] lr: 7.500e-03, eta: 2 days, 16:06:55, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.1529 2020-10-01 14:03:50,526 - mmaction - INFO - Epoch [22][1840/2825] lr: 7.500e-03, eta: 2 days, 16:06:34, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7372, loss_cls: 2.2463, loss: 2.2463, grad_norm: 5.3163 2020-10-01 14:04:10,650 - mmaction - INFO - Epoch [22][1860/2825] lr: 7.500e-03, eta: 2 days, 16:06:10, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7448, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.2581 2020-10-01 14:04:31,627 - mmaction - INFO - Epoch [22][1880/2825] lr: 7.500e-03, eta: 2 days, 16:05:50, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7393, loss_cls: 2.2147, loss: 2.2147, grad_norm: 5.2962 2020-10-01 14:04:51,814 - mmaction - INFO - Epoch [22][1900/2825] lr: 7.500e-03, eta: 2 days, 16:05:26, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7435, loss_cls: 2.2026, loss: 2.2026, grad_norm: 5.3831 2020-10-01 14:05:13,090 - mmaction - INFO - Epoch [22][1920/2825] lr: 7.500e-03, eta: 2 days, 16:05:07, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7388, loss_cls: 2.2260, loss: 2.2260, grad_norm: 5.2220 2020-10-01 14:05:34,369 - mmaction - INFO - Epoch [22][1940/2825] lr: 7.500e-03, eta: 2 days, 16:04:48, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7346, loss_cls: 2.1793, loss: 2.1793, grad_norm: 5.2680 2020-10-01 14:05:53,396 - mmaction - INFO - Epoch [22][1960/2825] lr: 7.500e-03, eta: 2 days, 16:04:20, time: 0.952, data_time: 0.002, memory: 8353, top1_acc: 0.4896, top5_acc: 0.7352, loss_cls: 2.2509, loss: 2.2509, grad_norm: 5.4045 2020-10-01 14:06:15,107 - mmaction - INFO - Epoch [22][1980/2825] lr: 7.500e-03, eta: 2 days, 16:04:03, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7477, loss_cls: 2.2025, loss: 2.2025, grad_norm: 5.3008 2020-10-01 14:06:35,559 - mmaction - INFO - Epoch [22][2000/2825] lr: 7.500e-03, eta: 2 days, 16:03:40, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1969, loss: 2.1969, grad_norm: 5.2426 2020-10-01 14:06:56,476 - mmaction - INFO - Epoch [22][2020/2825] lr: 7.500e-03, eta: 2 days, 16:03:20, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7380, loss_cls: 2.2461, loss: 2.2461, grad_norm: 5.3222 2020-10-01 14:07:16,067 - mmaction - INFO - Epoch [22][2040/2825] lr: 7.500e-03, eta: 2 days, 16:02:54, time: 0.980, data_time: 0.003, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7339, loss_cls: 2.2035, loss: 2.2035, grad_norm: 5.2023 2020-10-01 14:07:36,081 - mmaction - INFO - Epoch [22][2060/2825] lr: 7.500e-03, eta: 2 days, 16:02:30, time: 1.001, data_time: 0.026, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7508, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.1879 2020-10-01 14:07:57,151 - mmaction - INFO - Epoch [22][2080/2825] lr: 7.500e-03, eta: 2 days, 16:02:10, time: 1.053, data_time: 0.313, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7432, loss_cls: 2.2016, loss: 2.2016, grad_norm: 5.3881 2020-10-01 14:08:18,414 - mmaction - INFO - Epoch [22][2100/2825] lr: 7.500e-03, eta: 2 days, 16:01:51, time: 1.064, data_time: 0.431, memory: 8353, top1_acc: 0.4948, top5_acc: 0.7297, loss_cls: 2.2256, loss: 2.2256, grad_norm: 5.2687 2020-10-01 14:08:38,928 - mmaction - INFO - Epoch [22][2120/2825] lr: 7.500e-03, eta: 2 days, 16:01:29, time: 1.025, data_time: 0.174, memory: 8353, top1_acc: 0.4818, top5_acc: 0.7357, loss_cls: 2.2504, loss: 2.2504, grad_norm: 5.3235 2020-10-01 14:08:58,842 - mmaction - INFO - Epoch [22][2140/2825] lr: 7.500e-03, eta: 2 days, 16:01:05, time: 0.997, data_time: 0.065, memory: 8353, top1_acc: 0.4953, top5_acc: 0.7214, loss_cls: 2.2759, loss: 2.2759, grad_norm: 5.1890 2020-10-01 14:09:20,306 - mmaction - INFO - Epoch [22][2160/2825] lr: 7.500e-03, eta: 2 days, 16:00:46, time: 1.072, data_time: 0.016, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7471, loss_cls: 2.1716, loss: 2.1716, grad_norm: 5.1547 2020-10-01 14:09:40,242 - mmaction - INFO - Epoch [22][2180/2825] lr: 7.500e-03, eta: 2 days, 16:00:22, time: 0.998, data_time: 0.220, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7495, loss_cls: 2.1801, loss: 2.1801, grad_norm: 5.2297 2020-10-01 14:10:02,273 - mmaction - INFO - Epoch [22][2200/2825] lr: 7.500e-03, eta: 2 days, 16:00:05, time: 1.102, data_time: 0.484, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7492, loss_cls: 2.1878, loss: 2.1878, grad_norm: 5.1661 2020-10-01 14:10:23,176 - mmaction - INFO - Epoch [22][2220/2825] lr: 7.500e-03, eta: 2 days, 15:59:44, time: 1.045, data_time: 0.433, memory: 8353, top1_acc: 0.4922, top5_acc: 0.7331, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.3666 2020-10-01 14:10:42,462 - mmaction - INFO - Epoch [22][2240/2825] lr: 7.500e-03, eta: 2 days, 15:59:18, time: 0.964, data_time: 0.344, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7297, loss_cls: 2.2355, loss: 2.2355, grad_norm: 5.2662 2020-10-01 14:11:03,399 - mmaction - INFO - Epoch [22][2260/2825] lr: 7.500e-03, eta: 2 days, 15:58:57, time: 1.047, data_time: 0.145, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7445, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.2302 2020-10-01 14:11:24,377 - mmaction - INFO - Epoch [22][2280/2825] lr: 7.500e-03, eta: 2 days, 15:58:37, time: 1.049, data_time: 0.021, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7495, loss_cls: 2.1517, loss: 2.1517, grad_norm: 5.2192 2020-10-01 14:11:45,263 - mmaction - INFO - Epoch [22][2300/2825] lr: 7.500e-03, eta: 2 days, 15:58:16, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7414, loss_cls: 2.2092, loss: 2.2092, grad_norm: 5.2472 2020-10-01 14:12:05,612 - mmaction - INFO - Epoch [22][2320/2825] lr: 7.500e-03, eta: 2 days, 15:57:54, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.4937, top5_acc: 0.7357, loss_cls: 2.2572, loss: 2.2572, grad_norm: 5.2798 2020-10-01 14:12:26,427 - mmaction - INFO - Epoch [22][2340/2825] lr: 7.500e-03, eta: 2 days, 15:57:33, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7401, loss_cls: 2.2223, loss: 2.2223, grad_norm: 5.3021 2020-10-01 14:12:48,550 - mmaction - INFO - Epoch [22][2360/2825] lr: 7.500e-03, eta: 2 days, 15:57:16, time: 1.107, data_time: 0.003, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.1149 2020-10-01 14:13:08,095 - mmaction - INFO - Epoch [22][2380/2825] lr: 7.500e-03, eta: 2 days, 15:56:51, time: 0.977, data_time: 0.001, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7443, loss_cls: 2.1615, loss: 2.1615, grad_norm: 5.2530 2020-10-01 14:13:28,186 - mmaction - INFO - Epoch [22][2400/2825] lr: 7.500e-03, eta: 2 days, 15:56:27, time: 1.006, data_time: 0.063, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7370, loss_cls: 2.2158, loss: 2.2158, grad_norm: 5.3256 2020-10-01 14:13:49,108 - mmaction - INFO - Epoch [22][2420/2825] lr: 7.500e-03, eta: 2 days, 15:56:07, time: 1.046, data_time: 0.230, memory: 8353, top1_acc: 0.4823, top5_acc: 0.7263, loss_cls: 2.3036, loss: 2.3036, grad_norm: 5.3783 2020-10-01 14:14:10,053 - mmaction - INFO - Epoch [22][2440/2825] lr: 7.500e-03, eta: 2 days, 15:55:46, time: 1.047, data_time: 0.404, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7380, loss_cls: 2.2102, loss: 2.2102, grad_norm: 5.2909 2020-10-01 14:14:30,195 - mmaction - INFO - Epoch [22][2460/2825] lr: 7.500e-03, eta: 2 days, 15:55:23, time: 1.007, data_time: 0.339, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.2064, loss: 2.2064, grad_norm: 5.2158 2020-10-01 14:14:50,267 - mmaction - INFO - Epoch [22][2480/2825] lr: 7.500e-03, eta: 2 days, 15:54:59, time: 1.004, data_time: 0.063, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.2091, loss: 2.2091, grad_norm: 5.2129 2020-10-01 14:15:10,389 - mmaction - INFO - Epoch [22][2500/2825] lr: 7.500e-03, eta: 2 days, 15:54:36, time: 1.005, data_time: 0.007, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7471, loss_cls: 2.2080, loss: 2.2080, grad_norm: 5.4856 2020-10-01 14:15:31,631 - mmaction - INFO - Epoch [22][2520/2825] lr: 7.500e-03, eta: 2 days, 15:54:16, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.2489 2020-10-01 14:15:52,650 - mmaction - INFO - Epoch [22][2540/2825] lr: 7.500e-03, eta: 2 days, 15:53:56, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7318, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.2848 2020-10-01 14:16:14,391 - mmaction - INFO - Epoch [22][2560/2825] lr: 7.500e-03, eta: 2 days, 15:53:38, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7419, loss_cls: 2.2090, loss: 2.2090, grad_norm: 5.2923 2020-10-01 14:16:35,522 - mmaction - INFO - Epoch [22][2580/2825] lr: 7.500e-03, eta: 2 days, 15:53:18, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7430, loss_cls: 2.2327, loss: 2.2327, grad_norm: 5.3080 2020-10-01 14:16:55,460 - mmaction - INFO - Epoch [22][2600/2825] lr: 7.500e-03, eta: 2 days, 15:52:54, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7544, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.2238 2020-10-01 14:17:16,164 - mmaction - INFO - Epoch [22][2620/2825] lr: 7.500e-03, eta: 2 days, 15:52:33, time: 1.035, data_time: 0.020, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1822, loss: 2.1822, grad_norm: 5.2535 2020-10-01 14:17:38,113 - mmaction - INFO - Epoch [22][2640/2825] lr: 7.500e-03, eta: 2 days, 15:52:16, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7469, loss_cls: 2.1878, loss: 2.1878, grad_norm: 5.3019 2020-10-01 14:17:57,553 - mmaction - INFO - Epoch [22][2660/2825] lr: 7.500e-03, eta: 2 days, 15:51:50, time: 0.971, data_time: 0.001, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7443, loss_cls: 2.1791, loss: 2.1791, grad_norm: 5.2353 2020-10-01 14:18:18,379 - mmaction - INFO - Epoch [22][2680/2825] lr: 7.500e-03, eta: 2 days, 15:51:29, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7328, loss_cls: 2.2426, loss: 2.2426, grad_norm: 5.2973 2020-10-01 14:18:39,352 - mmaction - INFO - Epoch [22][2700/2825] lr: 7.500e-03, eta: 2 days, 15:51:09, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.4930, top5_acc: 0.7443, loss_cls: 2.2357, loss: 2.2357, grad_norm: 5.4471 2020-10-01 14:19:00,901 - mmaction - INFO - Epoch [22][2720/2825] lr: 7.500e-03, eta: 2 days, 15:50:50, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7427, loss_cls: 2.1967, loss: 2.1967, grad_norm: 5.3319 2020-10-01 14:19:21,244 - mmaction - INFO - Epoch [22][2740/2825] lr: 7.500e-03, eta: 2 days, 15:50:28, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7435, loss_cls: 2.1818, loss: 2.1818, grad_norm: 5.2342 2020-10-01 14:19:40,920 - mmaction - INFO - Epoch [22][2760/2825] lr: 7.500e-03, eta: 2 days, 15:50:03, time: 0.984, data_time: 0.047, memory: 8353, top1_acc: 0.4982, top5_acc: 0.7349, loss_cls: 2.2348, loss: 2.2348, grad_norm: 5.3364 2020-10-01 14:20:02,591 - mmaction - INFO - Epoch [22][2780/2825] lr: 7.500e-03, eta: 2 days, 15:49:45, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7427, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.2663 2020-10-01 14:20:22,268 - mmaction - INFO - Epoch [22][2800/2825] lr: 7.500e-03, eta: 2 days, 15:49:20, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7359, loss_cls: 2.2015, loss: 2.2015, grad_norm: 5.2491 2020-10-01 14:20:43,630 - mmaction - INFO - Epoch [22][2820/2825] lr: 7.500e-03, eta: 2 days, 15:49:01, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7510, loss_cls: 2.1899, loss: 2.1899, grad_norm: 5.3150 2020-10-01 14:20:49,618 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-10-01 14:21:36,998 - mmaction - INFO - Epoch [23][20/2825] lr: 7.500e-03, eta: 2 days, 15:49:45, time: 2.299, data_time: 1.528, memory: 8353, top1_acc: 0.4997, top5_acc: 0.7357, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.3721 2020-10-01 14:21:57,905 - mmaction - INFO - Epoch [23][40/2825] lr: 7.500e-03, eta: 2 days, 15:49:25, time: 1.046, data_time: 0.059, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7401, loss_cls: 2.1937, loss: 2.1937, grad_norm: 5.2503 2020-10-01 14:22:19,393 - mmaction - INFO - Epoch [23][60/2825] lr: 7.500e-03, eta: 2 days, 15:49:06, time: 1.074, data_time: 0.088, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7419, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.2769 2020-10-01 14:22:40,429 - mmaction - INFO - Epoch [23][80/2825] lr: 7.500e-03, eta: 2 days, 15:48:46, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7357, loss_cls: 2.2055, loss: 2.2055, grad_norm: 5.2422 2020-10-01 14:23:00,522 - mmaction - INFO - Epoch [23][100/2825] lr: 7.500e-03, eta: 2 days, 15:48:22, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7526, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.1167 2020-10-01 14:23:20,829 - mmaction - INFO - Epoch [23][120/2825] lr: 7.500e-03, eta: 2 days, 15:47:59, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7547, loss_cls: 2.1372, loss: 2.1372, grad_norm: 5.1805 2020-10-01 14:23:41,887 - mmaction - INFO - Epoch [23][140/2825] lr: 7.500e-03, eta: 2 days, 15:47:39, time: 1.053, data_time: 0.008, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7529, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.3749 2020-10-01 14:24:02,843 - mmaction - INFO - Epoch [23][160/2825] lr: 7.500e-03, eta: 2 days, 15:47:19, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7461, loss_cls: 2.1595, loss: 2.1595, grad_norm: 5.2144 2020-10-01 14:24:23,183 - mmaction - INFO - Epoch [23][180/2825] lr: 7.500e-03, eta: 2 days, 15:46:56, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7518, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.3024 2020-10-01 14:24:43,827 - mmaction - INFO - Epoch [23][200/2825] lr: 7.500e-03, eta: 2 days, 15:46:34, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7529, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.2472 2020-10-01 14:25:05,481 - mmaction - INFO - Epoch [23][220/2825] lr: 7.500e-03, eta: 2 days, 15:46:16, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7549, loss_cls: 2.1399, loss: 2.1399, grad_norm: 5.3052 2020-10-01 14:25:26,540 - mmaction - INFO - Epoch [23][240/2825] lr: 7.500e-03, eta: 2 days, 15:45:56, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7510, loss_cls: 2.1372, loss: 2.1372, grad_norm: 5.2673 2020-10-01 14:25:46,459 - mmaction - INFO - Epoch [23][260/2825] lr: 7.500e-03, eta: 2 days, 15:45:32, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7419, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.2188 2020-10-01 14:26:07,614 - mmaction - INFO - Epoch [23][280/2825] lr: 7.500e-03, eta: 2 days, 15:45:12, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7448, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.2791 2020-10-01 14:26:29,597 - mmaction - INFO - Epoch [23][300/2825] lr: 7.500e-03, eta: 2 days, 15:44:55, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7284, loss_cls: 2.2622, loss: 2.2622, grad_norm: 5.4119 2020-10-01 14:26:47,865 - mmaction - INFO - Epoch [23][320/2825] lr: 7.500e-03, eta: 2 days, 15:44:25, time: 0.914, data_time: 0.002, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7443, loss_cls: 2.1492, loss: 2.1492, grad_norm: 5.1815 2020-10-01 14:27:09,545 - mmaction - INFO - Epoch [23][340/2825] lr: 7.500e-03, eta: 2 days, 15:44:07, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7484, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.2340 2020-10-01 14:27:30,237 - mmaction - INFO - Epoch [23][360/2825] lr: 7.500e-03, eta: 2 days, 15:43:46, time: 1.035, data_time: 0.008, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7435, loss_cls: 2.1885, loss: 2.1885, grad_norm: 5.2672 2020-10-01 14:27:51,081 - mmaction - INFO - Epoch [23][380/2825] lr: 7.500e-03, eta: 2 days, 15:43:25, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7536, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.3086 2020-10-01 14:28:11,816 - mmaction - INFO - Epoch [23][400/2825] lr: 7.500e-03, eta: 2 days, 15:43:04, time: 1.037, data_time: 0.003, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7586, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.2626 2020-10-01 14:28:32,131 - mmaction - INFO - Epoch [23][420/2825] lr: 7.500e-03, eta: 2 days, 15:42:41, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.4919, top5_acc: 0.7344, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.2359 2020-10-01 14:28:52,300 - mmaction - INFO - Epoch [23][440/2825] lr: 7.500e-03, eta: 2 days, 15:42:18, time: 1.009, data_time: 0.078, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7469, loss_cls: 2.1839, loss: 2.1839, grad_norm: 5.1821 2020-10-01 14:29:13,096 - mmaction - INFO - Epoch [23][460/2825] lr: 7.500e-03, eta: 2 days, 15:41:56, time: 1.039, data_time: 0.079, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7609, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.0744 2020-10-01 14:29:33,323 - mmaction - INFO - Epoch [23][480/2825] lr: 7.500e-03, eta: 2 days, 15:41:33, time: 1.011, data_time: 0.026, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7505, loss_cls: 2.1290, loss: 2.1290, grad_norm: 5.1570 2020-10-01 14:29:55,091 - mmaction - INFO - Epoch [23][500/2825] lr: 7.500e-03, eta: 2 days, 15:41:16, time: 1.089, data_time: 0.275, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7521, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.1846 2020-10-01 14:30:17,020 - mmaction - INFO - Epoch [23][520/2825] lr: 7.500e-03, eta: 2 days, 15:40:59, time: 1.096, data_time: 0.356, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.2240, loss: 2.2240, grad_norm: 5.2402 2020-10-01 14:30:37,631 - mmaction - INFO - Epoch [23][540/2825] lr: 7.500e-03, eta: 2 days, 15:40:37, time: 1.031, data_time: 0.281, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7419, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.3039 2020-10-01 14:30:58,727 - mmaction - INFO - Epoch [23][560/2825] lr: 7.500e-03, eta: 2 days, 15:40:17, time: 1.055, data_time: 0.229, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.2647 2020-10-01 14:31:20,178 - mmaction - INFO - Epoch [23][580/2825] lr: 7.500e-03, eta: 2 days, 15:39:58, time: 1.073, data_time: 0.189, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7445, loss_cls: 2.1990, loss: 2.1990, grad_norm: 5.3042 2020-10-01 14:31:39,367 - mmaction - INFO - Epoch [23][600/2825] lr: 7.500e-03, eta: 2 days, 15:39:31, time: 0.960, data_time: 0.316, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7552, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.3384 2020-10-01 14:32:00,673 - mmaction - INFO - Epoch [23][620/2825] lr: 7.500e-03, eta: 2 days, 15:39:12, time: 1.066, data_time: 0.193, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.2370 2020-10-01 14:32:21,116 - mmaction - INFO - Epoch [23][640/2825] lr: 7.500e-03, eta: 2 days, 15:38:50, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7518, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.3351 2020-10-01 14:32:41,980 - mmaction - INFO - Epoch [23][660/2825] lr: 7.500e-03, eta: 2 days, 15:38:29, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.4878, top5_acc: 0.7273, loss_cls: 2.2768, loss: 2.2768, grad_norm: 5.4345 2020-10-01 14:33:02,605 - mmaction - INFO - Epoch [23][680/2825] lr: 7.500e-03, eta: 2 days, 15:38:07, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7378, loss_cls: 2.1899, loss: 2.1899, grad_norm: 5.1762 2020-10-01 14:33:22,980 - mmaction - INFO - Epoch [23][700/2825] lr: 7.500e-03, eta: 2 days, 15:37:45, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7451, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.2419 2020-10-01 14:33:44,117 - mmaction - INFO - Epoch [23][720/2825] lr: 7.500e-03, eta: 2 days, 15:37:25, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7417, loss_cls: 2.2062, loss: 2.2062, grad_norm: 5.2180 2020-10-01 14:34:04,165 - mmaction - INFO - Epoch [23][740/2825] lr: 7.500e-03, eta: 2 days, 15:37:01, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7424, loss_cls: 2.1925, loss: 2.1925, grad_norm: 5.2288 2020-10-01 14:34:25,322 - mmaction - INFO - Epoch [23][760/2825] lr: 7.500e-03, eta: 2 days, 15:36:41, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7474, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.2792 2020-10-01 14:34:46,117 - mmaction - INFO - Epoch [23][780/2825] lr: 7.500e-03, eta: 2 days, 15:36:20, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7474, loss_cls: 2.2233, loss: 2.2233, grad_norm: 5.3341 2020-10-01 14:35:06,323 - mmaction - INFO - Epoch [23][800/2825] lr: 7.500e-03, eta: 2 days, 15:35:57, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7419, loss_cls: 2.1802, loss: 2.1802, grad_norm: 5.1996 2020-10-01 14:35:28,466 - mmaction - INFO - Epoch [23][820/2825] lr: 7.500e-03, eta: 2 days, 15:35:41, time: 1.107, data_time: 0.003, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7378, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.3061 2020-10-01 14:35:50,282 - mmaction - INFO - Epoch [23][840/2825] lr: 7.500e-03, eta: 2 days, 15:35:23, time: 1.092, data_time: 0.003, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7427, loss_cls: 2.2063, loss: 2.2063, grad_norm: 5.3353 2020-10-01 14:36:10,266 - mmaction - INFO - Epoch [23][860/2825] lr: 7.500e-03, eta: 2 days, 15:34:59, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7440, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.2732 2020-10-01 14:36:30,846 - mmaction - INFO - Epoch [23][880/2825] lr: 7.500e-03, eta: 2 days, 15:34:38, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7440, loss_cls: 2.2092, loss: 2.2092, grad_norm: 5.4359 2020-10-01 14:36:52,019 - mmaction - INFO - Epoch [23][900/2825] lr: 7.500e-03, eta: 2 days, 15:34:18, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7477, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.2351 2020-10-01 14:37:11,667 - mmaction - INFO - Epoch [23][920/2825] lr: 7.500e-03, eta: 2 days, 15:33:53, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7469, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.2270 2020-10-01 14:37:32,431 - mmaction - INFO - Epoch [23][940/2825] lr: 7.500e-03, eta: 2 days, 15:33:32, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7417, loss_cls: 2.2004, loss: 2.2004, grad_norm: 5.2986 2020-10-01 14:37:53,875 - mmaction - INFO - Epoch [23][960/2825] lr: 7.500e-03, eta: 2 days, 15:33:13, time: 1.072, data_time: 0.021, memory: 8353, top1_acc: 0.5154, top5_acc: 0.7513, loss_cls: 2.1510, loss: 2.1510, grad_norm: 5.2294 2020-10-01 14:38:13,147 - mmaction - INFO - Epoch [23][980/2825] lr: 7.500e-03, eta: 2 days, 15:32:46, time: 0.963, data_time: 0.006, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.3401 2020-10-01 14:38:34,240 - mmaction - INFO - Epoch [23][1000/2825] lr: 7.500e-03, eta: 2 days, 15:32:26, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7547, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.2180 2020-10-01 14:38:54,525 - mmaction - INFO - Epoch [23][1020/2825] lr: 7.500e-03, eta: 2 days, 15:32:04, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7396, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.2874 2020-10-01 14:39:15,385 - mmaction - INFO - Epoch [23][1040/2825] lr: 7.500e-03, eta: 2 days, 15:31:43, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1580, loss: 2.1580, grad_norm: 5.2129 2020-10-01 14:39:36,098 - mmaction - INFO - Epoch [23][1060/2825] lr: 7.500e-03, eta: 2 days, 15:31:21, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7359, loss_cls: 2.2418, loss: 2.2418, grad_norm: 5.2746 2020-10-01 14:39:57,742 - mmaction - INFO - Epoch [23][1080/2825] lr: 7.500e-03, eta: 2 days, 15:31:03, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7313, loss_cls: 2.2559, loss: 2.2559, grad_norm: 5.3657 2020-10-01 14:40:17,139 - mmaction - INFO - Epoch [23][1100/2825] lr: 7.500e-03, eta: 2 days, 15:30:37, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7552, loss_cls: 2.1202, loss: 2.1202, grad_norm: 5.3052 2020-10-01 14:40:38,054 - mmaction - INFO - Epoch [23][1120/2825] lr: 7.500e-03, eta: 2 days, 15:30:17, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7448, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.2777 2020-10-01 14:40:58,839 - mmaction - INFO - Epoch [23][1140/2825] lr: 7.500e-03, eta: 2 days, 15:29:56, time: 1.040, data_time: 0.140, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7438, loss_cls: 2.2052, loss: 2.2052, grad_norm: 5.2257 2020-10-01 14:41:19,216 - mmaction - INFO - Epoch [23][1160/2825] lr: 7.500e-03, eta: 2 days, 15:29:33, time: 1.018, data_time: 0.131, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7440, loss_cls: 2.1728, loss: 2.1728, grad_norm: 5.2063 2020-10-01 14:41:40,358 - mmaction - INFO - Epoch [23][1180/2825] lr: 7.500e-03, eta: 2 days, 15:29:13, time: 1.058, data_time: 0.401, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1887, loss: 2.1887, grad_norm: 5.1864 2020-10-01 14:42:01,270 - mmaction - INFO - Epoch [23][1200/2825] lr: 7.500e-03, eta: 2 days, 15:28:52, time: 1.045, data_time: 0.175, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7544, loss_cls: 2.1540, loss: 2.1540, grad_norm: 5.2994 2020-10-01 14:42:22,130 - mmaction - INFO - Epoch [23][1220/2825] lr: 7.500e-03, eta: 2 days, 15:28:32, time: 1.043, data_time: 0.205, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7560, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.2142 2020-10-01 14:42:42,310 - mmaction - INFO - Epoch [23][1240/2825] lr: 7.500e-03, eta: 2 days, 15:28:08, time: 1.007, data_time: 0.196, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7482, loss_cls: 2.1916, loss: 2.1916, grad_norm: 5.2999 2020-10-01 14:43:02,159 - mmaction - INFO - Epoch [23][1260/2825] lr: 7.500e-03, eta: 2 days, 15:27:44, time: 0.994, data_time: 0.140, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7466, loss_cls: 2.2086, loss: 2.2086, grad_norm: 5.2367 2020-10-01 14:43:23,081 - mmaction - INFO - Epoch [23][1280/2825] lr: 7.500e-03, eta: 2 days, 15:27:23, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7393, loss_cls: 2.2372, loss: 2.2372, grad_norm: 5.3313 2020-10-01 14:43:43,973 - mmaction - INFO - Epoch [23][1300/2825] lr: 7.500e-03, eta: 2 days, 15:27:03, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7461, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.2856 2020-10-01 14:44:04,212 - mmaction - INFO - Epoch [23][1320/2825] lr: 7.500e-03, eta: 2 days, 15:26:40, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7510, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.2611 2020-10-01 14:44:24,667 - mmaction - INFO - Epoch [23][1340/2825] lr: 7.500e-03, eta: 2 days, 15:26:17, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7448, loss_cls: 2.1671, loss: 2.1671, grad_norm: 5.2864 2020-10-01 14:44:45,025 - mmaction - INFO - Epoch [23][1360/2825] lr: 7.500e-03, eta: 2 days, 15:25:55, time: 1.017, data_time: 0.099, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7437, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.2541 2020-10-01 14:45:07,019 - mmaction - INFO - Epoch [23][1380/2825] lr: 7.500e-03, eta: 2 days, 15:25:38, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7466, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.2034 2020-10-01 14:45:27,412 - mmaction - INFO - Epoch [23][1400/2825] lr: 7.500e-03, eta: 2 days, 15:25:16, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7458, loss_cls: 2.2123, loss: 2.2123, grad_norm: 5.3334 2020-10-01 14:45:46,973 - mmaction - INFO - Epoch [23][1420/2825] lr: 7.500e-03, eta: 2 days, 15:24:50, time: 0.978, data_time: 0.001, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7422, loss_cls: 2.1916, loss: 2.1916, grad_norm: 5.3206 2020-10-01 14:46:07,911 - mmaction - INFO - Epoch [23][1440/2825] lr: 7.500e-03, eta: 2 days, 15:24:30, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7385, loss_cls: 2.2089, loss: 2.2089, grad_norm: 5.2878 2020-10-01 14:46:28,106 - mmaction - INFO - Epoch [23][1460/2825] lr: 7.500e-03, eta: 2 days, 15:24:07, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7451, loss_cls: 2.2153, loss: 2.2153, grad_norm: 5.3894 2020-10-01 14:46:49,330 - mmaction - INFO - Epoch [23][1480/2825] lr: 7.500e-03, eta: 2 days, 15:23:47, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7417, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.3233 2020-10-01 14:47:10,289 - mmaction - INFO - Epoch [23][1500/2825] lr: 7.500e-03, eta: 2 days, 15:23:26, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7406, loss_cls: 2.2102, loss: 2.2102, grad_norm: 5.3211 2020-10-01 14:47:30,678 - mmaction - INFO - Epoch [23][1520/2825] lr: 7.500e-03, eta: 2 days, 15:23:04, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7549, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.2130 2020-10-01 14:47:51,321 - mmaction - INFO - Epoch [23][1540/2825] lr: 7.500e-03, eta: 2 days, 15:22:42, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7448, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.1888 2020-10-01 14:48:12,835 - mmaction - INFO - Epoch [23][1560/2825] lr: 7.500e-03, eta: 2 days, 15:22:24, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7505, loss_cls: 2.1627, loss: 2.1627, grad_norm: 5.3346 2020-10-01 14:48:32,577 - mmaction - INFO - Epoch [23][1580/2825] lr: 7.500e-03, eta: 2 days, 15:21:59, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7534, loss_cls: 2.1492, loss: 2.1492, grad_norm: 5.2449 2020-10-01 14:48:53,673 - mmaction - INFO - Epoch [23][1600/2825] lr: 7.500e-03, eta: 2 days, 15:21:39, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.2237 2020-10-01 14:49:14,636 - mmaction - INFO - Epoch [23][1620/2825] lr: 7.500e-03, eta: 2 days, 15:21:19, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7432, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.1916 2020-10-01 14:49:34,927 - mmaction - INFO - Epoch [23][1640/2825] lr: 7.500e-03, eta: 2 days, 15:20:56, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7474, loss_cls: 2.1856, loss: 2.1856, grad_norm: 5.3005 2020-10-01 14:49:56,303 - mmaction - INFO - Epoch [23][1660/2825] lr: 7.500e-03, eta: 2 days, 15:20:37, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7490, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.3631 2020-10-01 14:50:16,897 - mmaction - INFO - Epoch [23][1680/2825] lr: 7.500e-03, eta: 2 days, 15:20:15, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7469, loss_cls: 2.1654, loss: 2.1654, grad_norm: 5.2537 2020-10-01 14:50:38,042 - mmaction - INFO - Epoch [23][1700/2825] lr: 7.500e-03, eta: 2 days, 15:19:55, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7365, loss_cls: 2.2340, loss: 2.2340, grad_norm: 5.2302 2020-10-01 14:50:57,396 - mmaction - INFO - Epoch [23][1720/2825] lr: 7.500e-03, eta: 2 days, 15:19:29, time: 0.968, data_time: 0.071, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7503, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.0982 2020-10-01 14:51:18,429 - mmaction - INFO - Epoch [23][1740/2825] lr: 7.500e-03, eta: 2 days, 15:19:09, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7372, loss_cls: 2.2107, loss: 2.2107, grad_norm: 5.2322 2020-10-01 14:51:38,896 - mmaction - INFO - Epoch [23][1760/2825] lr: 7.500e-03, eta: 2 days, 15:18:47, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7297, loss_cls: 2.2322, loss: 2.2322, grad_norm: 5.2863 2020-10-01 14:51:58,886 - mmaction - INFO - Epoch [23][1780/2825] lr: 7.500e-03, eta: 2 days, 15:18:23, time: 0.999, data_time: 0.019, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7604, loss_cls: 2.1433, loss: 2.1433, grad_norm: 5.2112 2020-10-01 14:52:19,761 - mmaction - INFO - Epoch [23][1800/2825] lr: 7.500e-03, eta: 2 days, 15:18:02, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7500, loss_cls: 2.1719, loss: 2.1719, grad_norm: 5.1794 2020-10-01 14:52:41,494 - mmaction - INFO - Epoch [23][1820/2825] lr: 7.500e-03, eta: 2 days, 15:17:44, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7378, loss_cls: 2.2211, loss: 2.2211, grad_norm: 5.2841 2020-10-01 14:53:01,038 - mmaction - INFO - Epoch [23][1840/2825] lr: 7.500e-03, eta: 2 days, 15:17:19, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7437, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.2599 2020-10-01 14:53:21,773 - mmaction - INFO - Epoch [23][1860/2825] lr: 7.500e-03, eta: 2 days, 15:16:58, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7328, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.3504 2020-10-01 14:53:43,189 - mmaction - INFO - Epoch [23][1880/2825] lr: 7.500e-03, eta: 2 days, 15:16:39, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7557, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.2168 2020-10-01 14:54:03,671 - mmaction - INFO - Epoch [23][1900/2825] lr: 7.500e-03, eta: 2 days, 15:16:17, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7430, loss_cls: 2.2011, loss: 2.2011, grad_norm: 5.3027 2020-10-01 14:54:23,639 - mmaction - INFO - Epoch [23][1920/2825] lr: 7.500e-03, eta: 2 days, 15:15:53, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7451, loss_cls: 2.1863, loss: 2.1863, grad_norm: 5.2703 2020-10-01 14:54:44,479 - mmaction - INFO - Epoch [23][1940/2825] lr: 7.500e-03, eta: 2 days, 15:15:32, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7453, loss_cls: 2.1592, loss: 2.1592, grad_norm: 5.2668 2020-10-01 14:55:05,000 - mmaction - INFO - Epoch [23][1960/2825] lr: 7.500e-03, eta: 2 days, 15:15:10, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7453, loss_cls: 2.1799, loss: 2.1799, grad_norm: 5.3133 2020-10-01 14:55:25,485 - mmaction - INFO - Epoch [23][1980/2825] lr: 7.500e-03, eta: 2 days, 15:14:48, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.3124 2020-10-01 14:55:46,019 - mmaction - INFO - Epoch [23][2000/2825] lr: 7.500e-03, eta: 2 days, 15:14:26, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7464, loss_cls: 2.1572, loss: 2.1572, grad_norm: 5.2700 2020-10-01 14:56:06,791 - mmaction - INFO - Epoch [23][2020/2825] lr: 7.500e-03, eta: 2 days, 15:14:05, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7414, loss_cls: 2.1685, loss: 2.1685, grad_norm: 5.1496 2020-10-01 14:56:28,044 - mmaction - INFO - Epoch [23][2040/2825] lr: 7.500e-03, eta: 2 days, 15:13:45, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7341, loss_cls: 2.2311, loss: 2.2311, grad_norm: 5.4282 2020-10-01 14:56:48,142 - mmaction - INFO - Epoch [23][2060/2825] lr: 7.500e-03, eta: 2 days, 15:13:22, time: 1.005, data_time: 0.003, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7362, loss_cls: 2.2231, loss: 2.2231, grad_norm: 5.3439 2020-10-01 14:57:09,016 - mmaction - INFO - Epoch [23][2080/2825] lr: 7.500e-03, eta: 2 days, 15:13:01, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7310, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.3069 2020-10-01 14:57:30,256 - mmaction - INFO - Epoch [23][2100/2825] lr: 7.500e-03, eta: 2 days, 15:12:41, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7411, loss_cls: 2.1818, loss: 2.1818, grad_norm: 5.2694 2020-10-01 14:57:50,531 - mmaction - INFO - Epoch [23][2120/2825] lr: 7.500e-03, eta: 2 days, 15:12:19, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7378, loss_cls: 2.2244, loss: 2.2244, grad_norm: 5.2706 2020-10-01 14:58:11,269 - mmaction - INFO - Epoch [23][2140/2825] lr: 7.500e-03, eta: 2 days, 15:11:57, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7456, loss_cls: 2.1943, loss: 2.1943, grad_norm: 5.2440 2020-10-01 14:58:31,543 - mmaction - INFO - Epoch [23][2160/2825] lr: 7.500e-03, eta: 2 days, 15:11:35, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7370, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.3550 2020-10-01 14:58:53,589 - mmaction - INFO - Epoch [23][2180/2825] lr: 7.500e-03, eta: 2 days, 15:11:18, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7365, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.4510 2020-10-01 14:59:13,964 - mmaction - INFO - Epoch [23][2200/2825] lr: 7.500e-03, eta: 2 days, 15:10:55, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7471, loss_cls: 2.1972, loss: 2.1972, grad_norm: 5.2371 2020-10-01 14:59:34,315 - mmaction - INFO - Epoch [23][2220/2825] lr: 7.500e-03, eta: 2 days, 15:10:33, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7375, loss_cls: 2.2130, loss: 2.2130, grad_norm: 5.2630 2020-10-01 14:59:54,696 - mmaction - INFO - Epoch [23][2240/2825] lr: 7.500e-03, eta: 2 days, 15:10:10, time: 1.020, data_time: 0.043, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.2132 2020-10-01 15:00:16,846 - mmaction - INFO - Epoch [23][2260/2825] lr: 7.500e-03, eta: 2 days, 15:09:54, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7380, loss_cls: 2.2032, loss: 2.2032, grad_norm: 5.3052 2020-10-01 15:00:37,137 - mmaction - INFO - Epoch [23][2280/2825] lr: 7.500e-03, eta: 2 days, 15:09:31, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7461, loss_cls: 2.1786, loss: 2.1786, grad_norm: 5.2048 2020-10-01 15:00:58,246 - mmaction - INFO - Epoch [23][2300/2825] lr: 7.500e-03, eta: 2 days, 15:09:11, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.4974, top5_acc: 0.7385, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.2909 2020-10-01 15:01:18,725 - mmaction - INFO - Epoch [23][2320/2825] lr: 7.500e-03, eta: 2 days, 15:08:49, time: 1.025, data_time: 0.003, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.2037 2020-10-01 15:01:39,958 - mmaction - INFO - Epoch [23][2340/2825] lr: 7.500e-03, eta: 2 days, 15:08:29, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7354, loss_cls: 2.2106, loss: 2.2106, grad_norm: 5.2259 2020-10-01 15:02:00,030 - mmaction - INFO - Epoch [23][2360/2825] lr: 7.500e-03, eta: 2 days, 15:08:06, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.2439, loss: 2.2439, grad_norm: 5.4387 2020-10-01 15:02:21,811 - mmaction - INFO - Epoch [23][2380/2825] lr: 7.500e-03, eta: 2 days, 15:07:48, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7474, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.3328 2020-10-01 15:02:42,143 - mmaction - INFO - Epoch [23][2400/2825] lr: 7.500e-03, eta: 2 days, 15:07:26, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7518, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.1691 2020-10-01 15:03:02,567 - mmaction - INFO - Epoch [23][2420/2825] lr: 7.500e-03, eta: 2 days, 15:07:03, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7534, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.2182 2020-10-01 15:03:23,355 - mmaction - INFO - Epoch [23][2440/2825] lr: 7.500e-03, eta: 2 days, 15:06:42, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7385, loss_cls: 2.2197, loss: 2.2197, grad_norm: 5.2158 2020-10-01 15:03:43,956 - mmaction - INFO - Epoch [23][2460/2825] lr: 7.500e-03, eta: 2 days, 15:06:20, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7286, loss_cls: 2.2463, loss: 2.2463, grad_norm: 5.3139 2020-10-01 15:04:05,061 - mmaction - INFO - Epoch [23][2480/2825] lr: 7.500e-03, eta: 2 days, 15:06:00, time: 1.054, data_time: 0.007, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7362, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.3463 2020-10-01 15:04:24,860 - mmaction - INFO - Epoch [23][2500/2825] lr: 7.500e-03, eta: 2 days, 15:05:36, time: 0.990, data_time: 0.109, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7440, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.2818 2020-10-01 15:04:45,298 - mmaction - INFO - Epoch [23][2520/2825] lr: 7.500e-03, eta: 2 days, 15:05:14, time: 1.021, data_time: 0.058, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7419, loss_cls: 2.2181, loss: 2.2181, grad_norm: 5.2268 2020-10-01 15:05:06,827 - mmaction - INFO - Epoch [23][2540/2825] lr: 7.500e-03, eta: 2 days, 15:04:55, time: 1.078, data_time: 0.176, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7417, loss_cls: 2.2196, loss: 2.2196, grad_norm: 5.3571 2020-10-01 15:05:27,463 - mmaction - INFO - Epoch [23][2560/2825] lr: 7.500e-03, eta: 2 days, 15:04:34, time: 1.031, data_time: 0.327, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7388, loss_cls: 2.1956, loss: 2.1956, grad_norm: 5.3137 2020-10-01 15:05:48,344 - mmaction - INFO - Epoch [23][2580/2825] lr: 7.500e-03, eta: 2 days, 15:04:13, time: 1.044, data_time: 0.092, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.2045 2020-10-01 15:06:09,019 - mmaction - INFO - Epoch [23][2600/2825] lr: 7.500e-03, eta: 2 days, 15:03:51, time: 1.034, data_time: 0.092, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7500, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.2691 2020-10-01 15:06:29,392 - mmaction - INFO - Epoch [23][2620/2825] lr: 7.500e-03, eta: 2 days, 15:03:29, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7521, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.2687 2020-10-01 15:06:49,537 - mmaction - INFO - Epoch [23][2640/2825] lr: 7.500e-03, eta: 2 days, 15:03:06, time: 1.007, data_time: 0.220, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7471, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.2455 2020-10-01 15:07:10,755 - mmaction - INFO - Epoch [23][2660/2825] lr: 7.500e-03, eta: 2 days, 15:02:46, time: 1.062, data_time: 0.252, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7495, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.2052 2020-10-01 15:07:31,097 - mmaction - INFO - Epoch [23][2680/2825] lr: 7.500e-03, eta: 2 days, 15:02:24, time: 1.017, data_time: 0.004, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7495, loss_cls: 2.2005, loss: 2.2005, grad_norm: 5.2805 2020-10-01 15:07:52,082 - mmaction - INFO - Epoch [23][2700/2825] lr: 7.500e-03, eta: 2 days, 15:02:03, time: 1.048, data_time: 0.050, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2513, loss: 2.2513, grad_norm: 5.4406 2020-10-01 15:08:12,804 - mmaction - INFO - Epoch [23][2720/2825] lr: 7.500e-03, eta: 2 days, 15:01:42, time: 1.035, data_time: 0.022, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7427, loss_cls: 2.2274, loss: 2.2274, grad_norm: 5.3168 2020-10-01 15:08:33,265 - mmaction - INFO - Epoch [23][2740/2825] lr: 7.500e-03, eta: 2 days, 15:01:20, time: 1.024, data_time: 0.042, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1870, loss: 2.1870, grad_norm: 5.2983 2020-10-01 15:08:54,706 - mmaction - INFO - Epoch [23][2760/2825] lr: 7.500e-03, eta: 2 days, 15:01:01, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7443, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.3444 2020-10-01 15:09:15,524 - mmaction - INFO - Epoch [23][2780/2825] lr: 7.500e-03, eta: 2 days, 15:00:40, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7333, loss_cls: 2.2721, loss: 2.2721, grad_norm: 5.3205 2020-10-01 15:09:35,482 - mmaction - INFO - Epoch [23][2800/2825] lr: 7.500e-03, eta: 2 days, 15:00:16, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.2576, loss: 2.2576, grad_norm: 5.2797 2020-10-01 15:09:55,683 - mmaction - INFO - Epoch [23][2820/2825] lr: 7.500e-03, eta: 2 days, 14:59:53, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7432, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.2566 2020-10-01 15:10:01,585 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-10-01 15:10:51,066 - mmaction - INFO - Epoch [24][20/2825] lr: 7.500e-03, eta: 2 days, 15:00:37, time: 2.356, data_time: 1.566, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7510, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.2615 2020-10-01 15:11:11,139 - mmaction - INFO - Epoch [24][40/2825] lr: 7.500e-03, eta: 2 days, 15:00:14, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7445, loss_cls: 2.1677, loss: 2.1677, grad_norm: 5.2060 2020-10-01 15:11:31,329 - mmaction - INFO - Epoch [24][60/2825] lr: 7.500e-03, eta: 2 days, 14:59:51, time: 1.010, data_time: 0.172, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7466, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.3192 2020-10-01 15:11:52,569 - mmaction - INFO - Epoch [24][80/2825] lr: 7.500e-03, eta: 2 days, 14:59:31, time: 1.062, data_time: 0.027, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7542, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.1716 2020-10-01 15:12:13,788 - mmaction - INFO - Epoch [24][100/2825] lr: 7.500e-03, eta: 2 days, 14:59:12, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7539, loss_cls: 2.1729, loss: 2.1729, grad_norm: 5.2173 2020-10-01 15:12:33,788 - mmaction - INFO - Epoch [24][120/2825] lr: 7.500e-03, eta: 2 days, 14:58:48, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7573, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.2725 2020-10-01 15:12:54,782 - mmaction - INFO - Epoch [24][140/2825] lr: 7.500e-03, eta: 2 days, 14:58:27, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7375, loss_cls: 2.1821, loss: 2.1821, grad_norm: 5.3319 2020-10-01 15:13:16,287 - mmaction - INFO - Epoch [24][160/2825] lr: 7.500e-03, eta: 2 days, 14:58:09, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7484, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.3075 2020-10-01 15:13:36,481 - mmaction - INFO - Epoch [24][180/2825] lr: 7.500e-03, eta: 2 days, 14:57:46, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7432, loss_cls: 2.1921, loss: 2.1921, grad_norm: 5.3058 2020-10-01 15:13:57,559 - mmaction - INFO - Epoch [24][200/2825] lr: 7.500e-03, eta: 2 days, 14:57:26, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7456, loss_cls: 2.1808, loss: 2.1808, grad_norm: 5.2734 2020-10-01 15:14:17,417 - mmaction - INFO - Epoch [24][220/2825] lr: 7.500e-03, eta: 2 days, 14:57:01, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.1648, loss: 2.1648, grad_norm: 5.3004 2020-10-01 15:14:38,122 - mmaction - INFO - Epoch [24][240/2825] lr: 7.500e-03, eta: 2 days, 14:56:40, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7388, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.2182 2020-10-01 15:14:59,467 - mmaction - INFO - Epoch [24][260/2825] lr: 7.500e-03, eta: 2 days, 14:56:21, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7430, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.3474 2020-10-01 15:15:20,802 - mmaction - INFO - Epoch [24][280/2825] lr: 7.500e-03, eta: 2 days, 14:56:01, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7544, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.2944 2020-10-01 15:15:41,263 - mmaction - INFO - Epoch [24][300/2825] lr: 7.500e-03, eta: 2 days, 14:55:39, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7440, loss_cls: 2.1801, loss: 2.1801, grad_norm: 5.2767 2020-10-01 15:16:01,907 - mmaction - INFO - Epoch [24][320/2825] lr: 7.500e-03, eta: 2 days, 14:55:18, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7513, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.2427 2020-10-01 15:16:22,236 - mmaction - INFO - Epoch [24][340/2825] lr: 7.500e-03, eta: 2 days, 14:54:55, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7346, loss_cls: 2.2278, loss: 2.2278, grad_norm: 5.3188 2020-10-01 15:16:42,894 - mmaction - INFO - Epoch [24][360/2825] lr: 7.500e-03, eta: 2 days, 14:54:34, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7398, loss_cls: 2.1866, loss: 2.1866, grad_norm: 5.3280 2020-10-01 15:17:04,016 - mmaction - INFO - Epoch [24][380/2825] lr: 7.500e-03, eta: 2 days, 14:54:14, time: 1.057, data_time: 0.010, memory: 8353, top1_acc: 0.5154, top5_acc: 0.7424, loss_cls: 2.1648, loss: 2.1648, grad_norm: 5.2752 2020-10-01 15:17:24,328 - mmaction - INFO - Epoch [24][400/2825] lr: 7.500e-03, eta: 2 days, 14:53:51, time: 1.015, data_time: 0.033, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7464, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.2951 2020-10-01 15:17:45,195 - mmaction - INFO - Epoch [24][420/2825] lr: 7.500e-03, eta: 2 days, 14:53:30, time: 1.043, data_time: 0.083, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7625, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.2323 2020-10-01 15:18:07,112 - mmaction - INFO - Epoch [24][440/2825] lr: 7.500e-03, eta: 2 days, 14:53:13, time: 1.096, data_time: 0.026, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7464, loss_cls: 2.1655, loss: 2.1655, grad_norm: 5.2916 2020-10-01 15:18:26,836 - mmaction - INFO - Epoch [24][460/2825] lr: 7.500e-03, eta: 2 days, 14:52:48, time: 0.986, data_time: 0.046, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7362, loss_cls: 2.2199, loss: 2.2199, grad_norm: 5.3687 2020-10-01 15:18:48,304 - mmaction - INFO - Epoch [24][480/2825] lr: 7.500e-03, eta: 2 days, 14:52:29, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.1287, loss: 2.1287, grad_norm: 5.2021 2020-10-01 15:19:09,754 - mmaction - INFO - Epoch [24][500/2825] lr: 7.500e-03, eta: 2 days, 14:52:10, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7544, loss_cls: 2.1010, loss: 2.1010, grad_norm: 5.1962 2020-10-01 15:19:29,611 - mmaction - INFO - Epoch [24][520/2825] lr: 7.500e-03, eta: 2 days, 14:51:46, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7508, loss_cls: 2.1567, loss: 2.1567, grad_norm: 5.1978 2020-10-01 15:19:50,554 - mmaction - INFO - Epoch [24][540/2825] lr: 7.500e-03, eta: 2 days, 14:51:26, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1801, loss: 2.1801, grad_norm: 5.2615 2020-10-01 15:20:09,928 - mmaction - INFO - Epoch [24][560/2825] lr: 7.500e-03, eta: 2 days, 14:51:00, time: 0.969, data_time: 0.043, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7464, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.2777 2020-10-01 15:20:31,224 - mmaction - INFO - Epoch [24][580/2825] lr: 7.500e-03, eta: 2 days, 14:50:40, time: 1.064, data_time: 0.137, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7445, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.2440 2020-10-01 15:20:53,247 - mmaction - INFO - Epoch [24][600/2825] lr: 7.500e-03, eta: 2 days, 14:50:24, time: 1.102, data_time: 0.125, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7560, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.2310 2020-10-01 15:21:13,581 - mmaction - INFO - Epoch [24][620/2825] lr: 7.500e-03, eta: 2 days, 14:50:01, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7435, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.1923 2020-10-01 15:21:34,288 - mmaction - INFO - Epoch [24][640/2825] lr: 7.500e-03, eta: 2 days, 14:49:40, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7432, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.2497 2020-10-01 15:21:54,876 - mmaction - INFO - Epoch [24][660/2825] lr: 7.500e-03, eta: 2 days, 14:49:18, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7417, loss_cls: 2.1798, loss: 2.1798, grad_norm: 5.1756 2020-10-01 15:22:16,179 - mmaction - INFO - Epoch [24][680/2825] lr: 7.500e-03, eta: 2 days, 14:48:58, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7503, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.2183 2020-10-01 15:22:35,571 - mmaction - INFO - Epoch [24][700/2825] lr: 7.500e-03, eta: 2 days, 14:48:33, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.3807 2020-10-01 15:22:56,955 - mmaction - INFO - Epoch [24][720/2825] lr: 7.500e-03, eta: 2 days, 14:48:14, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.1328 2020-10-01 15:23:18,707 - mmaction - INFO - Epoch [24][740/2825] lr: 7.500e-03, eta: 2 days, 14:47:56, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7557, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.1432 2020-10-01 15:23:39,447 - mmaction - INFO - Epoch [24][760/2825] lr: 7.500e-03, eta: 2 days, 14:47:34, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7388, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.1879 2020-10-01 15:24:00,760 - mmaction - INFO - Epoch [24][780/2825] lr: 7.500e-03, eta: 2 days, 14:47:15, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7497, loss_cls: 2.1461, loss: 2.1461, grad_norm: 5.3186 2020-10-01 15:24:21,957 - mmaction - INFO - Epoch [24][800/2825] lr: 7.500e-03, eta: 2 days, 14:46:55, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7406, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.2823 2020-10-01 15:24:41,868 - mmaction - INFO - Epoch [24][820/2825] lr: 7.500e-03, eta: 2 days, 14:46:31, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7523, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.1949 2020-10-01 15:25:02,513 - mmaction - INFO - Epoch [24][840/2825] lr: 7.500e-03, eta: 2 days, 14:46:10, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.2167 2020-10-01 15:25:22,791 - mmaction - INFO - Epoch [24][860/2825] lr: 7.500e-03, eta: 2 days, 14:45:47, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7518, loss_cls: 2.1721, loss: 2.1721, grad_norm: 5.3210 2020-10-01 15:25:43,501 - mmaction - INFO - Epoch [24][880/2825] lr: 7.500e-03, eta: 2 days, 14:45:26, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7495, loss_cls: 2.1624, loss: 2.1624, grad_norm: 5.3016 2020-10-01 15:26:03,967 - mmaction - INFO - Epoch [24][900/2825] lr: 7.500e-03, eta: 2 days, 14:45:04, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7417, loss_cls: 2.1911, loss: 2.1911, grad_norm: 5.4360 2020-10-01 15:26:24,923 - mmaction - INFO - Epoch [24][920/2825] lr: 7.500e-03, eta: 2 days, 14:44:43, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7607, loss_cls: 2.1152, loss: 2.1152, grad_norm: 5.2130 2020-10-01 15:26:45,889 - mmaction - INFO - Epoch [24][940/2825] lr: 7.500e-03, eta: 2 days, 14:44:23, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1853, loss: 2.1853, grad_norm: 5.2594 2020-10-01 15:27:06,530 - mmaction - INFO - Epoch [24][960/2825] lr: 7.500e-03, eta: 2 days, 14:44:01, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7445, loss_cls: 2.1979, loss: 2.1979, grad_norm: 5.3011 2020-10-01 15:27:27,186 - mmaction - INFO - Epoch [24][980/2825] lr: 7.500e-03, eta: 2 days, 14:43:39, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7357, loss_cls: 2.2138, loss: 2.2138, grad_norm: 5.3110 2020-10-01 15:27:48,588 - mmaction - INFO - Epoch [24][1000/2825] lr: 7.500e-03, eta: 2 days, 14:43:20, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7406, loss_cls: 2.2235, loss: 2.2235, grad_norm: 5.2970 2020-10-01 15:28:09,742 - mmaction - INFO - Epoch [24][1020/2825] lr: 7.500e-03, eta: 2 days, 14:43:01, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7326, loss_cls: 2.2436, loss: 2.2436, grad_norm: 5.3203 2020-10-01 15:28:30,101 - mmaction - INFO - Epoch [24][1040/2825] lr: 7.500e-03, eta: 2 days, 14:42:38, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7406, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.2388 2020-10-01 15:28:50,314 - mmaction - INFO - Epoch [24][1060/2825] lr: 7.500e-03, eta: 2 days, 14:42:15, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.2055, loss: 2.2055, grad_norm: 5.2636 2020-10-01 15:29:12,500 - mmaction - INFO - Epoch [24][1080/2825] lr: 7.500e-03, eta: 2 days, 14:41:59, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7510, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.1596 2020-10-01 15:29:31,938 - mmaction - INFO - Epoch [24][1100/2825] lr: 7.500e-03, eta: 2 days, 14:41:33, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.2019, loss: 2.2019, grad_norm: 5.2649 2020-10-01 15:29:53,176 - mmaction - INFO - Epoch [24][1120/2825] lr: 7.500e-03, eta: 2 days, 14:41:13, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7458, loss_cls: 2.1545, loss: 2.1545, grad_norm: 5.2236 2020-10-01 15:30:15,638 - mmaction - INFO - Epoch [24][1140/2825] lr: 7.500e-03, eta: 2 days, 14:40:58, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.4935, top5_acc: 0.7440, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.3956 2020-10-01 15:30:36,314 - mmaction - INFO - Epoch [24][1160/2825] lr: 7.500e-03, eta: 2 days, 14:40:36, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7305, loss_cls: 2.2494, loss: 2.2494, grad_norm: 5.3570 2020-10-01 15:30:56,784 - mmaction - INFO - Epoch [24][1180/2825] lr: 7.500e-03, eta: 2 days, 14:40:14, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7474, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.2398 2020-10-01 15:31:16,566 - mmaction - INFO - Epoch [24][1200/2825] lr: 7.500e-03, eta: 2 days, 14:39:50, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7474, loss_cls: 2.1626, loss: 2.1626, grad_norm: 5.2407 2020-10-01 15:31:37,450 - mmaction - INFO - Epoch [24][1220/2825] lr: 7.500e-03, eta: 2 days, 14:39:29, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7625, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.1966 2020-10-01 15:31:59,155 - mmaction - INFO - Epoch [24][1240/2825] lr: 7.500e-03, eta: 2 days, 14:39:11, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7401, loss_cls: 2.2039, loss: 2.2039, grad_norm: 5.4197 2020-10-01 15:32:19,028 - mmaction - INFO - Epoch [24][1260/2825] lr: 7.500e-03, eta: 2 days, 14:38:47, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7482, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.2894 2020-10-01 15:32:39,846 - mmaction - INFO - Epoch [24][1280/2825] lr: 7.500e-03, eta: 2 days, 14:38:26, time: 1.041, data_time: 0.060, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7471, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.3234 2020-10-01 15:33:01,817 - mmaction - INFO - Epoch [24][1300/2825] lr: 7.500e-03, eta: 2 days, 14:38:09, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7516, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.2090 2020-10-01 15:33:20,632 - mmaction - INFO - Epoch [24][1320/2825] lr: 7.500e-03, eta: 2 days, 14:37:41, time: 0.941, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7602, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.1527 2020-10-01 15:33:41,056 - mmaction - INFO - Epoch [24][1340/2825] lr: 7.500e-03, eta: 2 days, 14:37:19, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7495, loss_cls: 2.1766, loss: 2.1766, grad_norm: 5.3010 2020-10-01 15:34:01,835 - mmaction - INFO - Epoch [24][1360/2825] lr: 7.500e-03, eta: 2 days, 14:36:58, time: 1.039, data_time: 0.110, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7643, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.2954 2020-10-01 15:34:23,113 - mmaction - INFO - Epoch [24][1380/2825] lr: 7.500e-03, eta: 2 days, 14:36:38, time: 1.063, data_time: 0.027, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7404, loss_cls: 2.1969, loss: 2.1969, grad_norm: 5.3076 2020-10-01 15:34:43,388 - mmaction - INFO - Epoch [24][1400/2825] lr: 7.500e-03, eta: 2 days, 14:36:16, time: 1.013, data_time: 0.016, memory: 8353, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.2597, loss: 2.2597, grad_norm: 5.4296 2020-10-01 15:35:04,806 - mmaction - INFO - Epoch [24][1420/2825] lr: 7.500e-03, eta: 2 days, 14:35:57, time: 1.071, data_time: 0.010, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7573, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.1290 2020-10-01 15:35:26,502 - mmaction - INFO - Epoch [24][1440/2825] lr: 7.500e-03, eta: 2 days, 14:35:38, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7422, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.2988 2020-10-01 15:35:46,247 - mmaction - INFO - Epoch [24][1460/2825] lr: 7.500e-03, eta: 2 days, 14:35:14, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7388, loss_cls: 2.2252, loss: 2.2252, grad_norm: 5.3289 2020-10-01 15:36:06,554 - mmaction - INFO - Epoch [24][1480/2825] lr: 7.500e-03, eta: 2 days, 14:34:51, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7495, loss_cls: 2.1846, loss: 2.1846, grad_norm: 5.3669 2020-10-01 15:36:27,266 - mmaction - INFO - Epoch [24][1500/2825] lr: 7.500e-03, eta: 2 days, 14:34:30, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7427, loss_cls: 2.2176, loss: 2.2176, grad_norm: 5.2973 2020-10-01 15:36:47,935 - mmaction - INFO - Epoch [24][1520/2825] lr: 7.500e-03, eta: 2 days, 14:34:09, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7521, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.2537 2020-10-01 15:37:08,705 - mmaction - INFO - Epoch [24][1540/2825] lr: 7.500e-03, eta: 2 days, 14:33:47, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7424, loss_cls: 2.1801, loss: 2.1801, grad_norm: 5.2408 2020-10-01 15:37:30,784 - mmaction - INFO - Epoch [24][1560/2825] lr: 7.500e-03, eta: 2 days, 14:33:31, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7474, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.1817 2020-10-01 15:37:51,353 - mmaction - INFO - Epoch [24][1580/2825] lr: 7.500e-03, eta: 2 days, 14:33:09, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7591, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.2048 2020-10-01 15:38:11,294 - mmaction - INFO - Epoch [24][1600/2825] lr: 7.500e-03, eta: 2 days, 14:32:45, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7448, loss_cls: 2.1911, loss: 2.1911, grad_norm: 5.3381 2020-10-01 15:38:32,815 - mmaction - INFO - Epoch [24][1620/2825] lr: 7.500e-03, eta: 2 days, 14:32:26, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.4909, top5_acc: 0.7344, loss_cls: 2.2734, loss: 2.2734, grad_norm: 5.3919 2020-10-01 15:38:54,058 - mmaction - INFO - Epoch [24][1640/2825] lr: 7.500e-03, eta: 2 days, 14:32:07, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7516, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.2936 2020-10-01 15:39:14,215 - mmaction - INFO - Epoch [24][1660/2825] lr: 7.500e-03, eta: 2 days, 14:31:44, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.1920 2020-10-01 15:39:35,000 - mmaction - INFO - Epoch [24][1680/2825] lr: 7.500e-03, eta: 2 days, 14:31:22, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7430, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.2514 2020-10-01 15:39:55,371 - mmaction - INFO - Epoch [24][1700/2825] lr: 7.500e-03, eta: 2 days, 14:31:00, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7279, loss_cls: 2.2553, loss: 2.2553, grad_norm: 5.3701 2020-10-01 15:40:17,170 - mmaction - INFO - Epoch [24][1720/2825] lr: 7.500e-03, eta: 2 days, 14:30:42, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7469, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.2838 2020-10-01 15:40:37,061 - mmaction - INFO - Epoch [24][1740/2825] lr: 7.500e-03, eta: 2 days, 14:30:18, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5063, top5_acc: 0.7432, loss_cls: 2.2022, loss: 2.2022, grad_norm: 5.2463 2020-10-01 15:40:57,106 - mmaction - INFO - Epoch [24][1760/2825] lr: 7.500e-03, eta: 2 days, 14:29:55, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7458, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.3133 2020-10-01 15:41:17,600 - mmaction - INFO - Epoch [24][1780/2825] lr: 7.500e-03, eta: 2 days, 14:29:33, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.4997, top5_acc: 0.7487, loss_cls: 2.1722, loss: 2.1722, grad_norm: 5.3004 2020-10-01 15:41:39,917 - mmaction - INFO - Epoch [24][1800/2825] lr: 7.500e-03, eta: 2 days, 14:29:17, time: 1.115, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7562, loss_cls: 2.1744, loss: 2.1744, grad_norm: 5.3927 2020-10-01 15:42:00,898 - mmaction - INFO - Epoch [24][1820/2825] lr: 7.500e-03, eta: 2 days, 14:28:56, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7516, loss_cls: 2.1638, loss: 2.1638, grad_norm: 5.2881 2020-10-01 15:42:20,314 - mmaction - INFO - Epoch [24][1840/2825] lr: 7.500e-03, eta: 2 days, 14:28:31, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7437, loss_cls: 2.1948, loss: 2.1948, grad_norm: 5.3661 2020-10-01 15:42:40,600 - mmaction - INFO - Epoch [24][1860/2825] lr: 7.500e-03, eta: 2 days, 14:28:08, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7534, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.2598 2020-10-01 15:43:01,221 - mmaction - INFO - Epoch [24][1880/2825] lr: 7.500e-03, eta: 2 days, 14:27:46, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.4956, top5_acc: 0.7362, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.4033 2020-10-01 15:43:21,530 - mmaction - INFO - Epoch [24][1900/2825] lr: 7.500e-03, eta: 2 days, 14:27:24, time: 1.016, data_time: 0.055, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7359, loss_cls: 2.2091, loss: 2.2091, grad_norm: 5.3548 2020-10-01 15:43:42,103 - mmaction - INFO - Epoch [24][1920/2825] lr: 7.500e-03, eta: 2 days, 14:27:02, time: 1.028, data_time: 0.093, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7474, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.2522 2020-10-01 15:44:02,320 - mmaction - INFO - Epoch [24][1940/2825] lr: 7.500e-03, eta: 2 days, 14:26:39, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7409, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.2656 2020-10-01 15:44:22,997 - mmaction - INFO - Epoch [24][1960/2825] lr: 7.500e-03, eta: 2 days, 14:26:18, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7435, loss_cls: 2.1973, loss: 2.1973, grad_norm: 5.3389 2020-10-01 15:44:44,036 - mmaction - INFO - Epoch [24][1980/2825] lr: 7.500e-03, eta: 2 days, 14:25:57, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7536, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.1712 2020-10-01 15:45:04,326 - mmaction - INFO - Epoch [24][2000/2825] lr: 7.500e-03, eta: 2 days, 14:25:35, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7346, loss_cls: 2.2445, loss: 2.2445, grad_norm: 5.3997 2020-10-01 15:45:26,396 - mmaction - INFO - Epoch [24][2020/2825] lr: 7.500e-03, eta: 2 days, 14:25:18, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7477, loss_cls: 2.1862, loss: 2.1862, grad_norm: 5.2349 2020-10-01 15:45:47,099 - mmaction - INFO - Epoch [24][2040/2825] lr: 7.500e-03, eta: 2 days, 14:24:56, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.2218, loss: 2.2218, grad_norm: 5.3437 2020-10-01 15:46:05,962 - mmaction - INFO - Epoch [24][2060/2825] lr: 7.500e-03, eta: 2 days, 14:24:29, time: 0.943, data_time: 0.001, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7469, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.2342 2020-10-01 15:46:26,884 - mmaction - INFO - Epoch [24][2080/2825] lr: 7.500e-03, eta: 2 days, 14:24:09, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7443, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.3378 2020-10-01 15:46:48,975 - mmaction - INFO - Epoch [24][2100/2825] lr: 7.500e-03, eta: 2 days, 14:23:52, time: 1.104, data_time: 0.001, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7503, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.2197 2020-10-01 15:47:08,540 - mmaction - INFO - Epoch [24][2120/2825] lr: 7.500e-03, eta: 2 days, 14:23:27, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7419, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.1843 2020-10-01 15:47:28,808 - mmaction - INFO - Epoch [24][2140/2825] lr: 7.500e-03, eta: 2 days, 14:23:04, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7380, loss_cls: 2.2017, loss: 2.2017, grad_norm: 5.3810 2020-10-01 15:47:49,123 - mmaction - INFO - Epoch [24][2160/2825] lr: 7.500e-03, eta: 2 days, 14:22:41, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7417, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.2120 2020-10-01 15:48:10,194 - mmaction - INFO - Epoch [24][2180/2825] lr: 7.500e-03, eta: 2 days, 14:22:21, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7448, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.2752 2020-10-01 15:48:30,204 - mmaction - INFO - Epoch [24][2200/2825] lr: 7.500e-03, eta: 2 days, 14:21:58, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7516, loss_cls: 2.1618, loss: 2.1618, grad_norm: 5.2913 2020-10-01 15:48:50,773 - mmaction - INFO - Epoch [24][2220/2825] lr: 7.500e-03, eta: 2 days, 14:21:36, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7406, loss_cls: 2.2140, loss: 2.2140, grad_norm: 5.2858 2020-10-01 15:49:11,404 - mmaction - INFO - Epoch [24][2240/2825] lr: 7.500e-03, eta: 2 days, 14:21:14, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7573, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.2436 2020-10-01 15:49:32,080 - mmaction - INFO - Epoch [24][2260/2825] lr: 7.500e-03, eta: 2 days, 14:20:53, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7552, loss_cls: 2.0990, loss: 2.0990, grad_norm: 5.1027 2020-10-01 15:49:52,459 - mmaction - INFO - Epoch [24][2280/2825] lr: 7.500e-03, eta: 2 days, 14:20:30, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7490, loss_cls: 2.1575, loss: 2.1575, grad_norm: 5.1940 2020-10-01 15:50:13,814 - mmaction - INFO - Epoch [24][2300/2825] lr: 7.500e-03, eta: 2 days, 14:20:11, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7422, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.1825 2020-10-01 15:50:34,712 - mmaction - INFO - Epoch [24][2320/2825] lr: 7.500e-03, eta: 2 days, 14:19:50, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7383, loss_cls: 2.2215, loss: 2.2215, grad_norm: 5.3000 2020-10-01 15:50:56,042 - mmaction - INFO - Epoch [24][2340/2825] lr: 7.500e-03, eta: 2 days, 14:19:31, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7398, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.2748 2020-10-01 15:51:17,435 - mmaction - INFO - Epoch [24][2360/2825] lr: 7.500e-03, eta: 2 days, 14:19:12, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7411, loss_cls: 2.2346, loss: 2.2346, grad_norm: 5.2983 2020-10-01 15:51:37,246 - mmaction - INFO - Epoch [24][2380/2825] lr: 7.500e-03, eta: 2 days, 14:18:48, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.4971, top5_acc: 0.7331, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.2701 2020-10-01 15:51:58,271 - mmaction - INFO - Epoch [24][2400/2825] lr: 7.500e-03, eta: 2 days, 14:18:28, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7547, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.1998 2020-10-01 15:52:18,954 - mmaction - INFO - Epoch [24][2420/2825] lr: 7.500e-03, eta: 2 days, 14:18:06, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.1557, loss: 2.1557, grad_norm: 5.3440 2020-10-01 15:52:39,776 - mmaction - INFO - Epoch [24][2440/2825] lr: 7.500e-03, eta: 2 days, 14:17:45, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.2580, loss: 2.2580, grad_norm: 5.3110 2020-10-01 15:53:00,120 - mmaction - INFO - Epoch [24][2460/2825] lr: 7.500e-03, eta: 2 days, 14:17:23, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7315, loss_cls: 2.2272, loss: 2.2272, grad_norm: 5.3162 2020-10-01 15:53:19,430 - mmaction - INFO - Epoch [24][2480/2825] lr: 7.500e-03, eta: 2 days, 14:16:57, time: 0.965, data_time: 0.033, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7372, loss_cls: 2.2289, loss: 2.2289, grad_norm: 5.3403 2020-10-01 15:53:41,899 - mmaction - INFO - Epoch [24][2500/2825] lr: 7.500e-03, eta: 2 days, 14:16:41, time: 1.123, data_time: 0.424, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7451, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.2007 2020-10-01 15:54:02,418 - mmaction - INFO - Epoch [24][2520/2825] lr: 7.500e-03, eta: 2 days, 14:16:19, time: 1.025, data_time: 0.415, memory: 8353, top1_acc: 0.4951, top5_acc: 0.7292, loss_cls: 2.2882, loss: 2.2882, grad_norm: 5.4480 2020-10-01 15:54:22,724 - mmaction - INFO - Epoch [24][2540/2825] lr: 7.500e-03, eta: 2 days, 14:15:57, time: 1.016, data_time: 0.320, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7466, loss_cls: 2.1781, loss: 2.1781, grad_norm: 5.2036 2020-10-01 15:54:43,862 - mmaction - INFO - Epoch [24][2560/2825] lr: 7.500e-03, eta: 2 days, 14:15:37, time: 1.057, data_time: 0.012, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7612, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.3019 2020-10-01 15:55:04,590 - mmaction - INFO - Epoch [24][2580/2825] lr: 7.500e-03, eta: 2 days, 14:15:15, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7458, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.3273 2020-10-01 15:55:25,495 - mmaction - INFO - Epoch [24][2600/2825] lr: 7.500e-03, eta: 2 days, 14:14:55, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7422, loss_cls: 2.2014, loss: 2.2014, grad_norm: 5.2079 2020-10-01 15:55:44,625 - mmaction - INFO - Epoch [24][2620/2825] lr: 7.500e-03, eta: 2 days, 14:14:28, time: 0.957, data_time: 0.003, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7453, loss_cls: 2.1510, loss: 2.1510, grad_norm: 5.2489 2020-10-01 15:56:05,378 - mmaction - INFO - Epoch [24][2640/2825] lr: 7.500e-03, eta: 2 days, 14:14:07, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7385, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.3321 2020-10-01 15:56:26,199 - mmaction - INFO - Epoch [24][2660/2825] lr: 7.500e-03, eta: 2 days, 14:13:46, time: 1.042, data_time: 0.030, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7536, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.2664 2020-10-01 15:56:46,910 - mmaction - INFO - Epoch [24][2680/2825] lr: 7.500e-03, eta: 2 days, 14:13:25, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7456, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.2282 2020-10-01 15:57:08,575 - mmaction - INFO - Epoch [24][2700/2825] lr: 7.500e-03, eta: 2 days, 14:13:07, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7549, loss_cls: 2.1397, loss: 2.1397, grad_norm: 5.2107 2020-10-01 15:57:28,770 - mmaction - INFO - Epoch [24][2720/2825] lr: 7.500e-03, eta: 2 days, 14:12:44, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7375, loss_cls: 2.1971, loss: 2.1971, grad_norm: 5.2969 2020-10-01 15:57:48,477 - mmaction - INFO - Epoch [24][2740/2825] lr: 7.500e-03, eta: 2 days, 14:12:19, time: 0.985, data_time: 0.005, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7393, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.2814 2020-10-01 15:58:09,207 - mmaction - INFO - Epoch [24][2760/2825] lr: 7.500e-03, eta: 2 days, 14:11:58, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7464, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.2814 2020-10-01 15:58:30,862 - mmaction - INFO - Epoch [24][2780/2825] lr: 7.500e-03, eta: 2 days, 14:11:40, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7409, loss_cls: 2.2061, loss: 2.2061, grad_norm: 5.2824 2020-10-01 15:58:50,615 - mmaction - INFO - Epoch [24][2800/2825] lr: 7.500e-03, eta: 2 days, 14:11:15, time: 0.989, data_time: 0.058, memory: 8353, top1_acc: 0.4969, top5_acc: 0.7388, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.3769 2020-10-01 15:59:11,805 - mmaction - INFO - Epoch [24][2820/2825] lr: 7.500e-03, eta: 2 days, 14:10:56, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7424, loss_cls: 2.1859, loss: 2.1859, grad_norm: 5.2338 2020-10-01 15:59:16,898 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-10-01 16:00:03,470 - mmaction - INFO - Epoch [25][20/2825] lr: 7.500e-03, eta: 2 days, 14:11:32, time: 2.288, data_time: 1.070, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7497, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.2558 2020-10-01 16:00:24,268 - mmaction - INFO - Epoch [25][40/2825] lr: 7.500e-03, eta: 2 days, 14:11:11, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.2323 2020-10-01 16:00:44,353 - mmaction - INFO - Epoch [25][60/2825] lr: 7.500e-03, eta: 2 days, 14:10:48, time: 1.004, data_time: 0.021, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7547, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.2487 2020-10-01 16:01:05,396 - mmaction - INFO - Epoch [25][80/2825] lr: 7.500e-03, eta: 2 days, 14:10:27, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7370, loss_cls: 2.2273, loss: 2.2273, grad_norm: 5.2891 2020-10-01 16:01:26,106 - mmaction - INFO - Epoch [25][100/2825] lr: 7.500e-03, eta: 2 days, 14:10:06, time: 1.037, data_time: 0.003, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7401, loss_cls: 2.1863, loss: 2.1863, grad_norm: 5.2183 2020-10-01 16:01:47,290 - mmaction - INFO - Epoch [25][120/2825] lr: 7.500e-03, eta: 2 days, 14:09:46, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7440, loss_cls: 2.1791, loss: 2.1791, grad_norm: 5.2448 2020-10-01 16:02:09,766 - mmaction - INFO - Epoch [25][140/2825] lr: 7.500e-03, eta: 2 days, 14:09:30, time: 1.123, data_time: 0.001, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7591, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.0993 2020-10-01 16:02:28,584 - mmaction - INFO - Epoch [25][160/2825] lr: 7.500e-03, eta: 2 days, 14:09:03, time: 0.942, data_time: 0.002, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1680, loss: 2.1680, grad_norm: 5.3529 2020-10-01 16:02:50,118 - mmaction - INFO - Epoch [25][180/2825] lr: 7.500e-03, eta: 2 days, 14:08:44, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7539, loss_cls: 2.1607, loss: 2.1607, grad_norm: 5.2282 2020-10-01 16:03:09,991 - mmaction - INFO - Epoch [25][200/2825] lr: 7.500e-03, eta: 2 days, 14:08:20, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7466, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.3221 2020-10-01 16:03:31,008 - mmaction - INFO - Epoch [25][220/2825] lr: 7.500e-03, eta: 2 days, 14:08:00, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7549, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.1903 2020-10-01 16:03:52,764 - mmaction - INFO - Epoch [25][240/2825] lr: 7.500e-03, eta: 2 days, 14:07:42, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7521, loss_cls: 2.1257, loss: 2.1257, grad_norm: 5.1536 2020-10-01 16:04:12,164 - mmaction - INFO - Epoch [25][260/2825] lr: 7.500e-03, eta: 2 days, 14:07:17, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7505, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.1829 2020-10-01 16:04:33,355 - mmaction - INFO - Epoch [25][280/2825] lr: 7.500e-03, eta: 2 days, 14:06:57, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7487, loss_cls: 2.1322, loss: 2.1322, grad_norm: 5.2689 2020-10-01 16:04:54,180 - mmaction - INFO - Epoch [25][300/2825] lr: 7.500e-03, eta: 2 days, 14:06:36, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7445, loss_cls: 2.1774, loss: 2.1774, grad_norm: 5.2386 2020-10-01 16:05:14,996 - mmaction - INFO - Epoch [25][320/2825] lr: 7.500e-03, eta: 2 days, 14:06:15, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7521, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.1374 2020-10-01 16:05:35,170 - mmaction - INFO - Epoch [25][340/2825] lr: 7.500e-03, eta: 2 days, 14:05:52, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7461, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.3317 2020-10-01 16:05:56,082 - mmaction - INFO - Epoch [25][360/2825] lr: 7.500e-03, eta: 2 days, 14:05:31, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7513, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.2917 2020-10-01 16:06:17,699 - mmaction - INFO - Epoch [25][380/2825] lr: 7.500e-03, eta: 2 days, 14:05:13, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7430, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.3128 2020-10-01 16:06:37,987 - mmaction - INFO - Epoch [25][400/2825] lr: 7.500e-03, eta: 2 days, 14:04:50, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7503, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.2094 2020-10-01 16:06:58,584 - mmaction - INFO - Epoch [25][420/2825] lr: 7.500e-03, eta: 2 days, 14:04:28, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7589, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.3986 2020-10-01 16:07:19,356 - mmaction - INFO - Epoch [25][440/2825] lr: 7.500e-03, eta: 2 days, 14:04:07, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.2721 2020-10-01 16:07:40,172 - mmaction - INFO - Epoch [25][460/2825] lr: 7.500e-03, eta: 2 days, 14:03:46, time: 1.043, data_time: 0.004, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.2591 2020-10-01 16:08:00,847 - mmaction - INFO - Epoch [25][480/2825] lr: 7.500e-03, eta: 2 days, 14:03:25, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7529, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.1757 2020-10-01 16:08:21,717 - mmaction - INFO - Epoch [25][500/2825] lr: 7.500e-03, eta: 2 days, 14:03:04, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7583, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.1613 2020-10-01 16:08:42,585 - mmaction - INFO - Epoch [25][520/2825] lr: 7.500e-03, eta: 2 days, 14:02:43, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7594, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.2170 2020-10-01 16:09:03,715 - mmaction - INFO - Epoch [25][540/2825] lr: 7.500e-03, eta: 2 days, 14:02:23, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7419, loss_cls: 2.1875, loss: 2.1875, grad_norm: 5.2541 2020-10-01 16:09:23,584 - mmaction - INFO - Epoch [25][560/2825] lr: 7.500e-03, eta: 2 days, 14:01:59, time: 0.993, data_time: 0.011, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7443, loss_cls: 2.1738, loss: 2.1738, grad_norm: 5.3094 2020-10-01 16:09:43,814 - mmaction - INFO - Epoch [25][580/2825] lr: 7.500e-03, eta: 2 days, 14:01:36, time: 1.012, data_time: 0.026, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7391, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.3325 2020-10-01 16:10:04,412 - mmaction - INFO - Epoch [25][600/2825] lr: 7.500e-03, eta: 2 days, 14:01:15, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7484, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.1448 2020-10-01 16:10:25,912 - mmaction - INFO - Epoch [25][620/2825] lr: 7.500e-03, eta: 2 days, 14:00:56, time: 1.075, data_time: 0.017, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7646, loss_cls: 2.1009, loss: 2.1009, grad_norm: 5.2383 2020-10-01 16:10:45,832 - mmaction - INFO - Epoch [25][640/2825] lr: 7.500e-03, eta: 2 days, 14:00:32, time: 0.996, data_time: 0.200, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7526, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.2437 2020-10-01 16:11:06,989 - mmaction - INFO - Epoch [25][660/2825] lr: 7.500e-03, eta: 2 days, 14:00:12, time: 1.058, data_time: 0.023, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7596, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.3171 2020-10-01 16:11:28,163 - mmaction - INFO - Epoch [25][680/2825] lr: 7.500e-03, eta: 2 days, 13:59:52, time: 1.058, data_time: 0.027, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7378, loss_cls: 2.2224, loss: 2.2224, grad_norm: 5.2989 2020-10-01 16:11:48,829 - mmaction - INFO - Epoch [25][700/2825] lr: 7.500e-03, eta: 2 days, 13:59:31, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7365, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.3682 2020-10-01 16:12:09,679 - mmaction - INFO - Epoch [25][720/2825] lr: 7.500e-03, eta: 2 days, 13:59:10, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7474, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.3113 2020-10-01 16:12:30,819 - mmaction - INFO - Epoch [25][740/2825] lr: 7.500e-03, eta: 2 days, 13:58:50, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7487, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.2338 2020-10-01 16:12:50,793 - mmaction - INFO - Epoch [25][760/2825] lr: 7.500e-03, eta: 2 days, 13:58:26, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7526, loss_cls: 2.1829, loss: 2.1829, grad_norm: 5.2986 2020-10-01 16:13:11,431 - mmaction - INFO - Epoch [25][780/2825] lr: 7.500e-03, eta: 2 days, 13:58:05, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7469, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.2740 2020-10-01 16:13:32,494 - mmaction - INFO - Epoch [25][800/2825] lr: 7.500e-03, eta: 2 days, 13:57:44, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7451, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.3796 2020-10-01 16:13:52,634 - mmaction - INFO - Epoch [25][820/2825] lr: 7.500e-03, eta: 2 days, 13:57:21, time: 1.008, data_time: 0.003, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7419, loss_cls: 2.1766, loss: 2.1766, grad_norm: 5.2527 2020-10-01 16:14:13,986 - mmaction - INFO - Epoch [25][840/2825] lr: 7.500e-03, eta: 2 days, 13:57:02, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7591, loss_cls: 2.1097, loss: 2.1097, grad_norm: 5.2429 2020-10-01 16:14:34,323 - mmaction - INFO - Epoch [25][860/2825] lr: 7.500e-03, eta: 2 days, 13:56:40, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7633, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.2904 2020-10-01 16:14:54,507 - mmaction - INFO - Epoch [25][880/2825] lr: 7.500e-03, eta: 2 days, 13:56:17, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7539, loss_cls: 2.1195, loss: 2.1195, grad_norm: 5.1762 2020-10-01 16:15:16,432 - mmaction - INFO - Epoch [25][900/2825] lr: 7.500e-03, eta: 2 days, 13:55:59, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7380, loss_cls: 2.2204, loss: 2.2204, grad_norm: 5.3184 2020-10-01 16:15:36,424 - mmaction - INFO - Epoch [25][920/2825] lr: 7.500e-03, eta: 2 days, 13:55:36, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.5182, top5_acc: 0.7539, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.2306 2020-10-01 16:15:57,090 - mmaction - INFO - Epoch [25][940/2825] lr: 7.500e-03, eta: 2 days, 13:55:14, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7518, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.3203 2020-10-01 16:16:16,942 - mmaction - INFO - Epoch [25][960/2825] lr: 7.500e-03, eta: 2 days, 13:54:50, time: 0.993, data_time: 0.101, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7497, loss_cls: 2.1823, loss: 2.1823, grad_norm: 5.3776 2020-10-01 16:16:37,153 - mmaction - INFO - Epoch [25][980/2825] lr: 7.500e-03, eta: 2 days, 13:54:27, time: 1.010, data_time: 0.111, memory: 8353, top1_acc: 0.5018, top5_acc: 0.7396, loss_cls: 2.2157, loss: 2.2157, grad_norm: 5.3769 2020-10-01 16:16:57,980 - mmaction - INFO - Epoch [25][1000/2825] lr: 7.500e-03, eta: 2 days, 13:54:06, time: 1.041, data_time: 0.158, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7555, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.1352 2020-10-01 16:17:19,321 - mmaction - INFO - Epoch [25][1020/2825] lr: 7.500e-03, eta: 2 days, 13:53:47, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7406, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.2794 2020-10-01 16:17:39,754 - mmaction - INFO - Epoch [25][1040/2825] lr: 7.500e-03, eta: 2 days, 13:53:25, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7500, loss_cls: 2.1863, loss: 2.1863, grad_norm: 5.2801 2020-10-01 16:18:00,936 - mmaction - INFO - Epoch [25][1060/2825] lr: 7.500e-03, eta: 2 days, 13:53:05, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7490, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.3252 2020-10-01 16:18:20,775 - mmaction - INFO - Epoch [25][1080/2825] lr: 7.500e-03, eta: 2 days, 13:52:41, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7518, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.2832 2020-10-01 16:18:42,496 - mmaction - INFO - Epoch [25][1100/2825] lr: 7.500e-03, eta: 2 days, 13:52:23, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7464, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.2604 2020-10-01 16:19:01,800 - mmaction - INFO - Epoch [25][1120/2825] lr: 7.500e-03, eta: 2 days, 13:51:57, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7393, loss_cls: 2.1928, loss: 2.1928, grad_norm: 5.2603 2020-10-01 16:19:22,807 - mmaction - INFO - Epoch [25][1140/2825] lr: 7.500e-03, eta: 2 days, 13:51:37, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.2636 2020-10-01 16:19:43,343 - mmaction - INFO - Epoch [25][1160/2825] lr: 7.500e-03, eta: 2 days, 13:51:15, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7482, loss_cls: 2.2143, loss: 2.2143, grad_norm: 5.3998 2020-10-01 16:20:03,119 - mmaction - INFO - Epoch [25][1180/2825] lr: 7.500e-03, eta: 2 days, 13:50:51, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.2371, loss: 2.2371, grad_norm: 5.3475 2020-10-01 16:20:24,448 - mmaction - INFO - Epoch [25][1200/2825] lr: 7.500e-03, eta: 2 days, 13:50:31, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7505, loss_cls: 2.1391, loss: 2.1391, grad_norm: 5.2956 2020-10-01 16:20:44,810 - mmaction - INFO - Epoch [25][1220/2825] lr: 7.500e-03, eta: 2 days, 13:50:09, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7510, loss_cls: 2.1399, loss: 2.1399, grad_norm: 5.2813 2020-10-01 16:21:04,871 - mmaction - INFO - Epoch [25][1240/2825] lr: 7.500e-03, eta: 2 days, 13:49:46, time: 1.003, data_time: 0.003, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.2550 2020-10-01 16:21:26,359 - mmaction - INFO - Epoch [25][1260/2825] lr: 7.500e-03, eta: 2 days, 13:49:27, time: 1.075, data_time: 0.003, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7591, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.3601 2020-10-01 16:21:46,331 - mmaction - INFO - Epoch [25][1280/2825] lr: 7.500e-03, eta: 2 days, 13:49:03, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7409, loss_cls: 2.1839, loss: 2.1839, grad_norm: 5.2924 2020-10-01 16:22:07,646 - mmaction - INFO - Epoch [25][1300/2825] lr: 7.500e-03, eta: 2 days, 13:48:44, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7503, loss_cls: 2.1615, loss: 2.1615, grad_norm: 5.4293 2020-10-01 16:22:27,680 - mmaction - INFO - Epoch [25][1320/2825] lr: 7.500e-03, eta: 2 days, 13:48:20, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7471, loss_cls: 2.1846, loss: 2.1846, grad_norm: 5.3322 2020-10-01 16:22:48,078 - mmaction - INFO - Epoch [25][1340/2825] lr: 7.500e-03, eta: 2 days, 13:47:58, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7518, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.1911 2020-10-01 16:23:09,353 - mmaction - INFO - Epoch [25][1360/2825] lr: 7.500e-03, eta: 2 days, 13:47:39, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7568, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.2590 2020-10-01 16:23:30,827 - mmaction - INFO - Epoch [25][1380/2825] lr: 7.500e-03, eta: 2 days, 13:47:20, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7495, loss_cls: 2.1849, loss: 2.1849, grad_norm: 5.3838 2020-10-01 16:23:50,676 - mmaction - INFO - Epoch [25][1400/2825] lr: 7.500e-03, eta: 2 days, 13:46:56, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7534, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.2180 2020-10-01 16:24:11,524 - mmaction - INFO - Epoch [25][1420/2825] lr: 7.500e-03, eta: 2 days, 13:46:35, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1732, loss: 2.1732, grad_norm: 5.3731 2020-10-01 16:24:32,600 - mmaction - INFO - Epoch [25][1440/2825] lr: 7.500e-03, eta: 2 days, 13:46:15, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7451, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.3559 2020-10-01 16:24:53,048 - mmaction - INFO - Epoch [25][1460/2825] lr: 7.500e-03, eta: 2 days, 13:45:52, time: 1.023, data_time: 0.011, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7388, loss_cls: 2.2011, loss: 2.2011, grad_norm: 5.3371 2020-10-01 16:25:13,094 - mmaction - INFO - Epoch [25][1480/2825] lr: 7.500e-03, eta: 2 days, 13:45:29, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7508, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.3895 2020-10-01 16:25:35,223 - mmaction - INFO - Epoch [25][1500/2825] lr: 7.500e-03, eta: 2 days, 13:45:12, time: 1.106, data_time: 0.001, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7526, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.2674 2020-10-01 16:25:55,245 - mmaction - INFO - Epoch [25][1520/2825] lr: 7.500e-03, eta: 2 days, 13:44:49, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7503, loss_cls: 2.1678, loss: 2.1678, grad_norm: 5.3496 2020-10-01 16:26:16,947 - mmaction - INFO - Epoch [25][1540/2825] lr: 7.500e-03, eta: 2 days, 13:44:30, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7419, loss_cls: 2.2136, loss: 2.2136, grad_norm: 5.3288 2020-10-01 16:26:36,973 - mmaction - INFO - Epoch [25][1560/2825] lr: 7.500e-03, eta: 2 days, 13:44:07, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7451, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.3172 2020-10-01 16:26:57,759 - mmaction - INFO - Epoch [25][1580/2825] lr: 7.500e-03, eta: 2 days, 13:43:46, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7620, loss_cls: 2.1290, loss: 2.1290, grad_norm: 5.2205 2020-10-01 16:27:18,460 - mmaction - INFO - Epoch [25][1600/2825] lr: 7.500e-03, eta: 2 days, 13:43:25, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7443, loss_cls: 2.2095, loss: 2.2095, grad_norm: 5.2691 2020-10-01 16:27:38,424 - mmaction - INFO - Epoch [25][1620/2825] lr: 7.500e-03, eta: 2 days, 13:43:01, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7482, loss_cls: 2.1910, loss: 2.1910, grad_norm: 5.3054 2020-10-01 16:27:59,333 - mmaction - INFO - Epoch [25][1640/2825] lr: 7.500e-03, eta: 2 days, 13:42:40, time: 1.046, data_time: 0.083, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7354, loss_cls: 2.2103, loss: 2.2103, grad_norm: 5.2174 2020-10-01 16:28:20,101 - mmaction - INFO - Epoch [25][1660/2825] lr: 7.500e-03, eta: 2 days, 13:42:19, time: 1.038, data_time: 0.036, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7625, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.2060 2020-10-01 16:28:40,755 - mmaction - INFO - Epoch [25][1680/2825] lr: 7.500e-03, eta: 2 days, 13:41:58, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7440, loss_cls: 2.1640, loss: 2.1640, grad_norm: 5.3118 2020-10-01 16:29:01,370 - mmaction - INFO - Epoch [25][1700/2825] lr: 7.500e-03, eta: 2 days, 13:41:36, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7492, loss_cls: 2.1462, loss: 2.1462, grad_norm: 5.3426 2020-10-01 16:29:21,900 - mmaction - INFO - Epoch [25][1720/2825] lr: 7.500e-03, eta: 2 days, 13:41:14, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7542, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.2181 2020-10-01 16:29:43,128 - mmaction - INFO - Epoch [25][1740/2825] lr: 7.500e-03, eta: 2 days, 13:40:55, time: 1.062, data_time: 0.003, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7471, loss_cls: 2.1447, loss: 2.1447, grad_norm: 5.3453 2020-10-01 16:30:02,726 - mmaction - INFO - Epoch [25][1760/2825] lr: 7.500e-03, eta: 2 days, 13:40:30, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7393, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.4153 2020-10-01 16:30:25,374 - mmaction - INFO - Epoch [25][1780/2825] lr: 7.500e-03, eta: 2 days, 13:40:15, time: 1.133, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7495, loss_cls: 2.1603, loss: 2.1603, grad_norm: 5.3575 2020-10-01 16:30:45,915 - mmaction - INFO - Epoch [25][1800/2825] lr: 7.500e-03, eta: 2 days, 13:39:53, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7568, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.2596 2020-10-01 16:31:06,909 - mmaction - INFO - Epoch [25][1820/2825] lr: 7.500e-03, eta: 2 days, 13:39:32, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7430, loss_cls: 2.1865, loss: 2.1865, grad_norm: 5.2338 2020-10-01 16:31:27,378 - mmaction - INFO - Epoch [25][1840/2825] lr: 7.500e-03, eta: 2 days, 13:39:10, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7505, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.2072 2020-10-01 16:31:47,169 - mmaction - INFO - Epoch [25][1860/2825] lr: 7.500e-03, eta: 2 days, 13:38:46, time: 0.989, data_time: 0.015, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7419, loss_cls: 2.2004, loss: 2.2004, grad_norm: 5.2608 2020-10-01 16:32:07,302 - mmaction - INFO - Epoch [25][1880/2825] lr: 7.500e-03, eta: 2 days, 13:38:23, time: 1.007, data_time: 0.071, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7560, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.3624 2020-10-01 16:32:28,182 - mmaction - INFO - Epoch [25][1900/2825] lr: 7.500e-03, eta: 2 days, 13:38:02, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7492, loss_cls: 2.1605, loss: 2.1605, grad_norm: 5.2826 2020-10-01 16:32:49,768 - mmaction - INFO - Epoch [25][1920/2825] lr: 7.500e-03, eta: 2 days, 13:37:44, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7380, loss_cls: 2.2034, loss: 2.2034, grad_norm: 5.3049 2020-10-01 16:33:09,705 - mmaction - INFO - Epoch [25][1940/2825] lr: 7.500e-03, eta: 2 days, 13:37:20, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7458, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.2214 2020-10-01 16:33:30,295 - mmaction - INFO - Epoch [25][1960/2825] lr: 7.500e-03, eta: 2 days, 13:36:59, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.3092 2020-10-01 16:33:52,571 - mmaction - INFO - Epoch [25][1980/2825] lr: 7.500e-03, eta: 2 days, 13:36:42, time: 1.114, data_time: 0.001, memory: 8353, top1_acc: 0.4964, top5_acc: 0.7297, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.3395 2020-10-01 16:34:12,548 - mmaction - INFO - Epoch [25][2000/2825] lr: 7.500e-03, eta: 2 days, 13:36:18, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7549, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.1380 2020-10-01 16:34:34,031 - mmaction - INFO - Epoch [25][2020/2825] lr: 7.500e-03, eta: 2 days, 13:35:59, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7404, loss_cls: 2.2040, loss: 2.2040, grad_norm: 5.3579 2020-10-01 16:34:54,732 - mmaction - INFO - Epoch [25][2040/2825] lr: 7.500e-03, eta: 2 days, 13:35:38, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7479, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.2848 2020-10-01 16:35:14,551 - mmaction - INFO - Epoch [25][2060/2825] lr: 7.500e-03, eta: 2 days, 13:35:14, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7443, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.2826 2020-10-01 16:35:35,736 - mmaction - INFO - Epoch [25][2080/2825] lr: 7.500e-03, eta: 2 days, 13:34:54, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7508, loss_cls: 2.1568, loss: 2.1568, grad_norm: 5.1922 2020-10-01 16:35:56,819 - mmaction - INFO - Epoch [25][2100/2825] lr: 7.500e-03, eta: 2 days, 13:34:34, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.2672 2020-10-01 16:36:17,411 - mmaction - INFO - Epoch [25][2120/2825] lr: 7.500e-03, eta: 2 days, 13:34:12, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5010, top5_acc: 0.7414, loss_cls: 2.1943, loss: 2.1943, grad_norm: 5.2609 2020-10-01 16:36:38,002 - mmaction - INFO - Epoch [25][2140/2825] lr: 7.500e-03, eta: 2 days, 13:33:51, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7589, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.2566 2020-10-01 16:36:59,239 - mmaction - INFO - Epoch [25][2160/2825] lr: 7.500e-03, eta: 2 days, 13:33:31, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7414, loss_cls: 2.1844, loss: 2.1844, grad_norm: 5.3626 2020-10-01 16:37:18,922 - mmaction - INFO - Epoch [25][2180/2825] lr: 7.500e-03, eta: 2 days, 13:33:07, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.4979, top5_acc: 0.7492, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.2655 2020-10-01 16:37:40,729 - mmaction - INFO - Epoch [25][2200/2825] lr: 7.500e-03, eta: 2 days, 13:32:49, time: 1.091, data_time: 0.003, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7484, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.3321 2020-10-01 16:38:00,959 - mmaction - INFO - Epoch [25][2220/2825] lr: 7.500e-03, eta: 2 days, 13:32:26, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7443, loss_cls: 2.1378, loss: 2.1378, grad_norm: 5.1781 2020-10-01 16:38:20,804 - mmaction - INFO - Epoch [25][2240/2825] lr: 7.500e-03, eta: 2 days, 13:32:02, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7500, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.2549 2020-10-01 16:38:40,791 - mmaction - INFO - Epoch [25][2260/2825] lr: 7.500e-03, eta: 2 days, 13:31:39, time: 1.000, data_time: 0.003, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7492, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.2410 2020-10-01 16:39:02,486 - mmaction - INFO - Epoch [25][2280/2825] lr: 7.500e-03, eta: 2 days, 13:31:20, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7453, loss_cls: 2.1844, loss: 2.1844, grad_norm: 5.2470 2020-10-01 16:39:22,333 - mmaction - INFO - Epoch [25][2300/2825] lr: 7.500e-03, eta: 2 days, 13:30:56, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7565, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.2876 2020-10-01 16:39:43,297 - mmaction - INFO - Epoch [25][2320/2825] lr: 7.500e-03, eta: 2 days, 13:30:36, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7443, loss_cls: 2.1759, loss: 2.1759, grad_norm: 5.2070 2020-10-01 16:40:04,964 - mmaction - INFO - Epoch [25][2340/2825] lr: 7.500e-03, eta: 2 days, 13:30:18, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.4958, top5_acc: 0.7344, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.3569 2020-10-01 16:40:25,883 - mmaction - INFO - Epoch [25][2360/2825] lr: 7.500e-03, eta: 2 days, 13:29:57, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7602, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.2100 2020-10-01 16:40:47,004 - mmaction - INFO - Epoch [25][2380/2825] lr: 7.500e-03, eta: 2 days, 13:29:37, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7445, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.2341 2020-10-01 16:41:08,697 - mmaction - INFO - Epoch [25][2400/2825] lr: 7.500e-03, eta: 2 days, 13:29:19, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.4977, top5_acc: 0.7365, loss_cls: 2.2430, loss: 2.2430, grad_norm: 5.3090 2020-10-01 16:41:28,660 - mmaction - INFO - Epoch [25][2420/2825] lr: 7.500e-03, eta: 2 days, 13:28:55, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7479, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.3466 2020-10-01 16:41:48,593 - mmaction - INFO - Epoch [25][2440/2825] lr: 7.500e-03, eta: 2 days, 13:28:31, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.4966, top5_acc: 0.7365, loss_cls: 2.2453, loss: 2.2453, grad_norm: 5.4158 2020-10-01 16:42:09,639 - mmaction - INFO - Epoch [25][2460/2825] lr: 7.500e-03, eta: 2 days, 13:28:11, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7484, loss_cls: 2.1377, loss: 2.1377, grad_norm: 5.1602 2020-10-01 16:42:30,506 - mmaction - INFO - Epoch [25][2480/2825] lr: 7.500e-03, eta: 2 days, 13:27:50, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7625, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.1965 2020-10-01 16:42:51,183 - mmaction - INFO - Epoch [25][2500/2825] lr: 7.500e-03, eta: 2 days, 13:27:29, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.4987, top5_acc: 0.7383, loss_cls: 2.2346, loss: 2.2346, grad_norm: 5.3377 2020-10-01 16:43:12,675 - mmaction - INFO - Epoch [25][2520/2825] lr: 7.500e-03, eta: 2 days, 13:27:10, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7432, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.2741 2020-10-01 16:43:33,790 - mmaction - INFO - Epoch [25][2540/2825] lr: 7.500e-03, eta: 2 days, 13:26:50, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7573, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.3096 2020-10-01 16:43:53,751 - mmaction - INFO - Epoch [25][2560/2825] lr: 7.500e-03, eta: 2 days, 13:26:26, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7448, loss_cls: 2.1694, loss: 2.1694, grad_norm: 5.1758 2020-10-01 16:44:14,287 - mmaction - INFO - Epoch [25][2580/2825] lr: 7.500e-03, eta: 2 days, 13:26:05, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7565, loss_cls: 2.1523, loss: 2.1523, grad_norm: 5.3725 2020-10-01 16:44:34,322 - mmaction - INFO - Epoch [25][2600/2825] lr: 7.500e-03, eta: 2 days, 13:25:41, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7375, loss_cls: 2.2208, loss: 2.2208, grad_norm: 5.3384 2020-10-01 16:44:55,954 - mmaction - INFO - Epoch [25][2620/2825] lr: 7.500e-03, eta: 2 days, 13:25:23, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7495, loss_cls: 2.1474, loss: 2.1474, grad_norm: 5.1734 2020-10-01 16:45:15,867 - mmaction - INFO - Epoch [25][2640/2825] lr: 7.500e-03, eta: 2 days, 13:24:59, time: 0.996, data_time: 0.003, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7487, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.2791 2020-10-01 16:45:37,073 - mmaction - INFO - Epoch [25][2660/2825] lr: 7.500e-03, eta: 2 days, 13:24:39, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7521, loss_cls: 2.1393, loss: 2.1393, grad_norm: 5.2717 2020-10-01 16:45:57,666 - mmaction - INFO - Epoch [25][2680/2825] lr: 7.500e-03, eta: 2 days, 13:24:18, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7372, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.3108 2020-10-01 16:46:18,340 - mmaction - INFO - Epoch [25][2700/2825] lr: 7.500e-03, eta: 2 days, 13:23:56, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7464, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.2325 2020-10-01 16:46:39,462 - mmaction - INFO - Epoch [25][2720/2825] lr: 7.500e-03, eta: 2 days, 13:23:36, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7375, loss_cls: 2.2031, loss: 2.2031, grad_norm: 5.2534 2020-10-01 16:46:59,403 - mmaction - INFO - Epoch [25][2740/2825] lr: 7.500e-03, eta: 2 days, 13:23:13, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7448, loss_cls: 2.1886, loss: 2.1886, grad_norm: 5.2672 2020-10-01 16:47:20,985 - mmaction - INFO - Epoch [25][2760/2825] lr: 7.500e-03, eta: 2 days, 13:22:54, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7378, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.3527 2020-10-01 16:47:40,801 - mmaction - INFO - Epoch [25][2780/2825] lr: 7.500e-03, eta: 2 days, 13:22:30, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.4990, top5_acc: 0.7391, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.3077 2020-10-01 16:48:01,988 - mmaction - INFO - Epoch [25][2800/2825] lr: 7.500e-03, eta: 2 days, 13:22:10, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1617, loss: 2.1617, grad_norm: 5.1746 2020-10-01 16:48:22,721 - mmaction - INFO - Epoch [25][2820/2825] lr: 7.500e-03, eta: 2 days, 13:21:49, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7471, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.2372 2020-10-01 16:48:28,634 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-01 16:51:59,257 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 16:52:01,577 - mmaction - INFO - top1_acc 0.5128 top5_acc 0.7551 2020-10-01 16:52:01,578 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 16:52:01,798 - mmaction - INFO - mean_acc 0.5127 2020-10-01 16:52:01,798 - mmaction - INFO - Now best checkpoint is epoch_25.pth 2020-10-01 16:52:01,818 - mmaction - INFO - Epoch(val) [25][2825] top1_acc: 0.5128, top5_acc: 0.7551, mean_class_accuracy: 0.5127 2020-10-01 16:52:42,978 - mmaction - INFO - Epoch [26][20/2825] lr: 7.500e-03, eta: 2 days, 13:22:08, time: 2.057, data_time: 0.916, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7469, loss_cls: 2.1595, loss: 2.1595, grad_norm: 5.2577 2020-10-01 16:53:04,258 - mmaction - INFO - Epoch [26][40/2825] lr: 7.500e-03, eta: 2 days, 13:21:48, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7318, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.2690 2020-10-01 16:53:24,250 - mmaction - INFO - Epoch [26][60/2825] lr: 7.500e-03, eta: 2 days, 13:21:25, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7654, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.2326 2020-10-01 16:53:44,937 - mmaction - INFO - Epoch [26][80/2825] lr: 7.500e-03, eta: 2 days, 13:21:04, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7424, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.2839 2020-10-01 16:54:05,647 - mmaction - INFO - Epoch [26][100/2825] lr: 7.500e-03, eta: 2 days, 13:20:42, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5154, top5_acc: 0.7466, loss_cls: 2.1686, loss: 2.1686, grad_norm: 5.3655 2020-10-01 16:54:26,298 - mmaction - INFO - Epoch [26][120/2825] lr: 7.500e-03, eta: 2 days, 13:20:21, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7581, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.2789 2020-10-01 16:54:46,559 - mmaction - INFO - Epoch [26][140/2825] lr: 7.500e-03, eta: 2 days, 13:19:58, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7568, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.2226 2020-10-01 16:55:08,086 - mmaction - INFO - Epoch [26][160/2825] lr: 7.500e-03, eta: 2 days, 13:19:39, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7526, loss_cls: 2.1161, loss: 2.1161, grad_norm: 5.1780 2020-10-01 16:55:29,408 - mmaction - INFO - Epoch [26][180/2825] lr: 7.500e-03, eta: 2 days, 13:19:20, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7357, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.2965 2020-10-01 16:55:50,608 - mmaction - INFO - Epoch [26][200/2825] lr: 7.500e-03, eta: 2 days, 13:19:00, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7523, loss_cls: 2.1262, loss: 2.1262, grad_norm: 5.2469 2020-10-01 16:56:10,338 - mmaction - INFO - Epoch [26][220/2825] lr: 7.500e-03, eta: 2 days, 13:18:36, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7479, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.2868 2020-10-01 16:56:31,850 - mmaction - INFO - Epoch [26][240/2825] lr: 7.500e-03, eta: 2 days, 13:18:17, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.1481, loss: 2.1481, grad_norm: 5.3475 2020-10-01 16:56:51,824 - mmaction - INFO - Epoch [26][260/2825] lr: 7.500e-03, eta: 2 days, 13:17:54, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7604, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.3307 2020-10-01 16:57:12,512 - mmaction - INFO - Epoch [26][280/2825] lr: 7.500e-03, eta: 2 days, 13:17:32, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7513, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.2343 2020-10-01 16:57:34,077 - mmaction - INFO - Epoch [26][300/2825] lr: 7.500e-03, eta: 2 days, 13:17:13, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5034, top5_acc: 0.7513, loss_cls: 2.1670, loss: 2.1670, grad_norm: 5.3697 2020-10-01 16:57:54,849 - mmaction - INFO - Epoch [26][320/2825] lr: 7.500e-03, eta: 2 days, 13:16:52, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7531, loss_cls: 2.1566, loss: 2.1566, grad_norm: 5.3232 2020-10-01 16:58:14,294 - mmaction - INFO - Epoch [26][340/2825] lr: 7.500e-03, eta: 2 days, 13:16:27, time: 0.973, data_time: 0.003, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7456, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.3331 2020-10-01 16:58:35,908 - mmaction - INFO - Epoch [26][360/2825] lr: 7.500e-03, eta: 2 days, 13:16:09, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7557, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.2056 2020-10-01 16:58:57,278 - mmaction - INFO - Epoch [26][380/2825] lr: 7.500e-03, eta: 2 days, 13:15:49, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7424, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.2744 2020-10-01 16:59:17,940 - mmaction - INFO - Epoch [26][400/2825] lr: 7.500e-03, eta: 2 days, 13:15:28, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5154, top5_acc: 0.7568, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.2392 2020-10-01 16:59:39,348 - mmaction - INFO - Epoch [26][420/2825] lr: 7.500e-03, eta: 2 days, 13:15:09, time: 1.071, data_time: 0.003, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7586, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.2460 2020-10-01 16:59:59,349 - mmaction - INFO - Epoch [26][440/2825] lr: 7.500e-03, eta: 2 days, 13:14:45, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7471, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.4500 2020-10-01 17:00:21,129 - mmaction - INFO - Epoch [26][460/2825] lr: 7.500e-03, eta: 2 days, 13:14:27, time: 1.089, data_time: 0.001, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7560, loss_cls: 2.1214, loss: 2.1214, grad_norm: 5.3695 2020-10-01 17:00:42,581 - mmaction - INFO - Epoch [26][480/2825] lr: 7.500e-03, eta: 2 days, 13:14:08, time: 1.072, data_time: 0.008, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7573, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.2643 2020-10-01 17:01:03,713 - mmaction - INFO - Epoch [26][500/2825] lr: 7.500e-03, eta: 2 days, 13:13:48, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5182, top5_acc: 0.7523, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.2834 2020-10-01 17:01:23,035 - mmaction - INFO - Epoch [26][520/2825] lr: 7.500e-03, eta: 2 days, 13:13:23, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7656, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.2266 2020-10-01 17:01:43,485 - mmaction - INFO - Epoch [26][540/2825] lr: 7.500e-03, eta: 2 days, 13:13:00, time: 1.021, data_time: 0.071, memory: 8353, top1_acc: 0.5057, top5_acc: 0.7422, loss_cls: 2.1719, loss: 2.1719, grad_norm: 5.3088 2020-10-01 17:02:04,438 - mmaction - INFO - Epoch [26][560/2825] lr: 7.500e-03, eta: 2 days, 13:12:40, time: 1.048, data_time: 0.194, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7495, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.2353 2020-10-01 17:02:25,262 - mmaction - INFO - Epoch [26][580/2825] lr: 7.500e-03, eta: 2 days, 13:12:19, time: 1.042, data_time: 0.004, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7586, loss_cls: 2.1436, loss: 2.1436, grad_norm: 5.3537 2020-10-01 17:02:46,209 - mmaction - INFO - Epoch [26][600/2825] lr: 7.500e-03, eta: 2 days, 13:11:58, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7451, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.3464 2020-10-01 17:03:07,047 - mmaction - INFO - Epoch [26][620/2825] lr: 7.500e-03, eta: 2 days, 13:11:38, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7555, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.3600 2020-10-01 17:03:27,920 - mmaction - INFO - Epoch [26][640/2825] lr: 7.500e-03, eta: 2 days, 13:11:17, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7419, loss_cls: 2.1709, loss: 2.1709, grad_norm: 5.3858 2020-10-01 17:03:48,496 - mmaction - INFO - Epoch [26][660/2825] lr: 7.500e-03, eta: 2 days, 13:10:55, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7432, loss_cls: 2.1898, loss: 2.1898, grad_norm: 5.2695 2020-10-01 17:04:08,787 - mmaction - INFO - Epoch [26][680/2825] lr: 7.500e-03, eta: 2 days, 13:10:32, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7495, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.2528 2020-10-01 17:04:29,372 - mmaction - INFO - Epoch [26][700/2825] lr: 7.500e-03, eta: 2 days, 13:10:11, time: 1.029, data_time: 0.053, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7453, loss_cls: 2.1573, loss: 2.1573, grad_norm: 5.2952 2020-10-01 17:04:50,099 - mmaction - INFO - Epoch [26][720/2825] lr: 7.500e-03, eta: 2 days, 13:09:50, time: 1.036, data_time: 0.004, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1567, loss: 2.1567, grad_norm: 5.3371 2020-10-01 17:05:11,555 - mmaction - INFO - Epoch [26][740/2825] lr: 7.500e-03, eta: 2 days, 13:09:31, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7461, loss_cls: 2.1815, loss: 2.1815, grad_norm: 5.3219 2020-10-01 17:05:32,289 - mmaction - INFO - Epoch [26][760/2825] lr: 7.500e-03, eta: 2 days, 13:09:09, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7440, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.3677 2020-10-01 17:05:53,176 - mmaction - INFO - Epoch [26][780/2825] lr: 7.500e-03, eta: 2 days, 13:08:49, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.3257 2020-10-01 17:06:13,733 - mmaction - INFO - Epoch [26][800/2825] lr: 7.500e-03, eta: 2 days, 13:08:27, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7458, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.2547 2020-10-01 17:06:34,873 - mmaction - INFO - Epoch [26][820/2825] lr: 7.500e-03, eta: 2 days, 13:08:07, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7359, loss_cls: 2.2197, loss: 2.2197, grad_norm: 5.3024 2020-10-01 17:06:54,415 - mmaction - INFO - Epoch [26][840/2825] lr: 7.500e-03, eta: 2 days, 13:07:42, time: 0.978, data_time: 0.001, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7424, loss_cls: 2.2112, loss: 2.2112, grad_norm: 5.2541 2020-10-01 17:07:15,643 - mmaction - INFO - Epoch [26][860/2825] lr: 7.500e-03, eta: 2 days, 13:07:22, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.2699 2020-10-01 17:07:36,414 - mmaction - INFO - Epoch [26][880/2825] lr: 7.500e-03, eta: 2 days, 13:07:01, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7633, loss_cls: 2.0958, loss: 2.0958, grad_norm: 5.1740 2020-10-01 17:07:57,701 - mmaction - INFO - Epoch [26][900/2825] lr: 7.500e-03, eta: 2 days, 13:06:42, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.4924, top5_acc: 0.7490, loss_cls: 2.2037, loss: 2.2037, grad_norm: 5.4046 2020-10-01 17:08:18,395 - mmaction - INFO - Epoch [26][920/2825] lr: 7.500e-03, eta: 2 days, 13:06:20, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.2824 2020-10-01 17:08:40,171 - mmaction - INFO - Epoch [26][940/2825] lr: 7.500e-03, eta: 2 days, 13:06:02, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7490, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.4211 2020-10-01 17:09:02,076 - mmaction - INFO - Epoch [26][960/2825] lr: 7.500e-03, eta: 2 days, 13:05:44, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.2135 2020-10-01 17:09:21,631 - mmaction - INFO - Epoch [26][980/2825] lr: 7.500e-03, eta: 2 days, 13:05:20, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7646, loss_cls: 2.0617, loss: 2.0617, grad_norm: 5.2295 2020-10-01 17:09:41,248 - mmaction - INFO - Epoch [26][1000/2825] lr: 7.500e-03, eta: 2 days, 13:04:55, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7490, loss_cls: 2.1394, loss: 2.1394, grad_norm: 5.2334 2020-10-01 17:10:03,122 - mmaction - INFO - Epoch [26][1020/2825] lr: 7.500e-03, eta: 2 days, 13:04:37, time: 1.094, data_time: 0.003, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7510, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.2004 2020-10-01 17:10:24,858 - mmaction - INFO - Epoch [26][1040/2825] lr: 7.500e-03, eta: 2 days, 13:04:19, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7393, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.3348 2020-10-01 17:10:47,103 - mmaction - INFO - Epoch [26][1060/2825] lr: 7.500e-03, eta: 2 days, 13:04:02, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7565, loss_cls: 2.1617, loss: 2.1617, grad_norm: 5.3543 2020-10-01 17:11:07,070 - mmaction - INFO - Epoch [26][1080/2825] lr: 7.500e-03, eta: 2 days, 13:03:39, time: 0.998, data_time: 0.003, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7484, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.3495 2020-10-01 17:11:27,674 - mmaction - INFO - Epoch [26][1100/2825] lr: 7.500e-03, eta: 2 days, 13:03:17, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7620, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.3049 2020-10-01 17:11:50,197 - mmaction - INFO - Epoch [26][1120/2825] lr: 7.500e-03, eta: 2 days, 13:03:01, time: 1.126, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7435, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.3655 2020-10-01 17:12:10,321 - mmaction - INFO - Epoch [26][1140/2825] lr: 7.500e-03, eta: 2 days, 13:02:38, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7557, loss_cls: 2.1105, loss: 2.1105, grad_norm: 5.1802 2020-10-01 17:12:31,572 - mmaction - INFO - Epoch [26][1160/2825] lr: 7.500e-03, eta: 2 days, 13:02:19, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7573, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.2207 2020-10-01 17:12:51,865 - mmaction - INFO - Epoch [26][1180/2825] lr: 7.500e-03, eta: 2 days, 13:01:56, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7323, loss_cls: 2.1775, loss: 2.1775, grad_norm: 5.2173 2020-10-01 17:13:12,398 - mmaction - INFO - Epoch [26][1200/2825] lr: 7.500e-03, eta: 2 days, 13:01:34, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7365, loss_cls: 2.1862, loss: 2.1862, grad_norm: 5.2375 2020-10-01 17:13:33,189 - mmaction - INFO - Epoch [26][1220/2825] lr: 7.500e-03, eta: 2 days, 13:01:13, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7440, loss_cls: 2.1973, loss: 2.1973, grad_norm: 5.3314 2020-10-01 17:13:53,801 - mmaction - INFO - Epoch [26][1240/2825] lr: 7.500e-03, eta: 2 days, 13:00:52, time: 1.031, data_time: 0.022, memory: 8353, top1_acc: 0.5021, top5_acc: 0.7357, loss_cls: 2.2094, loss: 2.2094, grad_norm: 5.3565 2020-10-01 17:14:15,073 - mmaction - INFO - Epoch [26][1260/2825] lr: 7.500e-03, eta: 2 days, 13:00:32, time: 1.064, data_time: 0.022, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7547, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.2337 2020-10-01 17:14:36,082 - mmaction - INFO - Epoch [26][1280/2825] lr: 7.500e-03, eta: 2 days, 13:00:12, time: 1.050, data_time: 0.090, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7474, loss_cls: 2.1695, loss: 2.1695, grad_norm: 5.1701 2020-10-01 17:14:56,037 - mmaction - INFO - Epoch [26][1300/2825] lr: 7.500e-03, eta: 2 days, 12:59:48, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7542, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.1843 2020-10-01 17:15:17,697 - mmaction - INFO - Epoch [26][1320/2825] lr: 7.500e-03, eta: 2 days, 12:59:30, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7482, loss_cls: 2.1590, loss: 2.1590, grad_norm: 5.3048 2020-10-01 17:15:37,730 - mmaction - INFO - Epoch [26][1340/2825] lr: 7.500e-03, eta: 2 days, 12:59:06, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5003, top5_acc: 0.7471, loss_cls: 2.1729, loss: 2.1729, grad_norm: 5.3314 2020-10-01 17:15:58,422 - mmaction - INFO - Epoch [26][1360/2825] lr: 7.500e-03, eta: 2 days, 12:58:45, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7510, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.2986 2020-10-01 17:16:18,740 - mmaction - INFO - Epoch [26][1380/2825] lr: 7.500e-03, eta: 2 days, 12:58:22, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7526, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.3134 2020-10-01 17:16:39,676 - mmaction - INFO - Epoch [26][1400/2825] lr: 7.500e-03, eta: 2 days, 12:58:02, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7609, loss_cls: 2.0684, loss: 2.0684, grad_norm: 5.1618 2020-10-01 17:16:59,776 - mmaction - INFO - Epoch [26][1420/2825] lr: 7.500e-03, eta: 2 days, 12:57:39, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7607, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.2798 2020-10-01 17:17:20,320 - mmaction - INFO - Epoch [26][1440/2825] lr: 7.500e-03, eta: 2 days, 12:57:17, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1908, loss: 2.1908, grad_norm: 5.3275 2020-10-01 17:17:41,381 - mmaction - INFO - Epoch [26][1460/2825] lr: 7.500e-03, eta: 2 days, 12:56:57, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7474, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.4316 2020-10-01 17:18:01,815 - mmaction - INFO - Epoch [26][1480/2825] lr: 7.500e-03, eta: 2 days, 12:56:35, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7542, loss_cls: 2.1290, loss: 2.1290, grad_norm: 5.2602 2020-10-01 17:18:23,086 - mmaction - INFO - Epoch [26][1500/2825] lr: 7.500e-03, eta: 2 days, 12:56:15, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7599, loss_cls: 2.1367, loss: 2.1367, grad_norm: 5.2981 2020-10-01 17:18:43,215 - mmaction - INFO - Epoch [26][1520/2825] lr: 7.500e-03, eta: 2 days, 12:55:52, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7542, loss_cls: 2.1142, loss: 2.1142, grad_norm: 5.3273 2020-10-01 17:19:03,628 - mmaction - INFO - Epoch [26][1540/2825] lr: 7.500e-03, eta: 2 days, 12:55:30, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.4513 2020-10-01 17:19:25,724 - mmaction - INFO - Epoch [26][1560/2825] lr: 7.500e-03, eta: 2 days, 12:55:13, time: 1.104, data_time: 0.001, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7523, loss_cls: 2.1590, loss: 2.1590, grad_norm: 5.2852 2020-10-01 17:19:47,093 - mmaction - INFO - Epoch [26][1580/2825] lr: 7.500e-03, eta: 2 days, 12:54:53, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7523, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.2818 2020-10-01 17:20:06,890 - mmaction - INFO - Epoch [26][1600/2825] lr: 7.500e-03, eta: 2 days, 12:54:29, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.4257 2020-10-01 17:20:27,044 - mmaction - INFO - Epoch [26][1620/2825] lr: 7.500e-03, eta: 2 days, 12:54:06, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7542, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.2992 2020-10-01 17:20:47,782 - mmaction - INFO - Epoch [26][1640/2825] lr: 7.500e-03, eta: 2 days, 12:53:45, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7526, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.3390 2020-10-01 17:21:07,892 - mmaction - INFO - Epoch [26][1660/2825] lr: 7.500e-03, eta: 2 days, 12:53:22, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.3562 2020-10-01 17:21:29,218 - mmaction - INFO - Epoch [26][1680/2825] lr: 7.500e-03, eta: 2 days, 12:53:03, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7542, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.2580 2020-10-01 17:21:50,218 - mmaction - INFO - Epoch [26][1700/2825] lr: 7.500e-03, eta: 2 days, 12:52:42, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7516, loss_cls: 2.1654, loss: 2.1654, grad_norm: 5.2349 2020-10-01 17:22:10,881 - mmaction - INFO - Epoch [26][1720/2825] lr: 7.500e-03, eta: 2 days, 12:52:21, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5031, top5_acc: 0.7362, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.3300 2020-10-01 17:22:31,526 - mmaction - INFO - Epoch [26][1740/2825] lr: 7.500e-03, eta: 2 days, 12:51:59, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7518, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.2395 2020-10-01 17:22:52,213 - mmaction - INFO - Epoch [26][1760/2825] lr: 7.500e-03, eta: 2 days, 12:51:38, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7357, loss_cls: 2.2273, loss: 2.2273, grad_norm: 5.3404 2020-10-01 17:23:12,916 - mmaction - INFO - Epoch [26][1780/2825] lr: 7.500e-03, eta: 2 days, 12:51:17, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7513, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.2929 2020-10-01 17:23:34,673 - mmaction - INFO - Epoch [26][1800/2825] lr: 7.500e-03, eta: 2 days, 12:50:59, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5055, top5_acc: 0.7487, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.3097 2020-10-01 17:23:54,289 - mmaction - INFO - Epoch [26][1820/2825] lr: 7.500e-03, eta: 2 days, 12:50:34, time: 0.981, data_time: 0.001, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7521, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.2160 2020-10-01 17:24:15,721 - mmaction - INFO - Epoch [26][1840/2825] lr: 7.500e-03, eta: 2 days, 12:50:15, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7573, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.3447 2020-10-01 17:24:36,177 - mmaction - INFO - Epoch [26][1860/2825] lr: 7.500e-03, eta: 2 days, 12:49:53, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.2414 2020-10-01 17:24:56,348 - mmaction - INFO - Epoch [26][1880/2825] lr: 7.500e-03, eta: 2 days, 12:49:30, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7466, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.1534 2020-10-01 17:25:16,507 - mmaction - INFO - Epoch [26][1900/2825] lr: 7.500e-03, eta: 2 days, 12:49:07, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7427, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.2934 2020-10-01 17:25:37,695 - mmaction - INFO - Epoch [26][1920/2825] lr: 7.500e-03, eta: 2 days, 12:48:47, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.3299 2020-10-01 17:25:58,572 - mmaction - INFO - Epoch [26][1940/2825] lr: 7.500e-03, eta: 2 days, 12:48:27, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5000, top5_acc: 0.7380, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.4140 2020-10-01 17:26:18,981 - mmaction - INFO - Epoch [26][1960/2825] lr: 7.500e-03, eta: 2 days, 12:48:04, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7505, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.2926 2020-10-01 17:26:39,889 - mmaction - INFO - Epoch [26][1980/2825] lr: 7.500e-03, eta: 2 days, 12:47:44, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7458, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.2718 2020-10-01 17:27:01,148 - mmaction - INFO - Epoch [26][2000/2825] lr: 7.500e-03, eta: 2 days, 12:47:24, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7531, loss_cls: 2.1557, loss: 2.1557, grad_norm: 5.3307 2020-10-01 17:27:20,679 - mmaction - INFO - Epoch [26][2020/2825] lr: 7.500e-03, eta: 2 days, 12:46:59, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7534, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.2266 2020-10-01 17:27:42,288 - mmaction - INFO - Epoch [26][2040/2825] lr: 7.500e-03, eta: 2 days, 12:46:41, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7359, loss_cls: 2.2033, loss: 2.2033, grad_norm: 5.3730 2020-10-01 17:28:03,236 - mmaction - INFO - Epoch [26][2060/2825] lr: 7.500e-03, eta: 2 days, 12:46:20, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.4901, top5_acc: 0.7359, loss_cls: 2.2610, loss: 2.2610, grad_norm: 5.4228 2020-10-01 17:28:23,494 - mmaction - INFO - Epoch [26][2080/2825] lr: 7.500e-03, eta: 2 days, 12:45:58, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7458, loss_cls: 2.1686, loss: 2.1686, grad_norm: 5.2861 2020-10-01 17:28:44,413 - mmaction - INFO - Epoch [26][2100/2825] lr: 7.500e-03, eta: 2 days, 12:45:37, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7349, loss_cls: 2.2012, loss: 2.2012, grad_norm: 5.3151 2020-10-01 17:29:04,715 - mmaction - INFO - Epoch [26][2120/2825] lr: 7.500e-03, eta: 2 days, 12:45:14, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7646, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.1888 2020-10-01 17:29:26,050 - mmaction - INFO - Epoch [26][2140/2825] lr: 7.500e-03, eta: 2 days, 12:44:55, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1812, loss: 2.1812, grad_norm: 5.3995 2020-10-01 17:29:47,875 - mmaction - INFO - Epoch [26][2160/2825] lr: 7.500e-03, eta: 2 days, 12:44:37, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7464, loss_cls: 2.1314, loss: 2.1314, grad_norm: 5.2509 2020-10-01 17:30:11,439 - mmaction - INFO - Epoch [26][2180/2825] lr: 7.500e-03, eta: 2 days, 12:44:24, time: 1.178, data_time: 0.001, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7523, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.2376 2020-10-01 17:30:31,064 - mmaction - INFO - Epoch [26][2200/2825] lr: 7.500e-03, eta: 2 days, 12:43:59, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.2769 2020-10-01 17:30:51,135 - mmaction - INFO - Epoch [26][2220/2825] lr: 7.500e-03, eta: 2 days, 12:43:36, time: 1.004, data_time: 0.003, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.2606 2020-10-01 17:31:12,067 - mmaction - INFO - Epoch [26][2240/2825] lr: 7.500e-03, eta: 2 days, 12:43:16, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7406, loss_cls: 2.1739, loss: 2.1739, grad_norm: 5.3535 2020-10-01 17:31:34,085 - mmaction - INFO - Epoch [26][2260/2825] lr: 7.500e-03, eta: 2 days, 12:42:58, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7419, loss_cls: 2.2176, loss: 2.2176, grad_norm: 5.3292 2020-10-01 17:31:53,666 - mmaction - INFO - Epoch [26][2280/2825] lr: 7.500e-03, eta: 2 days, 12:42:34, time: 0.980, data_time: 0.035, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7469, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.3367 2020-10-01 17:32:15,566 - mmaction - INFO - Epoch [26][2300/2825] lr: 7.500e-03, eta: 2 days, 12:42:16, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.5188, top5_acc: 0.7471, loss_cls: 2.1452, loss: 2.1452, grad_norm: 5.2398 2020-10-01 17:32:35,709 - mmaction - INFO - Epoch [26][2320/2825] lr: 7.500e-03, eta: 2 days, 12:41:53, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7508, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.1767 2020-10-01 17:32:57,996 - mmaction - INFO - Epoch [26][2340/2825] lr: 7.500e-03, eta: 2 days, 12:41:36, time: 1.114, data_time: 0.008, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7409, loss_cls: 2.2257, loss: 2.2257, grad_norm: 5.2709 2020-10-01 17:33:18,109 - mmaction - INFO - Epoch [26][2360/2825] lr: 7.500e-03, eta: 2 days, 12:41:13, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7430, loss_cls: 2.1971, loss: 2.1971, grad_norm: 5.3413 2020-10-01 17:33:39,292 - mmaction - INFO - Epoch [26][2380/2825] lr: 7.500e-03, eta: 2 days, 12:40:53, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7523, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.3021 2020-10-01 17:33:59,659 - mmaction - INFO - Epoch [26][2400/2825] lr: 7.500e-03, eta: 2 days, 12:40:31, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7505, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.2550 2020-10-01 17:34:20,830 - mmaction - INFO - Epoch [26][2420/2825] lr: 7.500e-03, eta: 2 days, 12:40:11, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7396, loss_cls: 2.1568, loss: 2.1568, grad_norm: 5.2408 2020-10-01 17:34:40,388 - mmaction - INFO - Epoch [26][2440/2825] lr: 7.500e-03, eta: 2 days, 12:39:46, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.2728 2020-10-01 17:35:02,041 - mmaction - INFO - Epoch [26][2460/2825] lr: 7.500e-03, eta: 2 days, 12:39:28, time: 1.084, data_time: 0.003, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7594, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.2233 2020-10-01 17:35:21,989 - mmaction - INFO - Epoch [26][2480/2825] lr: 7.500e-03, eta: 2 days, 12:39:04, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7573, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.4334 2020-10-01 17:35:42,042 - mmaction - INFO - Epoch [26][2500/2825] lr: 7.500e-03, eta: 2 days, 12:38:41, time: 1.003, data_time: 0.037, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7471, loss_cls: 2.1623, loss: 2.1623, grad_norm: 5.3595 2020-10-01 17:36:03,330 - mmaction - INFO - Epoch [26][2520/2825] lr: 7.500e-03, eta: 2 days, 12:38:22, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7396, loss_cls: 2.1640, loss: 2.1640, grad_norm: 5.3120 2020-10-01 17:36:23,745 - mmaction - INFO - Epoch [26][2540/2825] lr: 7.500e-03, eta: 2 days, 12:38:00, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.2208 2020-10-01 17:36:45,208 - mmaction - INFO - Epoch [26][2560/2825] lr: 7.500e-03, eta: 2 days, 12:37:40, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7464, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.1946 2020-10-01 17:37:05,678 - mmaction - INFO - Epoch [26][2580/2825] lr: 7.500e-03, eta: 2 days, 12:37:19, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.2088 2020-10-01 17:37:26,168 - mmaction - INFO - Epoch [26][2600/2825] lr: 7.500e-03, eta: 2 days, 12:36:57, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7534, loss_cls: 2.1113, loss: 2.1113, grad_norm: 5.2579 2020-10-01 17:37:46,974 - mmaction - INFO - Epoch [26][2620/2825] lr: 7.500e-03, eta: 2 days, 12:36:36, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7555, loss_cls: 2.1617, loss: 2.1617, grad_norm: 5.3645 2020-10-01 17:38:07,177 - mmaction - INFO - Epoch [26][2640/2825] lr: 7.500e-03, eta: 2 days, 12:36:13, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7505, loss_cls: 2.1444, loss: 2.1444, grad_norm: 5.2664 2020-10-01 17:38:27,542 - mmaction - INFO - Epoch [26][2660/2825] lr: 7.500e-03, eta: 2 days, 12:35:51, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7466, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.3743 2020-10-01 17:38:49,844 - mmaction - INFO - Epoch [26][2680/2825] lr: 7.500e-03, eta: 2 days, 12:35:34, time: 1.114, data_time: 0.001, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7435, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.3341 2020-10-01 17:39:09,774 - mmaction - INFO - Epoch [26][2700/2825] lr: 7.500e-03, eta: 2 days, 12:35:10, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7482, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.2266 2020-10-01 17:39:30,068 - mmaction - INFO - Epoch [26][2720/2825] lr: 7.500e-03, eta: 2 days, 12:34:48, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7599, loss_cls: 2.1517, loss: 2.1517, grad_norm: 5.2889 2020-10-01 17:39:50,636 - mmaction - INFO - Epoch [26][2740/2825] lr: 7.500e-03, eta: 2 days, 12:34:26, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7563, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.2822 2020-10-01 17:40:11,224 - mmaction - INFO - Epoch [26][2760/2825] lr: 7.500e-03, eta: 2 days, 12:34:05, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.3420 2020-10-01 17:40:33,299 - mmaction - INFO - Epoch [26][2780/2825] lr: 7.500e-03, eta: 2 days, 12:33:47, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7555, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.2444 2020-10-01 17:40:52,721 - mmaction - INFO - Epoch [26][2800/2825] lr: 7.500e-03, eta: 2 days, 12:33:22, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7430, loss_cls: 2.1392, loss: 2.1392, grad_norm: 5.2999 2020-10-01 17:41:14,471 - mmaction - INFO - Epoch [26][2820/2825] lr: 7.500e-03, eta: 2 days, 12:33:04, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7526, loss_cls: 2.1413, loss: 2.1413, grad_norm: 5.2662 2020-10-01 17:41:20,954 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-10-01 17:42:09,160 - mmaction - INFO - Epoch [27][20/2825] lr: 7.500e-03, eta: 2 days, 12:33:35, time: 2.314, data_time: 1.175, memory: 8353, top1_acc: 0.5063, top5_acc: 0.7456, loss_cls: 2.1904, loss: 2.1904, grad_norm: 5.3289 2020-10-01 17:42:30,721 - mmaction - INFO - Epoch [27][40/2825] lr: 7.500e-03, eta: 2 days, 12:33:17, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7664, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.1962 2020-10-01 17:42:50,722 - mmaction - INFO - Epoch [27][60/2825] lr: 7.500e-03, eta: 2 days, 12:32:53, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7516, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.2782 2020-10-01 17:43:11,421 - mmaction - INFO - Epoch [27][80/2825] lr: 7.500e-03, eta: 2 days, 12:32:32, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7602, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.2183 2020-10-01 17:43:33,098 - mmaction - INFO - Epoch [27][100/2825] lr: 7.500e-03, eta: 2 days, 12:32:13, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7451, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.2232 2020-10-01 17:43:53,511 - mmaction - INFO - Epoch [27][120/2825] lr: 7.500e-03, eta: 2 days, 12:31:51, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0972, loss: 2.0972, grad_norm: 5.2194 2020-10-01 17:44:13,572 - mmaction - INFO - Epoch [27][140/2825] lr: 7.500e-03, eta: 2 days, 12:31:28, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7529, loss_cls: 2.1576, loss: 2.1576, grad_norm: 5.3629 2020-10-01 17:44:34,834 - mmaction - INFO - Epoch [27][160/2825] lr: 7.500e-03, eta: 2 days, 12:31:09, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7464, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.2844 2020-10-01 17:44:56,375 - mmaction - INFO - Epoch [27][180/2825] lr: 7.500e-03, eta: 2 days, 12:30:50, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7620, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.2950 2020-10-01 17:45:16,433 - mmaction - INFO - Epoch [27][200/2825] lr: 7.500e-03, eta: 2 days, 12:30:26, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7615, loss_cls: 2.0868, loss: 2.0868, grad_norm: 5.2738 2020-10-01 17:45:37,513 - mmaction - INFO - Epoch [27][220/2825] lr: 7.500e-03, eta: 2 days, 12:30:06, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7607, loss_cls: 2.1285, loss: 2.1285, grad_norm: 5.2704 2020-10-01 17:45:57,442 - mmaction - INFO - Epoch [27][240/2825] lr: 7.500e-03, eta: 2 days, 12:29:43, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7578, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.3685 2020-10-01 17:46:17,943 - mmaction - INFO - Epoch [27][260/2825] lr: 7.500e-03, eta: 2 days, 12:29:21, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7573, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.3146 2020-10-01 17:46:38,974 - mmaction - INFO - Epoch [27][280/2825] lr: 7.500e-03, eta: 2 days, 12:29:00, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7464, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.1946 2020-10-01 17:46:59,190 - mmaction - INFO - Epoch [27][300/2825] lr: 7.500e-03, eta: 2 days, 12:28:38, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7523, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.3100 2020-10-01 17:47:19,549 - mmaction - INFO - Epoch [27][320/2825] lr: 7.500e-03, eta: 2 days, 12:28:15, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7560, loss_cls: 2.1469, loss: 2.1469, grad_norm: 5.2233 2020-10-01 17:47:41,624 - mmaction - INFO - Epoch [27][340/2825] lr: 7.500e-03, eta: 2 days, 12:27:58, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7503, loss_cls: 2.1399, loss: 2.1399, grad_norm: 5.3014 2020-10-01 17:48:02,023 - mmaction - INFO - Epoch [27][360/2825] lr: 7.500e-03, eta: 2 days, 12:27:36, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.2823 2020-10-01 17:48:22,402 - mmaction - INFO - Epoch [27][380/2825] lr: 7.500e-03, eta: 2 days, 12:27:14, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7492, loss_cls: 2.1700, loss: 2.1700, grad_norm: 5.3948 2020-10-01 17:48:42,758 - mmaction - INFO - Epoch [27][400/2825] lr: 7.500e-03, eta: 2 days, 12:26:51, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7622, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.2976 2020-10-01 17:49:04,066 - mmaction - INFO - Epoch [27][420/2825] lr: 7.500e-03, eta: 2 days, 12:26:32, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7622, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.2049 2020-10-01 17:49:24,419 - mmaction - INFO - Epoch [27][440/2825] lr: 7.500e-03, eta: 2 days, 12:26:10, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7552, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.2820 2020-10-01 17:49:45,253 - mmaction - INFO - Epoch [27][460/2825] lr: 7.500e-03, eta: 2 days, 12:25:49, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.3541 2020-10-01 17:50:05,091 - mmaction - INFO - Epoch [27][480/2825] lr: 7.500e-03, eta: 2 days, 12:25:25, time: 0.992, data_time: 0.022, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7596, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.2304 2020-10-01 17:50:26,053 - mmaction - INFO - Epoch [27][500/2825] lr: 7.500e-03, eta: 2 days, 12:25:04, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7622, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.3266 2020-10-01 17:50:47,692 - mmaction - INFO - Epoch [27][520/2825] lr: 7.500e-03, eta: 2 days, 12:24:46, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7474, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.3998 2020-10-01 17:51:07,669 - mmaction - INFO - Epoch [27][540/2825] lr: 7.500e-03, eta: 2 days, 12:24:22, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7531, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.2170 2020-10-01 17:51:29,761 - mmaction - INFO - Epoch [27][560/2825] lr: 7.500e-03, eta: 2 days, 12:24:05, time: 1.104, data_time: 0.001, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.3155 2020-10-01 17:51:49,579 - mmaction - INFO - Epoch [27][580/2825] lr: 7.500e-03, eta: 2 days, 12:23:41, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7576, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.2305 2020-10-01 17:52:10,086 - mmaction - INFO - Epoch [27][600/2825] lr: 7.500e-03, eta: 2 days, 12:23:19, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5154, top5_acc: 0.7448, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.1508 2020-10-01 17:52:31,145 - mmaction - INFO - Epoch [27][620/2825] lr: 7.500e-03, eta: 2 days, 12:22:59, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7435, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.3360 2020-10-01 17:52:51,353 - mmaction - INFO - Epoch [27][640/2825] lr: 7.500e-03, eta: 2 days, 12:22:36, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7531, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.3218 2020-10-01 17:53:12,069 - mmaction - INFO - Epoch [27][660/2825] lr: 7.500e-03, eta: 2 days, 12:22:15, time: 1.036, data_time: 0.052, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.1099, loss: 2.1099, grad_norm: 5.1421 2020-10-01 17:53:34,043 - mmaction - INFO - Epoch [27][680/2825] lr: 7.500e-03, eta: 2 days, 12:21:57, time: 1.098, data_time: 0.012, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7659, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.1249 2020-10-01 17:53:54,090 - mmaction - INFO - Epoch [27][700/2825] lr: 7.500e-03, eta: 2 days, 12:21:34, time: 1.003, data_time: 0.003, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7474, loss_cls: 2.1555, loss: 2.1555, grad_norm: 5.3323 2020-10-01 17:54:15,091 - mmaction - INFO - Epoch [27][720/2825] lr: 7.500e-03, eta: 2 days, 12:21:14, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7456, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.3268 2020-10-01 17:54:35,542 - mmaction - INFO - Epoch [27][740/2825] lr: 7.500e-03, eta: 2 days, 12:20:52, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7576, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.1842 2020-10-01 17:54:55,977 - mmaction - INFO - Epoch [27][760/2825] lr: 7.500e-03, eta: 2 days, 12:20:30, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.2092 2020-10-01 17:55:16,217 - mmaction - INFO - Epoch [27][780/2825] lr: 7.500e-03, eta: 2 days, 12:20:07, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7497, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.2779 2020-10-01 17:55:37,081 - mmaction - INFO - Epoch [27][800/2825] lr: 7.500e-03, eta: 2 days, 12:19:46, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7536, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.2154 2020-10-01 17:55:57,668 - mmaction - INFO - Epoch [27][820/2825] lr: 7.500e-03, eta: 2 days, 12:19:25, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7474, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.2621 2020-10-01 17:56:17,695 - mmaction - INFO - Epoch [27][840/2825] lr: 7.500e-03, eta: 2 days, 12:19:01, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7529, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.3151 2020-10-01 17:56:38,182 - mmaction - INFO - Epoch [27][860/2825] lr: 7.500e-03, eta: 2 days, 12:18:39, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7505, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.1344 2020-10-01 17:57:00,267 - mmaction - INFO - Epoch [27][880/2825] lr: 7.500e-03, eta: 2 days, 12:18:22, time: 1.104, data_time: 0.001, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7521, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.3501 2020-10-01 17:57:20,277 - mmaction - INFO - Epoch [27][900/2825] lr: 7.500e-03, eta: 2 days, 12:17:59, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7529, loss_cls: 2.1082, loss: 2.1082, grad_norm: 5.2488 2020-10-01 17:57:40,310 - mmaction - INFO - Epoch [27][920/2825] lr: 7.500e-03, eta: 2 days, 12:17:36, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7557, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.2580 2020-10-01 17:58:01,523 - mmaction - INFO - Epoch [27][940/2825] lr: 7.500e-03, eta: 2 days, 12:17:16, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7529, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.1678 2020-10-01 17:58:22,156 - mmaction - INFO - Epoch [27][960/2825] lr: 7.500e-03, eta: 2 days, 12:16:54, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7648, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.2817 2020-10-01 17:58:43,578 - mmaction - INFO - Epoch [27][980/2825] lr: 7.500e-03, eta: 2 days, 12:16:35, time: 1.070, data_time: 0.054, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7534, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.3754 2020-10-01 17:59:03,317 - mmaction - INFO - Epoch [27][1000/2825] lr: 7.500e-03, eta: 2 days, 12:16:11, time: 0.987, data_time: 0.151, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7495, loss_cls: 2.1700, loss: 2.1700, grad_norm: 5.2497 2020-10-01 17:59:23,679 - mmaction - INFO - Epoch [27][1020/2825] lr: 7.500e-03, eta: 2 days, 12:15:49, time: 1.019, data_time: 0.123, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7409, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.2291 2020-10-01 17:59:44,028 - mmaction - INFO - Epoch [27][1040/2825] lr: 7.500e-03, eta: 2 days, 12:15:27, time: 1.018, data_time: 0.300, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7602, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.2577 2020-10-01 18:00:06,302 - mmaction - INFO - Epoch [27][1060/2825] lr: 7.500e-03, eta: 2 days, 12:15:10, time: 1.114, data_time: 0.236, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7602, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.3307 2020-10-01 18:00:27,063 - mmaction - INFO - Epoch [27][1080/2825] lr: 7.500e-03, eta: 2 days, 12:14:48, time: 1.037, data_time: 0.019, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7479, loss_cls: 2.1595, loss: 2.1595, grad_norm: 5.2871 2020-10-01 18:00:47,919 - mmaction - INFO - Epoch [27][1100/2825] lr: 7.500e-03, eta: 2 days, 12:14:28, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.1802 2020-10-01 18:01:09,609 - mmaction - INFO - Epoch [27][1120/2825] lr: 7.500e-03, eta: 2 days, 12:14:09, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7570, loss_cls: 2.0902, loss: 2.0902, grad_norm: 5.2360 2020-10-01 18:01:30,018 - mmaction - INFO - Epoch [27][1140/2825] lr: 7.500e-03, eta: 2 days, 12:13:47, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7534, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.2566 2020-10-01 18:01:51,210 - mmaction - INFO - Epoch [27][1160/2825] lr: 7.500e-03, eta: 2 days, 12:13:27, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7591, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.1690 2020-10-01 18:02:11,623 - mmaction - INFO - Epoch [27][1180/2825] lr: 7.500e-03, eta: 2 days, 12:13:05, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7560, loss_cls: 2.1444, loss: 2.1444, grad_norm: 5.3434 2020-10-01 18:02:31,300 - mmaction - INFO - Epoch [27][1200/2825] lr: 7.500e-03, eta: 2 days, 12:12:41, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7549, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.2920 2020-10-01 18:02:52,312 - mmaction - INFO - Epoch [27][1220/2825] lr: 7.500e-03, eta: 2 days, 12:12:20, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7620, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.3195 2020-10-01 18:03:12,457 - mmaction - INFO - Epoch [27][1240/2825] lr: 7.500e-03, eta: 2 days, 12:11:58, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7604, loss_cls: 2.1142, loss: 2.1142, grad_norm: 5.2922 2020-10-01 18:03:34,484 - mmaction - INFO - Epoch [27][1260/2825] lr: 7.500e-03, eta: 2 days, 12:11:40, time: 1.100, data_time: 0.001, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7534, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.2416 2020-10-01 18:03:54,572 - mmaction - INFO - Epoch [27][1280/2825] lr: 7.500e-03, eta: 2 days, 12:11:17, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7440, loss_cls: 2.1411, loss: 2.1411, grad_norm: 5.2776 2020-10-01 18:04:15,636 - mmaction - INFO - Epoch [27][1300/2825] lr: 7.500e-03, eta: 2 days, 12:10:57, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7568, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.2453 2020-10-01 18:04:36,465 - mmaction - INFO - Epoch [27][1320/2825] lr: 7.500e-03, eta: 2 days, 12:10:36, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7495, loss_cls: 2.1481, loss: 2.1481, grad_norm: 5.2758 2020-10-01 18:04:57,119 - mmaction - INFO - Epoch [27][1340/2825] lr: 7.500e-03, eta: 2 days, 12:10:14, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7544, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.3666 2020-10-01 18:05:17,739 - mmaction - INFO - Epoch [27][1360/2825] lr: 7.500e-03, eta: 2 days, 12:09:53, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7617, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.2507 2020-10-01 18:05:38,479 - mmaction - INFO - Epoch [27][1380/2825] lr: 7.500e-03, eta: 2 days, 12:09:32, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7490, loss_cls: 2.1180, loss: 2.1180, grad_norm: 5.3456 2020-10-01 18:05:58,726 - mmaction - INFO - Epoch [27][1400/2825] lr: 7.500e-03, eta: 2 days, 12:09:09, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7503, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.3411 2020-10-01 18:06:20,318 - mmaction - INFO - Epoch [27][1420/2825] lr: 7.500e-03, eta: 2 days, 12:08:50, time: 1.080, data_time: 0.003, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7536, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.3280 2020-10-01 18:06:40,823 - mmaction - INFO - Epoch [27][1440/2825] lr: 7.500e-03, eta: 2 days, 12:08:28, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7510, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.3470 2020-10-01 18:07:00,618 - mmaction - INFO - Epoch [27][1460/2825] lr: 7.500e-03, eta: 2 days, 12:08:05, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7539, loss_cls: 2.1333, loss: 2.1333, grad_norm: 5.3251 2020-10-01 18:07:22,002 - mmaction - INFO - Epoch [27][1480/2825] lr: 7.500e-03, eta: 2 days, 12:07:45, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7458, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.2894 2020-10-01 18:07:42,984 - mmaction - INFO - Epoch [27][1500/2825] lr: 7.500e-03, eta: 2 days, 12:07:25, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.1971 2020-10-01 18:08:04,324 - mmaction - INFO - Epoch [27][1520/2825] lr: 7.500e-03, eta: 2 days, 12:07:05, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.1900, loss: 2.1900, grad_norm: 5.3201 2020-10-01 18:08:24,230 - mmaction - INFO - Epoch [27][1540/2825] lr: 7.500e-03, eta: 2 days, 12:06:42, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7443, loss_cls: 2.2070, loss: 2.2070, grad_norm: 5.2887 2020-10-01 18:08:45,352 - mmaction - INFO - Epoch [27][1560/2825] lr: 7.500e-03, eta: 2 days, 12:06:21, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7474, loss_cls: 2.1584, loss: 2.1584, grad_norm: 5.2874 2020-10-01 18:09:06,127 - mmaction - INFO - Epoch [27][1580/2825] lr: 7.500e-03, eta: 2 days, 12:06:00, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7471, loss_cls: 2.1550, loss: 2.1550, grad_norm: 5.3338 2020-10-01 18:09:26,413 - mmaction - INFO - Epoch [27][1600/2825] lr: 7.500e-03, eta: 2 days, 12:05:38, time: 1.013, data_time: 0.113, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7581, loss_cls: 2.1139, loss: 2.1139, grad_norm: 5.2896 2020-10-01 18:09:48,141 - mmaction - INFO - Epoch [27][1620/2825] lr: 7.500e-03, eta: 2 days, 12:05:20, time: 1.086, data_time: 0.456, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7529, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.3527 2020-10-01 18:10:08,010 - mmaction - INFO - Epoch [27][1640/2825] lr: 7.500e-03, eta: 2 days, 12:04:56, time: 0.995, data_time: 0.378, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7479, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.3625 2020-10-01 18:10:28,169 - mmaction - INFO - Epoch [27][1660/2825] lr: 7.500e-03, eta: 2 days, 12:04:33, time: 1.007, data_time: 0.378, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7589, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.2593 2020-10-01 18:10:48,875 - mmaction - INFO - Epoch [27][1680/2825] lr: 7.500e-03, eta: 2 days, 12:04:12, time: 1.036, data_time: 0.247, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7596, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.3016 2020-10-01 18:11:09,826 - mmaction - INFO - Epoch [27][1700/2825] lr: 7.500e-03, eta: 2 days, 12:03:51, time: 1.048, data_time: 0.066, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7477, loss_cls: 2.1608, loss: 2.1608, grad_norm: 5.2999 2020-10-01 18:11:30,730 - mmaction - INFO - Epoch [27][1720/2825] lr: 7.500e-03, eta: 2 days, 12:03:31, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7479, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.2891 2020-10-01 18:11:51,270 - mmaction - INFO - Epoch [27][1740/2825] lr: 7.500e-03, eta: 2 days, 12:03:09, time: 1.027, data_time: 0.223, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7458, loss_cls: 2.1810, loss: 2.1810, grad_norm: 5.3457 2020-10-01 18:12:12,058 - mmaction - INFO - Epoch [27][1760/2825] lr: 7.500e-03, eta: 2 days, 12:02:48, time: 1.040, data_time: 0.241, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7422, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.4260 2020-10-01 18:12:32,653 - mmaction - INFO - Epoch [27][1780/2825] lr: 7.500e-03, eta: 2 days, 12:02:26, time: 1.030, data_time: 0.300, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7432, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.2945 2020-10-01 18:12:53,409 - mmaction - INFO - Epoch [27][1800/2825] lr: 7.500e-03, eta: 2 days, 12:02:05, time: 1.037, data_time: 0.347, memory: 8353, top1_acc: 0.5068, top5_acc: 0.7302, loss_cls: 2.2339, loss: 2.2339, grad_norm: 5.4468 2020-10-01 18:13:13,130 - mmaction - INFO - Epoch [27][1820/2825] lr: 7.500e-03, eta: 2 days, 12:01:41, time: 0.985, data_time: 0.186, memory: 8353, top1_acc: 0.4997, top5_acc: 0.7401, loss_cls: 2.2064, loss: 2.2064, grad_norm: 5.5118 2020-10-01 18:13:34,987 - mmaction - INFO - Epoch [27][1840/2825] lr: 7.500e-03, eta: 2 days, 12:01:23, time: 1.093, data_time: 0.063, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7539, loss_cls: 2.1130, loss: 2.1130, grad_norm: 5.2484 2020-10-01 18:13:56,449 - mmaction - INFO - Epoch [27][1860/2825] lr: 7.500e-03, eta: 2 days, 12:01:04, time: 1.074, data_time: 0.364, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.2958 2020-10-01 18:14:15,757 - mmaction - INFO - Epoch [27][1880/2825] lr: 7.500e-03, eta: 2 days, 12:00:39, time: 0.966, data_time: 0.356, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7490, loss_cls: 2.1555, loss: 2.1555, grad_norm: 5.3284 2020-10-01 18:14:36,945 - mmaction - INFO - Epoch [27][1900/2825] lr: 7.500e-03, eta: 2 days, 12:00:19, time: 1.060, data_time: 0.310, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7534, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.3158 2020-10-01 18:14:56,886 - mmaction - INFO - Epoch [27][1920/2825] lr: 7.500e-03, eta: 2 days, 11:59:55, time: 0.997, data_time: 0.232, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7500, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.3891 2020-10-01 18:15:17,036 - mmaction - INFO - Epoch [27][1940/2825] lr: 7.500e-03, eta: 2 days, 11:59:33, time: 1.008, data_time: 0.204, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1748, loss: 2.1748, grad_norm: 5.4317 2020-10-01 18:15:38,177 - mmaction - INFO - Epoch [27][1960/2825] lr: 7.500e-03, eta: 2 days, 11:59:13, time: 1.058, data_time: 0.065, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7414, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.3127 2020-10-01 18:15:58,342 - mmaction - INFO - Epoch [27][1980/2825] lr: 7.500e-03, eta: 2 days, 11:58:50, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5073, top5_acc: 0.7596, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.2792 2020-10-01 18:16:18,841 - mmaction - INFO - Epoch [27][2000/2825] lr: 7.500e-03, eta: 2 days, 11:58:28, time: 1.025, data_time: 0.006, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.1935 2020-10-01 18:16:40,912 - mmaction - INFO - Epoch [27][2020/2825] lr: 7.500e-03, eta: 2 days, 11:58:10, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7500, loss_cls: 2.1570, loss: 2.1570, grad_norm: 5.3037 2020-10-01 18:17:00,534 - mmaction - INFO - Epoch [27][2040/2825] lr: 7.500e-03, eta: 2 days, 11:57:46, time: 0.981, data_time: 0.001, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7513, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.3388 2020-10-01 18:17:21,007 - mmaction - INFO - Epoch [27][2060/2825] lr: 7.500e-03, eta: 2 days, 11:57:24, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7456, loss_cls: 2.1815, loss: 2.1815, grad_norm: 5.4348 2020-10-01 18:17:41,641 - mmaction - INFO - Epoch [27][2080/2825] lr: 7.500e-03, eta: 2 days, 11:57:03, time: 1.031, data_time: 0.044, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7497, loss_cls: 2.1660, loss: 2.1660, grad_norm: 5.3234 2020-10-01 18:18:03,311 - mmaction - INFO - Epoch [27][2100/2825] lr: 7.500e-03, eta: 2 days, 11:56:44, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7523, loss_cls: 2.1484, loss: 2.1484, grad_norm: 5.2375 2020-10-01 18:18:23,300 - mmaction - INFO - Epoch [27][2120/2825] lr: 7.500e-03, eta: 2 days, 11:56:21, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7505, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.2794 2020-10-01 18:18:44,799 - mmaction - INFO - Epoch [27][2140/2825] lr: 7.500e-03, eta: 2 days, 11:56:02, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7547, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.2902 2020-10-01 18:19:05,935 - mmaction - INFO - Epoch [27][2160/2825] lr: 7.500e-03, eta: 2 days, 11:55:42, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7534, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.3135 2020-10-01 18:19:26,128 - mmaction - INFO - Epoch [27][2180/2825] lr: 7.500e-03, eta: 2 days, 11:55:19, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7490, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.2881 2020-10-01 18:19:47,186 - mmaction - INFO - Epoch [27][2200/2825] lr: 7.500e-03, eta: 2 days, 11:54:59, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7552, loss_cls: 2.1581, loss: 2.1581, grad_norm: 5.3333 2020-10-01 18:20:08,261 - mmaction - INFO - Epoch [27][2220/2825] lr: 7.500e-03, eta: 2 days, 11:54:39, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7453, loss_cls: 2.1676, loss: 2.1676, grad_norm: 5.3717 2020-10-01 18:20:27,216 - mmaction - INFO - Epoch [27][2240/2825] lr: 7.500e-03, eta: 2 days, 11:54:13, time: 0.948, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7466, loss_cls: 2.1736, loss: 2.1736, grad_norm: 5.3264 2020-10-01 18:20:47,994 - mmaction - INFO - Epoch [27][2260/2825] lr: 7.500e-03, eta: 2 days, 11:53:51, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7708, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.2439 2020-10-01 18:21:08,779 - mmaction - INFO - Epoch [27][2280/2825] lr: 7.500e-03, eta: 2 days, 11:53:30, time: 1.039, data_time: 0.006, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7469, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.3596 2020-10-01 18:21:29,264 - mmaction - INFO - Epoch [27][2300/2825] lr: 7.500e-03, eta: 2 days, 11:53:08, time: 1.024, data_time: 0.069, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7482, loss_cls: 2.1349, loss: 2.1349, grad_norm: 5.2629 2020-10-01 18:21:50,125 - mmaction - INFO - Epoch [27][2320/2825] lr: 7.500e-03, eta: 2 days, 11:52:48, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7435, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.4041 2020-10-01 18:22:10,632 - mmaction - INFO - Epoch [27][2340/2825] lr: 7.500e-03, eta: 2 days, 11:52:26, time: 1.025, data_time: 0.072, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7393, loss_cls: 2.2176, loss: 2.2176, grad_norm: 5.3289 2020-10-01 18:22:30,789 - mmaction - INFO - Epoch [27][2360/2825] lr: 7.500e-03, eta: 2 days, 11:52:03, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7437, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.3254 2020-10-01 18:22:51,548 - mmaction - INFO - Epoch [27][2380/2825] lr: 7.500e-03, eta: 2 days, 11:51:42, time: 1.037, data_time: 0.014, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7503, loss_cls: 2.1920, loss: 2.1920, grad_norm: 5.2467 2020-10-01 18:23:11,385 - mmaction - INFO - Epoch [27][2400/2825] lr: 7.500e-03, eta: 2 days, 11:51:18, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7643, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.2933 2020-10-01 18:23:32,631 - mmaction - INFO - Epoch [27][2420/2825] lr: 7.500e-03, eta: 2 days, 11:50:59, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7456, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.2686 2020-10-01 18:23:53,675 - mmaction - INFO - Epoch [27][2440/2825] lr: 7.500e-03, eta: 2 days, 11:50:38, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7466, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.2108 2020-10-01 18:24:13,705 - mmaction - INFO - Epoch [27][2460/2825] lr: 7.500e-03, eta: 2 days, 11:50:15, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7505, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.2746 2020-10-01 18:24:35,057 - mmaction - INFO - Epoch [27][2480/2825] lr: 7.500e-03, eta: 2 days, 11:49:56, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7474, loss_cls: 2.1837, loss: 2.1837, grad_norm: 5.3282 2020-10-01 18:24:56,224 - mmaction - INFO - Epoch [27][2500/2825] lr: 7.500e-03, eta: 2 days, 11:49:36, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.5005, top5_acc: 0.7354, loss_cls: 2.2157, loss: 2.2157, grad_norm: 5.4306 2020-10-01 18:25:16,003 - mmaction - INFO - Epoch [27][2520/2825] lr: 7.500e-03, eta: 2 days, 11:49:12, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.2288 2020-10-01 18:25:37,293 - mmaction - INFO - Epoch [27][2540/2825] lr: 7.500e-03, eta: 2 days, 11:48:52, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7466, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.2351 2020-10-01 18:25:58,020 - mmaction - INFO - Epoch [27][2560/2825] lr: 7.500e-03, eta: 2 days, 11:48:31, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7529, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.1795 2020-10-01 18:26:17,632 - mmaction - INFO - Epoch [27][2580/2825] lr: 7.500e-03, eta: 2 days, 11:48:07, time: 0.982, data_time: 0.003, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7536, loss_cls: 2.1651, loss: 2.1651, grad_norm: 5.3247 2020-10-01 18:26:38,594 - mmaction - INFO - Epoch [27][2600/2825] lr: 7.500e-03, eta: 2 days, 11:47:46, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7479, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.2635 2020-10-01 18:26:58,916 - mmaction - INFO - Epoch [27][2620/2825] lr: 7.500e-03, eta: 2 days, 11:47:24, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7503, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.3002 2020-10-01 18:27:19,423 - mmaction - INFO - Epoch [27][2640/2825] lr: 7.500e-03, eta: 2 days, 11:47:02, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7370, loss_cls: 2.1871, loss: 2.1871, grad_norm: 5.2475 2020-10-01 18:27:39,579 - mmaction - INFO - Epoch [27][2660/2825] lr: 7.500e-03, eta: 2 days, 11:46:39, time: 1.007, data_time: 0.053, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.2646 2020-10-01 18:28:00,434 - mmaction - INFO - Epoch [27][2680/2825] lr: 7.500e-03, eta: 2 days, 11:46:18, time: 1.043, data_time: 0.204, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7552, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.2328 2020-10-01 18:28:21,227 - mmaction - INFO - Epoch [27][2700/2825] lr: 7.500e-03, eta: 2 days, 11:45:57, time: 1.039, data_time: 0.066, memory: 8353, top1_acc: 0.5013, top5_acc: 0.7466, loss_cls: 2.1821, loss: 2.1821, grad_norm: 5.1272 2020-10-01 18:28:43,392 - mmaction - INFO - Epoch [27][2720/2825] lr: 7.500e-03, eta: 2 days, 11:45:40, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7633, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.1530 2020-10-01 18:29:03,066 - mmaction - INFO - Epoch [27][2740/2825] lr: 7.500e-03, eta: 2 days, 11:45:16, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7570, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.3669 2020-10-01 18:29:24,204 - mmaction - INFO - Epoch [27][2760/2825] lr: 7.500e-03, eta: 2 days, 11:44:56, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7448, loss_cls: 2.1793, loss: 2.1793, grad_norm: 5.3283 2020-10-01 18:29:45,955 - mmaction - INFO - Epoch [27][2780/2825] lr: 7.500e-03, eta: 2 days, 11:44:38, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7518, loss_cls: 2.1522, loss: 2.1522, grad_norm: 5.2341 2020-10-01 18:30:05,637 - mmaction - INFO - Epoch [27][2800/2825] lr: 7.500e-03, eta: 2 days, 11:44:14, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7505, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.2862 2020-10-01 18:30:27,901 - mmaction - INFO - Epoch [27][2820/2825] lr: 7.500e-03, eta: 2 days, 11:43:57, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.2418 2020-10-01 18:30:33,845 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-10-01 18:31:21,663 - mmaction - INFO - Epoch [28][20/2825] lr: 7.500e-03, eta: 2 days, 11:44:27, time: 2.347, data_time: 1.203, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7534, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.1774 2020-10-01 18:31:42,267 - mmaction - INFO - Epoch [28][40/2825] lr: 7.500e-03, eta: 2 days, 11:44:05, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.1912 2020-10-01 18:32:03,562 - mmaction - INFO - Epoch [28][60/2825] lr: 7.500e-03, eta: 2 days, 11:43:46, time: 1.065, data_time: 0.016, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7659, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.3248 2020-10-01 18:32:23,733 - mmaction - INFO - Epoch [28][80/2825] lr: 7.500e-03, eta: 2 days, 11:43:23, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7492, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.1595 2020-10-01 18:32:45,162 - mmaction - INFO - Epoch [28][100/2825] lr: 7.500e-03, eta: 2 days, 11:43:04, time: 1.072, data_time: 0.014, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7508, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.3444 2020-10-01 18:33:05,464 - mmaction - INFO - Epoch [28][120/2825] lr: 7.500e-03, eta: 2 days, 11:42:41, time: 1.015, data_time: 0.005, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.3052 2020-10-01 18:33:27,083 - mmaction - INFO - Epoch [28][140/2825] lr: 7.500e-03, eta: 2 days, 11:42:22, time: 1.080, data_time: 0.007, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7630, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.2167 2020-10-01 18:33:47,227 - mmaction - INFO - Epoch [28][160/2825] lr: 7.500e-03, eta: 2 days, 11:42:00, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7612, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.2416 2020-10-01 18:34:07,965 - mmaction - INFO - Epoch [28][180/2825] lr: 7.500e-03, eta: 2 days, 11:41:38, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7529, loss_cls: 2.1314, loss: 2.1314, grad_norm: 5.3324 2020-10-01 18:34:28,198 - mmaction - INFO - Epoch [28][200/2825] lr: 7.500e-03, eta: 2 days, 11:41:16, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7568, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.3857 2020-10-01 18:34:49,786 - mmaction - INFO - Epoch [28][220/2825] lr: 7.500e-03, eta: 2 days, 11:40:57, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7500, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.2686 2020-10-01 18:35:09,732 - mmaction - INFO - Epoch [28][240/2825] lr: 7.500e-03, eta: 2 days, 11:40:34, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.5154, top5_acc: 0.7451, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.2538 2020-10-01 18:35:31,258 - mmaction - INFO - Epoch [28][260/2825] lr: 7.500e-03, eta: 2 days, 11:40:15, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7630, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.2021 2020-10-01 18:35:51,841 - mmaction - INFO - Epoch [28][280/2825] lr: 7.500e-03, eta: 2 days, 11:39:53, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7599, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.1974 2020-10-01 18:36:11,898 - mmaction - INFO - Epoch [28][300/2825] lr: 7.500e-03, eta: 2 days, 11:39:30, time: 1.002, data_time: 0.179, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7708, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.2489 2020-10-01 18:36:32,469 - mmaction - INFO - Epoch [28][320/2825] lr: 7.500e-03, eta: 2 days, 11:39:08, time: 1.029, data_time: 0.361, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.1260, loss: 2.1260, grad_norm: 5.2798 2020-10-01 18:36:53,939 - mmaction - INFO - Epoch [28][340/2825] lr: 7.500e-03, eta: 2 days, 11:38:49, time: 1.073, data_time: 0.149, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7604, loss_cls: 2.1097, loss: 2.1097, grad_norm: 5.3798 2020-10-01 18:37:13,714 - mmaction - INFO - Epoch [28][360/2825] lr: 7.500e-03, eta: 2 days, 11:38:25, time: 0.989, data_time: 0.257, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.2860 2020-10-01 18:37:34,843 - mmaction - INFO - Epoch [28][380/2825] lr: 7.500e-03, eta: 2 days, 11:38:05, time: 1.056, data_time: 0.337, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7422, loss_cls: 2.1837, loss: 2.1837, grad_norm: 5.3154 2020-10-01 18:37:55,228 - mmaction - INFO - Epoch [28][400/2825] lr: 7.500e-03, eta: 2 days, 11:37:43, time: 1.020, data_time: 0.358, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7654, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.2690 2020-10-01 18:38:15,927 - mmaction - INFO - Epoch [28][420/2825] lr: 7.500e-03, eta: 2 days, 11:37:22, time: 1.034, data_time: 0.076, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7432, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.3159 2020-10-01 18:38:37,455 - mmaction - INFO - Epoch [28][440/2825] lr: 7.500e-03, eta: 2 days, 11:37:03, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7552, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.2273 2020-10-01 18:38:57,401 - mmaction - INFO - Epoch [28][460/2825] lr: 7.500e-03, eta: 2 days, 11:36:39, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7568, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.3242 2020-10-01 18:39:17,649 - mmaction - INFO - Epoch [28][480/2825] lr: 7.500e-03, eta: 2 days, 11:36:17, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.4550 2020-10-01 18:39:38,460 - mmaction - INFO - Epoch [28][500/2825] lr: 7.500e-03, eta: 2 days, 11:35:56, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7628, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.2774 2020-10-01 18:39:58,408 - mmaction - INFO - Epoch [28][520/2825] lr: 7.500e-03, eta: 2 days, 11:35:33, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7565, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.2328 2020-10-01 18:40:19,635 - mmaction - INFO - Epoch [28][540/2825] lr: 7.500e-03, eta: 2 days, 11:35:13, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7544, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.2180 2020-10-01 18:40:40,083 - mmaction - INFO - Epoch [28][560/2825] lr: 7.500e-03, eta: 2 days, 11:34:51, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7635, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.2397 2020-10-01 18:41:00,756 - mmaction - INFO - Epoch [28][580/2825] lr: 7.500e-03, eta: 2 days, 11:34:29, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7487, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.1877 2020-10-01 18:41:21,836 - mmaction - INFO - Epoch [28][600/2825] lr: 7.500e-03, eta: 2 days, 11:34:09, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7635, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.2673 2020-10-01 18:41:42,109 - mmaction - INFO - Epoch [28][620/2825] lr: 7.500e-03, eta: 2 days, 11:33:47, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7542, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.3036 2020-10-01 18:42:02,244 - mmaction - INFO - Epoch [28][640/2825] lr: 7.500e-03, eta: 2 days, 11:33:24, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7555, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.3034 2020-10-01 18:42:23,982 - mmaction - INFO - Epoch [28][660/2825] lr: 7.500e-03, eta: 2 days, 11:33:06, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7630, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.2277 2020-10-01 18:42:43,987 - mmaction - INFO - Epoch [28][680/2825] lr: 7.500e-03, eta: 2 days, 11:32:42, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.2308 2020-10-01 18:43:03,978 - mmaction - INFO - Epoch [28][700/2825] lr: 7.500e-03, eta: 2 days, 11:32:19, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7583, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.2599 2020-10-01 18:43:25,514 - mmaction - INFO - Epoch [28][720/2825] lr: 7.500e-03, eta: 2 days, 11:32:00, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.2498 2020-10-01 18:43:46,720 - mmaction - INFO - Epoch [28][740/2825] lr: 7.500e-03, eta: 2 days, 11:31:40, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.1952 2020-10-01 18:44:05,883 - mmaction - INFO - Epoch [28][760/2825] lr: 7.500e-03, eta: 2 days, 11:31:15, time: 0.958, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7490, loss_cls: 2.1260, loss: 2.1260, grad_norm: 5.2567 2020-10-01 18:44:26,608 - mmaction - INFO - Epoch [28][780/2825] lr: 7.500e-03, eta: 2 days, 11:30:54, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5026, top5_acc: 0.7471, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.3476 2020-10-01 18:44:48,880 - mmaction - INFO - Epoch [28][800/2825] lr: 7.500e-03, eta: 2 days, 11:30:37, time: 1.115, data_time: 0.003, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7448, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.4331 2020-10-01 18:45:08,889 - mmaction - INFO - Epoch [28][820/2825] lr: 7.500e-03, eta: 2 days, 11:30:13, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7607, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.2885 2020-10-01 18:45:29,050 - mmaction - INFO - Epoch [28][840/2825] lr: 7.500e-03, eta: 2 days, 11:29:51, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7594, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.3219 2020-10-01 18:45:49,906 - mmaction - INFO - Epoch [28][860/2825] lr: 7.500e-03, eta: 2 days, 11:29:30, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7591, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.2729 2020-10-01 18:46:10,338 - mmaction - INFO - Epoch [28][880/2825] lr: 7.500e-03, eta: 2 days, 11:29:08, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7562, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.3500 2020-10-01 18:46:31,996 - mmaction - INFO - Epoch [28][900/2825] lr: 7.500e-03, eta: 2 days, 11:28:49, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7531, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.3280 2020-10-01 18:46:51,505 - mmaction - INFO - Epoch [28][920/2825] lr: 7.500e-03, eta: 2 days, 11:28:25, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7536, loss_cls: 2.1445, loss: 2.1445, grad_norm: 5.2914 2020-10-01 18:47:13,746 - mmaction - INFO - Epoch [28][940/2825] lr: 7.500e-03, eta: 2 days, 11:28:07, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7471, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.3526 2020-10-01 18:47:34,889 - mmaction - INFO - Epoch [28][960/2825] lr: 7.500e-03, eta: 2 days, 11:27:47, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.1016, loss: 2.1016, grad_norm: 5.2074 2020-10-01 18:47:54,917 - mmaction - INFO - Epoch [28][980/2825] lr: 7.500e-03, eta: 2 days, 11:27:24, time: 1.002, data_time: 0.003, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7448, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.3378 2020-10-01 18:48:15,022 - mmaction - INFO - Epoch [28][1000/2825] lr: 7.500e-03, eta: 2 days, 11:27:01, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7589, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.3313 2020-10-01 18:48:36,446 - mmaction - INFO - Epoch [28][1020/2825] lr: 7.500e-03, eta: 2 days, 11:26:42, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7477, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.4123 2020-10-01 18:48:57,299 - mmaction - INFO - Epoch [28][1040/2825] lr: 7.500e-03, eta: 2 days, 11:26:21, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7536, loss_cls: 2.1287, loss: 2.1287, grad_norm: 5.4122 2020-10-01 18:49:18,035 - mmaction - INFO - Epoch [28][1060/2825] lr: 7.500e-03, eta: 2 days, 11:26:00, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7424, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.3563 2020-10-01 18:49:37,470 - mmaction - INFO - Epoch [28][1080/2825] lr: 7.500e-03, eta: 2 days, 11:25:35, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7466, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.2830 2020-10-01 18:49:57,877 - mmaction - INFO - Epoch [28][1100/2825] lr: 7.500e-03, eta: 2 days, 11:25:13, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7490, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.2788 2020-10-01 18:50:19,016 - mmaction - INFO - Epoch [28][1120/2825] lr: 7.500e-03, eta: 2 days, 11:24:53, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7497, loss_cls: 2.1777, loss: 2.1777, grad_norm: 5.3159 2020-10-01 18:50:39,122 - mmaction - INFO - Epoch [28][1140/2825] lr: 7.500e-03, eta: 2 days, 11:24:30, time: 1.005, data_time: 0.174, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7464, loss_cls: 2.1726, loss: 2.1726, grad_norm: 5.3150 2020-10-01 18:51:00,248 - mmaction - INFO - Epoch [28][1160/2825] lr: 7.500e-03, eta: 2 days, 11:24:10, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7479, loss_cls: 2.1216, loss: 2.1216, grad_norm: 5.2098 2020-10-01 18:51:21,108 - mmaction - INFO - Epoch [28][1180/2825] lr: 7.500e-03, eta: 2 days, 11:23:49, time: 1.043, data_time: 0.053, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7513, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.2420 2020-10-01 18:51:40,603 - mmaction - INFO - Epoch [28][1200/2825] lr: 7.500e-03, eta: 2 days, 11:23:25, time: 0.975, data_time: 0.004, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7474, loss_cls: 2.1627, loss: 2.1627, grad_norm: 5.3183 2020-10-01 18:52:01,965 - mmaction - INFO - Epoch [28][1220/2825] lr: 7.500e-03, eta: 2 days, 11:23:05, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7552, loss_cls: 2.1481, loss: 2.1481, grad_norm: 5.3328 2020-10-01 18:52:22,389 - mmaction - INFO - Epoch [28][1240/2825] lr: 7.500e-03, eta: 2 days, 11:22:44, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7607, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.1691 2020-10-01 18:52:42,838 - mmaction - INFO - Epoch [28][1260/2825] lr: 7.500e-03, eta: 2 days, 11:22:22, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7552, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.2727 2020-10-01 18:53:03,711 - mmaction - INFO - Epoch [28][1280/2825] lr: 7.500e-03, eta: 2 days, 11:22:01, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7570, loss_cls: 2.1180, loss: 2.1180, grad_norm: 5.2278 2020-10-01 18:53:24,460 - mmaction - INFO - Epoch [28][1300/2825] lr: 7.500e-03, eta: 2 days, 11:21:40, time: 1.037, data_time: 0.027, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7557, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.2178 2020-10-01 18:53:45,427 - mmaction - INFO - Epoch [28][1320/2825] lr: 7.500e-03, eta: 2 days, 11:21:19, time: 1.049, data_time: 0.129, memory: 8353, top1_acc: 0.5049, top5_acc: 0.7542, loss_cls: 2.1604, loss: 2.1604, grad_norm: 5.4046 2020-10-01 18:54:05,278 - mmaction - INFO - Epoch [28][1340/2825] lr: 7.500e-03, eta: 2 days, 11:20:55, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7539, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.2556 2020-10-01 18:54:26,060 - mmaction - INFO - Epoch [28][1360/2825] lr: 7.500e-03, eta: 2 days, 11:20:34, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7526, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.3529 2020-10-01 18:54:47,473 - mmaction - INFO - Epoch [28][1380/2825] lr: 7.500e-03, eta: 2 days, 11:20:15, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7503, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.3697 2020-10-01 18:55:07,252 - mmaction - INFO - Epoch [28][1400/2825] lr: 7.500e-03, eta: 2 days, 11:19:51, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7570, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.2675 2020-10-01 18:55:29,004 - mmaction - INFO - Epoch [28][1420/2825] lr: 7.500e-03, eta: 2 days, 11:19:33, time: 1.089, data_time: 0.003, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7536, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.2410 2020-10-01 18:55:50,410 - mmaction - INFO - Epoch [28][1440/2825] lr: 7.500e-03, eta: 2 days, 11:19:13, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7401, loss_cls: 2.1866, loss: 2.1866, grad_norm: 5.3249 2020-10-01 18:56:10,074 - mmaction - INFO - Epoch [28][1460/2825] lr: 7.500e-03, eta: 2 days, 11:18:49, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7474, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.2931 2020-10-01 18:56:30,458 - mmaction - INFO - Epoch [28][1480/2825] lr: 7.500e-03, eta: 2 days, 11:18:27, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7565, loss_cls: 2.1025, loss: 2.1025, grad_norm: 5.2737 2020-10-01 18:56:51,537 - mmaction - INFO - Epoch [28][1500/2825] lr: 7.500e-03, eta: 2 days, 11:18:07, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.1997 2020-10-01 18:57:12,659 - mmaction - INFO - Epoch [28][1520/2825] lr: 7.500e-03, eta: 2 days, 11:17:47, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7578, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.2877 2020-10-01 18:57:32,920 - mmaction - INFO - Epoch [28][1540/2825] lr: 7.500e-03, eta: 2 days, 11:17:25, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7570, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.1950 2020-10-01 18:57:53,275 - mmaction - INFO - Epoch [28][1560/2825] lr: 7.500e-03, eta: 2 days, 11:17:02, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7539, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.2530 2020-10-01 18:58:14,162 - mmaction - INFO - Epoch [28][1580/2825] lr: 7.500e-03, eta: 2 days, 11:16:42, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7523, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.3384 2020-10-01 18:58:34,868 - mmaction - INFO - Epoch [28][1600/2825] lr: 7.500e-03, eta: 2 days, 11:16:20, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.3152 2020-10-01 18:58:56,493 - mmaction - INFO - Epoch [28][1620/2825] lr: 7.500e-03, eta: 2 days, 11:16:01, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7693, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.2817 2020-10-01 18:59:16,472 - mmaction - INFO - Epoch [28][1640/2825] lr: 7.500e-03, eta: 2 days, 11:15:38, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7544, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.2502 2020-10-01 18:59:37,590 - mmaction - INFO - Epoch [28][1660/2825] lr: 7.500e-03, eta: 2 days, 11:15:18, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7570, loss_cls: 2.1296, loss: 2.1296, grad_norm: 5.3171 2020-10-01 18:59:57,578 - mmaction - INFO - Epoch [28][1680/2825] lr: 7.500e-03, eta: 2 days, 11:14:55, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.2443 2020-10-01 19:00:20,443 - mmaction - INFO - Epoch [28][1700/2825] lr: 7.500e-03, eta: 2 days, 11:14:39, time: 1.143, data_time: 0.002, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7451, loss_cls: 2.1755, loss: 2.1755, grad_norm: 5.3103 2020-10-01 19:00:41,606 - mmaction - INFO - Epoch [28][1720/2825] lr: 7.500e-03, eta: 2 days, 11:14:19, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.5042, top5_acc: 0.7443, loss_cls: 2.2090, loss: 2.2090, grad_norm: 5.3393 2020-10-01 19:01:01,257 - mmaction - INFO - Epoch [28][1740/2825] lr: 7.500e-03, eta: 2 days, 11:13:55, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.1657 2020-10-01 19:01:22,116 - mmaction - INFO - Epoch [28][1760/2825] lr: 7.500e-03, eta: 2 days, 11:13:35, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7510, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.3235 2020-10-01 19:01:43,683 - mmaction - INFO - Epoch [28][1780/2825] lr: 7.500e-03, eta: 2 days, 11:13:16, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7456, loss_cls: 2.1827, loss: 2.1827, grad_norm: 5.3971 2020-10-01 19:02:03,302 - mmaction - INFO - Epoch [28][1800/2825] lr: 7.500e-03, eta: 2 days, 11:12:51, time: 0.981, data_time: 0.001, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.3849 2020-10-01 19:02:24,478 - mmaction - INFO - Epoch [28][1820/2825] lr: 7.500e-03, eta: 2 days, 11:12:31, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7419, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.2261 2020-10-01 19:02:44,802 - mmaction - INFO - Epoch [28][1840/2825] lr: 7.500e-03, eta: 2 days, 11:12:09, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7469, loss_cls: 2.1699, loss: 2.1699, grad_norm: 5.2775 2020-10-01 19:03:05,208 - mmaction - INFO - Epoch [28][1860/2825] lr: 7.500e-03, eta: 2 days, 11:11:47, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7562, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.2762 2020-10-01 19:03:26,028 - mmaction - INFO - Epoch [28][1880/2825] lr: 7.500e-03, eta: 2 days, 11:11:26, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7497, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.2763 2020-10-01 19:03:46,912 - mmaction - INFO - Epoch [28][1900/2825] lr: 7.500e-03, eta: 2 days, 11:11:05, time: 1.045, data_time: 0.079, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7542, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.2385 2020-10-01 19:04:07,645 - mmaction - INFO - Epoch [28][1920/2825] lr: 7.500e-03, eta: 2 days, 11:10:44, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7638, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.2148 2020-10-01 19:04:28,504 - mmaction - INFO - Epoch [28][1940/2825] lr: 7.500e-03, eta: 2 days, 11:10:23, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.4940, top5_acc: 0.7414, loss_cls: 2.2124, loss: 2.2124, grad_norm: 5.3476 2020-10-01 19:04:49,094 - mmaction - INFO - Epoch [28][1960/2825] lr: 7.500e-03, eta: 2 days, 11:10:02, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7487, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.3680 2020-10-01 19:05:10,372 - mmaction - INFO - Epoch [28][1980/2825] lr: 7.500e-03, eta: 2 days, 11:09:42, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7529, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.3517 2020-10-01 19:05:30,370 - mmaction - INFO - Epoch [28][2000/2825] lr: 7.500e-03, eta: 2 days, 11:09:19, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.2796 2020-10-01 19:05:50,807 - mmaction - INFO - Epoch [28][2020/2825] lr: 7.500e-03, eta: 2 days, 11:08:57, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7419, loss_cls: 2.2216, loss: 2.2216, grad_norm: 5.4852 2020-10-01 19:06:12,487 - mmaction - INFO - Epoch [28][2040/2825] lr: 7.500e-03, eta: 2 days, 11:08:38, time: 1.085, data_time: 0.003, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7401, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.3548 2020-10-01 19:06:33,148 - mmaction - INFO - Epoch [28][2060/2825] lr: 7.500e-03, eta: 2 days, 11:08:17, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7383, loss_cls: 2.2105, loss: 2.2105, grad_norm: 5.2959 2020-10-01 19:06:52,358 - mmaction - INFO - Epoch [28][2080/2825] lr: 7.500e-03, eta: 2 days, 11:07:52, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7414, loss_cls: 2.1898, loss: 2.1898, grad_norm: 5.3134 2020-10-01 19:07:13,517 - mmaction - INFO - Epoch [28][2100/2825] lr: 7.500e-03, eta: 2 days, 11:07:32, time: 1.058, data_time: 0.007, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7474, loss_cls: 2.1774, loss: 2.1774, grad_norm: 5.3462 2020-10-01 19:07:33,757 - mmaction - INFO - Epoch [28][2120/2825] lr: 7.500e-03, eta: 2 days, 11:07:09, time: 1.012, data_time: 0.005, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7549, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.3071 2020-10-01 19:07:54,545 - mmaction - INFO - Epoch [28][2140/2825] lr: 7.500e-03, eta: 2 days, 11:06:48, time: 1.040, data_time: 0.038, memory: 8353, top1_acc: 0.5182, top5_acc: 0.7453, loss_cls: 2.1691, loss: 2.1691, grad_norm: 5.2759 2020-10-01 19:08:16,630 - mmaction - INFO - Epoch [28][2160/2825] lr: 7.500e-03, eta: 2 days, 11:06:31, time: 1.104, data_time: 0.063, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7594, loss_cls: 2.1492, loss: 2.1492, grad_norm: 5.3689 2020-10-01 19:08:35,190 - mmaction - INFO - Epoch [28][2180/2825] lr: 7.500e-03, eta: 2 days, 11:06:04, time: 0.928, data_time: 0.099, memory: 8353, top1_acc: 0.4992, top5_acc: 0.7458, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.4121 2020-10-01 19:08:56,895 - mmaction - INFO - Epoch [28][2200/2825] lr: 7.500e-03, eta: 2 days, 11:05:45, time: 1.085, data_time: 0.298, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7503, loss_cls: 2.1631, loss: 2.1631, grad_norm: 5.3100 2020-10-01 19:09:17,113 - mmaction - INFO - Epoch [28][2220/2825] lr: 7.500e-03, eta: 2 days, 11:05:23, time: 1.011, data_time: 0.044, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7547, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.2975 2020-10-01 19:09:39,087 - mmaction - INFO - Epoch [28][2240/2825] lr: 7.500e-03, eta: 2 days, 11:05:05, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7495, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.2191 2020-10-01 19:09:59,482 - mmaction - INFO - Epoch [28][2260/2825] lr: 7.500e-03, eta: 2 days, 11:04:43, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7547, loss_cls: 2.1169, loss: 2.1169, grad_norm: 5.2344 2020-10-01 19:10:19,782 - mmaction - INFO - Epoch [28][2280/2825] lr: 7.500e-03, eta: 2 days, 11:04:20, time: 1.015, data_time: 0.013, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7737, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.1967 2020-10-01 19:10:39,881 - mmaction - INFO - Epoch [28][2300/2825] lr: 7.500e-03, eta: 2 days, 11:03:57, time: 1.004, data_time: 0.200, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7555, loss_cls: 2.1275, loss: 2.1275, grad_norm: 5.2000 2020-10-01 19:11:01,476 - mmaction - INFO - Epoch [28][2320/2825] lr: 7.500e-03, eta: 2 days, 11:03:39, time: 1.080, data_time: 0.262, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.1413, loss: 2.1413, grad_norm: 5.2717 2020-10-01 19:11:20,926 - mmaction - INFO - Epoch [28][2340/2825] lr: 7.500e-03, eta: 2 days, 11:03:14, time: 0.972, data_time: 0.195, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7536, loss_cls: 2.1579, loss: 2.1579, grad_norm: 5.4025 2020-10-01 19:11:41,701 - mmaction - INFO - Epoch [28][2360/2825] lr: 7.500e-03, eta: 2 days, 11:02:53, time: 1.038, data_time: 0.049, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7552, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.2528 2020-10-01 19:12:02,735 - mmaction - INFO - Epoch [28][2380/2825] lr: 7.500e-03, eta: 2 days, 11:02:33, time: 1.052, data_time: 0.192, memory: 8353, top1_acc: 0.5029, top5_acc: 0.7565, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.2584 2020-10-01 19:12:22,762 - mmaction - INFO - Epoch [28][2400/2825] lr: 7.500e-03, eta: 2 days, 11:02:10, time: 1.002, data_time: 0.234, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1711, loss: 2.1711, grad_norm: 5.4466 2020-10-01 19:12:45,110 - mmaction - INFO - Epoch [28][2420/2825] lr: 7.500e-03, eta: 2 days, 11:01:53, time: 1.116, data_time: 0.028, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7437, loss_cls: 2.1910, loss: 2.1910, grad_norm: 5.2504 2020-10-01 19:13:06,395 - mmaction - INFO - Epoch [28][2440/2825] lr: 7.500e-03, eta: 2 days, 11:01:33, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.2294 2020-10-01 19:13:26,862 - mmaction - INFO - Epoch [28][2460/2825] lr: 7.500e-03, eta: 2 days, 11:01:11, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.3034 2020-10-01 19:13:47,810 - mmaction - INFO - Epoch [28][2480/2825] lr: 7.500e-03, eta: 2 days, 11:00:50, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7451, loss_cls: 2.1664, loss: 2.1664, grad_norm: 5.2130 2020-10-01 19:14:08,036 - mmaction - INFO - Epoch [28][2500/2825] lr: 7.500e-03, eta: 2 days, 11:00:28, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7453, loss_cls: 2.1766, loss: 2.1766, grad_norm: 5.3055 2020-10-01 19:14:29,598 - mmaction - INFO - Epoch [28][2520/2825] lr: 7.500e-03, eta: 2 days, 11:00:09, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7591, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.1885 2020-10-01 19:14:50,656 - mmaction - INFO - Epoch [28][2540/2825] lr: 7.500e-03, eta: 2 days, 10:59:49, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7346, loss_cls: 2.2075, loss: 2.2075, grad_norm: 5.3551 2020-10-01 19:15:11,304 - mmaction - INFO - Epoch [28][2560/2825] lr: 7.500e-03, eta: 2 days, 10:59:27, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7497, loss_cls: 2.1798, loss: 2.1798, grad_norm: 5.3192 2020-10-01 19:15:32,157 - mmaction - INFO - Epoch [28][2580/2825] lr: 7.500e-03, eta: 2 days, 10:59:06, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.3541 2020-10-01 19:15:52,806 - mmaction - INFO - Epoch [28][2600/2825] lr: 7.500e-03, eta: 2 days, 10:58:45, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7521, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.2802 2020-10-01 19:16:13,248 - mmaction - INFO - Epoch [28][2620/2825] lr: 7.500e-03, eta: 2 days, 10:58:23, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7562, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.3211 2020-10-01 19:16:34,058 - mmaction - INFO - Epoch [28][2640/2825] lr: 7.500e-03, eta: 2 days, 10:58:02, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7432, loss_cls: 2.1702, loss: 2.1702, grad_norm: 5.2700 2020-10-01 19:16:54,787 - mmaction - INFO - Epoch [28][2660/2825] lr: 7.500e-03, eta: 2 days, 10:57:41, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5089, top5_acc: 0.7503, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.2662 2020-10-01 19:17:16,646 - mmaction - INFO - Epoch [28][2680/2825] lr: 7.500e-03, eta: 2 days, 10:57:23, time: 1.093, data_time: 0.001, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7521, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.2653 2020-10-01 19:17:36,019 - mmaction - INFO - Epoch [28][2700/2825] lr: 7.500e-03, eta: 2 days, 10:56:58, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7560, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.2040 2020-10-01 19:17:58,463 - mmaction - INFO - Epoch [28][2720/2825] lr: 7.500e-03, eta: 2 days, 10:56:41, time: 1.122, data_time: 0.002, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7557, loss_cls: 2.1016, loss: 2.1016, grad_norm: 5.2839 2020-10-01 19:18:19,166 - mmaction - INFO - Epoch [28][2740/2825] lr: 7.500e-03, eta: 2 days, 10:56:20, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7380, loss_cls: 2.2018, loss: 2.2018, grad_norm: 5.3376 2020-10-01 19:18:39,706 - mmaction - INFO - Epoch [28][2760/2825] lr: 7.500e-03, eta: 2 days, 10:55:58, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7607, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.2617 2020-10-01 19:19:01,126 - mmaction - INFO - Epoch [28][2780/2825] lr: 7.500e-03, eta: 2 days, 10:55:39, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.2327 2020-10-01 19:19:22,713 - mmaction - INFO - Epoch [28][2800/2825] lr: 7.500e-03, eta: 2 days, 10:55:20, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7464, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.3616 2020-10-01 19:19:43,539 - mmaction - INFO - Epoch [28][2820/2825] lr: 7.500e-03, eta: 2 days, 10:54:59, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5187, top5_acc: 0.7508, loss_cls: 2.1601, loss: 2.1601, grad_norm: 5.2179 2020-10-01 19:19:51,005 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-10-01 19:20:39,289 - mmaction - INFO - Epoch [29][20/2825] lr: 7.500e-03, eta: 2 days, 10:55:26, time: 2.341, data_time: 1.490, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7435, loss_cls: 2.1486, loss: 2.1486, grad_norm: 5.3459 2020-10-01 19:21:00,680 - mmaction - INFO - Epoch [29][40/2825] lr: 7.500e-03, eta: 2 days, 10:55:07, time: 1.070, data_time: 0.044, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7586, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.2557 2020-10-01 19:21:20,685 - mmaction - INFO - Epoch [29][60/2825] lr: 7.500e-03, eta: 2 days, 10:54:44, time: 1.000, data_time: 0.004, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7523, loss_cls: 2.1214, loss: 2.1214, grad_norm: 5.1990 2020-10-01 19:21:41,216 - mmaction - INFO - Epoch [29][80/2825] lr: 7.500e-03, eta: 2 days, 10:54:22, time: 1.027, data_time: 0.098, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.2557 2020-10-01 19:22:01,593 - mmaction - INFO - Epoch [29][100/2825] lr: 7.500e-03, eta: 2 days, 10:54:00, time: 1.019, data_time: 0.191, memory: 8353, top1_acc: 0.5187, top5_acc: 0.7638, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.3040 2020-10-01 19:22:22,237 - mmaction - INFO - Epoch [29][120/2825] lr: 7.500e-03, eta: 2 days, 10:53:38, time: 1.031, data_time: 0.196, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7411, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.3114 2020-10-01 19:22:43,962 - mmaction - INFO - Epoch [29][140/2825] lr: 7.500e-03, eta: 2 days, 10:53:20, time: 1.087, data_time: 0.110, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7620, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.2334 2020-10-01 19:23:03,054 - mmaction - INFO - Epoch [29][160/2825] lr: 7.500e-03, eta: 2 days, 10:52:54, time: 0.954, data_time: 0.104, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7573, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.1620 2020-10-01 19:23:23,855 - mmaction - INFO - Epoch [29][180/2825] lr: 7.500e-03, eta: 2 days, 10:52:33, time: 1.041, data_time: 0.208, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7557, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.3108 2020-10-01 19:23:45,131 - mmaction - INFO - Epoch [29][200/2825] lr: 7.500e-03, eta: 2 days, 10:52:14, time: 1.064, data_time: 0.420, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7589, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.2539 2020-10-01 19:24:04,721 - mmaction - INFO - Epoch [29][220/2825] lr: 7.500e-03, eta: 2 days, 10:51:49, time: 0.978, data_time: 0.198, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7516, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.2677 2020-10-01 19:24:26,786 - mmaction - INFO - Epoch [29][240/2825] lr: 7.500e-03, eta: 2 days, 10:51:32, time: 1.104, data_time: 0.010, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.2782 2020-10-01 19:24:46,366 - mmaction - INFO - Epoch [29][260/2825] lr: 7.500e-03, eta: 2 days, 10:51:08, time: 0.978, data_time: 0.008, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7708, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.2188 2020-10-01 19:25:07,396 - mmaction - INFO - Epoch [29][280/2825] lr: 7.500e-03, eta: 2 days, 10:50:47, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7729, loss_cls: 2.0079, loss: 2.0079, grad_norm: 5.1713 2020-10-01 19:25:28,119 - mmaction - INFO - Epoch [29][300/2825] lr: 7.500e-03, eta: 2 days, 10:50:26, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7604, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.2878 2020-10-01 19:25:47,314 - mmaction - INFO - Epoch [29][320/2825] lr: 7.500e-03, eta: 2 days, 10:50:01, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7500, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.3299 2020-10-01 19:26:09,224 - mmaction - INFO - Epoch [29][340/2825] lr: 7.500e-03, eta: 2 days, 10:49:43, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7544, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.2808 2020-10-01 19:26:29,795 - mmaction - INFO - Epoch [29][360/2825] lr: 7.500e-03, eta: 2 days, 10:49:21, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7555, loss_cls: 2.1426, loss: 2.1426, grad_norm: 5.2618 2020-10-01 19:26:50,376 - mmaction - INFO - Epoch [29][380/2825] lr: 7.500e-03, eta: 2 days, 10:49:00, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7552, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.2861 2020-10-01 19:27:11,054 - mmaction - INFO - Epoch [29][400/2825] lr: 7.500e-03, eta: 2 days, 10:48:38, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7599, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.3261 2020-10-01 19:27:31,374 - mmaction - INFO - Epoch [29][420/2825] lr: 7.500e-03, eta: 2 days, 10:48:16, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7547, loss_cls: 2.0917, loss: 2.0917, grad_norm: 5.3044 2020-10-01 19:27:52,227 - mmaction - INFO - Epoch [29][440/2825] lr: 7.500e-03, eta: 2 days, 10:47:55, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7727, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.2609 2020-10-01 19:28:13,784 - mmaction - INFO - Epoch [29][460/2825] lr: 7.500e-03, eta: 2 days, 10:47:36, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7534, loss_cls: 2.1305, loss: 2.1305, grad_norm: 5.3467 2020-10-01 19:28:34,524 - mmaction - INFO - Epoch [29][480/2825] lr: 7.500e-03, eta: 2 days, 10:47:15, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7568, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.2852 2020-10-01 19:28:54,950 - mmaction - INFO - Epoch [29][500/2825] lr: 7.500e-03, eta: 2 days, 10:46:53, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7576, loss_cls: 2.1107, loss: 2.1107, grad_norm: 5.3708 2020-10-01 19:29:15,782 - mmaction - INFO - Epoch [29][520/2825] lr: 7.500e-03, eta: 2 days, 10:46:32, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7549, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.3054 2020-10-01 19:29:36,359 - mmaction - INFO - Epoch [29][540/2825] lr: 7.500e-03, eta: 2 days, 10:46:10, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7560, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.3829 2020-10-01 19:29:56,841 - mmaction - INFO - Epoch [29][560/2825] lr: 7.500e-03, eta: 2 days, 10:45:49, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7503, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.2786 2020-10-01 19:30:18,717 - mmaction - INFO - Epoch [29][580/2825] lr: 7.500e-03, eta: 2 days, 10:45:30, time: 1.094, data_time: 0.001, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7560, loss_cls: 2.1310, loss: 2.1310, grad_norm: 5.2941 2020-10-01 19:30:38,824 - mmaction - INFO - Epoch [29][600/2825] lr: 7.500e-03, eta: 2 days, 10:45:08, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5182, top5_acc: 0.7505, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.3257 2020-10-01 19:31:00,063 - mmaction - INFO - Epoch [29][620/2825] lr: 7.500e-03, eta: 2 days, 10:44:48, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7549, loss_cls: 2.1368, loss: 2.1368, grad_norm: 5.3248 2020-10-01 19:31:21,675 - mmaction - INFO - Epoch [29][640/2825] lr: 7.500e-03, eta: 2 days, 10:44:29, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.2151 2020-10-01 19:31:41,683 - mmaction - INFO - Epoch [29][660/2825] lr: 7.500e-03, eta: 2 days, 10:44:06, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7542, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.3049 2020-10-01 19:32:02,810 - mmaction - INFO - Epoch [29][680/2825] lr: 7.500e-03, eta: 2 days, 10:43:45, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7526, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.2653 2020-10-01 19:32:23,194 - mmaction - INFO - Epoch [29][700/2825] lr: 7.500e-03, eta: 2 days, 10:43:23, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7583, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.3535 2020-10-01 19:32:42,633 - mmaction - INFO - Epoch [29][720/2825] lr: 7.500e-03, eta: 2 days, 10:42:59, time: 0.973, data_time: 0.015, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7482, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.2671 2020-10-01 19:33:03,873 - mmaction - INFO - Epoch [29][740/2825] lr: 7.500e-03, eta: 2 days, 10:42:39, time: 1.062, data_time: 0.006, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7505, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.2962 2020-10-01 19:33:24,478 - mmaction - INFO - Epoch [29][760/2825] lr: 7.500e-03, eta: 2 days, 10:42:18, time: 1.030, data_time: 0.214, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7570, loss_cls: 2.1192, loss: 2.1192, grad_norm: 5.3191 2020-10-01 19:33:45,137 - mmaction - INFO - Epoch [29][780/2825] lr: 7.500e-03, eta: 2 days, 10:41:56, time: 1.032, data_time: 0.026, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7635, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.2737 2020-10-01 19:34:05,964 - mmaction - INFO - Epoch [29][800/2825] lr: 7.500e-03, eta: 2 days, 10:41:35, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5107, top5_acc: 0.7510, loss_cls: 2.1636, loss: 2.1636, grad_norm: 5.4083 2020-10-01 19:34:25,958 - mmaction - INFO - Epoch [29][820/2825] lr: 7.500e-03, eta: 2 days, 10:41:12, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7667, loss_cls: 2.0415, loss: 2.0415, grad_norm: 5.1905 2020-10-01 19:34:46,313 - mmaction - INFO - Epoch [29][840/2825] lr: 7.500e-03, eta: 2 days, 10:40:50, time: 1.019, data_time: 0.041, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7648, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.1961 2020-10-01 19:35:06,962 - mmaction - INFO - Epoch [29][860/2825] lr: 7.500e-03, eta: 2 days, 10:40:29, time: 1.032, data_time: 0.177, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7484, loss_cls: 2.1579, loss: 2.1579, grad_norm: 5.4664 2020-10-01 19:35:27,925 - mmaction - INFO - Epoch [29][880/2825] lr: 7.500e-03, eta: 2 days, 10:40:08, time: 1.047, data_time: 0.023, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7521, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.3858 2020-10-01 19:35:49,497 - mmaction - INFO - Epoch [29][900/2825] lr: 7.500e-03, eta: 2 days, 10:39:49, time: 1.080, data_time: 0.120, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7617, loss_cls: 2.1009, loss: 2.1009, grad_norm: 5.3585 2020-10-01 19:36:10,237 - mmaction - INFO - Epoch [29][920/2825] lr: 7.500e-03, eta: 2 days, 10:39:28, time: 1.037, data_time: 0.089, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7591, loss_cls: 2.0910, loss: 2.0910, grad_norm: 5.2544 2020-10-01 19:36:30,024 - mmaction - INFO - Epoch [29][940/2825] lr: 7.500e-03, eta: 2 days, 10:39:04, time: 0.990, data_time: 0.012, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7549, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.1084 2020-10-01 19:36:51,447 - mmaction - INFO - Epoch [29][960/2825] lr: 7.500e-03, eta: 2 days, 10:38:45, time: 1.071, data_time: 0.032, memory: 8353, top1_acc: 0.5182, top5_acc: 0.7602, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.3537 2020-10-01 19:37:12,031 - mmaction - INFO - Epoch [29][980/2825] lr: 7.500e-03, eta: 2 days, 10:38:23, time: 1.029, data_time: 0.096, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7576, loss_cls: 2.1458, loss: 2.1458, grad_norm: 5.3530 2020-10-01 19:37:33,938 - mmaction - INFO - Epoch [29][1000/2825] lr: 7.500e-03, eta: 2 days, 10:38:05, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7523, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.1839 2020-10-01 19:37:53,733 - mmaction - INFO - Epoch [29][1020/2825] lr: 7.500e-03, eta: 2 days, 10:37:42, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5154, top5_acc: 0.7576, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.2305 2020-10-01 19:38:13,618 - mmaction - INFO - Epoch [29][1040/2825] lr: 7.500e-03, eta: 2 days, 10:37:18, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7534, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.3590 2020-10-01 19:38:34,770 - mmaction - INFO - Epoch [29][1060/2825] lr: 7.500e-03, eta: 2 days, 10:36:58, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7427, loss_cls: 2.1661, loss: 2.1661, grad_norm: 5.4044 2020-10-01 19:38:55,747 - mmaction - INFO - Epoch [29][1080/2825] lr: 7.500e-03, eta: 2 days, 10:36:38, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7453, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.2881 2020-10-01 19:39:15,974 - mmaction - INFO - Epoch [29][1100/2825] lr: 7.500e-03, eta: 2 days, 10:36:15, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5016, top5_acc: 0.7513, loss_cls: 2.1823, loss: 2.1823, grad_norm: 5.3389 2020-10-01 19:39:37,149 - mmaction - INFO - Epoch [29][1120/2825] lr: 7.500e-03, eta: 2 days, 10:35:55, time: 1.058, data_time: 0.056, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7586, loss_cls: 2.0833, loss: 2.0833, grad_norm: 5.2845 2020-10-01 19:39:58,308 - mmaction - INFO - Epoch [29][1140/2825] lr: 7.500e-03, eta: 2 days, 10:35:35, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7495, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.3442 2020-10-01 19:40:19,362 - mmaction - INFO - Epoch [29][1160/2825] lr: 7.500e-03, eta: 2 days, 10:35:15, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7487, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.3776 2020-10-01 19:40:38,409 - mmaction - INFO - Epoch [29][1180/2825] lr: 7.500e-03, eta: 2 days, 10:34:49, time: 0.951, data_time: 0.009, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7628, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.3219 2020-10-01 19:40:59,638 - mmaction - INFO - Epoch [29][1200/2825] lr: 7.500e-03, eta: 2 days, 10:34:29, time: 1.063, data_time: 0.169, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7562, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.3595 2020-10-01 19:41:19,756 - mmaction - INFO - Epoch [29][1220/2825] lr: 7.500e-03, eta: 2 days, 10:34:07, time: 1.006, data_time: 0.291, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7544, loss_cls: 2.1491, loss: 2.1491, grad_norm: 5.3749 2020-10-01 19:41:40,418 - mmaction - INFO - Epoch [29][1240/2825] lr: 7.500e-03, eta: 2 days, 10:33:45, time: 1.033, data_time: 0.065, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7523, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.4986 2020-10-01 19:42:00,618 - mmaction - INFO - Epoch [29][1260/2825] lr: 7.500e-03, eta: 2 days, 10:33:23, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.3028 2020-10-01 19:42:21,414 - mmaction - INFO - Epoch [29][1280/2825] lr: 7.500e-03, eta: 2 days, 10:33:02, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7615, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.2476 2020-10-01 19:42:42,919 - mmaction - INFO - Epoch [29][1300/2825] lr: 7.500e-03, eta: 2 days, 10:32:42, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7549, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.3342 2020-10-01 19:43:03,241 - mmaction - INFO - Epoch [29][1320/2825] lr: 7.500e-03, eta: 2 days, 10:32:20, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7562, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.3437 2020-10-01 19:43:23,534 - mmaction - INFO - Epoch [29][1340/2825] lr: 7.500e-03, eta: 2 days, 10:31:58, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7523, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.3255 2020-10-01 19:43:45,089 - mmaction - INFO - Epoch [29][1360/2825] lr: 7.500e-03, eta: 2 days, 10:31:39, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7391, loss_cls: 2.1767, loss: 2.1767, grad_norm: 5.2637 2020-10-01 19:44:04,641 - mmaction - INFO - Epoch [29][1380/2825] lr: 7.500e-03, eta: 2 days, 10:31:15, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.5182, top5_acc: 0.7484, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.4493 2020-10-01 19:44:26,380 - mmaction - INFO - Epoch [29][1400/2825] lr: 7.500e-03, eta: 2 days, 10:30:56, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7609, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.2482 2020-10-01 19:44:47,659 - mmaction - INFO - Epoch [29][1420/2825] lr: 7.500e-03, eta: 2 days, 10:30:36, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7503, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.3547 2020-10-01 19:45:06,891 - mmaction - INFO - Epoch [29][1440/2825] lr: 7.500e-03, eta: 2 days, 10:30:11, time: 0.960, data_time: 0.001, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7529, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.2041 2020-10-01 19:45:28,166 - mmaction - INFO - Epoch [29][1460/2825] lr: 7.500e-03, eta: 2 days, 10:29:52, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7484, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.2880 2020-10-01 19:45:49,287 - mmaction - INFO - Epoch [29][1480/2825] lr: 7.500e-03, eta: 2 days, 10:29:31, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7521, loss_cls: 2.1221, loss: 2.1221, grad_norm: 5.2949 2020-10-01 19:46:09,016 - mmaction - INFO - Epoch [29][1500/2825] lr: 7.500e-03, eta: 2 days, 10:29:08, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7536, loss_cls: 2.1118, loss: 2.1118, grad_norm: 5.2769 2020-10-01 19:46:31,655 - mmaction - INFO - Epoch [29][1520/2825] lr: 7.500e-03, eta: 2 days, 10:28:51, time: 1.131, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7555, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.2401 2020-10-01 19:46:50,536 - mmaction - INFO - Epoch [29][1540/2825] lr: 7.500e-03, eta: 2 days, 10:28:26, time: 0.945, data_time: 0.003, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7557, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.3324 2020-10-01 19:47:10,999 - mmaction - INFO - Epoch [29][1560/2825] lr: 7.500e-03, eta: 2 days, 10:28:04, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.1618, loss: 2.1618, grad_norm: 5.2849 2020-10-01 19:47:32,183 - mmaction - INFO - Epoch [29][1580/2825] lr: 7.500e-03, eta: 2 days, 10:27:44, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.3963 2020-10-01 19:47:52,449 - mmaction - INFO - Epoch [29][1600/2825] lr: 7.500e-03, eta: 2 days, 10:27:21, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7510, loss_cls: 2.1568, loss: 2.1568, grad_norm: 5.4471 2020-10-01 19:48:13,288 - mmaction - INFO - Epoch [29][1620/2825] lr: 7.500e-03, eta: 2 days, 10:27:00, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7526, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.3956 2020-10-01 19:48:33,361 - mmaction - INFO - Epoch [29][1640/2825] lr: 7.500e-03, eta: 2 days, 10:26:38, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7622, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.3432 2020-10-01 19:48:56,367 - mmaction - INFO - Epoch [29][1660/2825] lr: 7.500e-03, eta: 2 days, 10:26:22, time: 1.151, data_time: 0.002, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7654, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.3341 2020-10-01 19:49:16,757 - mmaction - INFO - Epoch [29][1680/2825] lr: 7.500e-03, eta: 2 days, 10:26:00, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7602, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.2256 2020-10-01 19:49:36,195 - mmaction - INFO - Epoch [29][1700/2825] lr: 7.500e-03, eta: 2 days, 10:25:36, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.5044, top5_acc: 0.7539, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.4333 2020-10-01 19:49:57,552 - mmaction - INFO - Epoch [29][1720/2825] lr: 7.500e-03, eta: 2 days, 10:25:16, time: 1.067, data_time: 0.054, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7573, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.3318 2020-10-01 19:50:18,115 - mmaction - INFO - Epoch [29][1740/2825] lr: 7.500e-03, eta: 2 days, 10:24:54, time: 1.029, data_time: 0.228, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7719, loss_cls: 2.0562, loss: 2.0562, grad_norm: 5.3174 2020-10-01 19:50:38,836 - mmaction - INFO - Epoch [29][1760/2825] lr: 7.500e-03, eta: 2 days, 10:24:33, time: 1.037, data_time: 0.346, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7464, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.3377 2020-10-01 19:50:59,575 - mmaction - INFO - Epoch [29][1780/2825] lr: 7.500e-03, eta: 2 days, 10:24:12, time: 1.037, data_time: 0.119, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7622, loss_cls: 2.0620, loss: 2.0620, grad_norm: 5.3260 2020-10-01 19:51:19,980 - mmaction - INFO - Epoch [29][1800/2825] lr: 7.500e-03, eta: 2 days, 10:23:50, time: 1.020, data_time: 0.216, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7513, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.2926 2020-10-01 19:51:40,091 - mmaction - INFO - Epoch [29][1820/2825] lr: 7.500e-03, eta: 2 days, 10:23:27, time: 1.005, data_time: 0.190, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7599, loss_cls: 2.0830, loss: 2.0830, grad_norm: 5.2344 2020-10-01 19:52:01,270 - mmaction - INFO - Epoch [29][1840/2825] lr: 7.500e-03, eta: 2 days, 10:23:07, time: 1.059, data_time: 0.239, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.3213 2020-10-01 19:52:21,173 - mmaction - INFO - Epoch [29][1860/2825] lr: 7.500e-03, eta: 2 days, 10:22:44, time: 0.995, data_time: 0.144, memory: 8353, top1_acc: 0.5154, top5_acc: 0.7565, loss_cls: 2.1166, loss: 2.1166, grad_norm: 5.2692 2020-10-01 19:52:42,179 - mmaction - INFO - Epoch [29][1880/2825] lr: 7.500e-03, eta: 2 days, 10:22:24, time: 1.051, data_time: 0.078, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7557, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.4227 2020-10-01 19:53:04,076 - mmaction - INFO - Epoch [29][1900/2825] lr: 7.500e-03, eta: 2 days, 10:22:05, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.5115, top5_acc: 0.7458, loss_cls: 2.1889, loss: 2.1889, grad_norm: 5.4356 2020-10-01 19:53:24,878 - mmaction - INFO - Epoch [29][1920/2825] lr: 7.500e-03, eta: 2 days, 10:21:44, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7560, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.3456 2020-10-01 19:53:44,241 - mmaction - INFO - Epoch [29][1940/2825] lr: 7.500e-03, eta: 2 days, 10:21:20, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.3205 2020-10-01 19:54:05,510 - mmaction - INFO - Epoch [29][1960/2825] lr: 7.500e-03, eta: 2 days, 10:21:00, time: 1.064, data_time: 0.037, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7557, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.3802 2020-10-01 19:54:26,572 - mmaction - INFO - Epoch [29][1980/2825] lr: 7.500e-03, eta: 2 days, 10:20:40, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5047, top5_acc: 0.7557, loss_cls: 2.1568, loss: 2.1568, grad_norm: 5.4131 2020-10-01 19:54:47,294 - mmaction - INFO - Epoch [29][2000/2825] lr: 7.500e-03, eta: 2 days, 10:20:18, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7576, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.2611 2020-10-01 19:55:09,347 - mmaction - INFO - Epoch [29][2020/2825] lr: 7.500e-03, eta: 2 days, 10:20:01, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7557, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.2763 2020-10-01 19:55:29,640 - mmaction - INFO - Epoch [29][2040/2825] lr: 7.500e-03, eta: 2 days, 10:19:38, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7513, loss_cls: 2.1273, loss: 2.1273, grad_norm: 5.3253 2020-10-01 19:55:49,679 - mmaction - INFO - Epoch [29][2060/2825] lr: 7.500e-03, eta: 2 days, 10:19:15, time: 1.002, data_time: 0.003, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7563, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.1868 2020-10-01 19:56:10,816 - mmaction - INFO - Epoch [29][2080/2825] lr: 7.500e-03, eta: 2 days, 10:18:55, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7727, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.2512 2020-10-01 19:56:31,087 - mmaction - INFO - Epoch [29][2100/2825] lr: 7.500e-03, eta: 2 days, 10:18:33, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7630, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.3505 2020-10-01 19:56:51,581 - mmaction - INFO - Epoch [29][2120/2825] lr: 7.500e-03, eta: 2 days, 10:18:11, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5060, top5_acc: 0.7404, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.3831 2020-10-01 19:57:12,265 - mmaction - INFO - Epoch [29][2140/2825] lr: 7.500e-03, eta: 2 days, 10:17:50, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7542, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.2967 2020-10-01 19:57:32,534 - mmaction - INFO - Epoch [29][2160/2825] lr: 7.500e-03, eta: 2 days, 10:17:28, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7557, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.3137 2020-10-01 19:57:53,510 - mmaction - INFO - Epoch [29][2180/2825] lr: 7.500e-03, eta: 2 days, 10:17:07, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7451, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.2435 2020-10-01 19:58:14,492 - mmaction - INFO - Epoch [29][2200/2825] lr: 7.500e-03, eta: 2 days, 10:16:47, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.5078, top5_acc: 0.7495, loss_cls: 2.1639, loss: 2.1639, grad_norm: 5.2716 2020-10-01 19:58:35,349 - mmaction - INFO - Epoch [29][2220/2825] lr: 7.500e-03, eta: 2 days, 10:16:26, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5187, top5_acc: 0.7464, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.2198 2020-10-01 19:58:57,561 - mmaction - INFO - Epoch [29][2240/2825] lr: 7.500e-03, eta: 2 days, 10:16:08, time: 1.111, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7534, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.2412 2020-10-01 19:59:16,475 - mmaction - INFO - Epoch [29][2260/2825] lr: 7.500e-03, eta: 2 days, 10:15:42, time: 0.944, data_time: 0.001, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7591, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.4314 2020-10-01 19:59:37,121 - mmaction - INFO - Epoch [29][2280/2825] lr: 7.500e-03, eta: 2 days, 10:15:21, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7482, loss_cls: 2.1866, loss: 2.1866, grad_norm: 5.3279 2020-10-01 19:59:58,802 - mmaction - INFO - Epoch [29][2300/2825] lr: 7.500e-03, eta: 2 days, 10:15:02, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5083, top5_acc: 0.7508, loss_cls: 2.1623, loss: 2.1623, grad_norm: 5.3126 2020-10-01 20:00:21,045 - mmaction - INFO - Epoch [29][2320/2825] lr: 7.500e-03, eta: 2 days, 10:14:45, time: 1.112, data_time: 0.001, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7388, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.2863 2020-10-01 20:00:41,412 - mmaction - INFO - Epoch [29][2340/2825] lr: 7.500e-03, eta: 2 days, 10:14:23, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7557, loss_cls: 2.1381, loss: 2.1381, grad_norm: 5.3840 2020-10-01 20:01:01,493 - mmaction - INFO - Epoch [29][2360/2825] lr: 7.500e-03, eta: 2 days, 10:14:00, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7607, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.2123 2020-10-01 20:01:22,854 - mmaction - INFO - Epoch [29][2380/2825] lr: 7.500e-03, eta: 2 days, 10:13:40, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7479, loss_cls: 2.1631, loss: 2.1631, grad_norm: 5.3263 2020-10-01 20:01:44,437 - mmaction - INFO - Epoch [29][2400/2825] lr: 7.500e-03, eta: 2 days, 10:13:21, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.2891 2020-10-01 20:02:04,446 - mmaction - INFO - Epoch [29][2420/2825] lr: 7.500e-03, eta: 2 days, 10:12:58, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7518, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.2206 2020-10-01 20:02:24,877 - mmaction - INFO - Epoch [29][2440/2825] lr: 7.500e-03, eta: 2 days, 10:12:37, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7503, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.2077 2020-10-01 20:02:45,719 - mmaction - INFO - Epoch [29][2460/2825] lr: 7.500e-03, eta: 2 days, 10:12:16, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7599, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.2589 2020-10-01 20:03:06,125 - mmaction - INFO - Epoch [29][2480/2825] lr: 7.500e-03, eta: 2 days, 10:11:54, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7568, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.3521 2020-10-01 20:03:27,545 - mmaction - INFO - Epoch [29][2500/2825] lr: 7.500e-03, eta: 2 days, 10:11:34, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.5065, top5_acc: 0.7490, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.3366 2020-10-01 20:03:47,376 - mmaction - INFO - Epoch [29][2520/2825] lr: 7.500e-03, eta: 2 days, 10:11:11, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7641, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.3134 2020-10-01 20:04:08,754 - mmaction - INFO - Epoch [29][2540/2825] lr: 7.500e-03, eta: 2 days, 10:10:51, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7417, loss_cls: 2.1876, loss: 2.1876, grad_norm: 5.3577 2020-10-01 20:04:30,308 - mmaction - INFO - Epoch [29][2560/2825] lr: 7.500e-03, eta: 2 days, 10:10:32, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7474, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.3194 2020-10-01 20:04:49,536 - mmaction - INFO - Epoch [29][2580/2825] lr: 7.500e-03, eta: 2 days, 10:10:07, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7591, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.4209 2020-10-01 20:05:11,262 - mmaction - INFO - Epoch [29][2600/2825] lr: 7.500e-03, eta: 2 days, 10:09:49, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7451, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.3281 2020-10-01 20:05:33,251 - mmaction - INFO - Epoch [29][2620/2825] lr: 7.500e-03, eta: 2 days, 10:09:30, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7466, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.2944 2020-10-01 20:05:52,404 - mmaction - INFO - Epoch [29][2640/2825] lr: 7.500e-03, eta: 2 days, 10:09:05, time: 0.958, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7526, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.4124 2020-10-01 20:06:13,153 - mmaction - INFO - Epoch [29][2660/2825] lr: 7.500e-03, eta: 2 days, 10:08:44, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7487, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.2606 2020-10-01 20:06:34,235 - mmaction - INFO - Epoch [29][2680/2825] lr: 7.500e-03, eta: 2 days, 10:08:24, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7635, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.3341 2020-10-01 20:06:55,344 - mmaction - INFO - Epoch [29][2700/2825] lr: 7.500e-03, eta: 2 days, 10:08:04, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7427, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.3748 2020-10-01 20:07:14,439 - mmaction - INFO - Epoch [29][2720/2825] lr: 7.500e-03, eta: 2 days, 10:07:39, time: 0.955, data_time: 0.002, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.1305, loss: 2.1305, grad_norm: 5.3166 2020-10-01 20:07:35,874 - mmaction - INFO - Epoch [29][2740/2825] lr: 7.500e-03, eta: 2 days, 10:07:19, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7604, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.2709 2020-10-01 20:07:56,427 - mmaction - INFO - Epoch [29][2760/2825] lr: 7.500e-03, eta: 2 days, 10:06:58, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7542, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.2684 2020-10-01 20:08:16,799 - mmaction - INFO - Epoch [29][2780/2825] lr: 7.500e-03, eta: 2 days, 10:06:36, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.2616 2020-10-01 20:08:37,433 - mmaction - INFO - Epoch [29][2800/2825] lr: 7.500e-03, eta: 2 days, 10:06:14, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7531, loss_cls: 2.1115, loss: 2.1115, grad_norm: 5.2496 2020-10-01 20:08:57,116 - mmaction - INFO - Epoch [29][2820/2825] lr: 7.500e-03, eta: 2 days, 10:05:50, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7568, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.2910 2020-10-01 20:09:03,771 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-10-01 20:09:51,918 - mmaction - INFO - Epoch [30][20/2825] lr: 7.500e-03, eta: 2 days, 10:06:16, time: 2.353, data_time: 1.393, memory: 8353, top1_acc: 0.5440, top5_acc: 0.7708, loss_cls: 2.0076, loss: 2.0076, grad_norm: 5.2459 2020-10-01 20:10:12,892 - mmaction - INFO - Epoch [30][40/2825] lr: 7.500e-03, eta: 2 days, 10:05:55, time: 1.048, data_time: 0.042, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7716, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.1981 2020-10-01 20:10:32,404 - mmaction - INFO - Epoch [30][60/2825] lr: 7.500e-03, eta: 2 days, 10:05:31, time: 0.976, data_time: 0.083, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7474, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.2601 2020-10-01 20:10:53,425 - mmaction - INFO - Epoch [30][80/2825] lr: 7.500e-03, eta: 2 days, 10:05:11, time: 1.050, data_time: 0.149, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7630, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.2899 2020-10-01 20:11:14,898 - mmaction - INFO - Epoch [30][100/2825] lr: 7.500e-03, eta: 2 days, 10:04:51, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7542, loss_cls: 2.1354, loss: 2.1354, grad_norm: 5.2819 2020-10-01 20:11:36,001 - mmaction - INFO - Epoch [30][120/2825] lr: 7.500e-03, eta: 2 days, 10:04:31, time: 1.055, data_time: 0.064, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7646, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.2047 2020-10-01 20:11:56,424 - mmaction - INFO - Epoch [30][140/2825] lr: 7.500e-03, eta: 2 days, 10:04:09, time: 1.021, data_time: 0.128, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7771, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.2307 2020-10-01 20:12:18,137 - mmaction - INFO - Epoch [30][160/2825] lr: 7.500e-03, eta: 2 days, 10:03:50, time: 1.085, data_time: 0.092, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7557, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.3264 2020-10-01 20:12:38,810 - mmaction - INFO - Epoch [30][180/2825] lr: 7.500e-03, eta: 2 days, 10:03:29, time: 1.034, data_time: 0.037, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.1396, loss: 2.1396, grad_norm: 5.2975 2020-10-01 20:12:59,580 - mmaction - INFO - Epoch [30][200/2825] lr: 7.500e-03, eta: 2 days, 10:03:08, time: 1.038, data_time: 0.281, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7544, loss_cls: 2.0917, loss: 2.0917, grad_norm: 5.2275 2020-10-01 20:13:20,515 - mmaction - INFO - Epoch [30][220/2825] lr: 7.500e-03, eta: 2 days, 10:02:47, time: 1.047, data_time: 0.306, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7594, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.2484 2020-10-01 20:13:40,900 - mmaction - INFO - Epoch [30][240/2825] lr: 7.500e-03, eta: 2 days, 10:02:25, time: 1.019, data_time: 0.168, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7495, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.2706 2020-10-01 20:14:02,149 - mmaction - INFO - Epoch [30][260/2825] lr: 7.500e-03, eta: 2 days, 10:02:05, time: 1.062, data_time: 0.107, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7594, loss_cls: 2.1071, loss: 2.1071, grad_norm: 5.3016 2020-10-01 20:14:22,594 - mmaction - INFO - Epoch [30][280/2825] lr: 7.500e-03, eta: 2 days, 10:01:43, time: 1.022, data_time: 0.096, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7560, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.1446 2020-10-01 20:14:43,884 - mmaction - INFO - Epoch [30][300/2825] lr: 7.500e-03, eta: 2 days, 10:01:24, time: 1.065, data_time: 0.319, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7497, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.2223 2020-10-01 20:15:04,018 - mmaction - INFO - Epoch [30][320/2825] lr: 7.500e-03, eta: 2 days, 10:01:01, time: 1.007, data_time: 0.153, memory: 8353, top1_acc: 0.5427, top5_acc: 0.7625, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.1228 2020-10-01 20:15:25,180 - mmaction - INFO - Epoch [30][340/2825] lr: 7.500e-03, eta: 2 days, 10:00:41, time: 1.058, data_time: 0.120, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7521, loss_cls: 2.1492, loss: 2.1492, grad_norm: 5.3667 2020-10-01 20:15:45,837 - mmaction - INFO - Epoch [30][360/2825] lr: 7.500e-03, eta: 2 days, 10:00:19, time: 1.032, data_time: 0.141, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.3889 2020-10-01 20:16:06,089 - mmaction - INFO - Epoch [30][380/2825] lr: 7.500e-03, eta: 2 days, 9:59:57, time: 1.014, data_time: 0.059, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7589, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.2876 2020-10-01 20:16:27,102 - mmaction - INFO - Epoch [30][400/2825] lr: 7.500e-03, eta: 2 days, 9:59:37, time: 1.051, data_time: 0.265, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7534, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.2897 2020-10-01 20:16:47,922 - mmaction - INFO - Epoch [30][420/2825] lr: 7.500e-03, eta: 2 days, 9:59:16, time: 1.041, data_time: 0.375, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7518, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.3038 2020-10-01 20:17:08,802 - mmaction - INFO - Epoch [30][440/2825] lr: 7.500e-03, eta: 2 days, 9:58:55, time: 1.044, data_time: 0.416, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7659, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.1892 2020-10-01 20:17:29,519 - mmaction - INFO - Epoch [30][460/2825] lr: 7.500e-03, eta: 2 days, 9:58:34, time: 1.036, data_time: 0.418, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7604, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.2408 2020-10-01 20:17:49,567 - mmaction - INFO - Epoch [30][480/2825] lr: 7.500e-03, eta: 2 days, 9:58:11, time: 1.002, data_time: 0.230, memory: 8353, top1_acc: 0.5565, top5_acc: 0.7750, loss_cls: 1.9878, loss: 1.9878, grad_norm: 5.1160 2020-10-01 20:18:10,361 - mmaction - INFO - Epoch [30][500/2825] lr: 7.500e-03, eta: 2 days, 9:57:50, time: 1.039, data_time: 0.132, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7589, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.2282 2020-10-01 20:18:30,952 - mmaction - INFO - Epoch [30][520/2825] lr: 7.500e-03, eta: 2 days, 9:57:28, time: 1.030, data_time: 0.015, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7591, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.3031 2020-10-01 20:18:51,706 - mmaction - INFO - Epoch [30][540/2825] lr: 7.500e-03, eta: 2 days, 9:57:07, time: 1.038, data_time: 0.046, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7599, loss_cls: 2.1503, loss: 2.1503, grad_norm: 5.4784 2020-10-01 20:19:12,752 - mmaction - INFO - Epoch [30][560/2825] lr: 7.500e-03, eta: 2 days, 9:56:47, time: 1.051, data_time: 0.109, memory: 8353, top1_acc: 0.5430, top5_acc: 0.7609, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.1996 2020-10-01 20:19:32,046 - mmaction - INFO - Epoch [30][580/2825] lr: 7.500e-03, eta: 2 days, 9:56:22, time: 0.965, data_time: 0.058, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.3163 2020-10-01 20:19:52,848 - mmaction - INFO - Epoch [30][600/2825] lr: 7.500e-03, eta: 2 days, 9:56:01, time: 1.040, data_time: 0.012, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7576, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.2851 2020-10-01 20:20:13,907 - mmaction - INFO - Epoch [30][620/2825] lr: 7.500e-03, eta: 2 days, 9:55:41, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7648, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.2070 2020-10-01 20:20:35,286 - mmaction - INFO - Epoch [30][640/2825] lr: 7.500e-03, eta: 2 days, 9:55:21, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7659, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.3652 2020-10-01 20:20:54,849 - mmaction - INFO - Epoch [30][660/2825] lr: 7.500e-03, eta: 2 days, 9:54:57, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7531, loss_cls: 2.1230, loss: 2.1230, grad_norm: 5.2900 2020-10-01 20:21:15,119 - mmaction - INFO - Epoch [30][680/2825] lr: 7.500e-03, eta: 2 days, 9:54:35, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7510, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.3388 2020-10-01 20:21:36,239 - mmaction - INFO - Epoch [30][700/2825] lr: 7.500e-03, eta: 2 days, 9:54:15, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7602, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.2644 2020-10-01 20:21:57,306 - mmaction - INFO - Epoch [30][720/2825] lr: 7.500e-03, eta: 2 days, 9:53:54, time: 1.053, data_time: 0.136, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.3206 2020-10-01 20:22:17,595 - mmaction - INFO - Epoch [30][740/2825] lr: 7.500e-03, eta: 2 days, 9:53:32, time: 1.015, data_time: 0.093, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7677, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.3257 2020-10-01 20:22:38,605 - mmaction - INFO - Epoch [30][760/2825] lr: 7.500e-03, eta: 2 days, 9:53:12, time: 1.049, data_time: 0.043, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7552, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.3184 2020-10-01 20:22:58,833 - mmaction - INFO - Epoch [30][780/2825] lr: 7.500e-03, eta: 2 days, 9:52:49, time: 1.012, data_time: 0.003, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7565, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.2931 2020-10-01 20:23:20,528 - mmaction - INFO - Epoch [30][800/2825] lr: 7.500e-03, eta: 2 days, 9:52:30, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7479, loss_cls: 2.1397, loss: 2.1397, grad_norm: 5.3357 2020-10-01 20:23:39,713 - mmaction - INFO - Epoch [30][820/2825] lr: 7.500e-03, eta: 2 days, 9:52:05, time: 0.960, data_time: 0.003, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7620, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.3064 2020-10-01 20:24:01,173 - mmaction - INFO - Epoch [30][840/2825] lr: 7.500e-03, eta: 2 days, 9:51:46, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.2576 2020-10-01 20:24:21,403 - mmaction - INFO - Epoch [30][860/2825] lr: 7.500e-03, eta: 2 days, 9:51:24, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7612, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.3318 2020-10-01 20:24:42,200 - mmaction - INFO - Epoch [30][880/2825] lr: 7.500e-03, eta: 2 days, 9:51:03, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7659, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.3535 2020-10-01 20:25:02,632 - mmaction - INFO - Epoch [30][900/2825] lr: 7.500e-03, eta: 2 days, 9:50:41, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7768, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.2660 2020-10-01 20:25:24,088 - mmaction - INFO - Epoch [30][920/2825] lr: 7.500e-03, eta: 2 days, 9:50:21, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7581, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.2606 2020-10-01 20:25:45,737 - mmaction - INFO - Epoch [30][940/2825] lr: 7.500e-03, eta: 2 days, 9:50:02, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7607, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.3742 2020-10-01 20:26:04,741 - mmaction - INFO - Epoch [30][960/2825] lr: 7.500e-03, eta: 2 days, 9:49:37, time: 0.952, data_time: 0.003, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7596, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.3324 2020-10-01 20:26:25,754 - mmaction - INFO - Epoch [30][980/2825] lr: 7.500e-03, eta: 2 days, 9:49:17, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7573, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.4214 2020-10-01 20:26:46,623 - mmaction - INFO - Epoch [30][1000/2825] lr: 7.500e-03, eta: 2 days, 9:48:56, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7490, loss_cls: 2.0838, loss: 2.0838, grad_norm: 5.1559 2020-10-01 20:27:06,782 - mmaction - INFO - Epoch [30][1020/2825] lr: 7.500e-03, eta: 2 days, 9:48:33, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7560, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.3117 2020-10-01 20:27:28,017 - mmaction - INFO - Epoch [30][1040/2825] lr: 7.500e-03, eta: 2 days, 9:48:13, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7526, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.2898 2020-10-01 20:27:48,437 - mmaction - INFO - Epoch [30][1060/2825] lr: 7.500e-03, eta: 2 days, 9:47:51, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7505, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.3340 2020-10-01 20:28:08,988 - mmaction - INFO - Epoch [30][1080/2825] lr: 7.500e-03, eta: 2 days, 9:47:30, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7635, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.2495 2020-10-01 20:28:29,996 - mmaction - INFO - Epoch [30][1100/2825] lr: 7.500e-03, eta: 2 days, 9:47:09, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7578, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.3382 2020-10-01 20:28:50,897 - mmaction - INFO - Epoch [30][1120/2825] lr: 7.500e-03, eta: 2 days, 9:46:49, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7503, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.3452 2020-10-01 20:29:11,805 - mmaction - INFO - Epoch [30][1140/2825] lr: 7.500e-03, eta: 2 days, 9:46:28, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7617, loss_cls: 2.0969, loss: 2.0969, grad_norm: 5.2402 2020-10-01 20:29:31,263 - mmaction - INFO - Epoch [30][1160/2825] lr: 7.500e-03, eta: 2 days, 9:46:04, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7599, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.3641 2020-10-01 20:29:52,727 - mmaction - INFO - Epoch [30][1180/2825] lr: 7.500e-03, eta: 2 days, 9:45:44, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7505, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.2158 2020-10-01 20:30:14,027 - mmaction - INFO - Epoch [30][1200/2825] lr: 7.500e-03, eta: 2 days, 9:45:24, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7542, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.2664 2020-10-01 20:30:35,166 - mmaction - INFO - Epoch [30][1220/2825] lr: 7.500e-03, eta: 2 days, 9:45:04, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.1233, loss: 2.1233, grad_norm: 5.3879 2020-10-01 20:30:55,450 - mmaction - INFO - Epoch [30][1240/2825] lr: 7.500e-03, eta: 2 days, 9:44:42, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5036, top5_acc: 0.7359, loss_cls: 2.1895, loss: 2.1895, grad_norm: 5.3089 2020-10-01 20:31:16,635 - mmaction - INFO - Epoch [30][1260/2825] lr: 7.500e-03, eta: 2 days, 9:44:22, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7570, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.1650 2020-10-01 20:31:36,565 - mmaction - INFO - Epoch [30][1280/2825] lr: 7.500e-03, eta: 2 days, 9:43:59, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7581, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.2924 2020-10-01 20:31:56,901 - mmaction - INFO - Epoch [30][1300/2825] lr: 7.500e-03, eta: 2 days, 9:43:37, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7510, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.2968 2020-10-01 20:32:17,365 - mmaction - INFO - Epoch [30][1320/2825] lr: 7.500e-03, eta: 2 days, 9:43:15, time: 1.022, data_time: 0.040, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7578, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.1631 2020-10-01 20:32:37,773 - mmaction - INFO - Epoch [30][1340/2825] lr: 7.500e-03, eta: 2 days, 9:42:53, time: 1.020, data_time: 0.142, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7607, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.2379 2020-10-01 20:32:59,550 - mmaction - INFO - Epoch [30][1360/2825] lr: 7.500e-03, eta: 2 days, 9:42:34, time: 1.089, data_time: 0.109, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7656, loss_cls: 2.0563, loss: 2.0563, grad_norm: 5.3057 2020-10-01 20:33:19,643 - mmaction - INFO - Epoch [30][1380/2825] lr: 7.500e-03, eta: 2 days, 9:42:12, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.5052, top5_acc: 0.7430, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.4358 2020-10-01 20:33:40,592 - mmaction - INFO - Epoch [30][1400/2825] lr: 7.500e-03, eta: 2 days, 9:41:51, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7534, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.3362 2020-10-01 20:34:01,448 - mmaction - INFO - Epoch [30][1420/2825] lr: 7.500e-03, eta: 2 days, 9:41:30, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7508, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.2916 2020-10-01 20:34:22,167 - mmaction - INFO - Epoch [30][1440/2825] lr: 7.500e-03, eta: 2 days, 9:41:09, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.3044 2020-10-01 20:34:42,325 - mmaction - INFO - Epoch [30][1460/2825] lr: 7.500e-03, eta: 2 days, 9:40:46, time: 1.008, data_time: 0.007, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7565, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.4034 2020-10-01 20:35:02,820 - mmaction - INFO - Epoch [30][1480/2825] lr: 7.500e-03, eta: 2 days, 9:40:25, time: 1.024, data_time: 0.011, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7555, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.4035 2020-10-01 20:35:23,783 - mmaction - INFO - Epoch [30][1500/2825] lr: 7.500e-03, eta: 2 days, 9:40:04, time: 1.048, data_time: 0.052, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7591, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.3699 2020-10-01 20:35:44,152 - mmaction - INFO - Epoch [30][1520/2825] lr: 7.500e-03, eta: 2 days, 9:39:42, time: 1.017, data_time: 0.079, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.3552 2020-10-01 20:36:04,676 - mmaction - INFO - Epoch [30][1540/2825] lr: 7.500e-03, eta: 2 days, 9:39:20, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7464, loss_cls: 2.1670, loss: 2.1670, grad_norm: 5.4263 2020-10-01 20:36:24,564 - mmaction - INFO - Epoch [30][1560/2825] lr: 7.500e-03, eta: 2 days, 9:38:57, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7549, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.2413 2020-10-01 20:36:46,563 - mmaction - INFO - Epoch [30][1580/2825] lr: 7.500e-03, eta: 2 days, 9:38:39, time: 1.099, data_time: 0.156, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7474, loss_cls: 2.1664, loss: 2.1664, grad_norm: 5.2494 2020-10-01 20:37:06,701 - mmaction - INFO - Epoch [30][1600/2825] lr: 7.500e-03, eta: 2 days, 9:38:17, time: 1.007, data_time: 0.099, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7510, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.2553 2020-10-01 20:37:26,272 - mmaction - INFO - Epoch [30][1620/2825] lr: 7.500e-03, eta: 2 days, 9:37:53, time: 0.977, data_time: 0.017, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7568, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.3048 2020-10-01 20:37:47,625 - mmaction - INFO - Epoch [30][1640/2825] lr: 7.500e-03, eta: 2 days, 9:37:33, time: 1.068, data_time: 0.038, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7490, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.2907 2020-10-01 20:38:08,651 - mmaction - INFO - Epoch [30][1660/2825] lr: 7.500e-03, eta: 2 days, 9:37:12, time: 1.051, data_time: 0.006, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7617, loss_cls: 2.1235, loss: 2.1235, grad_norm: 5.3612 2020-10-01 20:38:29,092 - mmaction - INFO - Epoch [30][1680/2825] lr: 7.500e-03, eta: 2 days, 9:36:51, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7607, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.2720 2020-10-01 20:38:50,974 - mmaction - INFO - Epoch [30][1700/2825] lr: 7.500e-03, eta: 2 days, 9:36:32, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7622, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.3417 2020-10-01 20:39:12,335 - mmaction - INFO - Epoch [30][1720/2825] lr: 7.500e-03, eta: 2 days, 9:36:13, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7536, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.3463 2020-10-01 20:39:31,564 - mmaction - INFO - Epoch [30][1740/2825] lr: 7.500e-03, eta: 2 days, 9:35:48, time: 0.961, data_time: 0.003, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7557, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.4451 2020-10-01 20:39:53,252 - mmaction - INFO - Epoch [30][1760/2825] lr: 7.500e-03, eta: 2 days, 9:35:29, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7404, loss_cls: 2.1594, loss: 2.1594, grad_norm: 5.3709 2020-10-01 20:40:13,361 - mmaction - INFO - Epoch [30][1780/2825] lr: 7.500e-03, eta: 2 days, 9:35:06, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7510, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.2921 2020-10-01 20:40:34,115 - mmaction - INFO - Epoch [30][1800/2825] lr: 7.500e-03, eta: 2 days, 9:34:45, time: 1.039, data_time: 0.024, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7570, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.2115 2020-10-01 20:40:55,598 - mmaction - INFO - Epoch [30][1820/2825] lr: 7.500e-03, eta: 2 days, 9:34:26, time: 1.073, data_time: 0.050, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7458, loss_cls: 2.1470, loss: 2.1470, grad_norm: 5.2872 2020-10-01 20:41:16,541 - mmaction - INFO - Epoch [30][1840/2825] lr: 7.500e-03, eta: 2 days, 9:34:05, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7573, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.3149 2020-10-01 20:41:36,113 - mmaction - INFO - Epoch [30][1860/2825] lr: 7.500e-03, eta: 2 days, 9:33:41, time: 0.979, data_time: 0.011, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7495, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.3540 2020-10-01 20:41:57,449 - mmaction - INFO - Epoch [30][1880/2825] lr: 7.500e-03, eta: 2 days, 9:33:22, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7305, loss_cls: 2.2131, loss: 2.2131, grad_norm: 5.3749 2020-10-01 20:42:18,101 - mmaction - INFO - Epoch [30][1900/2825] lr: 7.500e-03, eta: 2 days, 9:33:00, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.4995, top5_acc: 0.7471, loss_cls: 2.2237, loss: 2.2237, grad_norm: 5.5161 2020-10-01 20:42:39,118 - mmaction - INFO - Epoch [30][1920/2825] lr: 7.500e-03, eta: 2 days, 9:32:40, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7534, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.2046 2020-10-01 20:42:59,816 - mmaction - INFO - Epoch [30][1940/2825] lr: 7.500e-03, eta: 2 days, 9:32:19, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7490, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.2593 2020-10-01 20:43:21,007 - mmaction - INFO - Epoch [30][1960/2825] lr: 7.500e-03, eta: 2 days, 9:31:58, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7594, loss_cls: 2.1443, loss: 2.1443, grad_norm: 5.3274 2020-10-01 20:43:41,572 - mmaction - INFO - Epoch [30][1980/2825] lr: 7.500e-03, eta: 2 days, 9:31:37, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7570, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.2249 2020-10-01 20:44:02,489 - mmaction - INFO - Epoch [30][2000/2825] lr: 7.500e-03, eta: 2 days, 9:31:16, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.1027, loss: 2.1027, grad_norm: 5.2802 2020-10-01 20:44:23,679 - mmaction - INFO - Epoch [30][2020/2825] lr: 7.500e-03, eta: 2 days, 9:30:56, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7651, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.2267 2020-10-01 20:44:43,301 - mmaction - INFO - Epoch [30][2040/2825] lr: 7.500e-03, eta: 2 days, 9:30:32, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7560, loss_cls: 2.1560, loss: 2.1560, grad_norm: 5.3880 2020-10-01 20:45:04,400 - mmaction - INFO - Epoch [30][2060/2825] lr: 7.500e-03, eta: 2 days, 9:30:12, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7581, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.3264 2020-10-01 20:45:24,323 - mmaction - INFO - Epoch [30][2080/2825] lr: 7.500e-03, eta: 2 days, 9:29:49, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7482, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.3364 2020-10-01 20:45:45,131 - mmaction - INFO - Epoch [30][2100/2825] lr: 7.500e-03, eta: 2 days, 9:29:28, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5076, top5_acc: 0.7440, loss_cls: 2.1962, loss: 2.1962, grad_norm: 5.3499 2020-10-01 20:46:06,606 - mmaction - INFO - Epoch [30][2120/2825] lr: 7.500e-03, eta: 2 days, 9:29:09, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.2170 2020-10-01 20:46:26,342 - mmaction - INFO - Epoch [30][2140/2825] lr: 7.500e-03, eta: 2 days, 9:28:45, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7513, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.2728 2020-10-01 20:46:46,930 - mmaction - INFO - Epoch [30][2160/2825] lr: 7.500e-03, eta: 2 days, 9:28:24, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7451, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.3646 2020-10-01 20:47:08,060 - mmaction - INFO - Epoch [30][2180/2825] lr: 7.500e-03, eta: 2 days, 9:28:03, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.1852 2020-10-01 20:47:28,311 - mmaction - INFO - Epoch [30][2200/2825] lr: 7.500e-03, eta: 2 days, 9:27:41, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5187, top5_acc: 0.7479, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.2760 2020-10-01 20:47:49,696 - mmaction - INFO - Epoch [30][2220/2825] lr: 7.500e-03, eta: 2 days, 9:27:22, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7581, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.2352 2020-10-01 20:48:10,259 - mmaction - INFO - Epoch [30][2240/2825] lr: 7.500e-03, eta: 2 days, 9:27:00, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7570, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.3033 2020-10-01 20:48:30,084 - mmaction - INFO - Epoch [30][2260/2825] lr: 7.500e-03, eta: 2 days, 9:26:37, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7568, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.2235 2020-10-01 20:48:51,148 - mmaction - INFO - Epoch [30][2280/2825] lr: 7.500e-03, eta: 2 days, 9:26:16, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7510, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.4029 2020-10-01 20:49:13,344 - mmaction - INFO - Epoch [30][2300/2825] lr: 7.500e-03, eta: 2 days, 9:25:59, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7526, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.3684 2020-10-01 20:49:32,353 - mmaction - INFO - Epoch [30][2320/2825] lr: 7.500e-03, eta: 2 days, 9:25:34, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7565, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.2999 2020-10-01 20:49:54,403 - mmaction - INFO - Epoch [30][2340/2825] lr: 7.500e-03, eta: 2 days, 9:25:15, time: 1.101, data_time: 0.001, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7560, loss_cls: 2.1133, loss: 2.1133, grad_norm: 5.2496 2020-10-01 20:50:14,983 - mmaction - INFO - Epoch [30][2360/2825] lr: 7.500e-03, eta: 2 days, 9:24:54, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7581, loss_cls: 2.1199, loss: 2.1199, grad_norm: 5.3134 2020-10-01 20:50:34,958 - mmaction - INFO - Epoch [30][2380/2825] lr: 7.500e-03, eta: 2 days, 9:24:31, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7651, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.2075 2020-10-01 20:50:56,550 - mmaction - INFO - Epoch [30][2400/2825] lr: 7.500e-03, eta: 2 days, 9:24:12, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7576, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.3859 2020-10-01 20:51:15,660 - mmaction - INFO - Epoch [30][2420/2825] lr: 7.500e-03, eta: 2 days, 9:23:47, time: 0.954, data_time: 0.002, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7581, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.3049 2020-10-01 20:51:37,500 - mmaction - INFO - Epoch [30][2440/2825] lr: 7.500e-03, eta: 2 days, 9:23:28, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7599, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.2027 2020-10-01 20:51:57,958 - mmaction - INFO - Epoch [30][2460/2825] lr: 7.500e-03, eta: 2 days, 9:23:07, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7464, loss_cls: 2.1654, loss: 2.1654, grad_norm: 5.3365 2020-10-01 20:52:17,547 - mmaction - INFO - Epoch [30][2480/2825] lr: 7.500e-03, eta: 2 days, 9:22:43, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7518, loss_cls: 2.1626, loss: 2.1626, grad_norm: 5.3436 2020-10-01 20:52:38,859 - mmaction - INFO - Epoch [30][2500/2825] lr: 7.500e-03, eta: 2 days, 9:22:23, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7495, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.2554 2020-10-01 20:52:58,930 - mmaction - INFO - Epoch [30][2520/2825] lr: 7.500e-03, eta: 2 days, 9:22:00, time: 1.005, data_time: 0.003, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7565, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.2275 2020-10-01 20:53:19,044 - mmaction - INFO - Epoch [30][2540/2825] lr: 7.500e-03, eta: 2 days, 9:21:38, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7591, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.1995 2020-10-01 20:53:40,430 - mmaction - INFO - Epoch [30][2560/2825] lr: 7.500e-03, eta: 2 days, 9:21:18, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7471, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.3762 2020-10-01 20:53:59,996 - mmaction - INFO - Epoch [30][2580/2825] lr: 7.500e-03, eta: 2 days, 9:20:54, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7503, loss_cls: 2.1273, loss: 2.1273, grad_norm: 5.2845 2020-10-01 20:54:21,714 - mmaction - INFO - Epoch [30][2600/2825] lr: 7.500e-03, eta: 2 days, 9:20:35, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7505, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.3190 2020-10-01 20:54:42,646 - mmaction - INFO - Epoch [30][2620/2825] lr: 7.500e-03, eta: 2 days, 9:20:15, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7578, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.3109 2020-10-01 20:55:03,081 - mmaction - INFO - Epoch [30][2640/2825] lr: 7.500e-03, eta: 2 days, 9:19:53, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7562, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.3086 2020-10-01 20:55:23,724 - mmaction - INFO - Epoch [30][2660/2825] lr: 7.500e-03, eta: 2 days, 9:19:32, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7596, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.2722 2020-10-01 20:55:44,971 - mmaction - INFO - Epoch [30][2680/2825] lr: 7.500e-03, eta: 2 days, 9:19:12, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7549, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.2980 2020-10-01 20:56:03,959 - mmaction - INFO - Epoch [30][2700/2825] lr: 7.500e-03, eta: 2 days, 9:18:46, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7458, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.2911 2020-10-01 20:56:24,620 - mmaction - INFO - Epoch [30][2720/2825] lr: 7.500e-03, eta: 2 days, 9:18:25, time: 1.033, data_time: 0.308, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7607, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.2528 2020-10-01 20:56:46,792 - mmaction - INFO - Epoch [30][2740/2825] lr: 7.500e-03, eta: 2 days, 9:18:07, time: 1.108, data_time: 0.053, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7586, loss_cls: 2.1018, loss: 2.1018, grad_norm: 5.2610 2020-10-01 20:57:06,889 - mmaction - INFO - Epoch [30][2760/2825] lr: 7.500e-03, eta: 2 days, 9:17:45, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7602, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.3282 2020-10-01 20:57:27,955 - mmaction - INFO - Epoch [30][2780/2825] lr: 7.500e-03, eta: 2 days, 9:17:24, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7578, loss_cls: 2.0984, loss: 2.0984, grad_norm: 5.2197 2020-10-01 20:57:48,753 - mmaction - INFO - Epoch [30][2800/2825] lr: 7.500e-03, eta: 2 days, 9:17:03, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7505, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.3752 2020-10-01 20:58:09,932 - mmaction - INFO - Epoch [30][2820/2825] lr: 7.500e-03, eta: 2 days, 9:16:43, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7568, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.2864 2020-10-01 20:58:15,887 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-01 21:01:46,361 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 21:01:48,713 - mmaction - INFO - top1_acc 0.5146 top5_acc 0.7520 2020-10-01 21:01:48,713 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 21:01:48,963 - mmaction - INFO - mean_acc 0.5146 2020-10-01 21:01:48,964 - mmaction - INFO - Now best checkpoint is epoch_30.pth 2020-10-01 21:01:48,983 - mmaction - INFO - Epoch(val) [30][2825] top1_acc: 0.5146, top5_acc: 0.7520, mean_class_accuracy: 0.5146 2020-10-01 21:02:33,011 - mmaction - INFO - Epoch [31][20/2825] lr: 7.500e-03, eta: 2 days, 9:16:59, time: 2.201, data_time: 1.202, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7518, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.1692 2020-10-01 21:02:55,100 - mmaction - INFO - Epoch [31][40/2825] lr: 7.500e-03, eta: 2 days, 9:16:41, time: 1.104, data_time: 0.001, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7599, loss_cls: 2.0978, loss: 2.0978, grad_norm: 5.1794 2020-10-01 21:03:15,066 - mmaction - INFO - Epoch [31][60/2825] lr: 7.500e-03, eta: 2 days, 9:16:18, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7659, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.3370 2020-10-01 21:03:34,892 - mmaction - INFO - Epoch [31][80/2825] lr: 7.500e-03, eta: 2 days, 9:15:55, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7557, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.1848 2020-10-01 21:03:55,748 - mmaction - INFO - Epoch [31][100/2825] lr: 7.500e-03, eta: 2 days, 9:15:34, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7737, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.2483 2020-10-01 21:04:17,457 - mmaction - INFO - Epoch [31][120/2825] lr: 7.500e-03, eta: 2 days, 9:15:15, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7659, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.1797 2020-10-01 21:04:38,752 - mmaction - INFO - Epoch [31][140/2825] lr: 7.500e-03, eta: 2 days, 9:14:55, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7482, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.3131 2020-10-01 21:04:58,657 - mmaction - INFO - Epoch [31][160/2825] lr: 7.500e-03, eta: 2 days, 9:14:32, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5456, top5_acc: 0.7573, loss_cls: 2.0498, loss: 2.0498, grad_norm: 5.2721 2020-10-01 21:05:19,471 - mmaction - INFO - Epoch [31][180/2825] lr: 7.500e-03, eta: 2 days, 9:14:11, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7490, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.2848 2020-10-01 21:05:39,847 - mmaction - INFO - Epoch [31][200/2825] lr: 7.500e-03, eta: 2 days, 9:13:49, time: 1.019, data_time: 0.013, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7682, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.2722 2020-10-01 21:05:59,944 - mmaction - INFO - Epoch [31][220/2825] lr: 7.500e-03, eta: 2 days, 9:13:26, time: 1.004, data_time: 0.070, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7654, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.3110 2020-10-01 21:06:21,530 - mmaction - INFO - Epoch [31][240/2825] lr: 7.500e-03, eta: 2 days, 9:13:07, time: 1.079, data_time: 0.058, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7607, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.2576 2020-10-01 21:06:41,049 - mmaction - INFO - Epoch [31][260/2825] lr: 7.500e-03, eta: 2 days, 9:12:43, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7570, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.2797 2020-10-01 21:07:01,744 - mmaction - INFO - Epoch [31][280/2825] lr: 7.500e-03, eta: 2 days, 9:12:22, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7628, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.2880 2020-10-01 21:07:22,693 - mmaction - INFO - Epoch [31][300/2825] lr: 7.500e-03, eta: 2 days, 9:12:01, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7758, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.2234 2020-10-01 21:07:43,292 - mmaction - INFO - Epoch [31][320/2825] lr: 7.500e-03, eta: 2 days, 9:11:40, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7518, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.3568 2020-10-01 21:08:04,949 - mmaction - INFO - Epoch [31][340/2825] lr: 7.500e-03, eta: 2 days, 9:11:21, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7638, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.2452 2020-10-01 21:08:25,473 - mmaction - INFO - Epoch [31][360/2825] lr: 7.500e-03, eta: 2 days, 9:10:59, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7581, loss_cls: 2.1009, loss: 2.1009, grad_norm: 5.3229 2020-10-01 21:08:45,899 - mmaction - INFO - Epoch [31][380/2825] lr: 7.500e-03, eta: 2 days, 9:10:38, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7609, loss_cls: 2.0920, loss: 2.0920, grad_norm: 5.2813 2020-10-01 21:09:05,826 - mmaction - INFO - Epoch [31][400/2825] lr: 7.500e-03, eta: 2 days, 9:10:15, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5182, top5_acc: 0.7466, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.3547 2020-10-01 21:09:26,276 - mmaction - INFO - Epoch [31][420/2825] lr: 7.500e-03, eta: 2 days, 9:09:53, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.2885 2020-10-01 21:09:47,702 - mmaction - INFO - Epoch [31][440/2825] lr: 7.500e-03, eta: 2 days, 9:09:33, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7544, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.3586 2020-10-01 21:10:07,965 - mmaction - INFO - Epoch [31][460/2825] lr: 7.500e-03, eta: 2 days, 9:09:11, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7604, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.3053 2020-10-01 21:10:28,892 - mmaction - INFO - Epoch [31][480/2825] lr: 7.500e-03, eta: 2 days, 9:08:50, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7604, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.2844 2020-10-01 21:10:48,866 - mmaction - INFO - Epoch [31][500/2825] lr: 7.500e-03, eta: 2 days, 9:08:27, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7612, loss_cls: 2.0594, loss: 2.0594, grad_norm: 5.2511 2020-10-01 21:11:10,253 - mmaction - INFO - Epoch [31][520/2825] lr: 7.500e-03, eta: 2 days, 9:08:08, time: 1.068, data_time: 0.036, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7544, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.2900 2020-10-01 21:11:31,525 - mmaction - INFO - Epoch [31][540/2825] lr: 7.500e-03, eta: 2 days, 9:07:48, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7534, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.3483 2020-10-01 21:11:51,546 - mmaction - INFO - Epoch [31][560/2825] lr: 7.500e-03, eta: 2 days, 9:07:25, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7750, loss_cls: 1.9953, loss: 1.9953, grad_norm: 5.1666 2020-10-01 21:12:13,452 - mmaction - INFO - Epoch [31][580/2825] lr: 7.500e-03, eta: 2 days, 9:07:07, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7490, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.4047 2020-10-01 21:12:33,346 - mmaction - INFO - Epoch [31][600/2825] lr: 7.500e-03, eta: 2 days, 9:06:43, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7510, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.2635 2020-10-01 21:12:54,589 - mmaction - INFO - Epoch [31][620/2825] lr: 7.500e-03, eta: 2 days, 9:06:23, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7547, loss_cls: 2.1143, loss: 2.1143, grad_norm: 5.3996 2020-10-01 21:13:14,411 - mmaction - INFO - Epoch [31][640/2825] lr: 7.500e-03, eta: 2 days, 9:06:00, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7612, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.1721 2020-10-01 21:13:36,235 - mmaction - INFO - Epoch [31][660/2825] lr: 7.500e-03, eta: 2 days, 9:05:42, time: 1.091, data_time: 0.015, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.2381 2020-10-01 21:13:57,125 - mmaction - INFO - Epoch [31][680/2825] lr: 7.500e-03, eta: 2 days, 9:05:21, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7667, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.4315 2020-10-01 21:14:17,565 - mmaction - INFO - Epoch [31][700/2825] lr: 7.500e-03, eta: 2 days, 9:04:59, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7544, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.3033 2020-10-01 21:14:37,982 - mmaction - INFO - Epoch [31][720/2825] lr: 7.500e-03, eta: 2 days, 9:04:37, time: 1.021, data_time: 0.077, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7677, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.2933 2020-10-01 21:14:59,218 - mmaction - INFO - Epoch [31][740/2825] lr: 7.500e-03, eta: 2 days, 9:04:17, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7560, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.3078 2020-10-01 21:15:20,307 - mmaction - INFO - Epoch [31][760/2825] lr: 7.500e-03, eta: 2 days, 9:03:57, time: 1.054, data_time: 0.008, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7565, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.2298 2020-10-01 21:15:40,034 - mmaction - INFO - Epoch [31][780/2825] lr: 7.500e-03, eta: 2 days, 9:03:33, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7505, loss_cls: 2.1440, loss: 2.1440, grad_norm: 5.3267 2020-10-01 21:16:01,257 - mmaction - INFO - Epoch [31][800/2825] lr: 7.500e-03, eta: 2 days, 9:03:13, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7659, loss_cls: 2.0622, loss: 2.0622, grad_norm: 5.3657 2020-10-01 21:16:22,206 - mmaction - INFO - Epoch [31][820/2825] lr: 7.500e-03, eta: 2 days, 9:02:53, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7549, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.2327 2020-10-01 21:16:41,946 - mmaction - INFO - Epoch [31][840/2825] lr: 7.500e-03, eta: 2 days, 9:02:29, time: 0.987, data_time: 0.003, memory: 8353, top1_acc: 0.5188, top5_acc: 0.7549, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.4360 2020-10-01 21:17:02,166 - mmaction - INFO - Epoch [31][860/2825] lr: 7.500e-03, eta: 2 days, 9:02:07, time: 1.012, data_time: 0.003, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7688, loss_cls: 2.0697, loss: 2.0697, grad_norm: 5.3319 2020-10-01 21:17:22,525 - mmaction - INFO - Epoch [31][880/2825] lr: 7.500e-03, eta: 2 days, 9:01:45, time: 1.018, data_time: 0.010, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7471, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.4405 2020-10-01 21:17:43,870 - mmaction - INFO - Epoch [31][900/2825] lr: 7.500e-03, eta: 2 days, 9:01:25, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7672, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.3453 2020-10-01 21:18:06,228 - mmaction - INFO - Epoch [31][920/2825] lr: 7.500e-03, eta: 2 days, 9:01:08, time: 1.119, data_time: 0.002, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7669, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.2858 2020-10-01 21:18:25,146 - mmaction - INFO - Epoch [31][940/2825] lr: 7.500e-03, eta: 2 days, 9:00:43, time: 0.946, data_time: 0.002, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7586, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.3267 2020-10-01 21:18:46,387 - mmaction - INFO - Epoch [31][960/2825] lr: 7.500e-03, eta: 2 days, 9:00:23, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7547, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.2800 2020-10-01 21:19:06,649 - mmaction - INFO - Epoch [31][980/2825] lr: 7.500e-03, eta: 2 days, 9:00:00, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 2.1087, loss: 2.1087, grad_norm: 5.2602 2020-10-01 21:19:26,894 - mmaction - INFO - Epoch [31][1000/2825] lr: 7.500e-03, eta: 2 days, 8:59:38, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7568, loss_cls: 2.0761, loss: 2.0761, grad_norm: 5.3322 2020-10-01 21:19:48,174 - mmaction - INFO - Epoch [31][1020/2825] lr: 7.500e-03, eta: 2 days, 8:59:18, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7529, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.3212 2020-10-01 21:20:08,410 - mmaction - INFO - Epoch [31][1040/2825] lr: 7.500e-03, eta: 2 days, 8:58:56, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7612, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.3216 2020-10-01 21:20:28,857 - mmaction - INFO - Epoch [31][1060/2825] lr: 7.500e-03, eta: 2 days, 8:58:34, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7370, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.3937 2020-10-01 21:20:50,618 - mmaction - INFO - Epoch [31][1080/2825] lr: 7.500e-03, eta: 2 days, 8:58:15, time: 1.088, data_time: 0.004, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7586, loss_cls: 2.1267, loss: 2.1267, grad_norm: 5.3366 2020-10-01 21:21:10,068 - mmaction - INFO - Epoch [31][1100/2825] lr: 7.500e-03, eta: 2 days, 8:57:51, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7529, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.2795 2020-10-01 21:21:31,246 - mmaction - INFO - Epoch [31][1120/2825] lr: 7.500e-03, eta: 2 days, 8:57:31, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7630, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.2590 2020-10-01 21:21:50,487 - mmaction - INFO - Epoch [31][1140/2825] lr: 7.500e-03, eta: 2 days, 8:57:07, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7510, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.3494 2020-10-01 21:22:11,696 - mmaction - INFO - Epoch [31][1160/2825] lr: 7.500e-03, eta: 2 days, 8:56:46, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5440, top5_acc: 0.7745, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.3073 2020-10-01 21:22:32,266 - mmaction - INFO - Epoch [31][1180/2825] lr: 7.500e-03, eta: 2 days, 8:56:25, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7513, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.4389 2020-10-01 21:22:53,402 - mmaction - INFO - Epoch [31][1200/2825] lr: 7.500e-03, eta: 2 days, 8:56:05, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7435, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.3537 2020-10-01 21:23:13,966 - mmaction - INFO - Epoch [31][1220/2825] lr: 7.500e-03, eta: 2 days, 8:55:43, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7490, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.4789 2020-10-01 21:23:34,999 - mmaction - INFO - Epoch [31][1240/2825] lr: 7.500e-03, eta: 2 days, 8:55:23, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7516, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.4338 2020-10-01 21:23:56,096 - mmaction - INFO - Epoch [31][1260/2825] lr: 7.500e-03, eta: 2 days, 8:55:02, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7602, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.4072 2020-10-01 21:24:16,193 - mmaction - INFO - Epoch [31][1280/2825] lr: 7.500e-03, eta: 2 days, 8:54:40, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7625, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.2865 2020-10-01 21:24:36,117 - mmaction - INFO - Epoch [31][1300/2825] lr: 7.500e-03, eta: 2 days, 8:54:17, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7440, loss_cls: 2.1774, loss: 2.1774, grad_norm: 5.3848 2020-10-01 21:24:57,534 - mmaction - INFO - Epoch [31][1320/2825] lr: 7.500e-03, eta: 2 days, 8:53:57, time: 1.071, data_time: 0.051, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7570, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.2520 2020-10-01 21:25:17,754 - mmaction - INFO - Epoch [31][1340/2825] lr: 7.500e-03, eta: 2 days, 8:53:35, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7656, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.2358 2020-10-01 21:25:39,243 - mmaction - INFO - Epoch [31][1360/2825] lr: 7.500e-03, eta: 2 days, 8:53:16, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7617, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.4208 2020-10-01 21:25:59,360 - mmaction - INFO - Epoch [31][1380/2825] lr: 7.500e-03, eta: 2 days, 8:52:53, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7615, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.3441 2020-10-01 21:26:20,200 - mmaction - INFO - Epoch [31][1400/2825] lr: 7.500e-03, eta: 2 days, 8:52:32, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7661, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.3358 2020-10-01 21:26:41,239 - mmaction - INFO - Epoch [31][1420/2825] lr: 7.500e-03, eta: 2 days, 8:52:12, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7557, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.3209 2020-10-01 21:27:02,426 - mmaction - INFO - Epoch [31][1440/2825] lr: 7.500e-03, eta: 2 days, 8:51:52, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7703, loss_cls: 1.9983, loss: 1.9983, grad_norm: 5.1965 2020-10-01 21:27:21,383 - mmaction - INFO - Epoch [31][1460/2825] lr: 7.500e-03, eta: 2 days, 8:51:26, time: 0.948, data_time: 0.002, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7591, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.2264 2020-10-01 21:27:43,066 - mmaction - INFO - Epoch [31][1480/2825] lr: 7.500e-03, eta: 2 days, 8:51:07, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7617, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.3202 2020-10-01 21:28:04,824 - mmaction - INFO - Epoch [31][1500/2825] lr: 7.500e-03, eta: 2 days, 8:50:49, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.5182, top5_acc: 0.7607, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.3587 2020-10-01 21:28:25,201 - mmaction - INFO - Epoch [31][1520/2825] lr: 7.500e-03, eta: 2 days, 8:50:27, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5440, top5_acc: 0.7714, loss_cls: 2.0389, loss: 2.0389, grad_norm: 5.2992 2020-10-01 21:28:47,030 - mmaction - INFO - Epoch [31][1540/2825] lr: 7.500e-03, eta: 2 days, 8:50:08, time: 1.092, data_time: 0.003, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7534, loss_cls: 2.1361, loss: 2.1361, grad_norm: 5.3600 2020-10-01 21:29:07,727 - mmaction - INFO - Epoch [31][1560/2825] lr: 7.500e-03, eta: 2 days, 8:49:47, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7576, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.2145 2020-10-01 21:29:28,341 - mmaction - INFO - Epoch [31][1580/2825] lr: 7.500e-03, eta: 2 days, 8:49:25, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7589, loss_cls: 2.0712, loss: 2.0712, grad_norm: 5.3788 2020-10-01 21:29:49,441 - mmaction - INFO - Epoch [31][1600/2825] lr: 7.500e-03, eta: 2 days, 8:49:05, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7607, loss_cls: 2.0944, loss: 2.0944, grad_norm: 5.2765 2020-10-01 21:30:09,504 - mmaction - INFO - Epoch [31][1620/2825] lr: 7.500e-03, eta: 2 days, 8:48:43, time: 1.003, data_time: 0.013, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7536, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.3986 2020-10-01 21:30:30,337 - mmaction - INFO - Epoch [31][1640/2825] lr: 7.500e-03, eta: 2 days, 8:48:22, time: 1.042, data_time: 0.149, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7503, loss_cls: 2.1517, loss: 2.1517, grad_norm: 5.3767 2020-10-01 21:30:51,523 - mmaction - INFO - Epoch [31][1660/2825] lr: 7.500e-03, eta: 2 days, 8:48:02, time: 1.059, data_time: 0.005, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7628, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.2209 2020-10-01 21:31:12,610 - mmaction - INFO - Epoch [31][1680/2825] lr: 7.500e-03, eta: 2 days, 8:47:41, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7497, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.5360 2020-10-01 21:31:33,182 - mmaction - INFO - Epoch [31][1700/2825] lr: 7.500e-03, eta: 2 days, 8:47:20, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7583, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.4014 2020-10-01 21:31:54,007 - mmaction - INFO - Epoch [31][1720/2825] lr: 7.500e-03, eta: 2 days, 8:46:59, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5133, top5_acc: 0.7471, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.2867 2020-10-01 21:32:13,762 - mmaction - INFO - Epoch [31][1740/2825] lr: 7.500e-03, eta: 2 days, 8:46:35, time: 0.987, data_time: 0.027, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7578, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.2617 2020-10-01 21:32:36,241 - mmaction - INFO - Epoch [31][1760/2825] lr: 7.500e-03, eta: 2 days, 8:46:18, time: 1.124, data_time: 0.159, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7497, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.3927 2020-10-01 21:32:57,669 - mmaction - INFO - Epoch [31][1780/2825] lr: 7.500e-03, eta: 2 days, 8:45:59, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7581, loss_cls: 2.0843, loss: 2.0843, grad_norm: 5.2149 2020-10-01 21:33:17,718 - mmaction - INFO - Epoch [31][1800/2825] lr: 7.500e-03, eta: 2 days, 8:45:36, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7521, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.3227 2020-10-01 21:33:37,996 - mmaction - INFO - Epoch [31][1820/2825] lr: 7.500e-03, eta: 2 days, 8:45:14, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7563, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.2621 2020-10-01 21:33:59,573 - mmaction - INFO - Epoch [31][1840/2825] lr: 7.500e-03, eta: 2 days, 8:44:55, time: 1.079, data_time: 0.003, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7510, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.3777 2020-10-01 21:34:19,668 - mmaction - INFO - Epoch [31][1860/2825] lr: 7.500e-03, eta: 2 days, 8:44:32, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7594, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.3202 2020-10-01 21:34:40,246 - mmaction - INFO - Epoch [31][1880/2825] lr: 7.500e-03, eta: 2 days, 8:44:10, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7568, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.3478 2020-10-01 21:35:01,525 - mmaction - INFO - Epoch [31][1900/2825] lr: 7.500e-03, eta: 2 days, 8:43:51, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7685, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.4478 2020-10-01 21:35:22,060 - mmaction - INFO - Epoch [31][1920/2825] lr: 7.500e-03, eta: 2 days, 8:43:29, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7565, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.3157 2020-10-01 21:35:42,996 - mmaction - INFO - Epoch [31][1940/2825] lr: 7.500e-03, eta: 2 days, 8:43:08, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7453, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.3534 2020-10-01 21:36:04,090 - mmaction - INFO - Epoch [31][1960/2825] lr: 7.500e-03, eta: 2 days, 8:42:48, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.2324 2020-10-01 21:36:24,493 - mmaction - INFO - Epoch [31][1980/2825] lr: 7.500e-03, eta: 2 days, 8:42:26, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7714, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.2488 2020-10-01 21:36:45,124 - mmaction - INFO - Epoch [31][2000/2825] lr: 7.500e-03, eta: 2 days, 8:42:05, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7456, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.2457 2020-10-01 21:37:06,893 - mmaction - INFO - Epoch [31][2020/2825] lr: 7.500e-03, eta: 2 days, 8:41:46, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7719, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.2677 2020-10-01 21:37:27,391 - mmaction - INFO - Epoch [31][2040/2825] lr: 7.500e-03, eta: 2 days, 8:41:24, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7385, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.4251 2020-10-01 21:37:48,781 - mmaction - INFO - Epoch [31][2060/2825] lr: 7.500e-03, eta: 2 days, 8:41:05, time: 1.070, data_time: 0.003, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7544, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.3985 2020-10-01 21:38:10,417 - mmaction - INFO - Epoch [31][2080/2825] lr: 7.500e-03, eta: 2 days, 8:40:46, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7622, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.2841 2020-10-01 21:38:30,168 - mmaction - INFO - Epoch [31][2100/2825] lr: 7.500e-03, eta: 2 days, 8:40:22, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7534, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.4062 2020-10-01 21:38:51,354 - mmaction - INFO - Epoch [31][2120/2825] lr: 7.500e-03, eta: 2 days, 8:40:02, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7562, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.3617 2020-10-01 21:39:11,901 - mmaction - INFO - Epoch [31][2140/2825] lr: 7.500e-03, eta: 2 days, 8:39:41, time: 1.027, data_time: 0.027, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7536, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.3351 2020-10-01 21:39:32,770 - mmaction - INFO - Epoch [31][2160/2825] lr: 7.500e-03, eta: 2 days, 8:39:20, time: 1.043, data_time: 0.111, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7513, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.3276 2020-10-01 21:39:53,350 - mmaction - INFO - Epoch [31][2180/2825] lr: 7.500e-03, eta: 2 days, 8:38:58, time: 1.029, data_time: 0.065, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7456, loss_cls: 2.1645, loss: 2.1645, grad_norm: 5.3511 2020-10-01 21:40:14,318 - mmaction - INFO - Epoch [31][2200/2825] lr: 7.500e-03, eta: 2 days, 8:38:38, time: 1.048, data_time: 0.365, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7500, loss_cls: 2.1169, loss: 2.1169, grad_norm: 5.3521 2020-10-01 21:40:34,714 - mmaction - INFO - Epoch [31][2220/2825] lr: 7.500e-03, eta: 2 days, 8:38:16, time: 1.020, data_time: 0.366, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7609, loss_cls: 2.0625, loss: 2.0625, grad_norm: 5.1970 2020-10-01 21:40:54,626 - mmaction - INFO - Epoch [31][2240/2825] lr: 7.500e-03, eta: 2 days, 8:37:53, time: 0.996, data_time: 0.120, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7508, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.4822 2020-10-01 21:41:16,706 - mmaction - INFO - Epoch [31][2260/2825] lr: 7.500e-03, eta: 2 days, 8:37:35, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7497, loss_cls: 2.1519, loss: 2.1519, grad_norm: 5.4028 2020-10-01 21:41:36,239 - mmaction - INFO - Epoch [31][2280/2825] lr: 7.500e-03, eta: 2 days, 8:37:11, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7573, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.3007 2020-10-01 21:41:56,691 - mmaction - INFO - Epoch [31][2300/2825] lr: 7.500e-03, eta: 2 days, 8:36:49, time: 1.023, data_time: 0.021, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7565, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.2199 2020-10-01 21:42:18,272 - mmaction - INFO - Epoch [31][2320/2825] lr: 7.500e-03, eta: 2 days, 8:36:30, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7596, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.3623 2020-10-01 21:42:37,796 - mmaction - INFO - Epoch [31][2340/2825] lr: 7.500e-03, eta: 2 days, 8:36:06, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7523, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.2906 2020-10-01 21:42:58,749 - mmaction - INFO - Epoch [31][2360/2825] lr: 7.500e-03, eta: 2 days, 8:35:45, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7518, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.2692 2020-10-01 21:43:19,548 - mmaction - INFO - Epoch [31][2380/2825] lr: 7.500e-03, eta: 2 days, 8:35:24, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7690, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.3845 2020-10-01 21:43:40,021 - mmaction - INFO - Epoch [31][2400/2825] lr: 7.500e-03, eta: 2 days, 8:35:03, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7523, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.3099 2020-10-01 21:44:00,674 - mmaction - INFO - Epoch [31][2420/2825] lr: 7.500e-03, eta: 2 days, 8:34:41, time: 1.032, data_time: 0.005, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7495, loss_cls: 2.1582, loss: 2.1582, grad_norm: 5.3813 2020-10-01 21:44:21,525 - mmaction - INFO - Epoch [31][2440/2825] lr: 7.500e-03, eta: 2 days, 8:34:21, time: 1.044, data_time: 0.028, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7484, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.4297 2020-10-01 21:44:42,335 - mmaction - INFO - Epoch [31][2460/2825] lr: 7.500e-03, eta: 2 days, 8:34:00, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.5102, top5_acc: 0.7466, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.3549 2020-10-01 21:45:02,582 - mmaction - INFO - Epoch [31][2480/2825] lr: 7.500e-03, eta: 2 days, 8:33:37, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7539, loss_cls: 2.1238, loss: 2.1238, grad_norm: 5.3184 2020-10-01 21:45:24,053 - mmaction - INFO - Epoch [31][2500/2825] lr: 7.500e-03, eta: 2 days, 8:33:18, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7495, loss_cls: 2.1383, loss: 2.1383, grad_norm: 5.3217 2020-10-01 21:45:46,244 - mmaction - INFO - Epoch [31][2520/2825] lr: 7.500e-03, eta: 2 days, 8:33:00, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7581, loss_cls: 2.0990, loss: 2.0990, grad_norm: 5.2595 2020-10-01 21:46:05,926 - mmaction - INFO - Epoch [31][2540/2825] lr: 7.500e-03, eta: 2 days, 8:32:36, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7581, loss_cls: 2.0916, loss: 2.0916, grad_norm: 5.2741 2020-10-01 21:46:27,167 - mmaction - INFO - Epoch [31][2560/2825] lr: 7.500e-03, eta: 2 days, 8:32:17, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7581, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.2838 2020-10-01 21:46:47,920 - mmaction - INFO - Epoch [31][2580/2825] lr: 7.500e-03, eta: 2 days, 8:31:55, time: 1.038, data_time: 0.012, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7714, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.3002 2020-10-01 21:47:08,464 - mmaction - INFO - Epoch [31][2600/2825] lr: 7.500e-03, eta: 2 days, 8:31:34, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7568, loss_cls: 2.1198, loss: 2.1198, grad_norm: 5.3773 2020-10-01 21:47:28,619 - mmaction - INFO - Epoch [31][2620/2825] lr: 7.500e-03, eta: 2 days, 8:31:11, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5187, top5_acc: 0.7531, loss_cls: 2.1512, loss: 2.1512, grad_norm: 5.2725 2020-10-01 21:47:49,512 - mmaction - INFO - Epoch [31][2640/2825] lr: 7.500e-03, eta: 2 days, 8:30:51, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7552, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.3803 2020-10-01 21:48:10,277 - mmaction - INFO - Epoch [31][2660/2825] lr: 7.500e-03, eta: 2 days, 8:30:30, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7536, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.2927 2020-10-01 21:48:31,080 - mmaction - INFO - Epoch [31][2680/2825] lr: 7.500e-03, eta: 2 days, 8:30:09, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.1511 2020-10-01 21:48:52,988 - mmaction - INFO - Epoch [31][2700/2825] lr: 7.500e-03, eta: 2 days, 8:29:50, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.5135, top5_acc: 0.7552, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.3644 2020-10-01 21:49:14,352 - mmaction - INFO - Epoch [31][2720/2825] lr: 7.500e-03, eta: 2 days, 8:29:30, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.5104, top5_acc: 0.7497, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.3950 2020-10-01 21:49:34,763 - mmaction - INFO - Epoch [31][2740/2825] lr: 7.500e-03, eta: 2 days, 8:29:09, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7464, loss_cls: 2.1488, loss: 2.1488, grad_norm: 5.2912 2020-10-01 21:49:55,125 - mmaction - INFO - Epoch [31][2760/2825] lr: 7.500e-03, eta: 2 days, 8:28:47, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7542, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.2442 2020-10-01 21:50:15,492 - mmaction - INFO - Epoch [31][2780/2825] lr: 7.500e-03, eta: 2 days, 8:28:25, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7474, loss_cls: 2.1599, loss: 2.1599, grad_norm: 5.3292 2020-10-01 21:50:36,346 - mmaction - INFO - Epoch [31][2800/2825] lr: 7.500e-03, eta: 2 days, 8:28:04, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7589, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.1841 2020-10-01 21:50:57,479 - mmaction - INFO - Epoch [31][2820/2825] lr: 7.500e-03, eta: 2 days, 8:27:44, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7448, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.4740 2020-10-01 21:51:02,066 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-10-01 21:51:47,901 - mmaction - INFO - Epoch [32][20/2825] lr: 7.500e-03, eta: 2 days, 8:27:56, time: 2.166, data_time: 1.176, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7661, loss_cls: 2.0174, loss: 2.0174, grad_norm: 5.2237 2020-10-01 21:52:09,209 - mmaction - INFO - Epoch [32][40/2825] lr: 7.500e-03, eta: 2 days, 8:27:36, time: 1.066, data_time: 0.112, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.3060 2020-10-01 21:52:29,014 - mmaction - INFO - Epoch [32][60/2825] lr: 7.500e-03, eta: 2 days, 8:27:13, time: 0.990, data_time: 0.145, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7617, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.3000 2020-10-01 21:52:50,623 - mmaction - INFO - Epoch [32][80/2825] lr: 7.500e-03, eta: 2 days, 8:26:54, time: 1.081, data_time: 0.224, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7661, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.2511 2020-10-01 21:53:10,594 - mmaction - INFO - Epoch [32][100/2825] lr: 7.500e-03, eta: 2 days, 8:26:31, time: 0.999, data_time: 0.056, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7630, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.2560 2020-10-01 21:53:31,602 - mmaction - INFO - Epoch [32][120/2825] lr: 7.500e-03, eta: 2 days, 8:26:10, time: 1.051, data_time: 0.083, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7622, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.2493 2020-10-01 21:53:52,074 - mmaction - INFO - Epoch [32][140/2825] lr: 7.500e-03, eta: 2 days, 8:25:49, time: 1.023, data_time: 0.028, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7703, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.2447 2020-10-01 21:54:13,260 - mmaction - INFO - Epoch [32][160/2825] lr: 7.500e-03, eta: 2 days, 8:25:28, time: 1.059, data_time: 0.011, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.1965 2020-10-01 21:54:34,138 - mmaction - INFO - Epoch [32][180/2825] lr: 7.500e-03, eta: 2 days, 8:25:08, time: 1.044, data_time: 0.004, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7750, loss_cls: 2.0261, loss: 2.0261, grad_norm: 5.2300 2020-10-01 21:54:54,353 - mmaction - INFO - Epoch [32][200/2825] lr: 7.500e-03, eta: 2 days, 8:24:45, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7622, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.2803 2020-10-01 21:55:15,974 - mmaction - INFO - Epoch [32][220/2825] lr: 7.500e-03, eta: 2 days, 8:24:26, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7763, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.2479 2020-10-01 21:55:37,226 - mmaction - INFO - Epoch [32][240/2825] lr: 7.500e-03, eta: 2 days, 8:24:06, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.2440 2020-10-01 21:55:57,135 - mmaction - INFO - Epoch [32][260/2825] lr: 7.500e-03, eta: 2 days, 8:23:43, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7622, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.2895 2020-10-01 21:56:18,306 - mmaction - INFO - Epoch [32][280/2825] lr: 7.500e-03, eta: 2 days, 8:23:23, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0840, loss: 2.0840, grad_norm: 5.2528 2020-10-01 21:56:39,264 - mmaction - INFO - Epoch [32][300/2825] lr: 7.500e-03, eta: 2 days, 8:23:02, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7690, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.2718 2020-10-01 21:56:59,216 - mmaction - INFO - Epoch [32][320/2825] lr: 7.500e-03, eta: 2 days, 8:22:40, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7628, loss_cls: 2.1173, loss: 2.1173, grad_norm: 5.4257 2020-10-01 21:57:20,801 - mmaction - INFO - Epoch [32][340/2825] lr: 7.500e-03, eta: 2 days, 8:22:20, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7560, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.2874 2020-10-01 21:57:40,694 - mmaction - INFO - Epoch [32][360/2825] lr: 7.500e-03, eta: 2 days, 8:21:57, time: 0.995, data_time: 0.003, memory: 8353, top1_acc: 0.5099, top5_acc: 0.7547, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.3077 2020-10-01 21:58:01,448 - mmaction - INFO - Epoch [32][380/2825] lr: 7.500e-03, eta: 2 days, 8:21:36, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7615, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.3058 2020-10-01 21:58:22,806 - mmaction - INFO - Epoch [32][400/2825] lr: 7.500e-03, eta: 2 days, 8:21:16, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7542, loss_cls: 2.1114, loss: 2.1114, grad_norm: 5.3355 2020-10-01 21:58:42,582 - mmaction - INFO - Epoch [32][420/2825] lr: 7.500e-03, eta: 2 days, 8:20:53, time: 0.989, data_time: 0.003, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7664, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.2107 2020-10-01 21:59:03,219 - mmaction - INFO - Epoch [32][440/2825] lr: 7.500e-03, eta: 2 days, 8:20:32, time: 1.034, data_time: 0.054, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7607, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.4323 2020-10-01 21:59:24,031 - mmaction - INFO - Epoch [32][460/2825] lr: 7.500e-03, eta: 2 days, 8:20:11, time: 1.040, data_time: 0.007, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7706, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.3761 2020-10-01 21:59:44,206 - mmaction - INFO - Epoch [32][480/2825] lr: 7.500e-03, eta: 2 days, 8:19:48, time: 1.008, data_time: 0.044, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7607, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.2517 2020-10-01 22:00:05,613 - mmaction - INFO - Epoch [32][500/2825] lr: 7.500e-03, eta: 2 days, 8:19:29, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7648, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.2714 2020-10-01 22:00:27,209 - mmaction - INFO - Epoch [32][520/2825] lr: 7.500e-03, eta: 2 days, 8:19:10, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7646, loss_cls: 2.0613, loss: 2.0613, grad_norm: 5.2089 2020-10-01 22:00:48,952 - mmaction - INFO - Epoch [32][540/2825] lr: 7.500e-03, eta: 2 days, 8:18:51, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.1124, loss: 2.1124, grad_norm: 5.3754 2020-10-01 22:01:10,603 - mmaction - INFO - Epoch [32][560/2825] lr: 7.500e-03, eta: 2 days, 8:18:32, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7578, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.3886 2020-10-01 22:01:30,449 - mmaction - INFO - Epoch [32][580/2825] lr: 7.500e-03, eta: 2 days, 8:18:08, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7625, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.2975 2020-10-01 22:01:51,509 - mmaction - INFO - Epoch [32][600/2825] lr: 7.500e-03, eta: 2 days, 8:17:48, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7539, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.3506 2020-10-01 22:02:11,588 - mmaction - INFO - Epoch [32][620/2825] lr: 7.500e-03, eta: 2 days, 8:17:25, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7531, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.2459 2020-10-01 22:02:31,268 - mmaction - INFO - Epoch [32][640/2825] lr: 7.500e-03, eta: 2 days, 8:17:02, time: 0.985, data_time: 0.048, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7500, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.2316 2020-10-01 22:02:52,545 - mmaction - INFO - Epoch [32][660/2825] lr: 7.500e-03, eta: 2 days, 8:16:42, time: 1.065, data_time: 0.232, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7760, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.2325 2020-10-01 22:03:12,974 - mmaction - INFO - Epoch [32][680/2825] lr: 7.500e-03, eta: 2 days, 8:16:20, time: 1.021, data_time: 0.376, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7638, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.3632 2020-10-01 22:03:33,286 - mmaction - INFO - Epoch [32][700/2825] lr: 7.500e-03, eta: 2 days, 8:15:58, time: 1.016, data_time: 0.398, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7690, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.2251 2020-10-01 22:03:54,163 - mmaction - INFO - Epoch [32][720/2825] lr: 7.500e-03, eta: 2 days, 8:15:37, time: 1.044, data_time: 0.414, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.2792 2020-10-01 22:04:13,829 - mmaction - INFO - Epoch [32][740/2825] lr: 7.500e-03, eta: 2 days, 8:15:14, time: 0.983, data_time: 0.240, memory: 8353, top1_acc: 0.5188, top5_acc: 0.7620, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.3707 2020-10-01 22:04:35,665 - mmaction - INFO - Epoch [32][760/2825] lr: 7.500e-03, eta: 2 days, 8:14:55, time: 1.092, data_time: 0.341, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7565, loss_cls: 2.0705, loss: 2.0705, grad_norm: 5.2393 2020-10-01 22:04:55,344 - mmaction - INFO - Epoch [32][780/2825] lr: 7.500e-03, eta: 2 days, 8:14:32, time: 0.984, data_time: 0.166, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.3402 2020-10-01 22:05:15,966 - mmaction - INFO - Epoch [32][800/2825] lr: 7.500e-03, eta: 2 days, 8:14:10, time: 1.032, data_time: 0.080, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.2069 2020-10-01 22:05:36,592 - mmaction - INFO - Epoch [32][820/2825] lr: 7.500e-03, eta: 2 days, 8:13:49, time: 1.031, data_time: 0.004, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7557, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.2842 2020-10-01 22:05:57,795 - mmaction - INFO - Epoch [32][840/2825] lr: 7.500e-03, eta: 2 days, 8:13:29, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7544, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.3222 2020-10-01 22:06:17,242 - mmaction - INFO - Epoch [32][860/2825] lr: 7.500e-03, eta: 2 days, 8:13:05, time: 0.972, data_time: 0.075, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7599, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.1884 2020-10-01 22:06:38,188 - mmaction - INFO - Epoch [32][880/2825] lr: 7.500e-03, eta: 2 days, 8:12:44, time: 1.047, data_time: 0.374, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7661, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.2829 2020-10-01 22:06:59,315 - mmaction - INFO - Epoch [32][900/2825] lr: 7.500e-03, eta: 2 days, 8:12:24, time: 1.056, data_time: 0.040, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7711, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.2228 2020-10-01 22:07:19,802 - mmaction - INFO - Epoch [32][920/2825] lr: 7.500e-03, eta: 2 days, 8:12:02, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7638, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.3778 2020-10-01 22:07:41,033 - mmaction - INFO - Epoch [32][940/2825] lr: 7.500e-03, eta: 2 days, 8:11:42, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7622, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.2337 2020-10-01 22:08:02,586 - mmaction - INFO - Epoch [32][960/2825] lr: 7.500e-03, eta: 2 days, 8:11:23, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7557, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.3412 2020-10-01 22:08:22,325 - mmaction - INFO - Epoch [32][980/2825] lr: 7.500e-03, eta: 2 days, 8:11:00, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7654, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.1854 2020-10-01 22:08:42,350 - mmaction - INFO - Epoch [32][1000/2825] lr: 7.500e-03, eta: 2 days, 8:10:37, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7471, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.2844 2020-10-01 22:09:03,549 - mmaction - INFO - Epoch [32][1020/2825] lr: 7.500e-03, eta: 2 days, 8:10:17, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7654, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.2693 2020-10-01 22:09:25,441 - mmaction - INFO - Epoch [32][1040/2825] lr: 7.500e-03, eta: 2 days, 8:09:58, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7654, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.2429 2020-10-01 22:09:46,347 - mmaction - INFO - Epoch [32][1060/2825] lr: 7.500e-03, eta: 2 days, 8:09:38, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7674, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.2222 2020-10-01 22:10:06,625 - mmaction - INFO - Epoch [32][1080/2825] lr: 7.500e-03, eta: 2 days, 8:09:15, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7563, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.2650 2020-10-01 22:10:27,168 - mmaction - INFO - Epoch [32][1100/2825] lr: 7.500e-03, eta: 2 days, 8:08:54, time: 1.026, data_time: 0.028, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7646, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.3269 2020-10-01 22:10:47,347 - mmaction - INFO - Epoch [32][1120/2825] lr: 7.500e-03, eta: 2 days, 8:08:32, time: 1.010, data_time: 0.024, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7563, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.3047 2020-10-01 22:11:07,278 - mmaction - INFO - Epoch [32][1140/2825] lr: 7.500e-03, eta: 2 days, 8:08:09, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.5128, top5_acc: 0.7534, loss_cls: 2.1517, loss: 2.1517, grad_norm: 5.3922 2020-10-01 22:11:28,586 - mmaction - INFO - Epoch [32][1160/2825] lr: 7.500e-03, eta: 2 days, 8:07:49, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7536, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.2443 2020-10-01 22:11:49,364 - mmaction - INFO - Epoch [32][1180/2825] lr: 7.500e-03, eta: 2 days, 8:07:28, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.5039, top5_acc: 0.7542, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.4810 2020-10-01 22:12:09,116 - mmaction - INFO - Epoch [32][1200/2825] lr: 7.500e-03, eta: 2 days, 8:07:05, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7456, loss_cls: 2.1340, loss: 2.1340, grad_norm: 5.3877 2020-10-01 22:12:30,947 - mmaction - INFO - Epoch [32][1220/2825] lr: 7.500e-03, eta: 2 days, 8:06:46, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7576, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.3174 2020-10-01 22:12:50,478 - mmaction - INFO - Epoch [32][1240/2825] lr: 7.500e-03, eta: 2 days, 8:06:22, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7560, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.3632 2020-10-01 22:13:11,022 - mmaction - INFO - Epoch [32][1260/2825] lr: 7.500e-03, eta: 2 days, 8:06:01, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7711, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.3331 2020-10-01 22:13:31,729 - mmaction - INFO - Epoch [32][1280/2825] lr: 7.500e-03, eta: 2 days, 8:05:39, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5122, top5_acc: 0.7464, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.2732 2020-10-01 22:13:53,669 - mmaction - INFO - Epoch [32][1300/2825] lr: 7.500e-03, eta: 2 days, 8:05:21, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7656, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.3246 2020-10-01 22:14:13,291 - mmaction - INFO - Epoch [32][1320/2825] lr: 7.500e-03, eta: 2 days, 8:04:57, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7576, loss_cls: 2.0980, loss: 2.0980, grad_norm: 5.4078 2020-10-01 22:14:34,249 - mmaction - INFO - Epoch [32][1340/2825] lr: 7.500e-03, eta: 2 days, 8:04:37, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7576, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.3283 2020-10-01 22:14:54,672 - mmaction - INFO - Epoch [32][1360/2825] lr: 7.500e-03, eta: 2 days, 8:04:15, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7552, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.3304 2020-10-01 22:15:15,082 - mmaction - INFO - Epoch [32][1380/2825] lr: 7.500e-03, eta: 2 days, 8:03:53, time: 1.020, data_time: 0.015, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7651, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.2709 2020-10-01 22:15:36,461 - mmaction - INFO - Epoch [32][1400/2825] lr: 7.500e-03, eta: 2 days, 8:03:33, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.3743 2020-10-01 22:15:58,219 - mmaction - INFO - Epoch [32][1420/2825] lr: 7.500e-03, eta: 2 days, 8:03:14, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7542, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.3344 2020-10-01 22:16:18,502 - mmaction - INFO - Epoch [32][1440/2825] lr: 7.500e-03, eta: 2 days, 8:02:52, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7578, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.3232 2020-10-01 22:16:38,922 - mmaction - INFO - Epoch [32][1460/2825] lr: 7.500e-03, eta: 2 days, 8:02:30, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7547, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.2562 2020-10-01 22:16:59,297 - mmaction - INFO - Epoch [32][1480/2825] lr: 7.500e-03, eta: 2 days, 8:02:09, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7674, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.2803 2020-10-01 22:17:20,952 - mmaction - INFO - Epoch [32][1500/2825] lr: 7.500e-03, eta: 2 days, 8:01:49, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7503, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.3698 2020-10-01 22:17:41,908 - mmaction - INFO - Epoch [32][1520/2825] lr: 7.500e-03, eta: 2 days, 8:01:29, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7523, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.3071 2020-10-01 22:18:02,501 - mmaction - INFO - Epoch [32][1540/2825] lr: 7.500e-03, eta: 2 days, 8:01:07, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7654, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.3993 2020-10-01 22:18:23,121 - mmaction - INFO - Epoch [32][1560/2825] lr: 7.500e-03, eta: 2 days, 8:00:46, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7453, loss_cls: 2.1195, loss: 2.1195, grad_norm: 5.3276 2020-10-01 22:18:43,961 - mmaction - INFO - Epoch [32][1580/2825] lr: 7.500e-03, eta: 2 days, 8:00:25, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7635, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.3574 2020-10-01 22:19:04,605 - mmaction - INFO - Epoch [32][1600/2825] lr: 7.500e-03, eta: 2 days, 8:00:04, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7544, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.3563 2020-10-01 22:19:25,408 - mmaction - INFO - Epoch [32][1620/2825] lr: 7.500e-03, eta: 2 days, 7:59:43, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7695, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.3408 2020-10-01 22:19:45,389 - mmaction - INFO - Epoch [32][1640/2825] lr: 7.500e-03, eta: 2 days, 7:59:20, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0887, loss: 2.0887, grad_norm: 5.3979 2020-10-01 22:20:06,681 - mmaction - INFO - Epoch [32][1660/2825] lr: 7.500e-03, eta: 2 days, 7:59:00, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7638, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.3224 2020-10-01 22:20:27,664 - mmaction - INFO - Epoch [32][1680/2825] lr: 7.500e-03, eta: 2 days, 7:58:40, time: 1.050, data_time: 0.037, memory: 8353, top1_acc: 0.5187, top5_acc: 0.7518, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.3091 2020-10-01 22:20:47,962 - mmaction - INFO - Epoch [32][1700/2825] lr: 7.500e-03, eta: 2 days, 7:58:17, time: 1.015, data_time: 0.155, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7690, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.1707 2020-10-01 22:21:08,363 - mmaction - INFO - Epoch [32][1720/2825] lr: 7.500e-03, eta: 2 days, 7:57:56, time: 1.021, data_time: 0.138, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7555, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.3819 2020-10-01 22:21:30,063 - mmaction - INFO - Epoch [32][1740/2825] lr: 7.500e-03, eta: 2 days, 7:57:37, time: 1.084, data_time: 0.355, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7536, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.3447 2020-10-01 22:21:49,379 - mmaction - INFO - Epoch [32][1760/2825] lr: 7.500e-03, eta: 2 days, 7:57:12, time: 0.966, data_time: 0.102, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7513, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.3561 2020-10-01 22:22:10,413 - mmaction - INFO - Epoch [32][1780/2825] lr: 7.500e-03, eta: 2 days, 7:56:52, time: 1.051, data_time: 0.189, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7622, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.3684 2020-10-01 22:22:30,797 - mmaction - INFO - Epoch [32][1800/2825] lr: 7.500e-03, eta: 2 days, 7:56:30, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7721, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.2995 2020-10-01 22:22:51,681 - mmaction - INFO - Epoch [32][1820/2825] lr: 7.500e-03, eta: 2 days, 7:56:09, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7594, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.2396 2020-10-01 22:23:12,260 - mmaction - INFO - Epoch [32][1840/2825] lr: 7.500e-03, eta: 2 days, 7:55:48, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7625, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.3258 2020-10-01 22:23:34,080 - mmaction - INFO - Epoch [32][1860/2825] lr: 7.500e-03, eta: 2 days, 7:55:29, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7529, loss_cls: 2.1492, loss: 2.1492, grad_norm: 5.3465 2020-10-01 22:23:56,473 - mmaction - INFO - Epoch [32][1880/2825] lr: 7.500e-03, eta: 2 days, 7:55:12, time: 1.120, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7609, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.2385 2020-10-01 22:24:16,428 - mmaction - INFO - Epoch [32][1900/2825] lr: 7.500e-03, eta: 2 days, 7:54:49, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7581, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.2774 2020-10-01 22:24:37,844 - mmaction - INFO - Epoch [32][1920/2825] lr: 7.500e-03, eta: 2 days, 7:54:29, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7677, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.3531 2020-10-01 22:24:57,966 - mmaction - INFO - Epoch [32][1940/2825] lr: 7.500e-03, eta: 2 days, 7:54:07, time: 1.008, data_time: 0.003, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7758, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.2573 2020-10-01 22:25:17,698 - mmaction - INFO - Epoch [32][1960/2825] lr: 7.500e-03, eta: 2 days, 7:53:43, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7552, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.2902 2020-10-01 22:25:38,626 - mmaction - INFO - Epoch [32][1980/2825] lr: 7.500e-03, eta: 2 days, 7:53:23, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7516, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.3114 2020-10-01 22:26:00,255 - mmaction - INFO - Epoch [32][2000/2825] lr: 7.500e-03, eta: 2 days, 7:53:03, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7591, loss_cls: 2.1461, loss: 2.1461, grad_norm: 5.3702 2020-10-01 22:26:19,445 - mmaction - INFO - Epoch [32][2020/2825] lr: 7.500e-03, eta: 2 days, 7:52:39, time: 0.961, data_time: 0.003, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7508, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.3044 2020-10-01 22:26:40,764 - mmaction - INFO - Epoch [32][2040/2825] lr: 7.500e-03, eta: 2 days, 7:52:19, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7529, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.3706 2020-10-01 22:27:01,673 - mmaction - INFO - Epoch [32][2060/2825] lr: 7.500e-03, eta: 2 days, 7:51:58, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7638, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.3001 2020-10-01 22:27:21,475 - mmaction - INFO - Epoch [32][2080/2825] lr: 7.500e-03, eta: 2 days, 7:51:35, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7490, loss_cls: 2.1550, loss: 2.1550, grad_norm: 5.4630 2020-10-01 22:27:42,394 - mmaction - INFO - Epoch [32][2100/2825] lr: 7.500e-03, eta: 2 days, 7:51:15, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7490, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.3823 2020-10-01 22:28:04,372 - mmaction - INFO - Epoch [32][2120/2825] lr: 7.500e-03, eta: 2 days, 7:50:56, time: 1.100, data_time: 0.174, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7674, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.2941 2020-10-01 22:28:24,265 - mmaction - INFO - Epoch [32][2140/2825] lr: 7.500e-03, eta: 2 days, 7:50:33, time: 0.995, data_time: 0.197, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7576, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.3021 2020-10-01 22:28:46,275 - mmaction - INFO - Epoch [32][2160/2825] lr: 7.500e-03, eta: 2 days, 7:50:15, time: 1.100, data_time: 0.118, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7461, loss_cls: 2.1254, loss: 2.1254, grad_norm: 5.3042 2020-10-01 22:29:05,023 - mmaction - INFO - Epoch [32][2180/2825] lr: 7.500e-03, eta: 2 days, 7:49:49, time: 0.938, data_time: 0.046, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.3990 2020-10-01 22:29:27,614 - mmaction - INFO - Epoch [32][2200/2825] lr: 7.500e-03, eta: 2 days, 7:49:32, time: 1.129, data_time: 0.031, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7562, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.3875 2020-10-01 22:29:47,336 - mmaction - INFO - Epoch [32][2220/2825] lr: 7.500e-03, eta: 2 days, 7:49:09, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1745, loss: 2.1745, grad_norm: 5.3762 2020-10-01 22:30:08,644 - mmaction - INFO - Epoch [32][2240/2825] lr: 7.500e-03, eta: 2 days, 7:48:49, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.3678 2020-10-01 22:30:29,860 - mmaction - INFO - Epoch [32][2260/2825] lr: 7.500e-03, eta: 2 days, 7:48:29, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7596, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.4894 2020-10-01 22:30:49,599 - mmaction - INFO - Epoch [32][2280/2825] lr: 7.500e-03, eta: 2 days, 7:48:06, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.1651, loss: 2.1651, grad_norm: 5.4840 2020-10-01 22:31:10,658 - mmaction - INFO - Epoch [32][2300/2825] lr: 7.500e-03, eta: 2 days, 7:47:45, time: 1.053, data_time: 0.013, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7599, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.4318 2020-10-01 22:31:30,853 - mmaction - INFO - Epoch [32][2320/2825] lr: 7.500e-03, eta: 2 days, 7:47:23, time: 1.010, data_time: 0.163, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7510, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.2743 2020-10-01 22:31:51,635 - mmaction - INFO - Epoch [32][2340/2825] lr: 7.500e-03, eta: 2 days, 7:47:02, time: 1.039, data_time: 0.184, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.3455 2020-10-01 22:32:12,498 - mmaction - INFO - Epoch [32][2360/2825] lr: 7.500e-03, eta: 2 days, 7:46:41, time: 1.043, data_time: 0.166, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7565, loss_cls: 2.1166, loss: 2.1166, grad_norm: 5.3036 2020-10-01 22:32:33,558 - mmaction - INFO - Epoch [32][2380/2825] lr: 7.500e-03, eta: 2 days, 7:46:21, time: 1.053, data_time: 0.201, memory: 8353, top1_acc: 0.5096, top5_acc: 0.7435, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.3513 2020-10-01 22:32:52,884 - mmaction - INFO - Epoch [32][2400/2825] lr: 7.500e-03, eta: 2 days, 7:45:57, time: 0.966, data_time: 0.070, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7669, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.1785 2020-10-01 22:33:14,814 - mmaction - INFO - Epoch [32][2420/2825] lr: 7.500e-03, eta: 2 days, 7:45:38, time: 1.097, data_time: 0.019, memory: 8353, top1_acc: 0.5130, top5_acc: 0.7615, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.3885 2020-10-01 22:33:34,163 - mmaction - INFO - Epoch [32][2440/2825] lr: 7.500e-03, eta: 2 days, 7:45:14, time: 0.967, data_time: 0.033, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7560, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.3210 2020-10-01 22:33:56,100 - mmaction - INFO - Epoch [32][2460/2825] lr: 7.500e-03, eta: 2 days, 7:44:56, time: 1.097, data_time: 0.061, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7643, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.2942 2020-10-01 22:34:16,983 - mmaction - INFO - Epoch [32][2480/2825] lr: 7.500e-03, eta: 2 days, 7:44:35, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7628, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.2410 2020-10-01 22:34:35,831 - mmaction - INFO - Epoch [32][2500/2825] lr: 7.500e-03, eta: 2 days, 7:44:10, time: 0.942, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7500, loss_cls: 2.1318, loss: 2.1318, grad_norm: 5.3735 2020-10-01 22:34:57,374 - mmaction - INFO - Epoch [32][2520/2825] lr: 7.500e-03, eta: 2 days, 7:43:50, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7451, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.3123 2020-10-01 22:35:16,860 - mmaction - INFO - Epoch [32][2540/2825] lr: 7.500e-03, eta: 2 days, 7:43:26, time: 0.975, data_time: 0.124, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7570, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.3147 2020-10-01 22:35:38,111 - mmaction - INFO - Epoch [32][2560/2825] lr: 7.500e-03, eta: 2 days, 7:43:06, time: 1.062, data_time: 0.090, memory: 8353, top1_acc: 0.5070, top5_acc: 0.7471, loss_cls: 2.1635, loss: 2.1635, grad_norm: 5.4722 2020-10-01 22:35:59,185 - mmaction - INFO - Epoch [32][2580/2825] lr: 7.500e-03, eta: 2 days, 7:42:46, time: 1.054, data_time: 0.079, memory: 8353, top1_acc: 0.5143, top5_acc: 0.7617, loss_cls: 2.1138, loss: 2.1138, grad_norm: 5.3770 2020-10-01 22:36:19,321 - mmaction - INFO - Epoch [32][2600/2825] lr: 7.500e-03, eta: 2 days, 7:42:24, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7578, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.3578 2020-10-01 22:36:39,561 - mmaction - INFO - Epoch [32][2620/2825] lr: 7.500e-03, eta: 2 days, 7:42:02, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7680, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.1980 2020-10-01 22:36:59,889 - mmaction - INFO - Epoch [32][2640/2825] lr: 7.500e-03, eta: 2 days, 7:41:40, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.5477, top5_acc: 0.7760, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.1896 2020-10-01 22:37:21,378 - mmaction - INFO - Epoch [32][2660/2825] lr: 7.500e-03, eta: 2 days, 7:41:20, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7526, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.3576 2020-10-01 22:37:42,104 - mmaction - INFO - Epoch [32][2680/2825] lr: 7.500e-03, eta: 2 days, 7:40:59, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7589, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.3570 2020-10-01 22:38:02,314 - mmaction - INFO - Epoch [32][2700/2825] lr: 7.500e-03, eta: 2 days, 7:40:37, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7604, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.3256 2020-10-01 22:38:23,923 - mmaction - INFO - Epoch [32][2720/2825] lr: 7.500e-03, eta: 2 days, 7:40:17, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.1214, loss: 2.1214, grad_norm: 5.3764 2020-10-01 22:38:43,031 - mmaction - INFO - Epoch [32][2740/2825] lr: 7.500e-03, eta: 2 days, 7:39:53, time: 0.956, data_time: 0.005, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7568, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.3650 2020-10-01 22:39:03,629 - mmaction - INFO - Epoch [32][2760/2825] lr: 7.500e-03, eta: 2 days, 7:39:31, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7557, loss_cls: 2.0981, loss: 2.0981, grad_norm: 5.2868 2020-10-01 22:39:25,115 - mmaction - INFO - Epoch [32][2780/2825] lr: 7.500e-03, eta: 2 days, 7:39:12, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7578, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.2590 2020-10-01 22:39:45,098 - mmaction - INFO - Epoch [32][2800/2825] lr: 7.500e-03, eta: 2 days, 7:38:49, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.5086, top5_acc: 0.7505, loss_cls: 2.1359, loss: 2.1359, grad_norm: 5.3632 2020-10-01 22:40:06,252 - mmaction - INFO - Epoch [32][2820/2825] lr: 7.500e-03, eta: 2 days, 7:38:29, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5125, top5_acc: 0.7529, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.3051 2020-10-01 22:40:12,457 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-10-01 22:40:59,804 - mmaction - INFO - Epoch [33][20/2825] lr: 7.500e-03, eta: 2 days, 7:38:46, time: 2.318, data_time: 1.222, memory: 8353, top1_acc: 0.5120, top5_acc: 0.7583, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.4011 2020-10-01 22:41:21,507 - mmaction - INFO - Epoch [33][40/2825] lr: 7.500e-03, eta: 2 days, 7:38:27, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5430, top5_acc: 0.7721, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.2984 2020-10-01 22:41:40,837 - mmaction - INFO - Epoch [33][60/2825] lr: 7.500e-03, eta: 2 days, 7:38:03, time: 0.966, data_time: 0.001, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7633, loss_cls: 2.0920, loss: 2.0920, grad_norm: 5.2339 2020-10-01 22:42:02,714 - mmaction - INFO - Epoch [33][80/2825] lr: 7.500e-03, eta: 2 days, 7:37:44, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.3067 2020-10-01 22:42:23,003 - mmaction - INFO - Epoch [33][100/2825] lr: 7.500e-03, eta: 2 days, 7:37:22, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.2871 2020-10-01 22:42:43,660 - mmaction - INFO - Epoch [33][120/2825] lr: 7.500e-03, eta: 2 days, 7:37:01, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7654, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.3142 2020-10-01 22:43:03,743 - mmaction - INFO - Epoch [33][140/2825] lr: 7.500e-03, eta: 2 days, 7:36:38, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7659, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.3452 2020-10-01 22:43:25,510 - mmaction - INFO - Epoch [33][160/2825] lr: 7.500e-03, eta: 2 days, 7:36:19, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7526, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.3016 2020-10-01 22:43:45,897 - mmaction - INFO - Epoch [33][180/2825] lr: 7.500e-03, eta: 2 days, 7:35:58, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7565, loss_cls: 2.1208, loss: 2.1208, grad_norm: 5.3237 2020-10-01 22:44:06,651 - mmaction - INFO - Epoch [33][200/2825] lr: 7.500e-03, eta: 2 days, 7:35:36, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7643, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.2921 2020-10-01 22:44:28,950 - mmaction - INFO - Epoch [33][220/2825] lr: 7.500e-03, eta: 2 days, 7:35:19, time: 1.115, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7602, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.3008 2020-10-01 22:44:48,901 - mmaction - INFO - Epoch [33][240/2825] lr: 7.500e-03, eta: 2 days, 7:34:56, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7737, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.2124 2020-10-01 22:45:09,459 - mmaction - INFO - Epoch [33][260/2825] lr: 7.500e-03, eta: 2 days, 7:34:34, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7557, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.3550 2020-10-01 22:45:31,300 - mmaction - INFO - Epoch [33][280/2825] lr: 7.500e-03, eta: 2 days, 7:34:16, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7706, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.2732 2020-10-01 22:45:51,032 - mmaction - INFO - Epoch [33][300/2825] lr: 7.500e-03, eta: 2 days, 7:33:52, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7495, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.3683 2020-10-01 22:46:11,911 - mmaction - INFO - Epoch [33][320/2825] lr: 7.500e-03, eta: 2 days, 7:33:31, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7682, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.2053 2020-10-01 22:46:32,213 - mmaction - INFO - Epoch [33][340/2825] lr: 7.500e-03, eta: 2 days, 7:33:09, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5404, top5_acc: 0.7656, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.3592 2020-10-01 22:46:53,802 - mmaction - INFO - Epoch [33][360/2825] lr: 7.500e-03, eta: 2 days, 7:32:50, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7591, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.2700 2020-10-01 22:47:15,203 - mmaction - INFO - Epoch [33][380/2825] lr: 7.500e-03, eta: 2 days, 7:32:30, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7576, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.3850 2020-10-01 22:47:36,348 - mmaction - INFO - Epoch [33][400/2825] lr: 7.500e-03, eta: 2 days, 7:32:10, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7724, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.2995 2020-10-01 22:47:56,823 - mmaction - INFO - Epoch [33][420/2825] lr: 7.500e-03, eta: 2 days, 7:31:48, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7628, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.3663 2020-10-01 22:48:18,429 - mmaction - INFO - Epoch [33][440/2825] lr: 7.500e-03, eta: 2 days, 7:31:29, time: 1.081, data_time: 0.003, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7669, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.4008 2020-10-01 22:48:38,923 - mmaction - INFO - Epoch [33][460/2825] lr: 7.500e-03, eta: 2 days, 7:31:08, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7591, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.3646 2020-10-01 22:48:59,025 - mmaction - INFO - Epoch [33][480/2825] lr: 7.500e-03, eta: 2 days, 7:30:45, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7628, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.2749 2020-10-01 22:49:19,459 - mmaction - INFO - Epoch [33][500/2825] lr: 7.500e-03, eta: 2 days, 7:30:23, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.3113 2020-10-01 22:49:41,760 - mmaction - INFO - Epoch [33][520/2825] lr: 7.500e-03, eta: 2 days, 7:30:06, time: 1.115, data_time: 0.001, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7648, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.3494 2020-10-01 22:50:02,371 - mmaction - INFO - Epoch [33][540/2825] lr: 7.500e-03, eta: 2 days, 7:29:44, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7628, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.2422 2020-10-01 22:50:22,752 - mmaction - INFO - Epoch [33][560/2825] lr: 7.500e-03, eta: 2 days, 7:29:22, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.2318 2020-10-01 22:50:43,335 - mmaction - INFO - Epoch [33][580/2825] lr: 7.500e-03, eta: 2 days, 7:29:01, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 2.0620, loss: 2.0620, grad_norm: 5.4163 2020-10-01 22:51:03,994 - mmaction - INFO - Epoch [33][600/2825] lr: 7.500e-03, eta: 2 days, 7:28:40, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7583, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.2591 2020-10-01 22:51:24,487 - mmaction - INFO - Epoch [33][620/2825] lr: 7.500e-03, eta: 2 days, 7:28:18, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7677, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.3137 2020-10-01 22:51:46,517 - mmaction - INFO - Epoch [33][640/2825] lr: 7.500e-03, eta: 2 days, 7:28:00, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7568, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.3101 2020-10-01 22:52:07,144 - mmaction - INFO - Epoch [33][660/2825] lr: 7.500e-03, eta: 2 days, 7:27:38, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5430, top5_acc: 0.7706, loss_cls: 2.0184, loss: 2.0184, grad_norm: 5.2142 2020-10-01 22:52:27,018 - mmaction - INFO - Epoch [33][680/2825] lr: 7.500e-03, eta: 2 days, 7:27:15, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7755, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.2552 2020-10-01 22:52:48,450 - mmaction - INFO - Epoch [33][700/2825] lr: 7.500e-03, eta: 2 days, 7:26:56, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5484, top5_acc: 0.7768, loss_cls: 2.0228, loss: 2.0228, grad_norm: 5.2668 2020-10-01 22:53:08,755 - mmaction - INFO - Epoch [33][720/2825] lr: 7.500e-03, eta: 2 days, 7:26:34, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7602, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.2796 2020-10-01 22:53:29,061 - mmaction - INFO - Epoch [33][740/2825] lr: 7.500e-03, eta: 2 days, 7:26:12, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.5437, top5_acc: 0.7768, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.2379 2020-10-01 22:53:50,587 - mmaction - INFO - Epoch [33][760/2825] lr: 7.500e-03, eta: 2 days, 7:25:52, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7602, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.3602 2020-10-01 22:54:10,386 - mmaction - INFO - Epoch [33][780/2825] lr: 7.500e-03, eta: 2 days, 7:25:29, time: 0.990, data_time: 0.019, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7612, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.2429 2020-10-01 22:54:31,154 - mmaction - INFO - Epoch [33][800/2825] lr: 7.500e-03, eta: 2 days, 7:25:08, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7620, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.2732 2020-10-01 22:54:52,137 - mmaction - INFO - Epoch [33][820/2825] lr: 7.500e-03, eta: 2 days, 7:24:47, time: 1.048, data_time: 0.045, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7716, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.3424 2020-10-01 22:55:12,794 - mmaction - INFO - Epoch [33][840/2825] lr: 7.500e-03, eta: 2 days, 7:24:26, time: 1.034, data_time: 0.268, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7552, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.4467 2020-10-01 22:55:35,137 - mmaction - INFO - Epoch [33][860/2825] lr: 7.500e-03, eta: 2 days, 7:24:08, time: 1.117, data_time: 0.040, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7693, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.3109 2020-10-01 22:55:55,895 - mmaction - INFO - Epoch [33][880/2825] lr: 7.500e-03, eta: 2 days, 7:23:47, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7630, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.3217 2020-10-01 22:56:16,056 - mmaction - INFO - Epoch [33][900/2825] lr: 7.500e-03, eta: 2 days, 7:23:25, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7573, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.3257 2020-10-01 22:56:37,272 - mmaction - INFO - Epoch [33][920/2825] lr: 7.500e-03, eta: 2 days, 7:23:05, time: 1.062, data_time: 0.003, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7604, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.3492 2020-10-01 22:56:57,374 - mmaction - INFO - Epoch [33][940/2825] lr: 7.500e-03, eta: 2 days, 7:22:42, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7604, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.3735 2020-10-01 22:57:17,961 - mmaction - INFO - Epoch [33][960/2825] lr: 7.500e-03, eta: 2 days, 7:22:21, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.3577 2020-10-01 22:57:38,391 - mmaction - INFO - Epoch [33][980/2825] lr: 7.500e-03, eta: 2 days, 7:21:59, time: 1.022, data_time: 0.011, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7635, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.3730 2020-10-01 22:57:58,427 - mmaction - INFO - Epoch [33][1000/2825] lr: 7.500e-03, eta: 2 days, 7:21:37, time: 1.001, data_time: 0.022, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7635, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.1365 2020-10-01 22:58:19,493 - mmaction - INFO - Epoch [33][1020/2825] lr: 7.500e-03, eta: 2 days, 7:21:16, time: 1.053, data_time: 0.050, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7685, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.2847 2020-10-01 22:58:40,366 - mmaction - INFO - Epoch [33][1040/2825] lr: 7.500e-03, eta: 2 days, 7:20:55, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.2647 2020-10-01 22:59:01,587 - mmaction - INFO - Epoch [33][1060/2825] lr: 7.500e-03, eta: 2 days, 7:20:35, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7685, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.1900 2020-10-01 22:59:20,882 - mmaction - INFO - Epoch [33][1080/2825] lr: 7.500e-03, eta: 2 days, 7:20:11, time: 0.965, data_time: 0.001, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7622, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.2888 2020-10-01 22:59:41,999 - mmaction - INFO - Epoch [33][1100/2825] lr: 7.500e-03, eta: 2 days, 7:19:51, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7521, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.3136 2020-10-01 23:00:03,346 - mmaction - INFO - Epoch [33][1120/2825] lr: 7.500e-03, eta: 2 days, 7:19:30, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.3749 2020-10-01 23:00:24,647 - mmaction - INFO - Epoch [33][1140/2825] lr: 7.500e-03, eta: 2 days, 7:19:11, time: 1.079, data_time: 0.019, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7526, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.4522 2020-10-01 23:00:45,343 - mmaction - INFO - Epoch [33][1160/2825] lr: 7.500e-03, eta: 2 days, 7:18:50, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7539, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.3815 2020-10-01 23:01:05,948 - mmaction - INFO - Epoch [33][1180/2825] lr: 7.500e-03, eta: 2 days, 7:18:29, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7677, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.2359 2020-10-01 23:01:27,879 - mmaction - INFO - Epoch [33][1200/2825] lr: 7.500e-03, eta: 2 days, 7:18:10, time: 1.096, data_time: 0.001, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7656, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.3291 2020-10-01 23:01:48,364 - mmaction - INFO - Epoch [33][1220/2825] lr: 7.500e-03, eta: 2 days, 7:17:48, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7508, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.5645 2020-10-01 23:02:08,436 - mmaction - INFO - Epoch [33][1240/2825] lr: 7.500e-03, eta: 2 days, 7:17:26, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7544, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.3849 2020-10-01 23:02:28,601 - mmaction - INFO - Epoch [33][1260/2825] lr: 7.500e-03, eta: 2 days, 7:17:03, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7526, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.3860 2020-10-01 23:02:50,072 - mmaction - INFO - Epoch [33][1280/2825] lr: 7.500e-03, eta: 2 days, 7:16:44, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7596, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.3881 2020-10-01 23:03:12,145 - mmaction - INFO - Epoch [33][1300/2825] lr: 7.500e-03, eta: 2 days, 7:16:26, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7633, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.3846 2020-10-01 23:03:32,650 - mmaction - INFO - Epoch [33][1320/2825] lr: 7.500e-03, eta: 2 days, 7:16:04, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7534, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.3658 2020-10-01 23:03:53,042 - mmaction - INFO - Epoch [33][1340/2825] lr: 7.500e-03, eta: 2 days, 7:15:42, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7557, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.3686 2020-10-01 23:04:13,166 - mmaction - INFO - Epoch [33][1360/2825] lr: 7.500e-03, eta: 2 days, 7:15:20, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7581, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.3739 2020-10-01 23:04:34,602 - mmaction - INFO - Epoch [33][1380/2825] lr: 7.500e-03, eta: 2 days, 7:15:00, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7484, loss_cls: 2.1506, loss: 2.1506, grad_norm: 5.4301 2020-10-01 23:04:55,402 - mmaction - INFO - Epoch [33][1400/2825] lr: 7.500e-03, eta: 2 days, 7:14:39, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.4164 2020-10-01 23:05:16,194 - mmaction - INFO - Epoch [33][1420/2825] lr: 7.500e-03, eta: 2 days, 7:14:18, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7633, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.2873 2020-10-01 23:05:37,907 - mmaction - INFO - Epoch [33][1440/2825] lr: 7.500e-03, eta: 2 days, 7:13:59, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7534, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.4505 2020-10-01 23:05:59,770 - mmaction - INFO - Epoch [33][1460/2825] lr: 7.500e-03, eta: 2 days, 7:13:40, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7599, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.3766 2020-10-01 23:06:20,608 - mmaction - INFO - Epoch [33][1480/2825] lr: 7.500e-03, eta: 2 days, 7:13:19, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.2611 2020-10-01 23:06:39,979 - mmaction - INFO - Epoch [33][1500/2825] lr: 7.500e-03, eta: 2 days, 7:12:55, time: 0.969, data_time: 0.001, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7609, loss_cls: 2.1173, loss: 2.1173, grad_norm: 5.4099 2020-10-01 23:07:01,386 - mmaction - INFO - Epoch [33][1520/2825] lr: 7.500e-03, eta: 2 days, 7:12:36, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.2757 2020-10-01 23:07:22,785 - mmaction - INFO - Epoch [33][1540/2825] lr: 7.500e-03, eta: 2 days, 7:12:16, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7557, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.3632 2020-10-01 23:07:44,003 - mmaction - INFO - Epoch [33][1560/2825] lr: 7.500e-03, eta: 2 days, 7:11:56, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7573, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.3541 2020-10-01 23:08:04,694 - mmaction - INFO - Epoch [33][1580/2825] lr: 7.500e-03, eta: 2 days, 7:11:35, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7721, loss_cls: 2.0258, loss: 2.0258, grad_norm: 5.2959 2020-10-01 23:08:24,605 - mmaction - INFO - Epoch [33][1600/2825] lr: 7.500e-03, eta: 2 days, 7:11:12, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7615, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.2841 2020-10-01 23:08:45,657 - mmaction - INFO - Epoch [33][1620/2825] lr: 7.500e-03, eta: 2 days, 7:10:51, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7711, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.2304 2020-10-01 23:09:06,693 - mmaction - INFO - Epoch [33][1640/2825] lr: 7.500e-03, eta: 2 days, 7:10:31, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7674, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.3171 2020-10-01 23:09:27,238 - mmaction - INFO - Epoch [33][1660/2825] lr: 7.500e-03, eta: 2 days, 7:10:09, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5398, top5_acc: 0.7656, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.3498 2020-10-01 23:09:48,232 - mmaction - INFO - Epoch [33][1680/2825] lr: 7.500e-03, eta: 2 days, 7:09:49, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7604, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.3826 2020-10-01 23:10:08,695 - mmaction - INFO - Epoch [33][1700/2825] lr: 7.500e-03, eta: 2 days, 7:09:27, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7549, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.2571 2020-10-01 23:10:29,589 - mmaction - INFO - Epoch [33][1720/2825] lr: 7.500e-03, eta: 2 days, 7:09:06, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7612, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.2699 2020-10-01 23:10:50,399 - mmaction - INFO - Epoch [33][1740/2825] lr: 7.500e-03, eta: 2 days, 7:08:45, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7622, loss_cls: 2.0680, loss: 2.0680, grad_norm: 5.3413 2020-10-01 23:11:10,868 - mmaction - INFO - Epoch [33][1760/2825] lr: 7.500e-03, eta: 2 days, 7:08:24, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7542, loss_cls: 2.1010, loss: 2.1010, grad_norm: 5.3805 2020-10-01 23:11:31,884 - mmaction - INFO - Epoch [33][1780/2825] lr: 7.500e-03, eta: 2 days, 7:08:03, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7586, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.3310 2020-10-01 23:11:52,585 - mmaction - INFO - Epoch [33][1800/2825] lr: 7.500e-03, eta: 2 days, 7:07:42, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7555, loss_cls: 2.1167, loss: 2.1167, grad_norm: 5.2737 2020-10-01 23:12:12,655 - mmaction - INFO - Epoch [33][1820/2825] lr: 7.500e-03, eta: 2 days, 7:07:20, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7510, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.3613 2020-10-01 23:12:33,150 - mmaction - INFO - Epoch [33][1840/2825] lr: 7.500e-03, eta: 2 days, 7:06:58, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7737, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.1895 2020-10-01 23:12:53,849 - mmaction - INFO - Epoch [33][1860/2825] lr: 7.500e-03, eta: 2 days, 7:06:37, time: 1.035, data_time: 0.167, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7583, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.4083 2020-10-01 23:13:15,142 - mmaction - INFO - Epoch [33][1880/2825] lr: 7.500e-03, eta: 2 days, 7:06:17, time: 1.064, data_time: 0.202, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7534, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.3934 2020-10-01 23:13:36,037 - mmaction - INFO - Epoch [33][1900/2825] lr: 7.500e-03, eta: 2 days, 7:05:56, time: 1.045, data_time: 0.173, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7615, loss_cls: 2.0895, loss: 2.0895, grad_norm: 5.3114 2020-10-01 23:13:57,249 - mmaction - INFO - Epoch [33][1920/2825] lr: 7.500e-03, eta: 2 days, 7:05:36, time: 1.062, data_time: 0.003, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7615, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.3187 2020-10-01 23:14:17,947 - mmaction - INFO - Epoch [33][1940/2825] lr: 7.500e-03, eta: 2 days, 7:05:15, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7615, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.2628 2020-10-01 23:14:38,528 - mmaction - INFO - Epoch [33][1960/2825] lr: 7.500e-03, eta: 2 days, 7:04:53, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7630, loss_cls: 2.0490, loss: 2.0490, grad_norm: 5.3268 2020-10-01 23:14:59,991 - mmaction - INFO - Epoch [33][1980/2825] lr: 7.500e-03, eta: 2 days, 7:04:34, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7479, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.2319 2020-10-01 23:15:20,027 - mmaction - INFO - Epoch [33][2000/2825] lr: 7.500e-03, eta: 2 days, 7:04:11, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7458, loss_cls: 2.1571, loss: 2.1571, grad_norm: 5.3867 2020-10-01 23:15:40,209 - mmaction - INFO - Epoch [33][2020/2825] lr: 7.500e-03, eta: 2 days, 7:03:49, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7583, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.2532 2020-10-01 23:16:02,711 - mmaction - INFO - Epoch [33][2040/2825] lr: 7.500e-03, eta: 2 days, 7:03:31, time: 1.124, data_time: 0.001, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7724, loss_cls: 2.0298, loss: 2.0298, grad_norm: 5.2803 2020-10-01 23:16:22,599 - mmaction - INFO - Epoch [33][2060/2825] lr: 7.500e-03, eta: 2 days, 7:03:09, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7646, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.2744 2020-10-01 23:16:42,730 - mmaction - INFO - Epoch [33][2080/2825] lr: 7.500e-03, eta: 2 days, 7:02:46, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.2998 2020-10-01 23:17:04,459 - mmaction - INFO - Epoch [33][2100/2825] lr: 7.500e-03, eta: 2 days, 7:02:27, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7518, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.3198 2020-10-01 23:17:23,738 - mmaction - INFO - Epoch [33][2120/2825] lr: 7.500e-03, eta: 2 days, 7:02:03, time: 0.963, data_time: 0.001, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7513, loss_cls: 2.1101, loss: 2.1101, grad_norm: 5.3398 2020-10-01 23:17:45,430 - mmaction - INFO - Epoch [33][2140/2825] lr: 7.500e-03, eta: 2 days, 7:01:44, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7609, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.3378 2020-10-01 23:18:06,279 - mmaction - INFO - Epoch [33][2160/2825] lr: 7.500e-03, eta: 2 days, 7:01:23, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7508, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.4730 2020-10-01 23:18:26,082 - mmaction - INFO - Epoch [33][2180/2825] lr: 7.500e-03, eta: 2 days, 7:01:00, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7659, loss_cls: 2.0519, loss: 2.0519, grad_norm: 5.2717 2020-10-01 23:18:47,158 - mmaction - INFO - Epoch [33][2200/2825] lr: 7.500e-03, eta: 2 days, 7:00:40, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.4422 2020-10-01 23:19:08,951 - mmaction - INFO - Epoch [33][2220/2825] lr: 7.500e-03, eta: 2 days, 7:00:21, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7526, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.3806 2020-10-01 23:19:29,118 - mmaction - INFO - Epoch [33][2240/2825] lr: 7.500e-03, eta: 2 days, 6:59:58, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7586, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.4003 2020-10-01 23:19:48,652 - mmaction - INFO - Epoch [33][2260/2825] lr: 7.500e-03, eta: 2 days, 6:59:35, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7635, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.2895 2020-10-01 23:20:09,820 - mmaction - INFO - Epoch [33][2280/2825] lr: 7.500e-03, eta: 2 days, 6:59:15, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7695, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.3264 2020-10-01 23:20:30,745 - mmaction - INFO - Epoch [33][2300/2825] lr: 7.500e-03, eta: 2 days, 6:58:54, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7599, loss_cls: 2.0910, loss: 2.0910, grad_norm: 5.4146 2020-10-01 23:20:52,196 - mmaction - INFO - Epoch [33][2320/2825] lr: 7.500e-03, eta: 2 days, 6:58:34, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7586, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.2554 2020-10-01 23:21:11,882 - mmaction - INFO - Epoch [33][2340/2825] lr: 7.500e-03, eta: 2 days, 6:58:11, time: 0.985, data_time: 0.003, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7620, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.3153 2020-10-01 23:21:32,165 - mmaction - INFO - Epoch [33][2360/2825] lr: 7.500e-03, eta: 2 days, 6:57:49, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7740, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.3777 2020-10-01 23:21:52,968 - mmaction - INFO - Epoch [33][2380/2825] lr: 7.500e-03, eta: 2 days, 6:57:28, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1426, loss: 2.1426, grad_norm: 5.4662 2020-10-01 23:22:14,190 - mmaction - INFO - Epoch [33][2400/2825] lr: 7.500e-03, eta: 2 days, 6:57:08, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.3572 2020-10-01 23:22:35,042 - mmaction - INFO - Epoch [33][2420/2825] lr: 7.500e-03, eta: 2 days, 6:56:47, time: 1.042, data_time: 0.010, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7617, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.3981 2020-10-01 23:22:55,284 - mmaction - INFO - Epoch [33][2440/2825] lr: 7.500e-03, eta: 2 days, 6:56:25, time: 1.013, data_time: 0.006, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7510, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.2521 2020-10-01 23:23:17,080 - mmaction - INFO - Epoch [33][2460/2825] lr: 7.500e-03, eta: 2 days, 6:56:06, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7771, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.3693 2020-10-01 23:23:37,475 - mmaction - INFO - Epoch [33][2480/2825] lr: 7.500e-03, eta: 2 days, 6:55:44, time: 1.021, data_time: 0.011, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7628, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.5363 2020-10-01 23:23:57,219 - mmaction - INFO - Epoch [33][2500/2825] lr: 7.500e-03, eta: 2 days, 6:55:21, time: 0.986, data_time: 0.069, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7586, loss_cls: 2.1232, loss: 2.1232, grad_norm: 5.4308 2020-10-01 23:24:18,008 - mmaction - INFO - Epoch [33][2520/2825] lr: 7.500e-03, eta: 2 days, 6:55:00, time: 1.040, data_time: 0.263, memory: 8353, top1_acc: 0.5148, top5_acc: 0.7495, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.4022 2020-10-01 23:24:38,616 - mmaction - INFO - Epoch [33][2540/2825] lr: 7.500e-03, eta: 2 days, 6:54:39, time: 1.030, data_time: 0.029, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7638, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.4333 2020-10-01 23:24:59,355 - mmaction - INFO - Epoch [33][2560/2825] lr: 7.500e-03, eta: 2 days, 6:54:18, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7497, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.2708 2020-10-01 23:25:20,618 - mmaction - INFO - Epoch [33][2580/2825] lr: 7.500e-03, eta: 2 days, 6:53:58, time: 1.063, data_time: 0.075, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7518, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.3994 2020-10-01 23:25:40,015 - mmaction - INFO - Epoch [33][2600/2825] lr: 7.500e-03, eta: 2 days, 6:53:34, time: 0.969, data_time: 0.011, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7591, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.3010 2020-10-01 23:26:01,500 - mmaction - INFO - Epoch [33][2620/2825] lr: 7.500e-03, eta: 2 days, 6:53:14, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7544, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.4204 2020-10-01 23:26:21,729 - mmaction - INFO - Epoch [33][2640/2825] lr: 7.500e-03, eta: 2 days, 6:52:52, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7549, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.3381 2020-10-01 23:26:42,414 - mmaction - INFO - Epoch [33][2660/2825] lr: 7.500e-03, eta: 2 days, 6:52:31, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.4148 2020-10-01 23:27:03,443 - mmaction - INFO - Epoch [33][2680/2825] lr: 7.500e-03, eta: 2 days, 6:52:10, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7594, loss_cls: 2.1419, loss: 2.1419, grad_norm: 5.3239 2020-10-01 23:27:24,904 - mmaction - INFO - Epoch [33][2700/2825] lr: 7.500e-03, eta: 2 days, 6:51:51, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7542, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.3492 2020-10-01 23:27:44,352 - mmaction - INFO - Epoch [33][2720/2825] lr: 7.500e-03, eta: 2 days, 6:51:27, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7596, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.3005 2020-10-01 23:28:05,697 - mmaction - INFO - Epoch [33][2740/2825] lr: 7.500e-03, eta: 2 days, 6:51:07, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7552, loss_cls: 2.0902, loss: 2.0902, grad_norm: 5.2749 2020-10-01 23:28:25,825 - mmaction - INFO - Epoch [33][2760/2825] lr: 7.500e-03, eta: 2 days, 6:50:45, time: 1.006, data_time: 0.018, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7500, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.3919 2020-10-01 23:28:46,108 - mmaction - INFO - Epoch [33][2780/2825] lr: 7.500e-03, eta: 2 days, 6:50:23, time: 1.016, data_time: 0.004, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7542, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.3701 2020-10-01 23:29:07,217 - mmaction - INFO - Epoch [33][2800/2825] lr: 7.500e-03, eta: 2 days, 6:50:02, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5091, top5_acc: 0.7508, loss_cls: 2.1593, loss: 2.1593, grad_norm: 5.4805 2020-10-01 23:29:27,740 - mmaction - INFO - Epoch [33][2820/2825] lr: 7.500e-03, eta: 2 days, 6:49:41, time: 1.026, data_time: 0.025, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7484, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.3733 2020-10-01 23:29:33,853 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-10-01 23:30:25,191 - mmaction - INFO - Epoch [34][20/2825] lr: 7.500e-03, eta: 2 days, 6:50:04, time: 2.511, data_time: 1.717, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7604, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.2992 2020-10-01 23:30:47,090 - mmaction - INFO - Epoch [34][40/2825] lr: 7.500e-03, eta: 2 days, 6:49:45, time: 1.095, data_time: 0.013, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7500, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.2835 2020-10-01 23:31:07,737 - mmaction - INFO - Epoch [34][60/2825] lr: 7.500e-03, eta: 2 days, 6:49:24, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7589, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.3088 2020-10-01 23:31:27,623 - mmaction - INFO - Epoch [34][80/2825] lr: 7.500e-03, eta: 2 days, 6:49:01, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7552, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.3628 2020-10-01 23:31:47,671 - mmaction - INFO - Epoch [34][100/2825] lr: 7.500e-03, eta: 2 days, 6:48:38, time: 1.003, data_time: 0.118, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7667, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.1698 2020-10-01 23:32:07,985 - mmaction - INFO - Epoch [34][120/2825] lr: 7.500e-03, eta: 2 days, 6:48:16, time: 1.016, data_time: 0.085, memory: 8353, top1_acc: 0.5451, top5_acc: 0.7786, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.3222 2020-10-01 23:32:29,197 - mmaction - INFO - Epoch [34][140/2825] lr: 7.500e-03, eta: 2 days, 6:47:56, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7625, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.3876 2020-10-01 23:32:50,642 - mmaction - INFO - Epoch [34][160/2825] lr: 7.500e-03, eta: 2 days, 6:47:37, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7682, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.3019 2020-10-01 23:33:11,171 - mmaction - INFO - Epoch [34][180/2825] lr: 7.500e-03, eta: 2 days, 6:47:15, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7615, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.3132 2020-10-01 23:33:31,255 - mmaction - INFO - Epoch [34][200/2825] lr: 7.500e-03, eta: 2 days, 6:46:53, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7643, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.3930 2020-10-01 23:33:52,757 - mmaction - INFO - Epoch [34][220/2825] lr: 7.500e-03, eta: 2 days, 6:46:33, time: 1.076, data_time: 0.064, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7747, loss_cls: 2.0433, loss: 2.0433, grad_norm: 5.4155 2020-10-01 23:34:12,883 - mmaction - INFO - Epoch [34][240/2825] lr: 7.500e-03, eta: 2 days, 6:46:11, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7674, loss_cls: 1.9979, loss: 1.9979, grad_norm: 5.2221 2020-10-01 23:34:33,372 - mmaction - INFO - Epoch [34][260/2825] lr: 7.500e-03, eta: 2 days, 6:45:49, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5451, top5_acc: 0.7758, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.2374 2020-10-01 23:34:54,167 - mmaction - INFO - Epoch [34][280/2825] lr: 7.500e-03, eta: 2 days, 6:45:28, time: 1.041, data_time: 0.060, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7612, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.4044 2020-10-01 23:35:14,116 - mmaction - INFO - Epoch [34][300/2825] lr: 7.500e-03, eta: 2 days, 6:45:05, time: 0.998, data_time: 0.136, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7680, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.2428 2020-10-01 23:35:34,779 - mmaction - INFO - Epoch [34][320/2825] lr: 7.500e-03, eta: 2 days, 6:44:44, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5521, top5_acc: 0.7724, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.0744 2020-10-01 23:35:56,776 - mmaction - INFO - Epoch [34][340/2825] lr: 7.500e-03, eta: 2 days, 6:44:26, time: 1.100, data_time: 0.003, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7526, loss_cls: 2.1199, loss: 2.1199, grad_norm: 5.4113 2020-10-01 23:36:16,605 - mmaction - INFO - Epoch [34][360/2825] lr: 7.500e-03, eta: 2 days, 6:44:03, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.3378 2020-10-01 23:36:37,926 - mmaction - INFO - Epoch [34][380/2825] lr: 7.500e-03, eta: 2 days, 6:43:43, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7547, loss_cls: 2.0843, loss: 2.0843, grad_norm: 5.3681 2020-10-01 23:36:58,196 - mmaction - INFO - Epoch [34][400/2825] lr: 7.500e-03, eta: 2 days, 6:43:21, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7607, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.3377 2020-10-01 23:37:18,562 - mmaction - INFO - Epoch [34][420/2825] lr: 7.500e-03, eta: 2 days, 6:42:59, time: 1.018, data_time: 0.194, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7523, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.2952 2020-10-01 23:37:39,387 - mmaction - INFO - Epoch [34][440/2825] lr: 7.500e-03, eta: 2 days, 6:42:38, time: 1.041, data_time: 0.203, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7635, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.3696 2020-10-01 23:37:59,723 - mmaction - INFO - Epoch [34][460/2825] lr: 7.500e-03, eta: 2 days, 6:42:16, time: 1.018, data_time: 0.077, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7536, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.3748 2020-10-01 23:38:20,301 - mmaction - INFO - Epoch [34][480/2825] lr: 7.500e-03, eta: 2 days, 6:41:54, time: 1.029, data_time: 0.148, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7607, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.4451 2020-10-01 23:38:41,229 - mmaction - INFO - Epoch [34][500/2825] lr: 7.500e-03, eta: 2 days, 6:41:34, time: 1.046, data_time: 0.049, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7635, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.3466 2020-10-01 23:39:00,998 - mmaction - INFO - Epoch [34][520/2825] lr: 7.500e-03, eta: 2 days, 6:41:11, time: 0.990, data_time: 0.039, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7576, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.3553 2020-10-01 23:39:22,257 - mmaction - INFO - Epoch [34][540/2825] lr: 7.500e-03, eta: 2 days, 6:40:51, time: 1.062, data_time: 0.192, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7560, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.2610 2020-10-01 23:39:42,743 - mmaction - INFO - Epoch [34][560/2825] lr: 7.500e-03, eta: 2 days, 6:40:29, time: 1.024, data_time: 0.063, memory: 8353, top1_acc: 0.5427, top5_acc: 0.7560, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.1761 2020-10-01 23:40:03,743 - mmaction - INFO - Epoch [34][580/2825] lr: 7.500e-03, eta: 2 days, 6:40:08, time: 1.050, data_time: 0.019, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7654, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.2788 2020-10-01 23:40:24,398 - mmaction - INFO - Epoch [34][600/2825] lr: 7.500e-03, eta: 2 days, 6:39:47, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7607, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.4431 2020-10-01 23:40:45,695 - mmaction - INFO - Epoch [34][620/2825] lr: 7.500e-03, eta: 2 days, 6:39:27, time: 1.065, data_time: 0.043, memory: 8353, top1_acc: 0.5422, top5_acc: 0.7745, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.3385 2020-10-01 23:41:05,741 - mmaction - INFO - Epoch [34][640/2825] lr: 7.500e-03, eta: 2 days, 6:39:05, time: 1.002, data_time: 0.033, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7609, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.2385 2020-10-01 23:41:26,910 - mmaction - INFO - Epoch [34][660/2825] lr: 7.500e-03, eta: 2 days, 6:38:44, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7622, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.3665 2020-10-01 23:41:47,796 - mmaction - INFO - Epoch [34][680/2825] lr: 7.500e-03, eta: 2 days, 6:38:24, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.5313, top5_acc: 0.7586, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.2933 2020-10-01 23:42:07,759 - mmaction - INFO - Epoch [34][700/2825] lr: 7.500e-03, eta: 2 days, 6:38:01, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.5471, top5_acc: 0.7771, loss_cls: 1.9880, loss: 1.9880, grad_norm: 5.1620 2020-10-01 23:42:29,690 - mmaction - INFO - Epoch [34][720/2825] lr: 7.500e-03, eta: 2 days, 6:37:42, time: 1.097, data_time: 0.003, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.3287 2020-10-01 23:42:51,091 - mmaction - INFO - Epoch [34][740/2825] lr: 7.500e-03, eta: 2 days, 6:37:22, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.5492, top5_acc: 0.7747, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.1641 2020-10-01 23:43:11,067 - mmaction - INFO - Epoch [34][760/2825] lr: 7.500e-03, eta: 2 days, 6:37:00, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 2.0355, loss: 2.0355, grad_norm: 5.3367 2020-10-01 23:43:32,657 - mmaction - INFO - Epoch [34][780/2825] lr: 7.500e-03, eta: 2 days, 6:36:40, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7555, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.3830 2020-10-01 23:43:52,681 - mmaction - INFO - Epoch [34][800/2825] lr: 7.500e-03, eta: 2 days, 6:36:18, time: 1.002, data_time: 0.003, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7552, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.3246 2020-10-01 23:44:12,771 - mmaction - INFO - Epoch [34][820/2825] lr: 7.500e-03, eta: 2 days, 6:35:56, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7661, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.2829 2020-10-01 23:44:34,360 - mmaction - INFO - Epoch [34][840/2825] lr: 7.500e-03, eta: 2 days, 6:35:36, time: 1.080, data_time: 0.031, memory: 8353, top1_acc: 0.5081, top5_acc: 0.7492, loss_cls: 2.1662, loss: 2.1662, grad_norm: 5.4420 2020-10-01 23:44:53,770 - mmaction - INFO - Epoch [34][860/2825] lr: 7.500e-03, eta: 2 days, 6:35:12, time: 0.970, data_time: 0.034, memory: 8353, top1_acc: 0.5453, top5_acc: 0.7862, loss_cls: 1.9625, loss: 1.9625, grad_norm: 5.0894 2020-10-01 23:45:15,657 - mmaction - INFO - Epoch [34][880/2825] lr: 7.500e-03, eta: 2 days, 6:34:54, time: 1.095, data_time: 0.199, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7531, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.3861 2020-10-01 23:45:36,117 - mmaction - INFO - Epoch [34][900/2825] lr: 7.500e-03, eta: 2 days, 6:34:32, time: 1.024, data_time: 0.202, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7599, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.2614 2020-10-01 23:45:57,779 - mmaction - INFO - Epoch [34][920/2825] lr: 7.500e-03, eta: 2 days, 6:34:13, time: 1.083, data_time: 0.148, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7615, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.3342 2020-10-01 23:46:17,762 - mmaction - INFO - Epoch [34][940/2825] lr: 7.500e-03, eta: 2 days, 6:33:50, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7620, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.2715 2020-10-01 23:46:38,688 - mmaction - INFO - Epoch [34][960/2825] lr: 7.500e-03, eta: 2 days, 6:33:29, time: 1.046, data_time: 0.048, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7596, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.3480 2020-10-01 23:46:59,738 - mmaction - INFO - Epoch [34][980/2825] lr: 7.500e-03, eta: 2 days, 6:33:09, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7521, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.3710 2020-10-01 23:47:18,795 - mmaction - INFO - Epoch [34][1000/2825] lr: 7.500e-03, eta: 2 days, 6:32:44, time: 0.952, data_time: 0.001, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7672, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.2936 2020-10-01 23:47:39,868 - mmaction - INFO - Epoch [34][1020/2825] lr: 7.500e-03, eta: 2 days, 6:32:24, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.5138, top5_acc: 0.7573, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.3404 2020-10-01 23:48:01,219 - mmaction - INFO - Epoch [34][1040/2825] lr: 7.500e-03, eta: 2 days, 6:32:04, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7539, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.2780 2020-10-01 23:48:21,165 - mmaction - INFO - Epoch [34][1060/2825] lr: 7.500e-03, eta: 2 days, 6:31:41, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7518, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.3138 2020-10-01 23:48:42,775 - mmaction - INFO - Epoch [34][1080/2825] lr: 7.500e-03, eta: 2 days, 6:31:22, time: 1.081, data_time: 0.003, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7664, loss_cls: 2.0637, loss: 2.0637, grad_norm: 5.2529 2020-10-01 23:49:03,571 - mmaction - INFO - Epoch [34][1100/2825] lr: 7.500e-03, eta: 2 days, 6:31:01, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7646, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.3396 2020-10-01 23:49:24,545 - mmaction - INFO - Epoch [34][1120/2825] lr: 7.500e-03, eta: 2 days, 6:30:40, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1367, loss: 2.1367, grad_norm: 5.4265 2020-10-01 23:49:45,768 - mmaction - INFO - Epoch [34][1140/2825] lr: 7.500e-03, eta: 2 days, 6:30:20, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.2165 2020-10-01 23:50:06,670 - mmaction - INFO - Epoch [34][1160/2825] lr: 7.500e-03, eta: 2 days, 6:29:59, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7656, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.3761 2020-10-01 23:50:26,966 - mmaction - INFO - Epoch [34][1180/2825] lr: 7.500e-03, eta: 2 days, 6:29:38, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5453, top5_acc: 0.7578, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.2596 2020-10-01 23:50:47,564 - mmaction - INFO - Epoch [34][1200/2825] lr: 7.500e-03, eta: 2 days, 6:29:16, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7552, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.3676 2020-10-01 23:51:08,265 - mmaction - INFO - Epoch [34][1220/2825] lr: 7.500e-03, eta: 2 days, 6:28:55, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7594, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.4069 2020-10-01 23:51:29,605 - mmaction - INFO - Epoch [34][1240/2825] lr: 7.500e-03, eta: 2 days, 6:28:35, time: 1.067, data_time: 0.111, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.1151, loss: 2.1151, grad_norm: 5.2772 2020-10-01 23:51:49,402 - mmaction - INFO - Epoch [34][1260/2825] lr: 7.500e-03, eta: 2 days, 6:28:12, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7578, loss_cls: 2.0810, loss: 2.0810, grad_norm: 5.2468 2020-10-01 23:52:10,280 - mmaction - INFO - Epoch [34][1280/2825] lr: 7.500e-03, eta: 2 days, 6:27:51, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7635, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.2662 2020-10-01 23:52:31,353 - mmaction - INFO - Epoch [34][1300/2825] lr: 7.500e-03, eta: 2 days, 6:27:31, time: 1.054, data_time: 0.006, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7586, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.3039 2020-10-01 23:52:52,574 - mmaction - INFO - Epoch [34][1320/2825] lr: 7.500e-03, eta: 2 days, 6:27:11, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7721, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.2449 2020-10-01 23:53:12,837 - mmaction - INFO - Epoch [34][1340/2825] lr: 7.500e-03, eta: 2 days, 6:26:49, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7516, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.2947 2020-10-01 23:53:33,407 - mmaction - INFO - Epoch [34][1360/2825] lr: 7.500e-03, eta: 2 days, 6:26:27, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7701, loss_cls: 2.0527, loss: 2.0527, grad_norm: 5.3109 2020-10-01 23:53:54,791 - mmaction - INFO - Epoch [34][1380/2825] lr: 7.500e-03, eta: 2 days, 6:26:07, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5440, top5_acc: 0.7758, loss_cls: 1.9933, loss: 1.9933, grad_norm: 5.2223 2020-10-01 23:54:14,864 - mmaction - INFO - Epoch [34][1400/2825] lr: 7.500e-03, eta: 2 days, 6:25:45, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7648, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.3388 2020-10-01 23:54:35,312 - mmaction - INFO - Epoch [34][1420/2825] lr: 7.500e-03, eta: 2 days, 6:25:23, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7557, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.3245 2020-10-01 23:54:56,795 - mmaction - INFO - Epoch [34][1440/2825] lr: 7.500e-03, eta: 2 days, 6:25:04, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7547, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.3352 2020-10-01 23:55:17,389 - mmaction - INFO - Epoch [34][1460/2825] lr: 7.500e-03, eta: 2 days, 6:24:42, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7555, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.3632 2020-10-01 23:55:38,107 - mmaction - INFO - Epoch [34][1480/2825] lr: 7.500e-03, eta: 2 days, 6:24:21, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7594, loss_cls: 2.1221, loss: 2.1221, grad_norm: 5.3756 2020-10-01 23:56:00,227 - mmaction - INFO - Epoch [34][1500/2825] lr: 7.500e-03, eta: 2 days, 6:24:03, time: 1.106, data_time: 0.001, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7659, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.3019 2020-10-01 23:56:19,872 - mmaction - INFO - Epoch [34][1520/2825] lr: 7.500e-03, eta: 2 days, 6:23:39, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7687, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.3087 2020-10-01 23:56:40,518 - mmaction - INFO - Epoch [34][1540/2825] lr: 7.500e-03, eta: 2 days, 6:23:18, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7654, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.3701 2020-10-01 23:57:02,177 - mmaction - INFO - Epoch [34][1560/2825] lr: 7.500e-03, eta: 2 days, 6:22:59, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7667, loss_cls: 2.0617, loss: 2.0617, grad_norm: 5.3685 2020-10-01 23:57:22,638 - mmaction - INFO - Epoch [34][1580/2825] lr: 7.500e-03, eta: 2 days, 6:22:37, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7594, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.4014 2020-10-01 23:57:43,373 - mmaction - INFO - Epoch [34][1600/2825] lr: 7.500e-03, eta: 2 days, 6:22:16, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7458, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.3943 2020-10-01 23:58:03,660 - mmaction - INFO - Epoch [34][1620/2825] lr: 7.500e-03, eta: 2 days, 6:21:54, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7719, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.2928 2020-10-01 23:58:24,330 - mmaction - INFO - Epoch [34][1640/2825] lr: 7.500e-03, eta: 2 days, 6:21:33, time: 1.034, data_time: 0.007, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7620, loss_cls: 2.1113, loss: 2.1113, grad_norm: 5.3273 2020-10-01 23:58:45,355 - mmaction - INFO - Epoch [34][1660/2825] lr: 7.500e-03, eta: 2 days, 6:21:12, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7570, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.3789 2020-10-01 23:59:05,804 - mmaction - INFO - Epoch [34][1680/2825] lr: 7.500e-03, eta: 2 days, 6:20:51, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7581, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.2710 2020-10-01 23:59:26,178 - mmaction - INFO - Epoch [34][1700/2825] lr: 7.500e-03, eta: 2 days, 6:20:29, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7620, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.3167 2020-10-01 23:59:46,674 - mmaction - INFO - Epoch [34][1720/2825] lr: 7.500e-03, eta: 2 days, 6:20:07, time: 1.025, data_time: 0.009, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7596, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.3953 2020-10-02 00:00:07,249 - mmaction - INFO - Epoch [34][1740/2825] lr: 7.500e-03, eta: 2 days, 6:19:46, time: 1.029, data_time: 0.038, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7701, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.2718 2020-10-02 00:00:29,946 - mmaction - INFO - Epoch [34][1760/2825] lr: 7.500e-03, eta: 2 days, 6:19:29, time: 1.134, data_time: 0.021, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7617, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.3703 2020-10-02 00:00:48,950 - mmaction - INFO - Epoch [34][1780/2825] lr: 7.500e-03, eta: 2 days, 6:19:04, time: 0.951, data_time: 0.029, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7536, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.4358 2020-10-02 00:01:10,265 - mmaction - INFO - Epoch [34][1800/2825] lr: 7.500e-03, eta: 2 days, 6:18:44, time: 1.065, data_time: 0.055, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7526, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.3600 2020-10-02 00:01:33,002 - mmaction - INFO - Epoch [34][1820/2825] lr: 7.500e-03, eta: 2 days, 6:18:27, time: 1.137, data_time: 0.002, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.3734 2020-10-02 00:01:52,735 - mmaction - INFO - Epoch [34][1840/2825] lr: 7.500e-03, eta: 2 days, 6:18:04, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7458, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.4025 2020-10-02 00:02:12,887 - mmaction - INFO - Epoch [34][1860/2825] lr: 7.500e-03, eta: 2 days, 6:17:42, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.4601 2020-10-02 00:02:33,828 - mmaction - INFO - Epoch [34][1880/2825] lr: 7.500e-03, eta: 2 days, 6:17:21, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5503, top5_acc: 0.7737, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.2064 2020-10-02 00:02:54,509 - mmaction - INFO - Epoch [34][1900/2825] lr: 7.500e-03, eta: 2 days, 6:17:00, time: 1.034, data_time: 0.038, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7607, loss_cls: 2.0910, loss: 2.0910, grad_norm: 5.3543 2020-10-02 00:03:15,567 - mmaction - INFO - Epoch [34][1920/2825] lr: 7.500e-03, eta: 2 days, 6:16:39, time: 1.052, data_time: 0.163, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7638, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.1973 2020-10-02 00:03:35,555 - mmaction - INFO - Epoch [34][1940/2825] lr: 7.500e-03, eta: 2 days, 6:16:17, time: 0.999, data_time: 0.009, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7721, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.3815 2020-10-02 00:03:57,110 - mmaction - INFO - Epoch [34][1960/2825] lr: 7.500e-03, eta: 2 days, 6:15:57, time: 1.078, data_time: 0.026, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7656, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.3020 2020-10-02 00:04:17,258 - mmaction - INFO - Epoch [34][1980/2825] lr: 7.500e-03, eta: 2 days, 6:15:35, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7557, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.2378 2020-10-02 00:04:37,572 - mmaction - INFO - Epoch [34][2000/2825] lr: 7.500e-03, eta: 2 days, 6:15:13, time: 1.017, data_time: 0.004, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7693, loss_cls: 2.0631, loss: 2.0631, grad_norm: 5.3262 2020-10-02 00:04:59,035 - mmaction - INFO - Epoch [34][2020/2825] lr: 7.500e-03, eta: 2 days, 6:14:53, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7719, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.3424 2020-10-02 00:05:19,411 - mmaction - INFO - Epoch [34][2040/2825] lr: 7.500e-03, eta: 2 days, 6:14:32, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7714, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.2654 2020-10-02 00:05:40,574 - mmaction - INFO - Epoch [34][2060/2825] lr: 7.500e-03, eta: 2 days, 6:14:11, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7630, loss_cls: 2.0681, loss: 2.0681, grad_norm: 5.2050 2020-10-02 00:06:01,080 - mmaction - INFO - Epoch [34][2080/2825] lr: 7.500e-03, eta: 2 days, 6:13:50, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7651, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.3133 2020-10-02 00:06:22,911 - mmaction - INFO - Epoch [34][2100/2825] lr: 7.500e-03, eta: 2 days, 6:13:31, time: 1.091, data_time: 0.001, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7552, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.4091 2020-10-02 00:06:42,927 - mmaction - INFO - Epoch [34][2120/2825] lr: 7.500e-03, eta: 2 days, 6:13:08, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7641, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.4002 2020-10-02 00:07:03,355 - mmaction - INFO - Epoch [34][2140/2825] lr: 7.500e-03, eta: 2 days, 6:12:47, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5188, top5_acc: 0.7581, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.4464 2020-10-02 00:07:24,595 - mmaction - INFO - Epoch [34][2160/2825] lr: 7.500e-03, eta: 2 days, 6:12:27, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7599, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.3586 2020-10-02 00:07:46,403 - mmaction - INFO - Epoch [34][2180/2825] lr: 7.500e-03, eta: 2 days, 6:12:08, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7607, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.3572 2020-10-02 00:08:07,662 - mmaction - INFO - Epoch [34][2200/2825] lr: 7.500e-03, eta: 2 days, 6:11:47, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.3227 2020-10-02 00:08:28,239 - mmaction - INFO - Epoch [34][2220/2825] lr: 7.500e-03, eta: 2 days, 6:11:26, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7628, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.3803 2020-10-02 00:08:49,773 - mmaction - INFO - Epoch [34][2240/2825] lr: 7.500e-03, eta: 2 days, 6:11:06, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7648, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.3411 2020-10-02 00:09:11,441 - mmaction - INFO - Epoch [34][2260/2825] lr: 7.500e-03, eta: 2 days, 6:10:47, time: 1.085, data_time: 0.003, memory: 8353, top1_acc: 0.5466, top5_acc: 0.7646, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.2643 2020-10-02 00:09:31,092 - mmaction - INFO - Epoch [34][2280/2825] lr: 7.500e-03, eta: 2 days, 6:10:24, time: 0.981, data_time: 0.001, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7458, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.3295 2020-10-02 00:09:51,314 - mmaction - INFO - Epoch [34][2300/2825] lr: 7.500e-03, eta: 2 days, 6:10:02, time: 1.012, data_time: 0.017, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7599, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.3238 2020-10-02 00:10:12,227 - mmaction - INFO - Epoch [34][2320/2825] lr: 7.500e-03, eta: 2 days, 6:09:41, time: 1.045, data_time: 0.189, memory: 8353, top1_acc: 0.5430, top5_acc: 0.7674, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.2449 2020-10-02 00:10:32,709 - mmaction - INFO - Epoch [34][2340/2825] lr: 7.500e-03, eta: 2 days, 6:09:20, time: 1.023, data_time: 0.103, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7573, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.3555 2020-10-02 00:10:53,918 - mmaction - INFO - Epoch [34][2360/2825] lr: 7.500e-03, eta: 2 days, 6:08:59, time: 1.061, data_time: 0.072, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7549, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.4084 2020-10-02 00:11:14,148 - mmaction - INFO - Epoch [34][2380/2825] lr: 7.500e-03, eta: 2 days, 6:08:37, time: 1.011, data_time: 0.042, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7544, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.4313 2020-10-02 00:11:34,902 - mmaction - INFO - Epoch [34][2400/2825] lr: 7.500e-03, eta: 2 days, 6:08:16, time: 1.037, data_time: 0.117, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7568, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.3181 2020-10-02 00:11:55,595 - mmaction - INFO - Epoch [34][2420/2825] lr: 7.500e-03, eta: 2 days, 6:07:55, time: 1.035, data_time: 0.254, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0929, loss: 2.0929, grad_norm: 5.4475 2020-10-02 00:12:16,823 - mmaction - INFO - Epoch [34][2440/2825] lr: 7.500e-03, eta: 2 days, 6:07:35, time: 1.061, data_time: 0.062, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7487, loss_cls: 2.1130, loss: 2.1130, grad_norm: 5.3529 2020-10-02 00:12:38,194 - mmaction - INFO - Epoch [34][2460/2825] lr: 7.500e-03, eta: 2 days, 6:07:15, time: 1.069, data_time: 0.128, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7617, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.3079 2020-10-02 00:12:58,645 - mmaction - INFO - Epoch [34][2480/2825] lr: 7.500e-03, eta: 2 days, 6:06:53, time: 1.022, data_time: 0.320, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7583, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.2558 2020-10-02 00:13:18,972 - mmaction - INFO - Epoch [34][2500/2825] lr: 7.500e-03, eta: 2 days, 6:06:32, time: 1.016, data_time: 0.361, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7630, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.3541 2020-10-02 00:13:39,981 - mmaction - INFO - Epoch [34][2520/2825] lr: 7.500e-03, eta: 2 days, 6:06:11, time: 1.051, data_time: 0.152, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7536, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.3937 2020-10-02 00:13:59,969 - mmaction - INFO - Epoch [34][2540/2825] lr: 7.500e-03, eta: 2 days, 6:05:48, time: 0.999, data_time: 0.008, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7586, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.4138 2020-10-02 00:14:20,963 - mmaction - INFO - Epoch [34][2560/2825] lr: 7.500e-03, eta: 2 days, 6:05:28, time: 1.050, data_time: 0.125, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7560, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.4652 2020-10-02 00:14:42,416 - mmaction - INFO - Epoch [34][2580/2825] lr: 7.500e-03, eta: 2 days, 6:05:08, time: 1.073, data_time: 0.015, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7604, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.3801 2020-10-02 00:15:02,841 - mmaction - INFO - Epoch [34][2600/2825] lr: 7.500e-03, eta: 2 days, 6:04:46, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7534, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.3053 2020-10-02 00:15:22,800 - mmaction - INFO - Epoch [34][2620/2825] lr: 7.500e-03, eta: 2 days, 6:04:24, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7578, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.2392 2020-10-02 00:15:44,145 - mmaction - INFO - Epoch [34][2640/2825] lr: 7.500e-03, eta: 2 days, 6:04:04, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7622, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.3358 2020-10-02 00:16:05,229 - mmaction - INFO - Epoch [34][2660/2825] lr: 7.500e-03, eta: 2 days, 6:03:43, time: 1.054, data_time: 0.005, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7565, loss_cls: 2.1314, loss: 2.1314, grad_norm: 5.3903 2020-10-02 00:16:25,036 - mmaction - INFO - Epoch [34][2680/2825] lr: 7.500e-03, eta: 2 days, 6:03:21, time: 0.989, data_time: 0.112, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7529, loss_cls: 2.1367, loss: 2.1367, grad_norm: 5.4394 2020-10-02 00:16:46,500 - mmaction - INFO - Epoch [34][2700/2825] lr: 7.500e-03, eta: 2 days, 6:03:01, time: 1.074, data_time: 0.066, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.1042, loss: 2.1042, grad_norm: 5.4415 2020-10-02 00:17:07,510 - mmaction - INFO - Epoch [34][2720/2825] lr: 7.500e-03, eta: 2 days, 6:02:40, time: 1.051, data_time: 0.087, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7680, loss_cls: 2.0639, loss: 2.0639, grad_norm: 5.3677 2020-10-02 00:17:27,827 - mmaction - INFO - Epoch [34][2740/2825] lr: 7.500e-03, eta: 2 days, 6:02:18, time: 1.015, data_time: 0.117, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7581, loss_cls: 2.0738, loss: 2.0738, grad_norm: 5.2939 2020-10-02 00:17:48,392 - mmaction - INFO - Epoch [34][2760/2825] lr: 7.500e-03, eta: 2 days, 6:01:57, time: 1.027, data_time: 0.135, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7688, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.3074 2020-10-02 00:18:08,004 - mmaction - INFO - Epoch [34][2780/2825] lr: 7.500e-03, eta: 2 days, 6:01:34, time: 0.982, data_time: 0.072, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7526, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.3322 2020-10-02 00:18:29,587 - mmaction - INFO - Epoch [34][2800/2825] lr: 7.500e-03, eta: 2 days, 6:01:14, time: 1.078, data_time: 0.185, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7620, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.2881 2020-10-02 00:18:50,109 - mmaction - INFO - Epoch [34][2820/2825] lr: 7.500e-03, eta: 2 days, 6:00:53, time: 1.026, data_time: 0.055, memory: 8353, top1_acc: 0.5448, top5_acc: 0.7745, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.3347 2020-10-02 00:18:56,880 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-10-02 00:19:44,730 - mmaction - INFO - Epoch [35][20/2825] lr: 7.500e-03, eta: 2 days, 6:01:07, time: 2.351, data_time: 1.208, memory: 8353, top1_acc: 0.5505, top5_acc: 0.7771, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.2399 2020-10-02 00:20:05,535 - mmaction - INFO - Epoch [35][40/2825] lr: 7.500e-03, eta: 2 days, 6:00:46, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7656, loss_cls: 2.0068, loss: 2.0068, grad_norm: 5.1889 2020-10-02 00:20:26,736 - mmaction - INFO - Epoch [35][60/2825] lr: 7.500e-03, eta: 2 days, 6:00:26, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7578, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.3166 2020-10-02 00:20:47,439 - mmaction - INFO - Epoch [35][80/2825] lr: 7.500e-03, eta: 2 days, 6:00:05, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7591, loss_cls: 2.0810, loss: 2.0810, grad_norm: 5.4407 2020-10-02 00:21:08,419 - mmaction - INFO - Epoch [35][100/2825] lr: 7.500e-03, eta: 2 days, 5:59:44, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7638, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.3883 2020-10-02 00:21:28,930 - mmaction - INFO - Epoch [35][120/2825] lr: 7.500e-03, eta: 2 days, 5:59:23, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7589, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.2554 2020-10-02 00:21:49,856 - mmaction - INFO - Epoch [35][140/2825] lr: 7.500e-03, eta: 2 days, 5:59:02, time: 1.046, data_time: 0.019, memory: 8353, top1_acc: 0.5456, top5_acc: 0.7708, loss_cls: 2.0304, loss: 2.0304, grad_norm: 5.3348 2020-10-02 00:22:11,152 - mmaction - INFO - Epoch [35][160/2825] lr: 7.500e-03, eta: 2 days, 5:58:42, time: 1.065, data_time: 0.069, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7591, loss_cls: 2.1008, loss: 2.1008, grad_norm: 5.4045 2020-10-02 00:22:32,600 - mmaction - INFO - Epoch [35][180/2825] lr: 7.500e-03, eta: 2 days, 5:58:22, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5404, top5_acc: 0.7617, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.3693 2020-10-02 00:22:53,466 - mmaction - INFO - Epoch [35][200/2825] lr: 7.500e-03, eta: 2 days, 5:58:01, time: 1.045, data_time: 0.029, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7633, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.2644 2020-10-02 00:23:13,655 - mmaction - INFO - Epoch [35][220/2825] lr: 7.500e-03, eta: 2 days, 5:57:39, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.5549, top5_acc: 0.7807, loss_cls: 1.9745, loss: 1.9745, grad_norm: 5.2261 2020-10-02 00:23:34,387 - mmaction - INFO - Epoch [35][240/2825] lr: 7.500e-03, eta: 2 days, 5:57:18, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7628, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.2980 2020-10-02 00:23:54,546 - mmaction - INFO - Epoch [35][260/2825] lr: 7.500e-03, eta: 2 days, 5:56:56, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7607, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.3133 2020-10-02 00:24:15,745 - mmaction - INFO - Epoch [35][280/2825] lr: 7.500e-03, eta: 2 days, 5:56:36, time: 1.060, data_time: 0.086, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7669, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.4247 2020-10-02 00:24:37,729 - mmaction - INFO - Epoch [35][300/2825] lr: 7.500e-03, eta: 2 days, 5:56:17, time: 1.099, data_time: 0.031, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7706, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.2829 2020-10-02 00:24:57,910 - mmaction - INFO - Epoch [35][320/2825] lr: 7.500e-03, eta: 2 days, 5:55:55, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7654, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.2936 2020-10-02 00:25:18,269 - mmaction - INFO - Epoch [35][340/2825] lr: 7.500e-03, eta: 2 days, 5:55:33, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7706, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.2985 2020-10-02 00:25:39,131 - mmaction - INFO - Epoch [35][360/2825] lr: 7.500e-03, eta: 2 days, 5:55:12, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7609, loss_cls: 2.0705, loss: 2.0705, grad_norm: 5.4821 2020-10-02 00:25:59,583 - mmaction - INFO - Epoch [35][380/2825] lr: 7.500e-03, eta: 2 days, 5:54:50, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7523, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.4434 2020-10-02 00:26:21,121 - mmaction - INFO - Epoch [35][400/2825] lr: 7.500e-03, eta: 2 days, 5:54:31, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.3806 2020-10-02 00:26:41,676 - mmaction - INFO - Epoch [35][420/2825] lr: 7.500e-03, eta: 2 days, 5:54:09, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7711, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.3089 2020-10-02 00:27:02,438 - mmaction - INFO - Epoch [35][440/2825] lr: 7.500e-03, eta: 2 days, 5:53:48, time: 1.038, data_time: 0.107, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7576, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.2829 2020-10-02 00:27:22,944 - mmaction - INFO - Epoch [35][460/2825] lr: 7.500e-03, eta: 2 days, 5:53:27, time: 1.026, data_time: 0.057, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7604, loss_cls: 2.0868, loss: 2.0868, grad_norm: 5.2892 2020-10-02 00:27:43,673 - mmaction - INFO - Epoch [35][480/2825] lr: 7.500e-03, eta: 2 days, 5:53:06, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7560, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.2664 2020-10-02 00:28:04,952 - mmaction - INFO - Epoch [35][500/2825] lr: 7.500e-03, eta: 2 days, 5:52:46, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5466, top5_acc: 0.7602, loss_cls: 2.0904, loss: 2.0904, grad_norm: 5.3219 2020-10-02 00:28:25,510 - mmaction - INFO - Epoch [35][520/2825] lr: 7.500e-03, eta: 2 days, 5:52:24, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7615, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.2915 2020-10-02 00:28:45,522 - mmaction - INFO - Epoch [35][540/2825] lr: 7.500e-03, eta: 2 days, 5:52:02, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7628, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.3972 2020-10-02 00:29:07,276 - mmaction - INFO - Epoch [35][560/2825] lr: 7.500e-03, eta: 2 days, 5:51:43, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5141, top5_acc: 0.7633, loss_cls: 2.1202, loss: 2.1202, grad_norm: 5.5153 2020-10-02 00:29:27,834 - mmaction - INFO - Epoch [35][580/2825] lr: 7.500e-03, eta: 2 days, 5:51:21, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.1488, loss: 2.1488, grad_norm: 5.3855 2020-10-02 00:29:48,797 - mmaction - INFO - Epoch [35][600/2825] lr: 7.500e-03, eta: 2 days, 5:51:01, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7685, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.3374 2020-10-02 00:30:08,641 - mmaction - INFO - Epoch [35][620/2825] lr: 7.500e-03, eta: 2 days, 5:50:38, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.5445, top5_acc: 0.7646, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.2660 2020-10-02 00:30:30,800 - mmaction - INFO - Epoch [35][640/2825] lr: 7.500e-03, eta: 2 days, 5:50:19, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.5479, top5_acc: 0.7667, loss_cls: 2.0361, loss: 2.0361, grad_norm: 5.1343 2020-10-02 00:30:51,915 - mmaction - INFO - Epoch [35][660/2825] lr: 7.500e-03, eta: 2 days, 5:49:59, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7622, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.3188 2020-10-02 00:31:12,313 - mmaction - INFO - Epoch [35][680/2825] lr: 7.500e-03, eta: 2 days, 5:49:37, time: 1.020, data_time: 0.011, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7753, loss_cls: 2.0204, loss: 2.0204, grad_norm: 5.3300 2020-10-02 00:31:32,005 - mmaction - INFO - Epoch [35][700/2825] lr: 7.500e-03, eta: 2 days, 5:49:14, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.5112, top5_acc: 0.7500, loss_cls: 2.1161, loss: 2.1161, grad_norm: 5.3116 2020-10-02 00:31:53,429 - mmaction - INFO - Epoch [35][720/2825] lr: 7.500e-03, eta: 2 days, 5:48:54, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7667, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.3596 2020-10-02 00:32:14,096 - mmaction - INFO - Epoch [35][740/2825] lr: 7.500e-03, eta: 2 days, 5:48:33, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7656, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.3477 2020-10-02 00:32:34,663 - mmaction - INFO - Epoch [35][760/2825] lr: 7.500e-03, eta: 2 days, 5:48:12, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.3301 2020-10-02 00:32:55,353 - mmaction - INFO - Epoch [35][780/2825] lr: 7.500e-03, eta: 2 days, 5:47:50, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7599, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.3475 2020-10-02 00:33:16,269 - mmaction - INFO - Epoch [35][800/2825] lr: 7.500e-03, eta: 2 days, 5:47:30, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7661, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.3687 2020-10-02 00:33:37,014 - mmaction - INFO - Epoch [35][820/2825] lr: 7.500e-03, eta: 2 days, 5:47:09, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7716, loss_cls: 2.0248, loss: 2.0248, grad_norm: 5.2587 2020-10-02 00:33:58,128 - mmaction - INFO - Epoch [35][840/2825] lr: 7.500e-03, eta: 2 days, 5:46:48, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5531, top5_acc: 0.7792, loss_cls: 1.9625, loss: 1.9625, grad_norm: 5.2598 2020-10-02 00:34:20,085 - mmaction - INFO - Epoch [35][860/2825] lr: 7.500e-03, eta: 2 days, 5:46:29, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7677, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.3721 2020-10-02 00:34:39,650 - mmaction - INFO - Epoch [35][880/2825] lr: 7.500e-03, eta: 2 days, 5:46:06, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.5211, top5_acc: 0.7495, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.4158 2020-10-02 00:35:00,174 - mmaction - INFO - Epoch [35][900/2825] lr: 7.500e-03, eta: 2 days, 5:45:45, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7706, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.4263 2020-10-02 00:35:21,464 - mmaction - INFO - Epoch [35][920/2825] lr: 7.500e-03, eta: 2 days, 5:45:25, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7721, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.3384 2020-10-02 00:35:41,548 - mmaction - INFO - Epoch [35][940/2825] lr: 7.500e-03, eta: 2 days, 5:45:02, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.3520 2020-10-02 00:36:02,861 - mmaction - INFO - Epoch [35][960/2825] lr: 7.500e-03, eta: 2 days, 5:44:42, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7534, loss_cls: 2.0916, loss: 2.0916, grad_norm: 5.3779 2020-10-02 00:36:23,124 - mmaction - INFO - Epoch [35][980/2825] lr: 7.500e-03, eta: 2 days, 5:44:20, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0772, loss: 2.0772, grad_norm: 5.4545 2020-10-02 00:36:44,714 - mmaction - INFO - Epoch [35][1000/2825] lr: 7.500e-03, eta: 2 days, 5:44:01, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7628, loss_cls: 2.0836, loss: 2.0836, grad_norm: 5.3849 2020-10-02 00:37:05,730 - mmaction - INFO - Epoch [35][1020/2825] lr: 7.500e-03, eta: 2 days, 5:43:40, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7615, loss_cls: 2.0481, loss: 2.0481, grad_norm: 5.3024 2020-10-02 00:37:26,079 - mmaction - INFO - Epoch [35][1040/2825] lr: 7.500e-03, eta: 2 days, 5:43:18, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.3527 2020-10-02 00:37:47,243 - mmaction - INFO - Epoch [35][1060/2825] lr: 7.500e-03, eta: 2 days, 5:42:58, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7596, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.4795 2020-10-02 00:38:07,916 - mmaction - INFO - Epoch [35][1080/2825] lr: 7.500e-03, eta: 2 days, 5:42:37, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7641, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.3570 2020-10-02 00:38:27,796 - mmaction - INFO - Epoch [35][1100/2825] lr: 7.500e-03, eta: 2 days, 5:42:14, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7646, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.3266 2020-10-02 00:38:49,212 - mmaction - INFO - Epoch [35][1120/2825] lr: 7.500e-03, eta: 2 days, 5:41:54, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7651, loss_cls: 2.0339, loss: 2.0339, grad_norm: 5.3303 2020-10-02 00:39:10,704 - mmaction - INFO - Epoch [35][1140/2825] lr: 7.500e-03, eta: 2 days, 5:41:35, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7508, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.3793 2020-10-02 00:39:29,878 - mmaction - INFO - Epoch [35][1160/2825] lr: 7.500e-03, eta: 2 days, 5:41:11, time: 0.958, data_time: 0.001, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7607, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.3689 2020-10-02 00:39:50,858 - mmaction - INFO - Epoch [35][1180/2825] lr: 7.500e-03, eta: 2 days, 5:40:50, time: 1.049, data_time: 0.028, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7635, loss_cls: 2.0838, loss: 2.0838, grad_norm: 5.3272 2020-10-02 00:40:12,584 - mmaction - INFO - Epoch [35][1200/2825] lr: 7.500e-03, eta: 2 days, 5:40:31, time: 1.085, data_time: 0.049, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7628, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.4160 2020-10-02 00:40:33,043 - mmaction - INFO - Epoch [35][1220/2825] lr: 7.500e-03, eta: 2 days, 5:40:09, time: 1.023, data_time: 0.040, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7669, loss_cls: 2.0751, loss: 2.0751, grad_norm: 5.2132 2020-10-02 00:40:53,416 - mmaction - INFO - Epoch [35][1240/2825] lr: 7.500e-03, eta: 2 days, 5:39:47, time: 1.019, data_time: 0.007, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7641, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.2949 2020-10-02 00:41:15,285 - mmaction - INFO - Epoch [35][1260/2825] lr: 7.500e-03, eta: 2 days, 5:39:28, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7617, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.3517 2020-10-02 00:41:36,254 - mmaction - INFO - Epoch [35][1280/2825] lr: 7.500e-03, eta: 2 days, 5:39:08, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7659, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.2482 2020-10-02 00:41:55,661 - mmaction - INFO - Epoch [35][1300/2825] lr: 7.500e-03, eta: 2 days, 5:38:44, time: 0.969, data_time: 0.006, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7646, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.2333 2020-10-02 00:42:16,500 - mmaction - INFO - Epoch [35][1320/2825] lr: 7.500e-03, eta: 2 days, 5:38:23, time: 1.041, data_time: 0.059, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7503, loss_cls: 2.0947, loss: 2.0947, grad_norm: 5.3406 2020-10-02 00:42:37,185 - mmaction - INFO - Epoch [35][1340/2825] lr: 7.500e-03, eta: 2 days, 5:38:02, time: 1.036, data_time: 0.009, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7669, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.3999 2020-10-02 00:42:57,214 - mmaction - INFO - Epoch [35][1360/2825] lr: 7.500e-03, eta: 2 days, 5:37:39, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7622, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.4020 2020-10-02 00:43:18,528 - mmaction - INFO - Epoch [35][1380/2825] lr: 7.500e-03, eta: 2 days, 5:37:19, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7630, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.3152 2020-10-02 00:43:39,512 - mmaction - INFO - Epoch [35][1400/2825] lr: 7.500e-03, eta: 2 days, 5:36:59, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7555, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.3522 2020-10-02 00:43:59,440 - mmaction - INFO - Epoch [35][1420/2825] lr: 7.500e-03, eta: 2 days, 5:36:36, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7716, loss_cls: 1.9986, loss: 1.9986, grad_norm: 5.2382 2020-10-02 00:44:20,733 - mmaction - INFO - Epoch [35][1440/2825] lr: 7.500e-03, eta: 2 days, 5:36:16, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7625, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.2555 2020-10-02 00:44:41,211 - mmaction - INFO - Epoch [35][1460/2825] lr: 7.500e-03, eta: 2 days, 5:35:55, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7648, loss_cls: 2.0519, loss: 2.0519, grad_norm: 5.3743 2020-10-02 00:45:01,012 - mmaction - INFO - Epoch [35][1480/2825] lr: 7.500e-03, eta: 2 days, 5:35:32, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7552, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.2963 2020-10-02 00:45:21,913 - mmaction - INFO - Epoch [35][1500/2825] lr: 7.500e-03, eta: 2 days, 5:35:11, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7646, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.3279 2020-10-02 00:45:43,617 - mmaction - INFO - Epoch [35][1520/2825] lr: 7.500e-03, eta: 2 days, 5:34:52, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7560, loss_cls: 2.0754, loss: 2.0754, grad_norm: 5.3930 2020-10-02 00:46:03,781 - mmaction - INFO - Epoch [35][1540/2825] lr: 7.500e-03, eta: 2 days, 5:34:29, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7661, loss_cls: 2.0760, loss: 2.0760, grad_norm: 5.3595 2020-10-02 00:46:24,725 - mmaction - INFO - Epoch [35][1560/2825] lr: 7.500e-03, eta: 2 days, 5:34:09, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7651, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.3162 2020-10-02 00:46:44,157 - mmaction - INFO - Epoch [35][1580/2825] lr: 7.500e-03, eta: 2 days, 5:33:45, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7526, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.3659 2020-10-02 00:47:05,507 - mmaction - INFO - Epoch [35][1600/2825] lr: 7.500e-03, eta: 2 days, 5:33:25, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.3237 2020-10-02 00:47:27,526 - mmaction - INFO - Epoch [35][1620/2825] lr: 7.500e-03, eta: 2 days, 5:33:07, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.5187, top5_acc: 0.7487, loss_cls: 2.1470, loss: 2.1470, grad_norm: 5.4051 2020-10-02 00:47:47,415 - mmaction - INFO - Epoch [35][1640/2825] lr: 7.500e-03, eta: 2 days, 5:32:44, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7617, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.3104 2020-10-02 00:48:07,589 - mmaction - INFO - Epoch [35][1660/2825] lr: 7.500e-03, eta: 2 days, 5:32:22, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7766, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.3937 2020-10-02 00:48:27,826 - mmaction - INFO - Epoch [35][1680/2825] lr: 7.500e-03, eta: 2 days, 5:32:00, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7568, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.4309 2020-10-02 00:48:49,771 - mmaction - INFO - Epoch [35][1700/2825] lr: 7.500e-03, eta: 2 days, 5:31:41, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7526, loss_cls: 2.1431, loss: 2.1431, grad_norm: 5.4420 2020-10-02 00:49:09,693 - mmaction - INFO - Epoch [35][1720/2825] lr: 7.500e-03, eta: 2 days, 5:31:18, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7490, loss_cls: 2.1503, loss: 2.1503, grad_norm: 5.4072 2020-10-02 00:49:30,428 - mmaction - INFO - Epoch [35][1740/2825] lr: 7.500e-03, eta: 2 days, 5:30:57, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.5404, top5_acc: 0.7531, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.3653 2020-10-02 00:49:51,201 - mmaction - INFO - Epoch [35][1760/2825] lr: 7.500e-03, eta: 2 days, 5:30:36, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.3831 2020-10-02 00:50:11,075 - mmaction - INFO - Epoch [35][1780/2825] lr: 7.500e-03, eta: 2 days, 5:30:13, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.2677 2020-10-02 00:50:32,759 - mmaction - INFO - Epoch [35][1800/2825] lr: 7.500e-03, eta: 2 days, 5:29:54, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7706, loss_cls: 2.0430, loss: 2.0430, grad_norm: 5.3489 2020-10-02 00:50:53,247 - mmaction - INFO - Epoch [35][1820/2825] lr: 7.500e-03, eta: 2 days, 5:29:33, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7503, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.4193 2020-10-02 00:51:13,385 - mmaction - INFO - Epoch [35][1840/2825] lr: 7.500e-03, eta: 2 days, 5:29:10, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7510, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.2854 2020-10-02 00:51:34,723 - mmaction - INFO - Epoch [35][1860/2825] lr: 7.500e-03, eta: 2 days, 5:28:50, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7656, loss_cls: 2.0199, loss: 2.0199, grad_norm: 5.2267 2020-10-02 00:51:55,963 - mmaction - INFO - Epoch [35][1880/2825] lr: 7.500e-03, eta: 2 days, 5:28:30, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7539, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.2386 2020-10-02 00:52:16,692 - mmaction - INFO - Epoch [35][1900/2825] lr: 7.500e-03, eta: 2 days, 5:28:09, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7596, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.4217 2020-10-02 00:52:37,066 - mmaction - INFO - Epoch [35][1920/2825] lr: 7.500e-03, eta: 2 days, 5:27:47, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7680, loss_cls: 2.0092, loss: 2.0092, grad_norm: 5.2501 2020-10-02 00:52:57,600 - mmaction - INFO - Epoch [35][1940/2825] lr: 7.500e-03, eta: 2 days, 5:27:26, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7565, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.4996 2020-10-02 00:53:19,416 - mmaction - INFO - Epoch [35][1960/2825] lr: 7.500e-03, eta: 2 days, 5:27:07, time: 1.092, data_time: 0.003, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7589, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.3279 2020-10-02 00:53:39,439 - mmaction - INFO - Epoch [35][1980/2825] lr: 7.500e-03, eta: 2 days, 5:26:44, time: 1.001, data_time: 0.003, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7646, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.3526 2020-10-02 00:54:00,842 - mmaction - INFO - Epoch [35][2000/2825] lr: 7.500e-03, eta: 2 days, 5:26:24, time: 1.071, data_time: 0.003, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7628, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.2688 2020-10-02 00:54:20,523 - mmaction - INFO - Epoch [35][2020/2825] lr: 7.500e-03, eta: 2 days, 5:26:01, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7607, loss_cls: 2.0678, loss: 2.0678, grad_norm: 5.2863 2020-10-02 00:54:41,568 - mmaction - INFO - Epoch [35][2040/2825] lr: 7.500e-03, eta: 2 days, 5:25:41, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5437, top5_acc: 0.7693, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.2057 2020-10-02 00:55:03,842 - mmaction - INFO - Epoch [35][2060/2825] lr: 7.500e-03, eta: 2 days, 5:25:23, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7549, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.4394 2020-10-02 00:55:22,720 - mmaction - INFO - Epoch [35][2080/2825] lr: 7.500e-03, eta: 2 days, 5:24:58, time: 0.944, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7628, loss_cls: 2.1055, loss: 2.1055, grad_norm: 5.5070 2020-10-02 00:55:43,980 - mmaction - INFO - Epoch [35][2100/2825] lr: 7.500e-03, eta: 2 days, 5:24:38, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7685, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.2218 2020-10-02 00:56:05,427 - mmaction - INFO - Epoch [35][2120/2825] lr: 7.500e-03, eta: 2 days, 5:24:18, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.5167, top5_acc: 0.7555, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.3474 2020-10-02 00:56:26,575 - mmaction - INFO - Epoch [35][2140/2825] lr: 7.500e-03, eta: 2 days, 5:23:58, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5500, top5_acc: 0.7701, loss_cls: 2.0103, loss: 2.0103, grad_norm: 5.1543 2020-10-02 00:56:46,652 - mmaction - INFO - Epoch [35][2160/2825] lr: 7.500e-03, eta: 2 days, 5:23:36, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7607, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.4092 2020-10-02 00:57:06,640 - mmaction - INFO - Epoch [35][2180/2825] lr: 7.500e-03, eta: 2 days, 5:23:13, time: 1.000, data_time: 0.003, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7677, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.3046 2020-10-02 00:57:28,194 - mmaction - INFO - Epoch [35][2200/2825] lr: 7.500e-03, eta: 2 days, 5:22:53, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7464, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.4282 2020-10-02 00:57:48,407 - mmaction - INFO - Epoch [35][2220/2825] lr: 7.500e-03, eta: 2 days, 5:22:31, time: 1.012, data_time: 0.003, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7617, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.3529 2020-10-02 00:58:09,659 - mmaction - INFO - Epoch [35][2240/2825] lr: 7.500e-03, eta: 2 days, 5:22:11, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7469, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.3945 2020-10-02 00:58:31,659 - mmaction - INFO - Epoch [35][2260/2825] lr: 7.500e-03, eta: 2 days, 5:21:53, time: 1.100, data_time: 0.003, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7448, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.3414 2020-10-02 00:58:51,715 - mmaction - INFO - Epoch [35][2280/2825] lr: 7.500e-03, eta: 2 days, 5:21:30, time: 1.003, data_time: 0.003, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7568, loss_cls: 2.1118, loss: 2.1118, grad_norm: 5.2662 2020-10-02 00:59:11,448 - mmaction - INFO - Epoch [35][2300/2825] lr: 7.500e-03, eta: 2 days, 5:21:07, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7766, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.2316 2020-10-02 00:59:32,556 - mmaction - INFO - Epoch [35][2320/2825] lr: 7.500e-03, eta: 2 days, 5:20:47, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7591, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.3187 2020-10-02 00:59:54,429 - mmaction - INFO - Epoch [35][2340/2825] lr: 7.500e-03, eta: 2 days, 5:20:28, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7732, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.2662 2020-10-02 01:00:15,887 - mmaction - INFO - Epoch [35][2360/2825] lr: 7.500e-03, eta: 2 days, 5:20:08, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7424, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.3833 2020-10-02 01:00:37,163 - mmaction - INFO - Epoch [35][2380/2825] lr: 7.500e-03, eta: 2 days, 5:19:48, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7576, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.3285 2020-10-02 01:00:57,557 - mmaction - INFO - Epoch [35][2400/2825] lr: 7.500e-03, eta: 2 days, 5:19:26, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0767, loss: 2.0767, grad_norm: 5.2450 2020-10-02 01:01:17,920 - mmaction - INFO - Epoch [35][2420/2825] lr: 7.500e-03, eta: 2 days, 5:19:05, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.2109 2020-10-02 01:01:38,930 - mmaction - INFO - Epoch [35][2440/2825] lr: 7.500e-03, eta: 2 days, 5:18:44, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7721, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.5085 2020-10-02 01:01:58,988 - mmaction - INFO - Epoch [35][2460/2825] lr: 7.500e-03, eta: 2 days, 5:18:22, time: 1.003, data_time: 0.026, memory: 8353, top1_acc: 0.5404, top5_acc: 0.7661, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.3398 2020-10-02 01:02:19,988 - mmaction - INFO - Epoch [35][2480/2825] lr: 7.500e-03, eta: 2 days, 5:18:01, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7583, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.3715 2020-10-02 01:02:41,283 - mmaction - INFO - Epoch [35][2500/2825] lr: 7.500e-03, eta: 2 days, 5:17:41, time: 1.064, data_time: 0.081, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.3789 2020-10-02 01:03:01,638 - mmaction - INFO - Epoch [35][2520/2825] lr: 7.500e-03, eta: 2 days, 5:17:19, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7654, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.4226 2020-10-02 01:03:21,888 - mmaction - INFO - Epoch [35][2540/2825] lr: 7.500e-03, eta: 2 days, 5:16:57, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7753, loss_cls: 2.0140, loss: 2.0140, grad_norm: 5.1769 2020-10-02 01:03:42,719 - mmaction - INFO - Epoch [35][2560/2825] lr: 7.500e-03, eta: 2 days, 5:16:36, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7557, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.4603 2020-10-02 01:04:04,580 - mmaction - INFO - Epoch [35][2580/2825] lr: 7.500e-03, eta: 2 days, 5:16:17, time: 1.095, data_time: 0.003, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7654, loss_cls: 2.0379, loss: 2.0379, grad_norm: 5.2593 2020-10-02 01:04:25,602 - mmaction - INFO - Epoch [35][2600/2825] lr: 7.500e-03, eta: 2 days, 5:15:57, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5190, top5_acc: 0.7638, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.3041 2020-10-02 01:04:46,286 - mmaction - INFO - Epoch [35][2620/2825] lr: 7.500e-03, eta: 2 days, 5:15:35, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.3651 2020-10-02 01:05:06,490 - mmaction - INFO - Epoch [35][2640/2825] lr: 7.500e-03, eta: 2 days, 5:15:13, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7685, loss_cls: 2.0383, loss: 2.0383, grad_norm: 5.3282 2020-10-02 01:05:26,174 - mmaction - INFO - Epoch [35][2660/2825] lr: 7.500e-03, eta: 2 days, 5:14:50, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7565, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.2672 2020-10-02 01:05:47,636 - mmaction - INFO - Epoch [35][2680/2825] lr: 7.500e-03, eta: 2 days, 5:14:31, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7586, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.3299 2020-10-02 01:06:08,160 - mmaction - INFO - Epoch [35][2700/2825] lr: 7.500e-03, eta: 2 days, 5:14:09, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7690, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.2833 2020-10-02 01:06:28,957 - mmaction - INFO - Epoch [35][2720/2825] lr: 7.500e-03, eta: 2 days, 5:13:48, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7604, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.2114 2020-10-02 01:06:49,368 - mmaction - INFO - Epoch [35][2740/2825] lr: 7.500e-03, eta: 2 days, 5:13:27, time: 1.021, data_time: 0.177, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7708, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.3997 2020-10-02 01:07:08,973 - mmaction - INFO - Epoch [35][2760/2825] lr: 7.500e-03, eta: 2 days, 5:13:03, time: 0.980, data_time: 0.049, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7596, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.4458 2020-10-02 01:07:29,673 - mmaction - INFO - Epoch [35][2780/2825] lr: 7.500e-03, eta: 2 days, 5:12:42, time: 1.035, data_time: 0.030, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7607, loss_cls: 2.1176, loss: 2.1176, grad_norm: 5.4751 2020-10-02 01:07:51,648 - mmaction - INFO - Epoch [35][2800/2825] lr: 7.500e-03, eta: 2 days, 5:12:23, time: 1.098, data_time: 0.020, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7680, loss_cls: 2.0442, loss: 2.0442, grad_norm: 5.2938 2020-10-02 01:08:11,863 - mmaction - INFO - Epoch [35][2820/2825] lr: 7.500e-03, eta: 2 days, 5:12:01, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7628, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.2993 2020-10-02 01:08:18,449 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-02 01:11:46,736 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 01:11:49,202 - mmaction - INFO - top1_acc 0.5188 top5_acc 0.7595 2020-10-02 01:11:49,202 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 01:11:49,318 - mmaction - INFO - mean_acc 0.5187 2020-10-02 01:11:49,318 - mmaction - INFO - Now best checkpoint is epoch_35.pth 2020-10-02 01:11:49,341 - mmaction - INFO - Epoch(val) [35][2825] top1_acc: 0.5188, top5_acc: 0.7595, mean_class_accuracy: 0.5187 2020-10-02 01:12:31,595 - mmaction - INFO - Epoch [36][20/2825] lr: 7.500e-03, eta: 2 days, 5:12:05, time: 2.111, data_time: 1.015, memory: 8353, top1_acc: 0.5474, top5_acc: 0.7701, loss_cls: 2.0143, loss: 2.0143, grad_norm: 5.3271 2020-10-02 01:12:52,988 - mmaction - INFO - Epoch [36][40/2825] lr: 7.500e-03, eta: 2 days, 5:11:45, time: 1.070, data_time: 0.008, memory: 8353, top1_acc: 0.5432, top5_acc: 0.7688, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.3332 2020-10-02 01:13:12,869 - mmaction - INFO - Epoch [36][60/2825] lr: 7.500e-03, eta: 2 days, 5:11:23, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.3195 2020-10-02 01:13:34,271 - mmaction - INFO - Epoch [36][80/2825] lr: 7.500e-03, eta: 2 days, 5:11:03, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7635, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.3455 2020-10-02 01:13:53,997 - mmaction - INFO - Epoch [36][100/2825] lr: 7.500e-03, eta: 2 days, 5:10:40, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.3354 2020-10-02 01:14:15,972 - mmaction - INFO - Epoch [36][120/2825] lr: 7.500e-03, eta: 2 days, 5:10:21, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7638, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.3387 2020-10-02 01:14:36,284 - mmaction - INFO - Epoch [36][140/2825] lr: 7.500e-03, eta: 2 days, 5:09:59, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7695, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.4322 2020-10-02 01:14:56,105 - mmaction - INFO - Epoch [36][160/2825] lr: 7.500e-03, eta: 2 days, 5:09:36, time: 0.991, data_time: 0.003, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7625, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.2549 2020-10-02 01:15:17,164 - mmaction - INFO - Epoch [36][180/2825] lr: 7.500e-03, eta: 2 days, 5:09:16, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7602, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.3574 2020-10-02 01:15:38,121 - mmaction - INFO - Epoch [36][200/2825] lr: 7.500e-03, eta: 2 days, 5:08:55, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7635, loss_cls: 2.0627, loss: 2.0627, grad_norm: 5.3340 2020-10-02 01:15:58,960 - mmaction - INFO - Epoch [36][220/2825] lr: 7.500e-03, eta: 2 days, 5:08:34, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7549, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.3028 2020-10-02 01:16:18,463 - mmaction - INFO - Epoch [36][240/2825] lr: 7.500e-03, eta: 2 days, 5:08:11, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7768, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.1876 2020-10-02 01:16:39,626 - mmaction - INFO - Epoch [36][260/2825] lr: 7.500e-03, eta: 2 days, 5:07:51, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7690, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.3083 2020-10-02 01:17:00,751 - mmaction - INFO - Epoch [36][280/2825] lr: 7.500e-03, eta: 2 days, 5:07:30, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7672, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.2913 2020-10-02 01:17:22,419 - mmaction - INFO - Epoch [36][300/2825] lr: 7.500e-03, eta: 2 days, 5:07:11, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7630, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.3158 2020-10-02 01:17:41,923 - mmaction - INFO - Epoch [36][320/2825] lr: 7.500e-03, eta: 2 days, 5:06:47, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7737, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.3068 2020-10-02 01:18:03,031 - mmaction - INFO - Epoch [36][340/2825] lr: 7.500e-03, eta: 2 days, 5:06:27, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7589, loss_cls: 2.0665, loss: 2.0665, grad_norm: 5.3053 2020-10-02 01:18:24,114 - mmaction - INFO - Epoch [36][360/2825] lr: 7.500e-03, eta: 2 days, 5:06:07, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7719, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.2927 2020-10-02 01:18:44,710 - mmaction - INFO - Epoch [36][380/2825] lr: 7.500e-03, eta: 2 days, 5:05:45, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7646, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.3154 2020-10-02 01:19:07,724 - mmaction - INFO - Epoch [36][400/2825] lr: 7.500e-03, eta: 2 days, 5:05:28, time: 1.150, data_time: 0.002, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7648, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.3781 2020-10-02 01:19:26,224 - mmaction - INFO - Epoch [36][420/2825] lr: 7.500e-03, eta: 2 days, 5:05:03, time: 0.926, data_time: 0.006, memory: 8353, top1_acc: 0.5422, top5_acc: 0.7672, loss_cls: 2.0044, loss: 2.0044, grad_norm: 5.2763 2020-10-02 01:19:47,788 - mmaction - INFO - Epoch [36][440/2825] lr: 7.500e-03, eta: 2 days, 5:04:44, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7617, loss_cls: 2.0592, loss: 2.0592, grad_norm: 5.4205 2020-10-02 01:20:08,402 - mmaction - INFO - Epoch [36][460/2825] lr: 7.500e-03, eta: 2 days, 5:04:22, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.5432, top5_acc: 0.7672, loss_cls: 2.0379, loss: 2.0379, grad_norm: 5.3443 2020-10-02 01:20:29,920 - mmaction - INFO - Epoch [36][480/2825] lr: 7.500e-03, eta: 2 days, 5:04:03, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7547, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.3550 2020-10-02 01:20:49,884 - mmaction - INFO - Epoch [36][500/2825] lr: 7.500e-03, eta: 2 days, 5:03:40, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.2152 2020-10-02 01:21:11,030 - mmaction - INFO - Epoch [36][520/2825] lr: 7.500e-03, eta: 2 days, 5:03:20, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7628, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.1844 2020-10-02 01:21:32,793 - mmaction - INFO - Epoch [36][540/2825] lr: 7.500e-03, eta: 2 days, 5:03:00, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7638, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.2759 2020-10-02 01:21:53,047 - mmaction - INFO - Epoch [36][560/2825] lr: 7.500e-03, eta: 2 days, 5:02:39, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7659, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.3485 2020-10-02 01:22:13,919 - mmaction - INFO - Epoch [36][580/2825] lr: 7.500e-03, eta: 2 days, 5:02:18, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.2732 2020-10-02 01:22:35,557 - mmaction - INFO - Epoch [36][600/2825] lr: 7.500e-03, eta: 2 days, 5:01:58, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7659, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.2523 2020-10-02 01:22:55,444 - mmaction - INFO - Epoch [36][620/2825] lr: 7.500e-03, eta: 2 days, 5:01:36, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.5398, top5_acc: 0.7630, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.2778 2020-10-02 01:23:16,400 - mmaction - INFO - Epoch [36][640/2825] lr: 7.500e-03, eta: 2 days, 5:01:15, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5487, top5_acc: 0.7812, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.2743 2020-10-02 01:23:37,172 - mmaction - INFO - Epoch [36][660/2825] lr: 7.500e-03, eta: 2 days, 5:00:54, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7539, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.3582 2020-10-02 01:23:57,315 - mmaction - INFO - Epoch [36][680/2825] lr: 7.500e-03, eta: 2 days, 5:00:32, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5664, top5_acc: 0.7802, loss_cls: 1.9376, loss: 1.9376, grad_norm: 5.1073 2020-10-02 01:24:18,704 - mmaction - INFO - Epoch [36][700/2825] lr: 7.500e-03, eta: 2 days, 5:00:12, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7630, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.4033 2020-10-02 01:24:38,941 - mmaction - INFO - Epoch [36][720/2825] lr: 7.500e-03, eta: 2 days, 4:59:50, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7646, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.3467 2020-10-02 01:25:00,612 - mmaction - INFO - Epoch [36][740/2825] lr: 7.500e-03, eta: 2 days, 4:59:30, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7568, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.3769 2020-10-02 01:25:20,332 - mmaction - INFO - Epoch [36][760/2825] lr: 7.500e-03, eta: 2 days, 4:59:07, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7674, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.3196 2020-10-02 01:25:41,443 - mmaction - INFO - Epoch [36][780/2825] lr: 7.500e-03, eta: 2 days, 4:58:47, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.2935 2020-10-02 01:26:01,595 - mmaction - INFO - Epoch [36][800/2825] lr: 7.500e-03, eta: 2 days, 4:58:25, time: 1.008, data_time: 0.021, memory: 8353, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 2.0028, loss: 2.0028, grad_norm: 5.2863 2020-10-02 01:26:22,043 - mmaction - INFO - Epoch [36][820/2825] lr: 7.500e-03, eta: 2 days, 4:58:03, time: 1.022, data_time: 0.017, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7664, loss_cls: 2.0483, loss: 2.0483, grad_norm: 5.2718 2020-10-02 01:26:43,949 - mmaction - INFO - Epoch [36][840/2825] lr: 7.500e-03, eta: 2 days, 4:57:44, time: 1.095, data_time: 0.004, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.4006 2020-10-02 01:27:04,342 - mmaction - INFO - Epoch [36][860/2825] lr: 7.500e-03, eta: 2 days, 4:57:23, time: 1.020, data_time: 0.065, memory: 8353, top1_acc: 0.5427, top5_acc: 0.7729, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.3698 2020-10-02 01:27:24,440 - mmaction - INFO - Epoch [36][880/2825] lr: 7.500e-03, eta: 2 days, 4:57:00, time: 1.004, data_time: 0.260, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7620, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.3731 2020-10-02 01:27:44,822 - mmaction - INFO - Epoch [36][900/2825] lr: 7.500e-03, eta: 2 days, 4:56:39, time: 1.020, data_time: 0.107, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7664, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.3078 2020-10-02 01:28:07,094 - mmaction - INFO - Epoch [36][920/2825] lr: 7.500e-03, eta: 2 days, 4:56:20, time: 1.113, data_time: 0.437, memory: 8353, top1_acc: 0.5440, top5_acc: 0.7667, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.3740 2020-10-02 01:28:27,572 - mmaction - INFO - Epoch [36][940/2825] lr: 7.500e-03, eta: 2 days, 4:55:59, time: 1.025, data_time: 0.412, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7628, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.3587 2020-10-02 01:28:47,390 - mmaction - INFO - Epoch [36][960/2825] lr: 7.500e-03, eta: 2 days, 4:55:36, time: 0.990, data_time: 0.375, memory: 8353, top1_acc: 0.5156, top5_acc: 0.7549, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.3298 2020-10-02 01:29:08,898 - mmaction - INFO - Epoch [36][980/2825] lr: 7.500e-03, eta: 2 days, 4:55:16, time: 1.076, data_time: 0.460, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7674, loss_cls: 2.0402, loss: 2.0402, grad_norm: 5.3009 2020-10-02 01:29:30,424 - mmaction - INFO - Epoch [36][1000/2825] lr: 7.500e-03, eta: 2 days, 4:54:57, time: 1.076, data_time: 0.463, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7641, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.3294 2020-10-02 01:29:50,367 - mmaction - INFO - Epoch [36][1020/2825] lr: 7.500e-03, eta: 2 days, 4:54:34, time: 0.996, data_time: 0.387, memory: 8353, top1_acc: 0.5469, top5_acc: 0.7833, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.1898 2020-10-02 01:30:11,309 - mmaction - INFO - Epoch [36][1040/2825] lr: 7.500e-03, eta: 2 days, 4:54:13, time: 1.049, data_time: 0.249, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7654, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.4328 2020-10-02 01:30:32,682 - mmaction - INFO - Epoch [36][1060/2825] lr: 7.500e-03, eta: 2 days, 4:53:53, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.2581 2020-10-02 01:30:52,683 - mmaction - INFO - Epoch [36][1080/2825] lr: 7.500e-03, eta: 2 days, 4:53:31, time: 1.001, data_time: 0.050, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7612, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.2792 2020-10-02 01:31:13,121 - mmaction - INFO - Epoch [36][1100/2825] lr: 7.500e-03, eta: 2 days, 4:53:09, time: 1.022, data_time: 0.027, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7646, loss_cls: 2.0452, loss: 2.0452, grad_norm: 5.3570 2020-10-02 01:31:35,313 - mmaction - INFO - Epoch [36][1120/2825] lr: 7.500e-03, eta: 2 days, 4:52:51, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7648, loss_cls: 2.0530, loss: 2.0530, grad_norm: 5.4470 2020-10-02 01:31:57,033 - mmaction - INFO - Epoch [36][1140/2825] lr: 7.500e-03, eta: 2 days, 4:52:32, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.2883 2020-10-02 01:32:16,954 - mmaction - INFO - Epoch [36][1160/2825] lr: 7.500e-03, eta: 2 days, 4:52:09, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7695, loss_cls: 2.0747, loss: 2.0747, grad_norm: 5.4647 2020-10-02 01:32:37,521 - mmaction - INFO - Epoch [36][1180/2825] lr: 7.500e-03, eta: 2 days, 4:51:48, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7651, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.3991 2020-10-02 01:32:58,285 - mmaction - INFO - Epoch [36][1200/2825] lr: 7.500e-03, eta: 2 days, 4:51:27, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7630, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.4380 2020-10-02 01:33:17,832 - mmaction - INFO - Epoch [36][1220/2825] lr: 7.500e-03, eta: 2 days, 4:51:03, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7703, loss_cls: 2.0130, loss: 2.0130, grad_norm: 5.3698 2020-10-02 01:33:38,745 - mmaction - INFO - Epoch [36][1240/2825] lr: 7.500e-03, eta: 2 days, 4:50:43, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7656, loss_cls: 2.0415, loss: 2.0415, grad_norm: 5.2869 2020-10-02 01:33:59,620 - mmaction - INFO - Epoch [36][1260/2825] lr: 7.500e-03, eta: 2 days, 4:50:22, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7646, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.2777 2020-10-02 01:34:20,078 - mmaction - INFO - Epoch [36][1280/2825] lr: 7.500e-03, eta: 2 days, 4:50:00, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7586, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.1621 2020-10-02 01:34:41,809 - mmaction - INFO - Epoch [36][1300/2825] lr: 7.500e-03, eta: 2 days, 4:49:41, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7646, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.3985 2020-10-02 01:35:01,559 - mmaction - INFO - Epoch [36][1320/2825] lr: 7.500e-03, eta: 2 days, 4:49:18, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.3133 2020-10-02 01:35:23,452 - mmaction - INFO - Epoch [36][1340/2825] lr: 7.500e-03, eta: 2 days, 4:48:59, time: 1.095, data_time: 0.011, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7677, loss_cls: 2.0479, loss: 2.0479, grad_norm: 5.3883 2020-10-02 01:35:44,241 - mmaction - INFO - Epoch [36][1360/2825] lr: 7.500e-03, eta: 2 days, 4:48:38, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7633, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.4286 2020-10-02 01:36:04,645 - mmaction - INFO - Epoch [36][1380/2825] lr: 7.500e-03, eta: 2 days, 4:48:16, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7573, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.3887 2020-10-02 01:36:25,044 - mmaction - INFO - Epoch [36][1400/2825] lr: 7.500e-03, eta: 2 days, 4:47:55, time: 1.020, data_time: 0.011, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7549, loss_cls: 2.1254, loss: 2.1254, grad_norm: 5.3919 2020-10-02 01:36:44,970 - mmaction - INFO - Epoch [36][1420/2825] lr: 7.500e-03, eta: 2 days, 4:47:32, time: 0.996, data_time: 0.159, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7591, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.3573 2020-10-02 01:37:06,870 - mmaction - INFO - Epoch [36][1440/2825] lr: 7.500e-03, eta: 2 days, 4:47:13, time: 1.095, data_time: 0.327, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7677, loss_cls: 2.0530, loss: 2.0530, grad_norm: 5.3631 2020-10-02 01:37:28,148 - mmaction - INFO - Epoch [36][1460/2825] lr: 7.500e-03, eta: 2 days, 4:46:53, time: 1.063, data_time: 0.035, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7609, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.3587 2020-10-02 01:37:49,916 - mmaction - INFO - Epoch [36][1480/2825] lr: 7.500e-03, eta: 2 days, 4:46:34, time: 1.089, data_time: 0.003, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7687, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.4367 2020-10-02 01:38:10,060 - mmaction - INFO - Epoch [36][1500/2825] lr: 7.500e-03, eta: 2 days, 4:46:12, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7737, loss_cls: 2.0027, loss: 2.0027, grad_norm: 5.2818 2020-10-02 01:38:29,701 - mmaction - INFO - Epoch [36][1520/2825] lr: 7.500e-03, eta: 2 days, 4:45:49, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7688, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.2938 2020-10-02 01:38:50,584 - mmaction - INFO - Epoch [36][1540/2825] lr: 7.500e-03, eta: 2 days, 4:45:28, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7596, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.3104 2020-10-02 01:39:10,980 - mmaction - INFO - Epoch [36][1560/2825] lr: 7.500e-03, eta: 2 days, 4:45:06, time: 1.020, data_time: 0.005, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7659, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.3044 2020-10-02 01:39:31,909 - mmaction - INFO - Epoch [36][1580/2825] lr: 7.500e-03, eta: 2 days, 4:44:45, time: 1.047, data_time: 0.023, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7622, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.4583 2020-10-02 01:39:52,576 - mmaction - INFO - Epoch [36][1600/2825] lr: 7.500e-03, eta: 2 days, 4:44:24, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7648, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.3225 2020-10-02 01:40:15,259 - mmaction - INFO - Epoch [36][1620/2825] lr: 7.500e-03, eta: 2 days, 4:44:06, time: 1.133, data_time: 0.011, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7521, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.3847 2020-10-02 01:40:35,061 - mmaction - INFO - Epoch [36][1640/2825] lr: 7.500e-03, eta: 2 days, 4:43:44, time: 0.990, data_time: 0.003, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7643, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.3134 2020-10-02 01:40:56,031 - mmaction - INFO - Epoch [36][1660/2825] lr: 7.500e-03, eta: 2 days, 4:43:23, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7628, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.3163 2020-10-02 01:41:16,027 - mmaction - INFO - Epoch [36][1680/2825] lr: 7.500e-03, eta: 2 days, 4:43:01, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7708, loss_cls: 2.0171, loss: 2.0171, grad_norm: 5.2528 2020-10-02 01:41:37,258 - mmaction - INFO - Epoch [36][1700/2825] lr: 7.500e-03, eta: 2 days, 4:42:40, time: 1.062, data_time: 0.004, memory: 8353, top1_acc: 0.5490, top5_acc: 0.7701, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.3145 2020-10-02 01:41:57,946 - mmaction - INFO - Epoch [36][1720/2825] lr: 7.500e-03, eta: 2 days, 4:42:19, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7513, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.4159 2020-10-02 01:42:18,596 - mmaction - INFO - Epoch [36][1740/2825] lr: 7.500e-03, eta: 2 days, 4:41:58, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.5198, top5_acc: 0.7617, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.4233 2020-10-02 01:42:39,487 - mmaction - INFO - Epoch [36][1760/2825] lr: 7.500e-03, eta: 2 days, 4:41:37, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7549, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.3317 2020-10-02 01:42:59,733 - mmaction - INFO - Epoch [36][1780/2825] lr: 7.500e-03, eta: 2 days, 4:41:15, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7711, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.3696 2020-10-02 01:43:21,142 - mmaction - INFO - Epoch [36][1800/2825] lr: 7.500e-03, eta: 2 days, 4:40:55, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7544, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.4255 2020-10-02 01:43:42,246 - mmaction - INFO - Epoch [36][1820/2825] lr: 7.500e-03, eta: 2 days, 4:40:35, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7638, loss_cls: 2.0757, loss: 2.0757, grad_norm: 5.3599 2020-10-02 01:44:02,601 - mmaction - INFO - Epoch [36][1840/2825] lr: 7.500e-03, eta: 2 days, 4:40:13, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7628, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.4288 2020-10-02 01:44:23,305 - mmaction - INFO - Epoch [36][1860/2825] lr: 7.500e-03, eta: 2 days, 4:39:52, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7724, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.2145 2020-10-02 01:44:44,375 - mmaction - INFO - Epoch [36][1880/2825] lr: 7.500e-03, eta: 2 days, 4:39:31, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.4115 2020-10-02 01:45:05,167 - mmaction - INFO - Epoch [36][1900/2825] lr: 7.500e-03, eta: 2 days, 4:39:11, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7643, loss_cls: 2.0613, loss: 2.0613, grad_norm: 5.2913 2020-10-02 01:45:25,789 - mmaction - INFO - Epoch [36][1920/2825] lr: 7.500e-03, eta: 2 days, 4:38:49, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7599, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.3404 2020-10-02 01:45:46,310 - mmaction - INFO - Epoch [36][1940/2825] lr: 7.500e-03, eta: 2 days, 4:38:28, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7589, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.3897 2020-10-02 01:46:06,475 - mmaction - INFO - Epoch [36][1960/2825] lr: 7.500e-03, eta: 2 days, 4:38:06, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7615, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.3141 2020-10-02 01:46:27,844 - mmaction - INFO - Epoch [36][1980/2825] lr: 7.500e-03, eta: 2 days, 4:37:46, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7526, loss_cls: 2.1285, loss: 2.1285, grad_norm: 5.4540 2020-10-02 01:46:48,482 - mmaction - INFO - Epoch [36][2000/2825] lr: 7.500e-03, eta: 2 days, 4:37:24, time: 1.033, data_time: 0.041, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7526, loss_cls: 2.1152, loss: 2.1152, grad_norm: 5.2624 2020-10-02 01:47:09,345 - mmaction - INFO - Epoch [36][2020/2825] lr: 7.500e-03, eta: 2 days, 4:37:04, time: 1.043, data_time: 0.074, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7544, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.2741 2020-10-02 01:47:30,524 - mmaction - INFO - Epoch [36][2040/2825] lr: 7.500e-03, eta: 2 days, 4:36:43, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7513, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.4430 2020-10-02 01:47:50,934 - mmaction - INFO - Epoch [36][2060/2825] lr: 7.500e-03, eta: 2 days, 4:36:22, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.3368 2020-10-02 01:48:12,048 - mmaction - INFO - Epoch [36][2080/2825] lr: 7.500e-03, eta: 2 days, 4:36:01, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5313, top5_acc: 0.7594, loss_cls: 2.0888, loss: 2.0888, grad_norm: 5.3375 2020-10-02 01:48:32,156 - mmaction - INFO - Epoch [36][2100/2825] lr: 7.500e-03, eta: 2 days, 4:35:39, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7638, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.3475 2020-10-02 01:48:51,771 - mmaction - INFO - Epoch [36][2120/2825] lr: 7.500e-03, eta: 2 days, 4:35:16, time: 0.982, data_time: 0.003, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7583, loss_cls: 2.1367, loss: 2.1367, grad_norm: 5.4959 2020-10-02 01:49:13,667 - mmaction - INFO - Epoch [36][2140/2825] lr: 7.500e-03, eta: 2 days, 4:34:57, time: 1.093, data_time: 0.001, memory: 8353, top1_acc: 0.5159, top5_acc: 0.7536, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.3754 2020-10-02 01:49:34,812 - mmaction - INFO - Epoch [36][2160/2825] lr: 7.500e-03, eta: 2 days, 4:34:37, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.5404, top5_acc: 0.7651, loss_cls: 2.0214, loss: 2.0214, grad_norm: 5.1924 2020-10-02 01:49:55,153 - mmaction - INFO - Epoch [36][2180/2825] lr: 7.500e-03, eta: 2 days, 4:34:15, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7635, loss_cls: 2.0502, loss: 2.0502, grad_norm: 5.3467 2020-10-02 01:50:16,142 - mmaction - INFO - Epoch [36][2200/2825] lr: 7.500e-03, eta: 2 days, 4:33:54, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7620, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.3158 2020-10-02 01:50:36,617 - mmaction - INFO - Epoch [36][2220/2825] lr: 7.500e-03, eta: 2 days, 4:33:33, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7547, loss_cls: 2.1065, loss: 2.1065, grad_norm: 5.3996 2020-10-02 01:50:56,324 - mmaction - INFO - Epoch [36][2240/2825] lr: 7.500e-03, eta: 2 days, 4:33:10, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7628, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.2703 2020-10-02 01:51:18,396 - mmaction - INFO - Epoch [36][2260/2825] lr: 7.500e-03, eta: 2 days, 4:32:51, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7617, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.3148 2020-10-02 01:51:38,906 - mmaction - INFO - Epoch [36][2280/2825] lr: 7.500e-03, eta: 2 days, 4:32:29, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7677, loss_cls: 2.0184, loss: 2.0184, grad_norm: 5.1788 2020-10-02 01:51:59,342 - mmaction - INFO - Epoch [36][2300/2825] lr: 7.500e-03, eta: 2 days, 4:32:08, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7542, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.3385 2020-10-02 01:52:20,010 - mmaction - INFO - Epoch [36][2320/2825] lr: 7.500e-03, eta: 2 days, 4:31:47, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7635, loss_cls: 2.0635, loss: 2.0635, grad_norm: 5.4317 2020-10-02 01:52:41,832 - mmaction - INFO - Epoch [36][2340/2825] lr: 7.500e-03, eta: 2 days, 4:31:27, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.3460 2020-10-02 01:53:01,750 - mmaction - INFO - Epoch [36][2360/2825] lr: 7.500e-03, eta: 2 days, 4:31:05, time: 0.996, data_time: 0.003, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7630, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.2501 2020-10-02 01:53:22,146 - mmaction - INFO - Epoch [36][2380/2825] lr: 7.500e-03, eta: 2 days, 4:30:43, time: 1.020, data_time: 0.003, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7523, loss_cls: 2.1126, loss: 2.1126, grad_norm: 5.4353 2020-10-02 01:53:42,964 - mmaction - INFO - Epoch [36][2400/2825] lr: 7.500e-03, eta: 2 days, 4:30:22, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7547, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.3211 2020-10-02 01:54:03,726 - mmaction - INFO - Epoch [36][2420/2825] lr: 7.500e-03, eta: 2 days, 4:30:01, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7688, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.3406 2020-10-02 01:54:25,642 - mmaction - INFO - Epoch [36][2440/2825] lr: 7.500e-03, eta: 2 days, 4:29:42, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7607, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.4333 2020-10-02 01:54:45,840 - mmaction - INFO - Epoch [36][2460/2825] lr: 7.500e-03, eta: 2 days, 4:29:20, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7560, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.3384 2020-10-02 01:55:06,246 - mmaction - INFO - Epoch [36][2480/2825] lr: 7.500e-03, eta: 2 days, 4:28:59, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7547, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.3543 2020-10-02 01:55:27,691 - mmaction - INFO - Epoch [36][2500/2825] lr: 7.500e-03, eta: 2 days, 4:28:39, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7604, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.3255 2020-10-02 01:55:48,088 - mmaction - INFO - Epoch [36][2520/2825] lr: 7.500e-03, eta: 2 days, 4:28:17, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7669, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.3314 2020-10-02 01:56:08,646 - mmaction - INFO - Epoch [36][2540/2825] lr: 7.500e-03, eta: 2 days, 4:27:56, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7586, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.3146 2020-10-02 01:56:29,449 - mmaction - INFO - Epoch [36][2560/2825] lr: 7.500e-03, eta: 2 days, 4:27:35, time: 1.040, data_time: 0.197, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7596, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.3050 2020-10-02 01:56:48,994 - mmaction - INFO - Epoch [36][2580/2825] lr: 7.500e-03, eta: 2 days, 4:27:11, time: 0.977, data_time: 0.173, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7521, loss_cls: 2.1315, loss: 2.1315, grad_norm: 5.3301 2020-10-02 01:57:10,544 - mmaction - INFO - Epoch [36][2600/2825] lr: 7.500e-03, eta: 2 days, 4:26:52, time: 1.078, data_time: 0.401, memory: 8353, top1_acc: 0.5224, top5_acc: 0.7646, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.3328 2020-10-02 01:57:31,293 - mmaction - INFO - Epoch [36][2620/2825] lr: 7.500e-03, eta: 2 days, 4:26:31, time: 1.037, data_time: 0.028, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.2608 2020-10-02 01:57:52,193 - mmaction - INFO - Epoch [36][2640/2825] lr: 7.500e-03, eta: 2 days, 4:26:10, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7685, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.3699 2020-10-02 01:58:12,187 - mmaction - INFO - Epoch [36][2660/2825] lr: 7.500e-03, eta: 2 days, 4:25:48, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7576, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.3436 2020-10-02 01:58:33,681 - mmaction - INFO - Epoch [36][2680/2825] lr: 7.500e-03, eta: 2 days, 4:25:28, time: 1.075, data_time: 0.088, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7596, loss_cls: 2.0969, loss: 2.0969, grad_norm: 5.2263 2020-10-02 01:58:53,749 - mmaction - INFO - Epoch [36][2700/2825] lr: 7.500e-03, eta: 2 days, 4:25:06, time: 1.004, data_time: 0.161, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7557, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.2898 2020-10-02 01:59:15,162 - mmaction - INFO - Epoch [36][2720/2825] lr: 7.500e-03, eta: 2 days, 4:24:46, time: 1.070, data_time: 0.040, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7711, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.1910 2020-10-02 01:59:34,746 - mmaction - INFO - Epoch [36][2740/2825] lr: 7.500e-03, eta: 2 days, 4:24:23, time: 0.980, data_time: 0.114, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7586, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.3174 2020-10-02 01:59:55,863 - mmaction - INFO - Epoch [36][2760/2825] lr: 7.500e-03, eta: 2 days, 4:24:02, time: 1.055, data_time: 0.034, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7760, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.4064 2020-10-02 02:00:18,006 - mmaction - INFO - Epoch [36][2780/2825] lr: 7.500e-03, eta: 2 days, 4:23:44, time: 1.107, data_time: 0.303, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7724, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.3431 2020-10-02 02:00:38,403 - mmaction - INFO - Epoch [36][2800/2825] lr: 7.500e-03, eta: 2 days, 4:23:22, time: 1.020, data_time: 0.160, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7591, loss_cls: 2.0906, loss: 2.0906, grad_norm: 5.2967 2020-10-02 02:01:00,590 - mmaction - INFO - Epoch [36][2820/2825] lr: 7.500e-03, eta: 2 days, 4:23:03, time: 1.109, data_time: 0.003, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7643, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.4090 2020-10-02 02:01:06,391 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-10-02 02:01:54,399 - mmaction - INFO - Epoch [37][20/2825] lr: 7.500e-03, eta: 2 days, 4:23:15, time: 2.355, data_time: 1.449, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7643, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.3679 2020-10-02 02:02:15,162 - mmaction - INFO - Epoch [37][40/2825] lr: 7.500e-03, eta: 2 days, 4:22:54, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7714, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.2177 2020-10-02 02:02:34,904 - mmaction - INFO - Epoch [37][60/2825] lr: 7.500e-03, eta: 2 days, 4:22:31, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7615, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.3362 2020-10-02 02:02:56,515 - mmaction - INFO - Epoch [37][80/2825] lr: 7.500e-03, eta: 2 days, 4:22:11, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5471, top5_acc: 0.7708, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.3321 2020-10-02 02:03:16,787 - mmaction - INFO - Epoch [37][100/2825] lr: 7.500e-03, eta: 2 days, 4:21:49, time: 1.014, data_time: 0.034, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7633, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.3567 2020-10-02 02:03:36,956 - mmaction - INFO - Epoch [37][120/2825] lr: 7.500e-03, eta: 2 days, 4:21:27, time: 1.008, data_time: 0.078, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7560, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.4089 2020-10-02 02:03:58,796 - mmaction - INFO - Epoch [37][140/2825] lr: 7.500e-03, eta: 2 days, 4:21:08, time: 1.092, data_time: 0.120, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7633, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.3661 2020-10-02 02:04:20,290 - mmaction - INFO - Epoch [37][160/2825] lr: 7.500e-03, eta: 2 days, 4:20:48, time: 1.074, data_time: 0.016, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7591, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.2745 2020-10-02 02:04:40,121 - mmaction - INFO - Epoch [37][180/2825] lr: 7.500e-03, eta: 2 days, 4:20:26, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5482, top5_acc: 0.7669, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.2153 2020-10-02 02:05:00,009 - mmaction - INFO - Epoch [37][200/2825] lr: 7.500e-03, eta: 2 days, 4:20:03, time: 0.996, data_time: 0.003, memory: 8353, top1_acc: 0.5398, top5_acc: 0.7693, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.2754 2020-10-02 02:05:21,272 - mmaction - INFO - Epoch [37][220/2825] lr: 7.500e-03, eta: 2 days, 4:19:43, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.5490, top5_acc: 0.7714, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.1598 2020-10-02 02:05:41,991 - mmaction - INFO - Epoch [37][240/2825] lr: 7.500e-03, eta: 2 days, 4:19:22, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5432, top5_acc: 0.7641, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.2916 2020-10-02 02:06:02,410 - mmaction - INFO - Epoch [37][260/2825] lr: 7.500e-03, eta: 2 days, 4:19:00, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7664, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.2692 2020-10-02 02:06:23,979 - mmaction - INFO - Epoch [37][280/2825] lr: 7.500e-03, eta: 2 days, 4:18:41, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.5456, top5_acc: 0.7687, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.3767 2020-10-02 02:06:42,993 - mmaction - INFO - Epoch [37][300/2825] lr: 7.500e-03, eta: 2 days, 4:18:16, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7609, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.3177 2020-10-02 02:07:04,636 - mmaction - INFO - Epoch [37][320/2825] lr: 7.500e-03, eta: 2 days, 4:17:57, time: 1.081, data_time: 0.055, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7536, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.3859 2020-10-02 02:07:25,411 - mmaction - INFO - Epoch [37][340/2825] lr: 7.500e-03, eta: 2 days, 4:17:36, time: 1.038, data_time: 0.197, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 2.0199, loss: 2.0199, grad_norm: 5.3111 2020-10-02 02:07:45,815 - mmaction - INFO - Epoch [37][360/2825] lr: 7.500e-03, eta: 2 days, 4:17:14, time: 1.021, data_time: 0.165, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7638, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.2488 2020-10-02 02:08:07,030 - mmaction - INFO - Epoch [37][380/2825] lr: 7.500e-03, eta: 2 days, 4:16:54, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7687, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.3487 2020-10-02 02:08:28,032 - mmaction - INFO - Epoch [37][400/2825] lr: 7.500e-03, eta: 2 days, 4:16:33, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7716, loss_cls: 1.9911, loss: 1.9911, grad_norm: 5.2948 2020-10-02 02:08:48,307 - mmaction - INFO - Epoch [37][420/2825] lr: 7.500e-03, eta: 2 days, 4:16:11, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.4440 2020-10-02 02:09:08,940 - mmaction - INFO - Epoch [37][440/2825] lr: 7.500e-03, eta: 2 days, 4:15:50, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7638, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.4182 2020-10-02 02:09:29,435 - mmaction - INFO - Epoch [37][460/2825] lr: 7.500e-03, eta: 2 days, 4:15:29, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7690, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.3936 2020-10-02 02:09:50,161 - mmaction - INFO - Epoch [37][480/2825] lr: 7.500e-03, eta: 2 days, 4:15:08, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5474, top5_acc: 0.7682, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.2307 2020-10-02 02:10:10,299 - mmaction - INFO - Epoch [37][500/2825] lr: 7.500e-03, eta: 2 days, 4:14:45, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.5479, top5_acc: 0.7685, loss_cls: 2.0251, loss: 2.0251, grad_norm: 5.3461 2020-10-02 02:10:30,906 - mmaction - INFO - Epoch [37][520/2825] lr: 7.500e-03, eta: 2 days, 4:14:24, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7633, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.3173 2020-10-02 02:10:53,708 - mmaction - INFO - Epoch [37][540/2825] lr: 7.500e-03, eta: 2 days, 4:14:07, time: 1.140, data_time: 0.002, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7594, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.2704 2020-10-02 02:11:12,750 - mmaction - INFO - Epoch [37][560/2825] lr: 7.500e-03, eta: 2 days, 4:13:43, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7589, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.3469 2020-10-02 02:11:33,352 - mmaction - INFO - Epoch [37][580/2825] lr: 7.500e-03, eta: 2 days, 4:13:21, time: 1.030, data_time: 0.038, memory: 8353, top1_acc: 0.5448, top5_acc: 0.7721, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.3833 2020-10-02 02:11:55,615 - mmaction - INFO - Epoch [37][600/2825] lr: 7.500e-03, eta: 2 days, 4:13:03, time: 1.112, data_time: 0.269, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7661, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.3202 2020-10-02 02:12:15,688 - mmaction - INFO - Epoch [37][620/2825] lr: 7.500e-03, eta: 2 days, 4:12:41, time: 1.005, data_time: 0.004, memory: 8353, top1_acc: 0.5492, top5_acc: 0.7690, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.3321 2020-10-02 02:12:36,574 - mmaction - INFO - Epoch [37][640/2825] lr: 7.500e-03, eta: 2 days, 4:12:20, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.5232, top5_acc: 0.7596, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.4609 2020-10-02 02:12:58,050 - mmaction - INFO - Epoch [37][660/2825] lr: 7.500e-03, eta: 2 days, 4:12:00, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7786, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.3839 2020-10-02 02:13:19,083 - mmaction - INFO - Epoch [37][680/2825] lr: 7.500e-03, eta: 2 days, 4:11:39, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7755, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.3010 2020-10-02 02:13:38,269 - mmaction - INFO - Epoch [37][700/2825] lr: 7.500e-03, eta: 2 days, 4:11:16, time: 0.960, data_time: 0.003, memory: 8353, top1_acc: 0.5505, top5_acc: 0.7638, loss_cls: 2.0350, loss: 2.0350, grad_norm: 5.3438 2020-10-02 02:13:59,554 - mmaction - INFO - Epoch [37][720/2825] lr: 7.500e-03, eta: 2 days, 4:10:55, time: 1.063, data_time: 0.193, memory: 8353, top1_acc: 0.5422, top5_acc: 0.7651, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.2999 2020-10-02 02:14:20,199 - mmaction - INFO - Epoch [37][740/2825] lr: 7.500e-03, eta: 2 days, 4:10:34, time: 1.033, data_time: 0.124, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7596, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.3494 2020-10-02 02:14:40,141 - mmaction - INFO - Epoch [37][760/2825] lr: 7.500e-03, eta: 2 days, 4:10:12, time: 0.997, data_time: 0.116, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7667, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.3150 2020-10-02 02:15:01,478 - mmaction - INFO - Epoch [37][780/2825] lr: 7.500e-03, eta: 2 days, 4:09:52, time: 1.068, data_time: 0.166, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7529, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.4058 2020-10-02 02:15:21,973 - mmaction - INFO - Epoch [37][800/2825] lr: 7.500e-03, eta: 2 days, 4:09:30, time: 1.024, data_time: 0.107, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7622, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.4909 2020-10-02 02:15:42,441 - mmaction - INFO - Epoch [37][820/2825] lr: 7.500e-03, eta: 2 days, 4:09:09, time: 1.023, data_time: 0.351, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7609, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.4403 2020-10-02 02:16:04,716 - mmaction - INFO - Epoch [37][840/2825] lr: 7.500e-03, eta: 2 days, 4:08:50, time: 1.114, data_time: 0.491, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7656, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.3543 2020-10-02 02:16:23,696 - mmaction - INFO - Epoch [37][860/2825] lr: 7.500e-03, eta: 2 days, 4:08:26, time: 0.950, data_time: 0.213, memory: 8353, top1_acc: 0.5456, top5_acc: 0.7682, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.3439 2020-10-02 02:16:45,063 - mmaction - INFO - Epoch [37][880/2825] lr: 7.500e-03, eta: 2 days, 4:08:06, time: 1.068, data_time: 0.035, memory: 8353, top1_acc: 0.5307, top5_acc: 0.7594, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.3490 2020-10-02 02:17:04,968 - mmaction - INFO - Epoch [37][900/2825] lr: 7.500e-03, eta: 2 days, 4:07:44, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7633, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.3783 2020-10-02 02:17:26,625 - mmaction - INFO - Epoch [37][920/2825] lr: 7.500e-03, eta: 2 days, 4:07:24, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.5398, top5_acc: 0.7745, loss_cls: 2.0057, loss: 2.0057, grad_norm: 5.3249 2020-10-02 02:17:46,945 - mmaction - INFO - Epoch [37][940/2825] lr: 7.500e-03, eta: 2 days, 4:07:02, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7542, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.3963 2020-10-02 02:18:06,405 - mmaction - INFO - Epoch [37][960/2825] lr: 7.500e-03, eta: 2 days, 4:06:39, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5174, top5_acc: 0.7570, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.4120 2020-10-02 02:18:27,931 - mmaction - INFO - Epoch [37][980/2825] lr: 7.500e-03, eta: 2 days, 4:06:19, time: 1.077, data_time: 0.007, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7565, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.3667 2020-10-02 02:18:48,627 - mmaction - INFO - Epoch [37][1000/2825] lr: 7.500e-03, eta: 2 days, 4:05:58, time: 1.035, data_time: 0.098, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7672, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.2468 2020-10-02 02:19:09,633 - mmaction - INFO - Epoch [37][1020/2825] lr: 7.500e-03, eta: 2 days, 4:05:37, time: 1.051, data_time: 0.271, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7701, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.2320 2020-10-02 02:19:30,057 - mmaction - INFO - Epoch [37][1040/2825] lr: 7.500e-03, eta: 2 days, 4:05:16, time: 1.021, data_time: 0.310, memory: 8353, top1_acc: 0.5427, top5_acc: 0.7583, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.3056 2020-10-02 02:19:50,633 - mmaction - INFO - Epoch [37][1060/2825] lr: 7.500e-03, eta: 2 days, 4:04:54, time: 1.029, data_time: 0.096, memory: 8353, top1_acc: 0.5448, top5_acc: 0.7763, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.2824 2020-10-02 02:20:12,136 - mmaction - INFO - Epoch [37][1080/2825] lr: 7.500e-03, eta: 2 days, 4:04:35, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.5172, top5_acc: 0.7622, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.3609 2020-10-02 02:20:33,051 - mmaction - INFO - Epoch [37][1100/2825] lr: 7.500e-03, eta: 2 days, 4:04:14, time: 1.047, data_time: 0.004, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7729, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.4343 2020-10-02 02:20:53,091 - mmaction - INFO - Epoch [37][1120/2825] lr: 7.500e-03, eta: 2 days, 4:03:52, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7740, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.3664 2020-10-02 02:21:12,956 - mmaction - INFO - Epoch [37][1140/2825] lr: 7.500e-03, eta: 2 days, 4:03:29, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7721, loss_cls: 2.0334, loss: 2.0334, grad_norm: 5.3443 2020-10-02 02:21:33,962 - mmaction - INFO - Epoch [37][1160/2825] lr: 7.500e-03, eta: 2 days, 4:03:08, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7510, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.2902 2020-10-02 02:21:54,256 - mmaction - INFO - Epoch [37][1180/2825] lr: 7.500e-03, eta: 2 days, 4:02:47, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7594, loss_cls: 2.0752, loss: 2.0752, grad_norm: 5.3583 2020-10-02 02:22:15,521 - mmaction - INFO - Epoch [37][1200/2825] lr: 7.500e-03, eta: 2 days, 4:02:26, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7714, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.3435 2020-10-02 02:22:35,389 - mmaction - INFO - Epoch [37][1220/2825] lr: 7.500e-03, eta: 2 days, 4:02:04, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.2919 2020-10-02 02:22:56,872 - mmaction - INFO - Epoch [37][1240/2825] lr: 7.500e-03, eta: 2 days, 4:01:44, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.3236 2020-10-02 02:23:17,317 - mmaction - INFO - Epoch [37][1260/2825] lr: 7.500e-03, eta: 2 days, 4:01:22, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7568, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.3765 2020-10-02 02:23:39,421 - mmaction - INFO - Epoch [37][1280/2825] lr: 7.500e-03, eta: 2 days, 4:01:04, time: 1.105, data_time: 0.001, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.4150 2020-10-02 02:23:59,741 - mmaction - INFO - Epoch [37][1300/2825] lr: 7.500e-03, eta: 2 days, 4:00:42, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7518, loss_cls: 2.0772, loss: 2.0772, grad_norm: 5.2525 2020-10-02 02:24:20,643 - mmaction - INFO - Epoch [37][1320/2825] lr: 7.500e-03, eta: 2 days, 4:00:21, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7698, loss_cls: 2.0363, loss: 2.0363, grad_norm: 5.3396 2020-10-02 02:24:42,195 - mmaction - INFO - Epoch [37][1340/2825] lr: 7.500e-03, eta: 2 days, 4:00:02, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.3678 2020-10-02 02:25:01,948 - mmaction - INFO - Epoch [37][1360/2825] lr: 7.500e-03, eta: 2 days, 3:59:39, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5398, top5_acc: 0.7635, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.3350 2020-10-02 02:25:23,397 - mmaction - INFO - Epoch [37][1380/2825] lr: 7.500e-03, eta: 2 days, 3:59:19, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7714, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.3985 2020-10-02 02:25:44,404 - mmaction - INFO - Epoch [37][1400/2825] lr: 7.500e-03, eta: 2 days, 3:58:58, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7615, loss_cls: 2.0757, loss: 2.0757, grad_norm: 5.4121 2020-10-02 02:26:04,882 - mmaction - INFO - Epoch [37][1420/2825] lr: 7.500e-03, eta: 2 days, 3:58:37, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7690, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.3360 2020-10-02 02:26:25,810 - mmaction - INFO - Epoch [37][1440/2825] lr: 7.500e-03, eta: 2 days, 3:58:16, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7693, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.3640 2020-10-02 02:26:44,642 - mmaction - INFO - Epoch [37][1460/2825] lr: 7.500e-03, eta: 2 days, 3:57:52, time: 0.941, data_time: 0.002, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7570, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.3245 2020-10-02 02:27:05,415 - mmaction - INFO - Epoch [37][1480/2825] lr: 7.500e-03, eta: 2 days, 3:57:31, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7646, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.3568 2020-10-02 02:27:27,082 - mmaction - INFO - Epoch [37][1500/2825] lr: 7.500e-03, eta: 2 days, 3:57:11, time: 1.084, data_time: 0.003, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7648, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.3345 2020-10-02 02:27:47,394 - mmaction - INFO - Epoch [37][1520/2825] lr: 7.500e-03, eta: 2 days, 3:56:49, time: 1.015, data_time: 0.004, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7607, loss_cls: 2.0711, loss: 2.0711, grad_norm: 5.3864 2020-10-02 02:28:08,532 - mmaction - INFO - Epoch [37][1540/2825] lr: 7.500e-03, eta: 2 days, 3:56:29, time: 1.058, data_time: 0.043, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7698, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.3470 2020-10-02 02:28:28,329 - mmaction - INFO - Epoch [37][1560/2825] lr: 7.500e-03, eta: 2 days, 3:56:06, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7685, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.3007 2020-10-02 02:28:48,794 - mmaction - INFO - Epoch [37][1580/2825] lr: 7.500e-03, eta: 2 days, 3:55:45, time: 1.024, data_time: 0.004, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7646, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.3590 2020-10-02 02:29:09,736 - mmaction - INFO - Epoch [37][1600/2825] lr: 7.500e-03, eta: 2 days, 3:55:24, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7518, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.2999 2020-10-02 02:29:30,497 - mmaction - INFO - Epoch [37][1620/2825] lr: 7.500e-03, eta: 2 days, 3:55:03, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7682, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.3354 2020-10-02 02:29:52,440 - mmaction - INFO - Epoch [37][1640/2825] lr: 7.500e-03, eta: 2 days, 3:54:44, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7664, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.2795 2020-10-02 02:30:13,458 - mmaction - INFO - Epoch [37][1660/2825] lr: 7.500e-03, eta: 2 days, 3:54:23, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5427, top5_acc: 0.7797, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.2797 2020-10-02 02:30:33,555 - mmaction - INFO - Epoch [37][1680/2825] lr: 7.500e-03, eta: 2 days, 3:54:01, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7750, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.4135 2020-10-02 02:30:54,015 - mmaction - INFO - Epoch [37][1700/2825] lr: 7.500e-03, eta: 2 days, 3:53:40, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5214, top5_acc: 0.7568, loss_cls: 2.1034, loss: 2.1034, grad_norm: 5.3675 2020-10-02 02:31:15,774 - mmaction - INFO - Epoch [37][1720/2825] lr: 7.500e-03, eta: 2 days, 3:53:20, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.5497, top5_acc: 0.7680, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.3230 2020-10-02 02:31:36,374 - mmaction - INFO - Epoch [37][1740/2825] lr: 7.500e-03, eta: 2 days, 3:52:59, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7539, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.4849 2020-10-02 02:31:57,112 - mmaction - INFO - Epoch [37][1760/2825] lr: 7.500e-03, eta: 2 days, 3:52:38, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7628, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.3384 2020-10-02 02:32:18,427 - mmaction - INFO - Epoch [37][1780/2825] lr: 7.500e-03, eta: 2 days, 3:52:18, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.5438, top5_acc: 0.7635, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.2826 2020-10-02 02:32:37,899 - mmaction - INFO - Epoch [37][1800/2825] lr: 7.500e-03, eta: 2 days, 3:51:54, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.4054 2020-10-02 02:32:59,375 - mmaction - INFO - Epoch [37][1820/2825] lr: 7.500e-03, eta: 2 days, 3:51:35, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5161, top5_acc: 0.7526, loss_cls: 2.1400, loss: 2.1400, grad_norm: 5.4146 2020-10-02 02:33:20,369 - mmaction - INFO - Epoch [37][1840/2825] lr: 7.500e-03, eta: 2 days, 3:51:14, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7687, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.3706 2020-10-02 02:33:40,680 - mmaction - INFO - Epoch [37][1860/2825] lr: 7.500e-03, eta: 2 days, 3:50:52, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7628, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.4013 2020-10-02 02:34:01,018 - mmaction - INFO - Epoch [37][1880/2825] lr: 7.500e-03, eta: 2 days, 3:50:30, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7651, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.2107 2020-10-02 02:34:22,520 - mmaction - INFO - Epoch [37][1900/2825] lr: 7.500e-03, eta: 2 days, 3:50:11, time: 1.076, data_time: 0.092, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.4155 2020-10-02 02:34:43,036 - mmaction - INFO - Epoch [37][1920/2825] lr: 7.500e-03, eta: 2 days, 3:49:49, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7594, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.3563 2020-10-02 02:35:04,567 - mmaction - INFO - Epoch [37][1940/2825] lr: 7.500e-03, eta: 2 days, 3:49:30, time: 1.077, data_time: 0.005, memory: 8353, top1_acc: 0.5247, top5_acc: 0.7667, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.4021 2020-10-02 02:35:25,643 - mmaction - INFO - Epoch [37][1960/2825] lr: 7.500e-03, eta: 2 days, 3:49:09, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5255, top5_acc: 0.7609, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.3931 2020-10-02 02:35:44,666 - mmaction - INFO - Epoch [37][1980/2825] lr: 7.500e-03, eta: 2 days, 3:48:45, time: 0.951, data_time: 0.001, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.2501 2020-10-02 02:36:05,308 - mmaction - INFO - Epoch [37][2000/2825] lr: 7.500e-03, eta: 2 days, 3:48:24, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7680, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.2756 2020-10-02 02:36:25,824 - mmaction - INFO - Epoch [37][2020/2825] lr: 7.500e-03, eta: 2 days, 3:48:02, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7562, loss_cls: 2.0620, loss: 2.0620, grad_norm: 5.2370 2020-10-02 02:36:46,490 - mmaction - INFO - Epoch [37][2040/2825] lr: 7.500e-03, eta: 2 days, 3:47:41, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7706, loss_cls: 2.0339, loss: 2.0339, grad_norm: 5.2558 2020-10-02 02:37:07,324 - mmaction - INFO - Epoch [37][2060/2825] lr: 7.500e-03, eta: 2 days, 3:47:20, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5216, top5_acc: 0.7604, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.3645 2020-10-02 02:37:27,434 - mmaction - INFO - Epoch [37][2080/2825] lr: 7.500e-03, eta: 2 days, 3:46:58, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7677, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.3699 2020-10-02 02:37:47,819 - mmaction - INFO - Epoch [37][2100/2825] lr: 7.500e-03, eta: 2 days, 3:46:36, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7630, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.3453 2020-10-02 02:38:08,524 - mmaction - INFO - Epoch [37][2120/2825] lr: 7.500e-03, eta: 2 days, 3:46:15, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5201, top5_acc: 0.7518, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.4232 2020-10-02 02:38:29,221 - mmaction - INFO - Epoch [37][2140/2825] lr: 7.500e-03, eta: 2 days, 3:45:54, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7620, loss_cls: 2.0378, loss: 2.0378, grad_norm: 5.4023 2020-10-02 02:38:48,891 - mmaction - INFO - Epoch [37][2160/2825] lr: 7.500e-03, eta: 2 days, 3:45:31, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7440, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.3873 2020-10-02 02:39:09,913 - mmaction - INFO - Epoch [37][2180/2825] lr: 7.500e-03, eta: 2 days, 3:45:11, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.5458, top5_acc: 0.7737, loss_cls: 2.0260, loss: 2.0260, grad_norm: 5.2597 2020-10-02 02:39:31,206 - mmaction - INFO - Epoch [37][2200/2825] lr: 7.500e-03, eta: 2 days, 3:44:50, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7638, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.3761 2020-10-02 02:39:51,450 - mmaction - INFO - Epoch [37][2220/2825] lr: 7.500e-03, eta: 2 days, 3:44:29, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7620, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.3589 2020-10-02 02:40:11,311 - mmaction - INFO - Epoch [37][2240/2825] lr: 7.500e-03, eta: 2 days, 3:44:06, time: 0.993, data_time: 0.104, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7510, loss_cls: 2.0530, loss: 2.0530, grad_norm: 5.3031 2020-10-02 02:40:32,859 - mmaction - INFO - Epoch [37][2260/2825] lr: 7.500e-03, eta: 2 days, 3:43:46, time: 1.078, data_time: 0.124, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.3795 2020-10-02 02:40:53,604 - mmaction - INFO - Epoch [37][2280/2825] lr: 7.500e-03, eta: 2 days, 3:43:25, time: 1.037, data_time: 0.020, memory: 8353, top1_acc: 0.5440, top5_acc: 0.7760, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.2501 2020-10-02 02:41:14,733 - mmaction - INFO - Epoch [37][2300/2825] lr: 7.500e-03, eta: 2 days, 3:43:05, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7646, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.3857 2020-10-02 02:41:36,085 - mmaction - INFO - Epoch [37][2320/2825] lr: 7.500e-03, eta: 2 days, 3:42:45, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.5245, top5_acc: 0.7555, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.4857 2020-10-02 02:41:55,010 - mmaction - INFO - Epoch [37][2340/2825] lr: 7.500e-03, eta: 2 days, 3:42:21, time: 0.946, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7648, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.4561 2020-10-02 02:42:17,363 - mmaction - INFO - Epoch [37][2360/2825] lr: 7.500e-03, eta: 2 days, 3:42:02, time: 1.118, data_time: 0.002, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7521, loss_cls: 2.0902, loss: 2.0902, grad_norm: 5.3374 2020-10-02 02:42:37,805 - mmaction - INFO - Epoch [37][2380/2825] lr: 7.500e-03, eta: 2 days, 3:41:41, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7458, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.3588 2020-10-02 02:42:57,945 - mmaction - INFO - Epoch [37][2400/2825] lr: 7.500e-03, eta: 2 days, 3:41:19, time: 1.007, data_time: 0.016, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.3739 2020-10-02 02:43:17,788 - mmaction - INFO - Epoch [37][2420/2825] lr: 7.500e-03, eta: 2 days, 3:40:56, time: 0.992, data_time: 0.025, memory: 8353, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.2585 2020-10-02 02:43:38,613 - mmaction - INFO - Epoch [37][2440/2825] lr: 7.500e-03, eta: 2 days, 3:40:35, time: 1.042, data_time: 0.048, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7682, loss_cls: 2.0486, loss: 2.0486, grad_norm: 5.3406 2020-10-02 02:43:58,051 - mmaction - INFO - Epoch [37][2460/2825] lr: 7.500e-03, eta: 2 days, 3:40:12, time: 0.972, data_time: 0.034, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7576, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.2978 2020-10-02 02:44:19,925 - mmaction - INFO - Epoch [37][2480/2825] lr: 7.500e-03, eta: 2 days, 3:39:53, time: 1.093, data_time: 0.001, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7711, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.3785 2020-10-02 02:44:40,568 - mmaction - INFO - Epoch [37][2500/2825] lr: 7.500e-03, eta: 2 days, 3:39:31, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7635, loss_cls: 2.0674, loss: 2.0674, grad_norm: 5.3861 2020-10-02 02:45:00,341 - mmaction - INFO - Epoch [37][2520/2825] lr: 7.500e-03, eta: 2 days, 3:39:09, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7638, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.3549 2020-10-02 02:45:21,727 - mmaction - INFO - Epoch [37][2540/2825] lr: 7.500e-03, eta: 2 days, 3:38:49, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.3006 2020-10-02 02:45:42,542 - mmaction - INFO - Epoch [37][2560/2825] lr: 7.500e-03, eta: 2 days, 3:38:28, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.5477, top5_acc: 0.7654, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.2345 2020-10-02 02:46:02,950 - mmaction - INFO - Epoch [37][2580/2825] lr: 7.500e-03, eta: 2 days, 3:38:06, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.3427 2020-10-02 02:46:24,126 - mmaction - INFO - Epoch [37][2600/2825] lr: 7.500e-03, eta: 2 days, 3:37:46, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7651, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.3068 2020-10-02 02:46:44,786 - mmaction - INFO - Epoch [37][2620/2825] lr: 7.500e-03, eta: 2 days, 3:37:25, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7714, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.2910 2020-10-02 02:47:04,150 - mmaction - INFO - Epoch [37][2640/2825] lr: 7.500e-03, eta: 2 days, 3:37:01, time: 0.967, data_time: 0.001, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7617, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.3530 2020-10-02 02:47:25,640 - mmaction - INFO - Epoch [37][2660/2825] lr: 7.500e-03, eta: 2 days, 3:36:41, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7667, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.4349 2020-10-02 02:47:46,257 - mmaction - INFO - Epoch [37][2680/2825] lr: 7.500e-03, eta: 2 days, 3:36:20, time: 1.031, data_time: 0.006, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7526, loss_cls: 2.1077, loss: 2.1077, grad_norm: 5.2929 2020-10-02 02:48:06,938 - mmaction - INFO - Epoch [37][2700/2825] lr: 7.500e-03, eta: 2 days, 3:35:59, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7693, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.3161 2020-10-02 02:48:27,558 - mmaction - INFO - Epoch [37][2720/2825] lr: 7.500e-03, eta: 2 days, 3:35:38, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.4189 2020-10-02 02:48:48,740 - mmaction - INFO - Epoch [37][2740/2825] lr: 7.500e-03, eta: 2 days, 3:35:17, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7609, loss_cls: 2.0527, loss: 2.0527, grad_norm: 5.2823 2020-10-02 02:49:08,614 - mmaction - INFO - Epoch [37][2760/2825] lr: 7.500e-03, eta: 2 days, 3:34:55, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7643, loss_cls: 2.0830, loss: 2.0830, grad_norm: 5.4036 2020-10-02 02:49:29,483 - mmaction - INFO - Epoch [37][2780/2825] lr: 7.500e-03, eta: 2 days, 3:34:34, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5240, top5_acc: 0.7557, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.3871 2020-10-02 02:49:50,001 - mmaction - INFO - Epoch [37][2800/2825] lr: 7.500e-03, eta: 2 days, 3:34:13, time: 1.028, data_time: 0.004, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7586, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.4023 2020-10-02 02:50:10,903 - mmaction - INFO - Epoch [37][2820/2825] lr: 7.500e-03, eta: 2 days, 3:33:52, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5456, top5_acc: 0.7724, loss_cls: 2.0169, loss: 2.0169, grad_norm: 5.2110 2020-10-02 02:50:16,071 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-10-02 02:51:02,492 - mmaction - INFO - Epoch [38][20/2825] lr: 7.500e-03, eta: 2 days, 3:33:58, time: 2.265, data_time: 1.183, memory: 8353, top1_acc: 0.5458, top5_acc: 0.7659, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.2028 2020-10-02 02:51:24,744 - mmaction - INFO - Epoch [38][40/2825] lr: 7.500e-03, eta: 2 days, 3:33:40, time: 1.114, data_time: 0.003, memory: 8353, top1_acc: 0.5492, top5_acc: 0.7771, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.2677 2020-10-02 02:51:44,747 - mmaction - INFO - Epoch [38][60/2825] lr: 7.500e-03, eta: 2 days, 3:33:18, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7565, loss_cls: 2.0635, loss: 2.0635, grad_norm: 5.2792 2020-10-02 02:52:05,953 - mmaction - INFO - Epoch [38][80/2825] lr: 7.500e-03, eta: 2 days, 3:32:57, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5581, top5_acc: 0.7747, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.2160 2020-10-02 02:52:27,075 - mmaction - INFO - Epoch [38][100/2825] lr: 7.500e-03, eta: 2 days, 3:32:37, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 2.0350, loss: 2.0350, grad_norm: 5.3964 2020-10-02 02:52:47,261 - mmaction - INFO - Epoch [38][120/2825] lr: 7.500e-03, eta: 2 days, 3:32:15, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7539, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.3643 2020-10-02 02:53:07,961 - mmaction - INFO - Epoch [38][140/2825] lr: 7.500e-03, eta: 2 days, 3:31:54, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5479, top5_acc: 0.7768, loss_cls: 1.9651, loss: 1.9651, grad_norm: 5.2131 2020-10-02 02:53:28,668 - mmaction - INFO - Epoch [38][160/2825] lr: 7.500e-03, eta: 2 days, 3:31:33, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5482, top5_acc: 0.7617, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.2315 2020-10-02 02:53:49,661 - mmaction - INFO - Epoch [38][180/2825] lr: 7.500e-03, eta: 2 days, 3:31:12, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7667, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.3846 2020-10-02 02:54:10,399 - mmaction - INFO - Epoch [38][200/2825] lr: 7.500e-03, eta: 2 days, 3:30:51, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5445, top5_acc: 0.7747, loss_cls: 1.9788, loss: 1.9788, grad_norm: 5.2948 2020-10-02 02:54:31,240 - mmaction - INFO - Epoch [38][220/2825] lr: 7.500e-03, eta: 2 days, 3:30:30, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.5458, top5_acc: 0.7680, loss_cls: 2.0177, loss: 2.0177, grad_norm: 5.3732 2020-10-02 02:54:52,215 - mmaction - INFO - Epoch [38][240/2825] lr: 7.500e-03, eta: 2 days, 3:30:09, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7552, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.3149 2020-10-02 02:55:14,001 - mmaction - INFO - Epoch [38][260/2825] lr: 7.500e-03, eta: 2 days, 3:29:50, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7664, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.4302 2020-10-02 02:55:33,225 - mmaction - INFO - Epoch [38][280/2825] lr: 7.500e-03, eta: 2 days, 3:29:26, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.2895 2020-10-02 02:55:54,754 - mmaction - INFO - Epoch [38][300/2825] lr: 7.500e-03, eta: 2 days, 3:29:07, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.5219, top5_acc: 0.7677, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.3838 2020-10-02 02:56:14,642 - mmaction - INFO - Epoch [38][320/2825] lr: 7.500e-03, eta: 2 days, 3:28:44, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5380, top5_acc: 0.7656, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.4488 2020-10-02 02:56:35,279 - mmaction - INFO - Epoch [38][340/2825] lr: 7.500e-03, eta: 2 days, 3:28:23, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7661, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.4127 2020-10-02 02:56:56,047 - mmaction - INFO - Epoch [38][360/2825] lr: 7.500e-03, eta: 2 days, 3:28:02, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7753, loss_cls: 2.0140, loss: 2.0140, grad_norm: 5.1817 2020-10-02 02:57:15,899 - mmaction - INFO - Epoch [38][380/2825] lr: 7.500e-03, eta: 2 days, 3:27:39, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7685, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.3323 2020-10-02 02:57:36,489 - mmaction - INFO - Epoch [38][400/2825] lr: 7.500e-03, eta: 2 days, 3:27:18, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7687, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.3573 2020-10-02 02:57:57,448 - mmaction - INFO - Epoch [38][420/2825] lr: 7.500e-03, eta: 2 days, 3:26:57, time: 1.048, data_time: 0.003, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7729, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.2182 2020-10-02 02:58:19,933 - mmaction - INFO - Epoch [38][440/2825] lr: 7.500e-03, eta: 2 days, 3:26:39, time: 1.125, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7685, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.3430 2020-10-02 02:58:39,092 - mmaction - INFO - Epoch [38][460/2825] lr: 7.500e-03, eta: 2 days, 3:26:15, time: 0.958, data_time: 0.001, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7534, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.3321 2020-10-02 02:59:00,424 - mmaction - INFO - Epoch [38][480/2825] lr: 7.500e-03, eta: 2 days, 3:25:55, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7615, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.3801 2020-10-02 02:59:20,500 - mmaction - INFO - Epoch [38][500/2825] lr: 7.500e-03, eta: 2 days, 3:25:33, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7695, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.2425 2020-10-02 02:59:42,408 - mmaction - INFO - Epoch [38][520/2825] lr: 7.500e-03, eta: 2 days, 3:25:14, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7656, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.2694 2020-10-02 03:00:03,412 - mmaction - INFO - Epoch [38][540/2825] lr: 7.500e-03, eta: 2 days, 3:24:53, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7693, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.3495 2020-10-02 03:00:24,627 - mmaction - INFO - Epoch [38][560/2825] lr: 7.500e-03, eta: 2 days, 3:24:33, time: 1.062, data_time: 0.003, memory: 8353, top1_acc: 0.5305, top5_acc: 0.7716, loss_cls: 2.0309, loss: 2.0309, grad_norm: 5.2435 2020-10-02 03:00:45,352 - mmaction - INFO - Epoch [38][580/2825] lr: 7.500e-03, eta: 2 days, 3:24:12, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7680, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.2775 2020-10-02 03:01:05,947 - mmaction - INFO - Epoch [38][600/2825] lr: 7.500e-03, eta: 2 days, 3:23:51, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7714, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.2818 2020-10-02 03:01:26,334 - mmaction - INFO - Epoch [38][620/2825] lr: 7.500e-03, eta: 2 days, 3:23:29, time: 1.019, data_time: 0.040, memory: 8353, top1_acc: 0.5487, top5_acc: 0.7724, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.3255 2020-10-02 03:01:47,943 - mmaction - INFO - Epoch [38][640/2825] lr: 7.500e-03, eta: 2 days, 3:23:09, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5466, top5_acc: 0.7776, loss_cls: 1.9779, loss: 1.9779, grad_norm: 5.3092 2020-10-02 03:02:08,253 - mmaction - INFO - Epoch [38][660/2825] lr: 7.500e-03, eta: 2 days, 3:22:48, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7669, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.3752 2020-10-02 03:02:29,642 - mmaction - INFO - Epoch [38][680/2825] lr: 7.500e-03, eta: 2 days, 3:22:28, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.5464, top5_acc: 0.7615, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.2780 2020-10-02 03:02:49,934 - mmaction - INFO - Epoch [38][700/2825] lr: 7.500e-03, eta: 2 days, 3:22:06, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7661, loss_cls: 2.0622, loss: 2.0622, grad_norm: 5.3792 2020-10-02 03:03:10,216 - mmaction - INFO - Epoch [38][720/2825] lr: 7.500e-03, eta: 2 days, 3:21:44, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.5464, top5_acc: 0.7758, loss_cls: 1.9931, loss: 1.9931, grad_norm: 5.2541 2020-10-02 03:03:30,324 - mmaction - INFO - Epoch [38][740/2825] lr: 7.500e-03, eta: 2 days, 3:21:22, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7701, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.3403 2020-10-02 03:03:51,913 - mmaction - INFO - Epoch [38][760/2825] lr: 7.500e-03, eta: 2 days, 3:21:02, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7620, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.3227 2020-10-02 03:04:13,413 - mmaction - INFO - Epoch [38][780/2825] lr: 7.500e-03, eta: 2 days, 3:20:43, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0534, loss: 2.0534, grad_norm: 5.2864 2020-10-02 03:04:33,868 - mmaction - INFO - Epoch [38][800/2825] lr: 7.500e-03, eta: 2 days, 3:20:21, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.5513, top5_acc: 0.7750, loss_cls: 2.0057, loss: 2.0057, grad_norm: 5.2804 2020-10-02 03:04:53,852 - mmaction - INFO - Epoch [38][820/2825] lr: 7.500e-03, eta: 2 days, 3:19:59, time: 1.000, data_time: 0.003, memory: 8353, top1_acc: 0.5398, top5_acc: 0.7698, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.2030 2020-10-02 03:05:14,603 - mmaction - INFO - Epoch [38][840/2825] lr: 7.500e-03, eta: 2 days, 3:19:38, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7742, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.2870 2020-10-02 03:05:35,044 - mmaction - INFO - Epoch [38][860/2825] lr: 7.500e-03, eta: 2 days, 3:19:16, time: 1.022, data_time: 0.005, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7607, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.2981 2020-10-02 03:05:56,353 - mmaction - INFO - Epoch [38][880/2825] lr: 7.500e-03, eta: 2 days, 3:18:56, time: 1.066, data_time: 0.204, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7638, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.3258 2020-10-02 03:06:16,531 - mmaction - INFO - Epoch [38][900/2825] lr: 7.500e-03, eta: 2 days, 3:18:34, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.5398, top5_acc: 0.7784, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.3137 2020-10-02 03:06:37,336 - mmaction - INFO - Epoch [38][920/2825] lr: 7.500e-03, eta: 2 days, 3:18:13, time: 1.040, data_time: 0.107, memory: 8353, top1_acc: 0.5185, top5_acc: 0.7583, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.4500 2020-10-02 03:06:58,753 - mmaction - INFO - Epoch [38][940/2825] lr: 7.500e-03, eta: 2 days, 3:17:53, time: 1.072, data_time: 0.251, memory: 8353, top1_acc: 0.5445, top5_acc: 0.7706, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.2913 2020-10-02 03:07:19,504 - mmaction - INFO - Epoch [38][960/2825] lr: 7.500e-03, eta: 2 days, 3:17:32, time: 1.037, data_time: 0.056, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7568, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.4540 2020-10-02 03:07:39,619 - mmaction - INFO - Epoch [38][980/2825] lr: 7.500e-03, eta: 2 days, 3:17:10, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7758, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.2727 2020-10-02 03:08:01,550 - mmaction - INFO - Epoch [38][1000/2825] lr: 7.500e-03, eta: 2 days, 3:16:51, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 2.0258, loss: 2.0258, grad_norm: 5.3054 2020-10-02 03:08:22,442 - mmaction - INFO - Epoch [38][1020/2825] lr: 7.500e-03, eta: 2 days, 3:16:30, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7659, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.3939 2020-10-02 03:08:44,018 - mmaction - INFO - Epoch [38][1040/2825] lr: 7.500e-03, eta: 2 days, 3:16:10, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5445, top5_acc: 0.7669, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.2305 2020-10-02 03:09:04,205 - mmaction - INFO - Epoch [38][1060/2825] lr: 7.500e-03, eta: 2 days, 3:15:48, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.5440, top5_acc: 0.7659, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.4139 2020-10-02 03:09:24,082 - mmaction - INFO - Epoch [38][1080/2825] lr: 7.500e-03, eta: 2 days, 3:15:26, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7651, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.3935 2020-10-02 03:09:45,250 - mmaction - INFO - Epoch [38][1100/2825] lr: 7.500e-03, eta: 2 days, 3:15:05, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5466, top5_acc: 0.7763, loss_cls: 1.9627, loss: 1.9627, grad_norm: 5.1965 2020-10-02 03:10:06,306 - mmaction - INFO - Epoch [38][1120/2825] lr: 7.500e-03, eta: 2 days, 3:14:45, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7690, loss_cls: 2.0435, loss: 2.0435, grad_norm: 5.2891 2020-10-02 03:10:27,860 - mmaction - INFO - Epoch [38][1140/2825] lr: 7.500e-03, eta: 2 days, 3:14:25, time: 1.079, data_time: 0.003, memory: 8353, top1_acc: 0.5461, top5_acc: 0.7740, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.3447 2020-10-02 03:10:47,093 - mmaction - INFO - Epoch [38][1160/2825] lr: 7.500e-03, eta: 2 days, 3:14:02, time: 0.961, data_time: 0.001, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7599, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.3244 2020-10-02 03:11:08,272 - mmaction - INFO - Epoch [38][1180/2825] lr: 7.500e-03, eta: 2 days, 3:13:41, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.5177, top5_acc: 0.7677, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.4299 2020-10-02 03:11:28,656 - mmaction - INFO - Epoch [38][1200/2825] lr: 7.500e-03, eta: 2 days, 3:13:20, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7693, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.4321 2020-10-02 03:11:48,897 - mmaction - INFO - Epoch [38][1220/2825] lr: 7.500e-03, eta: 2 days, 3:12:58, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7516, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.3111 2020-10-02 03:12:09,910 - mmaction - INFO - Epoch [38][1240/2825] lr: 7.500e-03, eta: 2 days, 3:12:37, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.5453, top5_acc: 0.7724, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.3034 2020-10-02 03:12:30,889 - mmaction - INFO - Epoch [38][1260/2825] lr: 7.500e-03, eta: 2 days, 3:12:16, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7516, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.3636 2020-10-02 03:12:51,741 - mmaction - INFO - Epoch [38][1280/2825] lr: 7.500e-03, eta: 2 days, 3:11:56, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5609, top5_acc: 0.7706, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.2674 2020-10-02 03:13:13,233 - mmaction - INFO - Epoch [38][1300/2825] lr: 7.500e-03, eta: 2 days, 3:11:36, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7630, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.3570 2020-10-02 03:13:33,419 - mmaction - INFO - Epoch [38][1320/2825] lr: 7.500e-03, eta: 2 days, 3:11:14, time: 1.008, data_time: 0.005, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7716, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.3217 2020-10-02 03:13:53,784 - mmaction - INFO - Epoch [38][1340/2825] lr: 7.500e-03, eta: 2 days, 3:10:52, time: 1.020, data_time: 0.044, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7638, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.3688 2020-10-02 03:14:15,063 - mmaction - INFO - Epoch [38][1360/2825] lr: 7.500e-03, eta: 2 days, 3:10:32, time: 1.063, data_time: 0.075, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7547, loss_cls: 2.1189, loss: 2.1189, grad_norm: 5.4741 2020-10-02 03:14:35,631 - mmaction - INFO - Epoch [38][1380/2825] lr: 7.500e-03, eta: 2 days, 3:10:10, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5208, top5_acc: 0.7594, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.3475 2020-10-02 03:14:56,232 - mmaction - INFO - Epoch [38][1400/2825] lr: 7.500e-03, eta: 2 days, 3:09:49, time: 1.031, data_time: 0.065, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7667, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.3606 2020-10-02 03:15:18,015 - mmaction - INFO - Epoch [38][1420/2825] lr: 7.500e-03, eta: 2 days, 3:09:30, time: 1.089, data_time: 0.070, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7674, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.2314 2020-10-02 03:15:37,929 - mmaction - INFO - Epoch [38][1440/2825] lr: 7.500e-03, eta: 2 days, 3:09:07, time: 0.995, data_time: 0.004, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7742, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.2812 2020-10-02 03:15:58,870 - mmaction - INFO - Epoch [38][1460/2825] lr: 7.500e-03, eta: 2 days, 3:08:47, time: 1.046, data_time: 0.007, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.4363 2020-10-02 03:16:19,706 - mmaction - INFO - Epoch [38][1480/2825] lr: 7.500e-03, eta: 2 days, 3:08:26, time: 1.042, data_time: 0.049, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7688, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.3848 2020-10-02 03:16:40,274 - mmaction - INFO - Epoch [38][1500/2825] lr: 7.500e-03, eta: 2 days, 3:08:04, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7617, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.4111 2020-10-02 03:17:01,188 - mmaction - INFO - Epoch [38][1520/2825] lr: 7.500e-03, eta: 2 days, 3:07:44, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5229, top5_acc: 0.7521, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.3935 2020-10-02 03:17:21,302 - mmaction - INFO - Epoch [38][1540/2825] lr: 7.500e-03, eta: 2 days, 3:07:22, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7586, loss_cls: 2.0444, loss: 2.0444, grad_norm: 5.2674 2020-10-02 03:17:42,403 - mmaction - INFO - Epoch [38][1560/2825] lr: 7.500e-03, eta: 2 days, 3:07:01, time: 1.055, data_time: 0.008, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7615, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.2435 2020-10-02 03:18:02,734 - mmaction - INFO - Epoch [38][1580/2825] lr: 7.500e-03, eta: 2 days, 3:06:39, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7641, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.3663 2020-10-02 03:18:23,551 - mmaction - INFO - Epoch [38][1600/2825] lr: 7.500e-03, eta: 2 days, 3:06:18, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.5458, top5_acc: 0.7701, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.3552 2020-10-02 03:18:44,411 - mmaction - INFO - Epoch [38][1620/2825] lr: 7.500e-03, eta: 2 days, 3:05:58, time: 1.044, data_time: 0.006, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7664, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.3946 2020-10-02 03:19:04,408 - mmaction - INFO - Epoch [38][1640/2825] lr: 7.500e-03, eta: 2 days, 3:05:35, time: 0.999, data_time: 0.257, memory: 8353, top1_acc: 0.5456, top5_acc: 0.7805, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.3057 2020-10-02 03:19:25,339 - mmaction - INFO - Epoch [38][1660/2825] lr: 7.500e-03, eta: 2 days, 3:05:14, time: 1.047, data_time: 0.039, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7716, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.3024 2020-10-02 03:19:46,852 - mmaction - INFO - Epoch [38][1680/2825] lr: 7.500e-03, eta: 2 days, 3:04:55, time: 1.076, data_time: 0.016, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7534, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.3162 2020-10-02 03:20:07,102 - mmaction - INFO - Epoch [38][1700/2825] lr: 7.500e-03, eta: 2 days, 3:04:33, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7643, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.4384 2020-10-02 03:20:28,213 - mmaction - INFO - Epoch [38][1720/2825] lr: 7.500e-03, eta: 2 days, 3:04:12, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7620, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.3668 2020-10-02 03:20:48,229 - mmaction - INFO - Epoch [38][1740/2825] lr: 7.500e-03, eta: 2 days, 3:03:50, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.2401 2020-10-02 03:21:09,074 - mmaction - INFO - Epoch [38][1760/2825] lr: 7.500e-03, eta: 2 days, 3:03:29, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5206, top5_acc: 0.7513, loss_cls: 2.1636, loss: 2.1636, grad_norm: 5.4574 2020-10-02 03:21:28,541 - mmaction - INFO - Epoch [38][1780/2825] lr: 7.500e-03, eta: 2 days, 3:03:06, time: 0.974, data_time: 0.001, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7648, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.4598 2020-10-02 03:21:50,338 - mmaction - INFO - Epoch [38][1800/2825] lr: 7.500e-03, eta: 2 days, 3:02:47, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7716, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.3141 2020-10-02 03:22:11,073 - mmaction - INFO - Epoch [38][1820/2825] lr: 7.500e-03, eta: 2 days, 3:02:26, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7685, loss_cls: 2.0204, loss: 2.0204, grad_norm: 5.3622 2020-10-02 03:22:31,783 - mmaction - INFO - Epoch [38][1840/2825] lr: 7.500e-03, eta: 2 days, 3:02:05, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7737, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.2703 2020-10-02 03:22:52,813 - mmaction - INFO - Epoch [38][1860/2825] lr: 7.500e-03, eta: 2 days, 3:01:44, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7680, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.3661 2020-10-02 03:23:13,823 - mmaction - INFO - Epoch [38][1880/2825] lr: 7.500e-03, eta: 2 days, 3:01:23, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7628, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.3722 2020-10-02 03:23:33,901 - mmaction - INFO - Epoch [38][1900/2825] lr: 7.500e-03, eta: 2 days, 3:01:01, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7690, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.3243 2020-10-02 03:23:54,571 - mmaction - INFO - Epoch [38][1920/2825] lr: 7.500e-03, eta: 2 days, 3:00:40, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.4019 2020-10-02 03:24:16,592 - mmaction - INFO - Epoch [38][1940/2825] lr: 7.500e-03, eta: 2 days, 3:00:21, time: 1.101, data_time: 0.001, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7630, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.3447 2020-10-02 03:24:36,523 - mmaction - INFO - Epoch [38][1960/2825] lr: 7.500e-03, eta: 2 days, 2:59:59, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7534, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.2844 2020-10-02 03:24:58,644 - mmaction - INFO - Epoch [38][1980/2825] lr: 7.500e-03, eta: 2 days, 2:59:40, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.3686 2020-10-02 03:25:20,701 - mmaction - INFO - Epoch [38][2000/2825] lr: 7.500e-03, eta: 2 days, 2:59:21, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7721, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.3871 2020-10-02 03:25:39,500 - mmaction - INFO - Epoch [38][2020/2825] lr: 7.500e-03, eta: 2 days, 2:58:57, time: 0.938, data_time: 0.001, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7620, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.4803 2020-10-02 03:25:59,995 - mmaction - INFO - Epoch [38][2040/2825] lr: 7.500e-03, eta: 2 days, 2:58:35, time: 1.026, data_time: 0.003, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7674, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.4701 2020-10-02 03:26:21,416 - mmaction - INFO - Epoch [38][2060/2825] lr: 7.500e-03, eta: 2 days, 2:58:15, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7758, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.3235 2020-10-02 03:26:41,439 - mmaction - INFO - Epoch [38][2080/2825] lr: 7.500e-03, eta: 2 days, 2:57:53, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7799, loss_cls: 1.9721, loss: 1.9721, grad_norm: 5.2382 2020-10-02 03:27:02,406 - mmaction - INFO - Epoch [38][2100/2825] lr: 7.500e-03, eta: 2 days, 2:57:32, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5276, top5_acc: 0.7680, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.3689 2020-10-02 03:27:23,294 - mmaction - INFO - Epoch [38][2120/2825] lr: 7.500e-03, eta: 2 days, 2:57:12, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7685, loss_cls: 2.0214, loss: 2.0214, grad_norm: 5.3580 2020-10-02 03:27:44,803 - mmaction - INFO - Epoch [38][2140/2825] lr: 7.500e-03, eta: 2 days, 2:56:52, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7596, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.4080 2020-10-02 03:28:04,721 - mmaction - INFO - Epoch [38][2160/2825] lr: 7.500e-03, eta: 2 days, 2:56:29, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7703, loss_cls: 2.0694, loss: 2.0694, grad_norm: 5.3936 2020-10-02 03:28:25,330 - mmaction - INFO - Epoch [38][2180/2825] lr: 7.500e-03, eta: 2 days, 2:56:08, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7508, loss_cls: 2.1233, loss: 2.1233, grad_norm: 5.3059 2020-10-02 03:28:45,814 - mmaction - INFO - Epoch [38][2200/2825] lr: 7.500e-03, eta: 2 days, 2:55:47, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7612, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.3253 2020-10-02 03:29:07,815 - mmaction - INFO - Epoch [38][2220/2825] lr: 7.500e-03, eta: 2 days, 2:55:28, time: 1.099, data_time: 0.001, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7630, loss_cls: 2.0791, loss: 2.0791, grad_norm: 5.4198 2020-10-02 03:29:27,568 - mmaction - INFO - Epoch [38][2240/2825] lr: 7.500e-03, eta: 2 days, 2:55:05, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7523, loss_cls: 2.1107, loss: 2.1107, grad_norm: 5.4920 2020-10-02 03:29:47,946 - mmaction - INFO - Epoch [38][2260/2825] lr: 7.500e-03, eta: 2 days, 2:54:43, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.5477, top5_acc: 0.7753, loss_cls: 2.0197, loss: 2.0197, grad_norm: 5.3048 2020-10-02 03:30:08,353 - mmaction - INFO - Epoch [38][2280/2825] lr: 7.500e-03, eta: 2 days, 2:54:22, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5203, top5_acc: 0.7628, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.4333 2020-10-02 03:30:31,553 - mmaction - INFO - Epoch [38][2300/2825] lr: 7.500e-03, eta: 2 days, 2:54:05, time: 1.160, data_time: 0.002, memory: 8353, top1_acc: 0.5164, top5_acc: 0.7576, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.4484 2020-10-02 03:30:51,531 - mmaction - INFO - Epoch [38][2320/2825] lr: 7.500e-03, eta: 2 days, 2:53:42, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7661, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.4202 2020-10-02 03:31:11,884 - mmaction - INFO - Epoch [38][2340/2825] lr: 7.500e-03, eta: 2 days, 2:53:21, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7737, loss_cls: 1.9965, loss: 1.9965, grad_norm: 5.3450 2020-10-02 03:31:32,911 - mmaction - INFO - Epoch [38][2360/2825] lr: 7.500e-03, eta: 2 days, 2:53:00, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7638, loss_cls: 2.0613, loss: 2.0613, grad_norm: 5.4681 2020-10-02 03:31:53,685 - mmaction - INFO - Epoch [38][2380/2825] lr: 7.500e-03, eta: 2 days, 2:52:39, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7552, loss_cls: 2.0882, loss: 2.0882, grad_norm: 5.3617 2020-10-02 03:32:14,809 - mmaction - INFO - Epoch [38][2400/2825] lr: 7.500e-03, eta: 2 days, 2:52:19, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.3075 2020-10-02 03:32:36,569 - mmaction - INFO - Epoch [38][2420/2825] lr: 7.500e-03, eta: 2 days, 2:51:59, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5448, top5_acc: 0.7703, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.3284 2020-10-02 03:32:56,602 - mmaction - INFO - Epoch [38][2440/2825] lr: 7.500e-03, eta: 2 days, 2:51:37, time: 1.002, data_time: 0.012, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7622, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.4050 2020-10-02 03:33:16,536 - mmaction - INFO - Epoch [38][2460/2825] lr: 7.500e-03, eta: 2 days, 2:51:15, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.5292, top5_acc: 0.7570, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.3445 2020-10-02 03:33:38,167 - mmaction - INFO - Epoch [38][2480/2825] lr: 7.500e-03, eta: 2 days, 2:50:55, time: 1.082, data_time: 0.399, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7557, loss_cls: 2.1040, loss: 2.1040, grad_norm: 5.3945 2020-10-02 03:33:58,212 - mmaction - INFO - Epoch [38][2500/2825] lr: 7.500e-03, eta: 2 days, 2:50:33, time: 1.002, data_time: 0.386, memory: 8353, top1_acc: 0.5260, top5_acc: 0.7544, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.3064 2020-10-02 03:34:18,546 - mmaction - INFO - Epoch [38][2520/2825] lr: 7.500e-03, eta: 2 days, 2:50:11, time: 1.017, data_time: 0.259, memory: 8353, top1_acc: 0.5349, top5_acc: 0.7602, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.3698 2020-10-02 03:34:40,295 - mmaction - INFO - Epoch [38][2540/2825] lr: 7.500e-03, eta: 2 days, 2:49:52, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7685, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.3618 2020-10-02 03:35:00,649 - mmaction - INFO - Epoch [38][2560/2825] lr: 7.500e-03, eta: 2 days, 2:49:30, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7753, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.3310 2020-10-02 03:35:20,890 - mmaction - INFO - Epoch [38][2580/2825] lr: 7.500e-03, eta: 2 days, 2:49:08, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7505, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.3238 2020-10-02 03:35:41,918 - mmaction - INFO - Epoch [38][2600/2825] lr: 7.500e-03, eta: 2 days, 2:48:47, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.3516 2020-10-02 03:36:02,869 - mmaction - INFO - Epoch [38][2620/2825] lr: 7.500e-03, eta: 2 days, 2:48:27, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7536, loss_cls: 2.0800, loss: 2.0800, grad_norm: 5.4640 2020-10-02 03:36:23,920 - mmaction - INFO - Epoch [38][2640/2825] lr: 7.500e-03, eta: 2 days, 2:48:06, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7625, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.5589 2020-10-02 03:36:44,388 - mmaction - INFO - Epoch [38][2660/2825] lr: 7.500e-03, eta: 2 days, 2:47:45, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 2.0036, loss: 2.0036, grad_norm: 5.2960 2020-10-02 03:37:05,536 - mmaction - INFO - Epoch [38][2680/2825] lr: 7.500e-03, eta: 2 days, 2:47:24, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7615, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.4036 2020-10-02 03:37:26,809 - mmaction - INFO - Epoch [38][2700/2825] lr: 7.500e-03, eta: 2 days, 2:47:04, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7521, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.4027 2020-10-02 03:37:46,464 - mmaction - INFO - Epoch [38][2720/2825] lr: 7.500e-03, eta: 2 days, 2:46:41, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7589, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.4635 2020-10-02 03:38:06,938 - mmaction - INFO - Epoch [38][2740/2825] lr: 7.500e-03, eta: 2 days, 2:46:20, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7661, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.2847 2020-10-02 03:38:27,458 - mmaction - INFO - Epoch [38][2760/2825] lr: 7.500e-03, eta: 2 days, 2:45:58, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7659, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.2937 2020-10-02 03:38:48,209 - mmaction - INFO - Epoch [38][2780/2825] lr: 7.500e-03, eta: 2 days, 2:45:37, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7544, loss_cls: 2.1143, loss: 2.1143, grad_norm: 5.3627 2020-10-02 03:39:08,841 - mmaction - INFO - Epoch [38][2800/2825] lr: 7.500e-03, eta: 2 days, 2:45:16, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7719, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.4534 2020-10-02 03:39:30,381 - mmaction - INFO - Epoch [38][2820/2825] lr: 7.500e-03, eta: 2 days, 2:44:56, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7659, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.2995 2020-10-02 03:39:36,931 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-10-02 03:40:25,004 - mmaction - INFO - Epoch [39][20/2825] lr: 7.500e-03, eta: 2 days, 2:45:05, time: 2.358, data_time: 1.250, memory: 8353, top1_acc: 0.5411, top5_acc: 0.7690, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.2730 2020-10-02 03:40:46,260 - mmaction - INFO - Epoch [39][40/2825] lr: 7.500e-03, eta: 2 days, 2:44:44, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.5448, top5_acc: 0.7724, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.2278 2020-10-02 03:41:08,522 - mmaction - INFO - Epoch [39][60/2825] lr: 7.500e-03, eta: 2 days, 2:44:26, time: 1.113, data_time: 0.002, memory: 8353, top1_acc: 0.5445, top5_acc: 0.7703, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.2196 2020-10-02 03:41:28,515 - mmaction - INFO - Epoch [39][80/2825] lr: 7.500e-03, eta: 2 days, 2:44:04, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7698, loss_cls: 1.9990, loss: 1.9990, grad_norm: 5.3338 2020-10-02 03:41:48,863 - mmaction - INFO - Epoch [39][100/2825] lr: 7.500e-03, eta: 2 days, 2:43:42, time: 1.017, data_time: 0.020, memory: 8353, top1_acc: 0.5560, top5_acc: 0.7841, loss_cls: 1.9375, loss: 1.9375, grad_norm: 5.1839 2020-10-02 03:42:10,291 - mmaction - INFO - Epoch [39][120/2825] lr: 7.500e-03, eta: 2 days, 2:43:22, time: 1.072, data_time: 0.007, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.2350 2020-10-02 03:42:31,652 - mmaction - INFO - Epoch [39][140/2825] lr: 7.500e-03, eta: 2 days, 2:43:02, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7755, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.2793 2020-10-02 03:42:52,282 - mmaction - INFO - Epoch [39][160/2825] lr: 7.500e-03, eta: 2 days, 2:42:41, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7690, loss_cls: 2.0019, loss: 2.0019, grad_norm: 5.4290 2020-10-02 03:43:13,560 - mmaction - INFO - Epoch [39][180/2825] lr: 7.500e-03, eta: 2 days, 2:42:20, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7714, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.3185 2020-10-02 03:43:33,749 - mmaction - INFO - Epoch [39][200/2825] lr: 7.500e-03, eta: 2 days, 2:41:58, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.5497, top5_acc: 0.7771, loss_cls: 1.9684, loss: 1.9684, grad_norm: 5.2599 2020-10-02 03:43:55,370 - mmaction - INFO - Epoch [39][220/2825] lr: 7.500e-03, eta: 2 days, 2:41:39, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7646, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.3143 2020-10-02 03:44:15,421 - mmaction - INFO - Epoch [39][240/2825] lr: 7.500e-03, eta: 2 days, 2:41:17, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.5432, top5_acc: 0.7724, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.3120 2020-10-02 03:44:34,467 - mmaction - INFO - Epoch [39][260/2825] lr: 7.500e-03, eta: 2 days, 2:40:53, time: 0.952, data_time: 0.001, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7648, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.4435 2020-10-02 03:44:56,563 - mmaction - INFO - Epoch [39][280/2825] lr: 7.500e-03, eta: 2 days, 2:40:34, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.2937 2020-10-02 03:45:17,609 - mmaction - INFO - Epoch [39][300/2825] lr: 7.500e-03, eta: 2 days, 2:40:13, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7604, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.3357 2020-10-02 03:45:38,512 - mmaction - INFO - Epoch [39][320/2825] lr: 7.500e-03, eta: 2 days, 2:39:53, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7633, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.3336 2020-10-02 03:45:59,615 - mmaction - INFO - Epoch [39][340/2825] lr: 7.500e-03, eta: 2 days, 2:39:32, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7734, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.3271 2020-10-02 03:46:20,655 - mmaction - INFO - Epoch [39][360/2825] lr: 7.500e-03, eta: 2 days, 2:39:12, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7643, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.2888 2020-10-02 03:46:40,890 - mmaction - INFO - Epoch [39][380/2825] lr: 7.500e-03, eta: 2 days, 2:38:50, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7604, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.3630 2020-10-02 03:47:01,928 - mmaction - INFO - Epoch [39][400/2825] lr: 7.500e-03, eta: 2 days, 2:38:29, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7714, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.2864 2020-10-02 03:47:22,505 - mmaction - INFO - Epoch [39][420/2825] lr: 7.500e-03, eta: 2 days, 2:38:08, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7651, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.3223 2020-10-02 03:47:44,056 - mmaction - INFO - Epoch [39][440/2825] lr: 7.500e-03, eta: 2 days, 2:37:48, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7693, loss_cls: 2.0274, loss: 2.0274, grad_norm: 5.3366 2020-10-02 03:48:04,799 - mmaction - INFO - Epoch [39][460/2825] lr: 7.500e-03, eta: 2 days, 2:37:27, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5552, top5_acc: 0.7823, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.3525 2020-10-02 03:48:24,930 - mmaction - INFO - Epoch [39][480/2825] lr: 7.500e-03, eta: 2 days, 2:37:05, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7685, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.4051 2020-10-02 03:48:46,960 - mmaction - INFO - Epoch [39][500/2825] lr: 7.500e-03, eta: 2 days, 2:36:46, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.5445, top5_acc: 0.7745, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.3127 2020-10-02 03:49:06,660 - mmaction - INFO - Epoch [39][520/2825] lr: 7.500e-03, eta: 2 days, 2:36:23, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7682, loss_cls: 2.0256, loss: 2.0256, grad_norm: 5.3785 2020-10-02 03:49:27,695 - mmaction - INFO - Epoch [39][540/2825] lr: 7.500e-03, eta: 2 days, 2:36:02, time: 1.052, data_time: 0.037, memory: 8353, top1_acc: 0.5591, top5_acc: 0.7815, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.2405 2020-10-02 03:49:47,515 - mmaction - INFO - Epoch [39][560/2825] lr: 7.500e-03, eta: 2 days, 2:35:40, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7622, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.3453 2020-10-02 03:50:08,829 - mmaction - INFO - Epoch [39][580/2825] lr: 7.500e-03, eta: 2 days, 2:35:20, time: 1.065, data_time: 0.017, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.3935 2020-10-02 03:50:29,709 - mmaction - INFO - Epoch [39][600/2825] lr: 7.500e-03, eta: 2 days, 2:34:59, time: 1.044, data_time: 0.013, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7776, loss_cls: 2.0361, loss: 2.0361, grad_norm: 5.4009 2020-10-02 03:50:50,518 - mmaction - INFO - Epoch [39][620/2825] lr: 7.500e-03, eta: 2 days, 2:34:38, time: 1.041, data_time: 0.101, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7622, loss_cls: 2.0760, loss: 2.0760, grad_norm: 5.5368 2020-10-02 03:51:11,571 - mmaction - INFO - Epoch [39][640/2825] lr: 7.500e-03, eta: 2 days, 2:34:17, time: 1.053, data_time: 0.028, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7628, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.2567 2020-10-02 03:51:32,852 - mmaction - INFO - Epoch [39][660/2825] lr: 7.500e-03, eta: 2 days, 2:33:57, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7609, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.2947 2020-10-02 03:51:53,604 - mmaction - INFO - Epoch [39][680/2825] lr: 7.500e-03, eta: 2 days, 2:33:36, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7635, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.4067 2020-10-02 03:52:14,515 - mmaction - INFO - Epoch [39][700/2825] lr: 7.500e-03, eta: 2 days, 2:33:15, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7716, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.3795 2020-10-02 03:52:35,944 - mmaction - INFO - Epoch [39][720/2825] lr: 7.500e-03, eta: 2 days, 2:32:55, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.5474, top5_acc: 0.7773, loss_cls: 1.9837, loss: 1.9837, grad_norm: 5.2112 2020-10-02 03:52:56,660 - mmaction - INFO - Epoch [39][740/2825] lr: 7.500e-03, eta: 2 days, 2:32:34, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5146, top5_acc: 0.7518, loss_cls: 2.1383, loss: 2.1383, grad_norm: 5.4929 2020-10-02 03:53:17,849 - mmaction - INFO - Epoch [39][760/2825] lr: 7.500e-03, eta: 2 days, 2:32:14, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7643, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.3344 2020-10-02 03:53:38,076 - mmaction - INFO - Epoch [39][780/2825] lr: 7.500e-03, eta: 2 days, 2:31:52, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5451, top5_acc: 0.7727, loss_cls: 2.0134, loss: 2.0134, grad_norm: 5.3293 2020-10-02 03:53:58,191 - mmaction - INFO - Epoch [39][800/2825] lr: 7.500e-03, eta: 2 days, 2:31:30, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7695, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.2815 2020-10-02 03:54:19,627 - mmaction - INFO - Epoch [39][820/2825] lr: 7.500e-03, eta: 2 days, 2:31:10, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7682, loss_cls: 2.0248, loss: 2.0248, grad_norm: 5.3357 2020-10-02 03:54:40,165 - mmaction - INFO - Epoch [39][840/2825] lr: 7.500e-03, eta: 2 days, 2:30:49, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7641, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.3981 2020-10-02 03:55:00,296 - mmaction - INFO - Epoch [39][860/2825] lr: 7.500e-03, eta: 2 days, 2:30:27, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7667, loss_cls: 2.0315, loss: 2.0315, grad_norm: 5.2723 2020-10-02 03:55:22,027 - mmaction - INFO - Epoch [39][880/2825] lr: 7.500e-03, eta: 2 days, 2:30:07, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7688, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.2633 2020-10-02 03:55:43,484 - mmaction - INFO - Epoch [39][900/2825] lr: 7.500e-03, eta: 2 days, 2:29:47, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7674, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.3439 2020-10-02 03:56:02,164 - mmaction - INFO - Epoch [39][920/2825] lr: 7.500e-03, eta: 2 days, 2:29:23, time: 0.934, data_time: 0.001, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7690, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.3386 2020-10-02 03:56:23,203 - mmaction - INFO - Epoch [39][940/2825] lr: 7.500e-03, eta: 2 days, 2:29:02, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.5234, top5_acc: 0.7604, loss_cls: 2.0904, loss: 2.0904, grad_norm: 5.4791 2020-10-02 03:56:44,502 - mmaction - INFO - Epoch [39][960/2825] lr: 7.500e-03, eta: 2 days, 2:28:42, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.5297, top5_acc: 0.7737, loss_cls: 2.0486, loss: 2.0486, grad_norm: 5.3889 2020-10-02 03:57:05,624 - mmaction - INFO - Epoch [39][980/2825] lr: 7.500e-03, eta: 2 days, 2:28:22, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7776, loss_cls: 2.0079, loss: 2.0079, grad_norm: 5.3213 2020-10-02 03:57:24,591 - mmaction - INFO - Epoch [39][1000/2825] lr: 7.500e-03, eta: 2 days, 2:27:58, time: 0.949, data_time: 0.016, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7602, loss_cls: 2.1141, loss: 2.1141, grad_norm: 5.4229 2020-10-02 03:57:45,617 - mmaction - INFO - Epoch [39][1020/2825] lr: 7.500e-03, eta: 2 days, 2:27:37, time: 1.051, data_time: 0.232, memory: 8353, top1_acc: 0.5464, top5_acc: 0.7685, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.4131 2020-10-02 03:58:06,362 - mmaction - INFO - Epoch [39][1040/2825] lr: 7.500e-03, eta: 2 days, 2:27:16, time: 1.037, data_time: 0.092, memory: 8353, top1_acc: 0.5549, top5_acc: 0.7732, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.2854 2020-10-02 03:58:27,190 - mmaction - INFO - Epoch [39][1060/2825] lr: 7.500e-03, eta: 2 days, 2:26:55, time: 1.040, data_time: 0.008, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.3944 2020-10-02 03:58:47,372 - mmaction - INFO - Epoch [39][1080/2825] lr: 7.500e-03, eta: 2 days, 2:26:33, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.5237, top5_acc: 0.7565, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.4112 2020-10-02 03:59:07,650 - mmaction - INFO - Epoch [39][1100/2825] lr: 7.500e-03, eta: 2 days, 2:26:11, time: 1.015, data_time: 0.053, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7755, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.4016 2020-10-02 03:59:28,246 - mmaction - INFO - Epoch [39][1120/2825] lr: 7.500e-03, eta: 2 days, 2:25:50, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5451, top5_acc: 0.7742, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.2759 2020-10-02 03:59:48,479 - mmaction - INFO - Epoch [39][1140/2825] lr: 7.500e-03, eta: 2 days, 2:25:28, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.5479, top5_acc: 0.7794, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.2905 2020-10-02 04:00:09,585 - mmaction - INFO - Epoch [39][1160/2825] lr: 7.500e-03, eta: 2 days, 2:25:08, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7628, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.4301 2020-10-02 04:00:30,410 - mmaction - INFO - Epoch [39][1180/2825] lr: 7.500e-03, eta: 2 days, 2:24:47, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5263, top5_acc: 0.7620, loss_cls: 2.0791, loss: 2.0791, grad_norm: 5.4051 2020-10-02 04:00:51,565 - mmaction - INFO - Epoch [39][1200/2825] lr: 7.500e-03, eta: 2 days, 2:24:26, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7721, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.3651 2020-10-02 04:01:12,436 - mmaction - INFO - Epoch [39][1220/2825] lr: 7.500e-03, eta: 2 days, 2:24:06, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7768, loss_cls: 1.9869, loss: 1.9869, grad_norm: 5.2878 2020-10-02 04:01:33,466 - mmaction - INFO - Epoch [39][1240/2825] lr: 7.500e-03, eta: 2 days, 2:23:45, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.4130 2020-10-02 04:01:54,105 - mmaction - INFO - Epoch [39][1260/2825] lr: 7.500e-03, eta: 2 days, 2:23:24, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7633, loss_cls: 2.0610, loss: 2.0610, grad_norm: 5.4431 2020-10-02 04:02:15,140 - mmaction - INFO - Epoch [39][1280/2825] lr: 7.500e-03, eta: 2 days, 2:23:03, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7714, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.3906 2020-10-02 04:02:34,835 - mmaction - INFO - Epoch [39][1300/2825] lr: 7.500e-03, eta: 2 days, 2:22:40, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.5430, top5_acc: 0.7753, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.4520 2020-10-02 04:02:55,846 - mmaction - INFO - Epoch [39][1320/2825] lr: 7.500e-03, eta: 2 days, 2:22:20, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7698, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.2975 2020-10-02 04:03:17,254 - mmaction - INFO - Epoch [39][1340/2825] lr: 7.500e-03, eta: 2 days, 2:22:00, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7630, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.3472 2020-10-02 04:03:37,250 - mmaction - INFO - Epoch [39][1360/2825] lr: 7.500e-03, eta: 2 days, 2:21:38, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.5299, top5_acc: 0.7703, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.4148 2020-10-02 04:03:58,049 - mmaction - INFO - Epoch [39][1380/2825] lr: 7.500e-03, eta: 2 days, 2:21:17, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.2370 2020-10-02 04:04:20,253 - mmaction - INFO - Epoch [39][1400/2825] lr: 7.500e-03, eta: 2 days, 2:20:58, time: 1.109, data_time: 0.001, memory: 8353, top1_acc: 0.5404, top5_acc: 0.7685, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.2268 2020-10-02 04:04:39,816 - mmaction - INFO - Epoch [39][1420/2825] lr: 7.500e-03, eta: 2 days, 2:20:35, time: 0.979, data_time: 0.003, memory: 8353, top1_acc: 0.5505, top5_acc: 0.7643, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.2567 2020-10-02 04:05:00,579 - mmaction - INFO - Epoch [39][1440/2825] lr: 7.500e-03, eta: 2 days, 2:20:14, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7724, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.4334 2020-10-02 04:05:22,400 - mmaction - INFO - Epoch [39][1460/2825] lr: 7.500e-03, eta: 2 days, 2:19:55, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7516, loss_cls: 2.1254, loss: 2.1254, grad_norm: 5.3877 2020-10-02 04:05:41,867 - mmaction - INFO - Epoch [39][1480/2825] lr: 7.500e-03, eta: 2 days, 2:19:32, time: 0.974, data_time: 0.001, memory: 8353, top1_acc: 0.5388, top5_acc: 0.7617, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.3888 2020-10-02 04:06:03,286 - mmaction - INFO - Epoch [39][1500/2825] lr: 7.500e-03, eta: 2 days, 2:19:11, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7661, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.3884 2020-10-02 04:06:23,442 - mmaction - INFO - Epoch [39][1520/2825] lr: 7.500e-03, eta: 2 days, 2:18:50, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.3237 2020-10-02 04:06:44,978 - mmaction - INFO - Epoch [39][1540/2825] lr: 7.500e-03, eta: 2 days, 2:18:30, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7615, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.3878 2020-10-02 04:07:04,303 - mmaction - INFO - Epoch [39][1560/2825] lr: 7.500e-03, eta: 2 days, 2:18:06, time: 0.966, data_time: 0.085, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7609, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.3917 2020-10-02 04:07:24,758 - mmaction - INFO - Epoch [39][1580/2825] lr: 7.500e-03, eta: 2 days, 2:17:45, time: 1.021, data_time: 0.058, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7661, loss_cls: 2.0305, loss: 2.0305, grad_norm: 5.3190 2020-10-02 04:07:45,821 - mmaction - INFO - Epoch [39][1600/2825] lr: 7.500e-03, eta: 2 days, 2:17:24, time: 1.055, data_time: 0.106, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7750, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.3650 2020-10-02 04:08:07,581 - mmaction - INFO - Epoch [39][1620/2825] lr: 7.500e-03, eta: 2 days, 2:17:05, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5529, top5_acc: 0.7865, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.2930 2020-10-02 04:08:27,956 - mmaction - INFO - Epoch [39][1640/2825] lr: 7.500e-03, eta: 2 days, 2:16:43, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.3486 2020-10-02 04:08:49,749 - mmaction - INFO - Epoch [39][1660/2825] lr: 7.500e-03, eta: 2 days, 2:16:24, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7620, loss_cls: 2.0535, loss: 2.0535, grad_norm: 5.3052 2020-10-02 04:09:10,456 - mmaction - INFO - Epoch [39][1680/2825] lr: 7.500e-03, eta: 2 days, 2:16:03, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7638, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.3555 2020-10-02 04:09:30,525 - mmaction - INFO - Epoch [39][1700/2825] lr: 7.500e-03, eta: 2 days, 2:15:41, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7596, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.3329 2020-10-02 04:09:50,514 - mmaction - INFO - Epoch [39][1720/2825] lr: 7.500e-03, eta: 2 days, 2:15:18, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.5526, top5_acc: 0.7729, loss_cls: 1.9634, loss: 1.9634, grad_norm: 5.2774 2020-10-02 04:10:11,576 - mmaction - INFO - Epoch [39][1740/2825] lr: 7.500e-03, eta: 2 days, 2:14:58, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7635, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.3579 2020-10-02 04:10:32,409 - mmaction - INFO - Epoch [39][1760/2825] lr: 7.500e-03, eta: 2 days, 2:14:37, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7581, loss_cls: 2.0560, loss: 2.0560, grad_norm: 5.3558 2020-10-02 04:10:53,681 - mmaction - INFO - Epoch [39][1780/2825] lr: 7.500e-03, eta: 2 days, 2:14:17, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7659, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.3152 2020-10-02 04:11:15,588 - mmaction - INFO - Epoch [39][1800/2825] lr: 7.500e-03, eta: 2 days, 2:13:57, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.5169, top5_acc: 0.7596, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.4849 2020-10-02 04:11:35,679 - mmaction - INFO - Epoch [39][1820/2825] lr: 7.500e-03, eta: 2 days, 2:13:35, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5451, top5_acc: 0.7721, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.3106 2020-10-02 04:11:57,399 - mmaction - INFO - Epoch [39][1840/2825] lr: 7.500e-03, eta: 2 days, 2:13:16, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7667, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.3748 2020-10-02 04:12:17,142 - mmaction - INFO - Epoch [39][1860/2825] lr: 7.500e-03, eta: 2 days, 2:12:53, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.5281, top5_acc: 0.7586, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.3802 2020-10-02 04:12:37,445 - mmaction - INFO - Epoch [39][1880/2825] lr: 7.500e-03, eta: 2 days, 2:12:31, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7555, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.4077 2020-10-02 04:12:59,118 - mmaction - INFO - Epoch [39][1900/2825] lr: 7.500e-03, eta: 2 days, 2:12:12, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7602, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.3450 2020-10-02 04:13:18,897 - mmaction - INFO - Epoch [39][1920/2825] lr: 7.500e-03, eta: 2 days, 2:11:49, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.5432, top5_acc: 0.7693, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.3380 2020-10-02 04:13:40,649 - mmaction - INFO - Epoch [39][1940/2825] lr: 7.500e-03, eta: 2 days, 2:11:30, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.5391, top5_acc: 0.7622, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.2842 2020-10-02 04:14:01,779 - mmaction - INFO - Epoch [39][1960/2825] lr: 7.500e-03, eta: 2 days, 2:11:09, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7661, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.3939 2020-10-02 04:14:21,897 - mmaction - INFO - Epoch [39][1980/2825] lr: 7.500e-03, eta: 2 days, 2:10:47, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7599, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.3864 2020-10-02 04:14:42,430 - mmaction - INFO - Epoch [39][2000/2825] lr: 7.500e-03, eta: 2 days, 2:10:26, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.5437, top5_acc: 0.7674, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.3059 2020-10-02 04:15:02,839 - mmaction - INFO - Epoch [39][2020/2825] lr: 7.500e-03, eta: 2 days, 2:10:04, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7612, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.3500 2020-10-02 04:15:24,123 - mmaction - INFO - Epoch [39][2040/2825] lr: 7.500e-03, eta: 2 days, 2:09:44, time: 1.064, data_time: 0.256, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.3486 2020-10-02 04:15:44,633 - mmaction - INFO - Epoch [39][2060/2825] lr: 7.500e-03, eta: 2 days, 2:09:23, time: 1.027, data_time: 0.033, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7646, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.2809 2020-10-02 04:16:06,424 - mmaction - INFO - Epoch [39][2080/2825] lr: 7.500e-03, eta: 2 days, 2:09:03, time: 1.089, data_time: 0.013, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7591, loss_cls: 2.0635, loss: 2.0635, grad_norm: 5.3081 2020-10-02 04:16:26,455 - mmaction - INFO - Epoch [39][2100/2825] lr: 7.500e-03, eta: 2 days, 2:08:41, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7625, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.3000 2020-10-02 04:16:47,812 - mmaction - INFO - Epoch [39][2120/2825] lr: 7.500e-03, eta: 2 days, 2:08:21, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7578, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.4166 2020-10-02 04:17:07,231 - mmaction - INFO - Epoch [39][2140/2825] lr: 7.500e-03, eta: 2 days, 2:07:58, time: 0.971, data_time: 0.033, memory: 8353, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.4546 2020-10-02 04:17:27,809 - mmaction - INFO - Epoch [39][2160/2825] lr: 7.500e-03, eta: 2 days, 2:07:37, time: 1.028, data_time: 0.063, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7612, loss_cls: 2.0378, loss: 2.0378, grad_norm: 5.3543 2020-10-02 04:17:48,944 - mmaction - INFO - Epoch [39][2180/2825] lr: 7.500e-03, eta: 2 days, 2:07:16, time: 1.057, data_time: 0.038, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7641, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.4290 2020-10-02 04:18:09,103 - mmaction - INFO - Epoch [39][2200/2825] lr: 7.500e-03, eta: 2 days, 2:06:54, time: 1.009, data_time: 0.104, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7706, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.4323 2020-10-02 04:18:29,921 - mmaction - INFO - Epoch [39][2220/2825] lr: 7.500e-03, eta: 2 days, 2:06:33, time: 1.039, data_time: 0.123, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7714, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.2544 2020-10-02 04:18:51,684 - mmaction - INFO - Epoch [39][2240/2825] lr: 7.500e-03, eta: 2 days, 2:06:14, time: 1.090, data_time: 0.003, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.3889 2020-10-02 04:19:11,480 - mmaction - INFO - Epoch [39][2260/2825] lr: 7.500e-03, eta: 2 days, 2:05:51, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7620, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.4039 2020-10-02 04:19:31,617 - mmaction - INFO - Epoch [39][2280/2825] lr: 7.500e-03, eta: 2 days, 2:05:29, time: 1.007, data_time: 0.112, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7648, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.2420 2020-10-02 04:19:52,586 - mmaction - INFO - Epoch [39][2300/2825] lr: 7.500e-03, eta: 2 days, 2:05:09, time: 1.049, data_time: 0.159, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7659, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.4017 2020-10-02 04:20:13,278 - mmaction - INFO - Epoch [39][2320/2825] lr: 7.500e-03, eta: 2 days, 2:04:48, time: 1.035, data_time: 0.030, memory: 8353, top1_acc: 0.5466, top5_acc: 0.7687, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.3685 2020-10-02 04:20:34,060 - mmaction - INFO - Epoch [39][2340/2825] lr: 7.500e-03, eta: 2 days, 2:04:27, time: 1.039, data_time: 0.081, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7591, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.4705 2020-10-02 04:20:54,634 - mmaction - INFO - Epoch [39][2360/2825] lr: 7.500e-03, eta: 2 days, 2:04:05, time: 1.029, data_time: 0.175, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7654, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.2488 2020-10-02 04:21:15,068 - mmaction - INFO - Epoch [39][2380/2825] lr: 7.500e-03, eta: 2 days, 2:03:44, time: 1.021, data_time: 0.158, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.3051 2020-10-02 04:21:35,871 - mmaction - INFO - Epoch [39][2400/2825] lr: 7.500e-03, eta: 2 days, 2:03:23, time: 1.040, data_time: 0.018, memory: 8353, top1_acc: 0.5266, top5_acc: 0.7667, loss_cls: 2.0510, loss: 2.0510, grad_norm: 5.3529 2020-10-02 04:21:56,655 - mmaction - INFO - Epoch [39][2420/2825] lr: 7.500e-03, eta: 2 days, 2:03:02, time: 1.040, data_time: 0.024, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7615, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.2652 2020-10-02 04:22:17,296 - mmaction - INFO - Epoch [39][2440/2825] lr: 7.500e-03, eta: 2 days, 2:02:41, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7648, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.3018 2020-10-02 04:22:37,483 - mmaction - INFO - Epoch [39][2460/2825] lr: 7.500e-03, eta: 2 days, 2:02:19, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.5529, top5_acc: 0.7706, loss_cls: 1.9911, loss: 1.9911, grad_norm: 5.2238 2020-10-02 04:22:58,642 - mmaction - INFO - Epoch [39][2480/2825] lr: 7.500e-03, eta: 2 days, 2:01:58, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7607, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.4328 2020-10-02 04:23:19,640 - mmaction - INFO - Epoch [39][2500/2825] lr: 7.500e-03, eta: 2 days, 2:01:38, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.3355 2020-10-02 04:23:39,531 - mmaction - INFO - Epoch [39][2520/2825] lr: 7.500e-03, eta: 2 days, 2:01:15, time: 0.995, data_time: 0.004, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7661, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.3914 2020-10-02 04:24:00,020 - mmaction - INFO - Epoch [39][2540/2825] lr: 7.500e-03, eta: 2 days, 2:00:54, time: 1.024, data_time: 0.080, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 2.0518, loss: 2.0518, grad_norm: 5.3991 2020-10-02 04:24:21,497 - mmaction - INFO - Epoch [39][2560/2825] lr: 7.500e-03, eta: 2 days, 2:00:34, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7651, loss_cls: 2.0536, loss: 2.0536, grad_norm: 5.4053 2020-10-02 04:24:41,877 - mmaction - INFO - Epoch [39][2580/2825] lr: 7.500e-03, eta: 2 days, 2:00:12, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7542, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.3178 2020-10-02 04:25:03,402 - mmaction - INFO - Epoch [39][2600/2825] lr: 7.500e-03, eta: 2 days, 1:59:52, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.4698 2020-10-02 04:25:24,315 - mmaction - INFO - Epoch [39][2620/2825] lr: 7.500e-03, eta: 2 days, 1:59:32, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7562, loss_cls: 2.1251, loss: 2.1251, grad_norm: 5.4708 2020-10-02 04:25:44,041 - mmaction - INFO - Epoch [39][2640/2825] lr: 7.500e-03, eta: 2 days, 1:59:09, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7521, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.4757 2020-10-02 04:26:04,887 - mmaction - INFO - Epoch [39][2660/2825] lr: 7.500e-03, eta: 2 days, 1:58:48, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7648, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.3755 2020-10-02 04:26:24,691 - mmaction - INFO - Epoch [39][2680/2825] lr: 7.500e-03, eta: 2 days, 1:58:25, time: 0.990, data_time: 0.139, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7656, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.2857 2020-10-02 04:26:45,744 - mmaction - INFO - Epoch [39][2700/2825] lr: 7.500e-03, eta: 2 days, 1:58:05, time: 1.053, data_time: 0.228, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7521, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.4094 2020-10-02 04:27:06,325 - mmaction - INFO - Epoch [39][2720/2825] lr: 7.500e-03, eta: 2 days, 1:57:44, time: 1.030, data_time: 0.173, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7706, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.2508 2020-10-02 04:27:27,159 - mmaction - INFO - Epoch [39][2740/2825] lr: 7.500e-03, eta: 2 days, 1:57:23, time: 1.041, data_time: 0.055, memory: 8353, top1_acc: 0.5367, top5_acc: 0.7583, loss_cls: 2.0852, loss: 2.0852, grad_norm: 5.4056 2020-10-02 04:27:48,441 - mmaction - INFO - Epoch [39][2760/2825] lr: 7.500e-03, eta: 2 days, 1:57:03, time: 1.064, data_time: 0.228, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7669, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.3821 2020-10-02 04:28:08,538 - mmaction - INFO - Epoch [39][2780/2825] lr: 7.500e-03, eta: 2 days, 1:56:40, time: 1.003, data_time: 0.247, memory: 8353, top1_acc: 0.5109, top5_acc: 0.7604, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.4714 2020-10-02 04:28:28,957 - mmaction - INFO - Epoch [39][2800/2825] lr: 7.500e-03, eta: 2 days, 1:56:19, time: 1.023, data_time: 0.016, memory: 8353, top1_acc: 0.5555, top5_acc: 0.7799, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.3445 2020-10-02 04:28:49,854 - mmaction - INFO - Epoch [39][2820/2825] lr: 7.500e-03, eta: 2 days, 1:55:58, time: 1.045, data_time: 0.077, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7688, loss_cls: 2.0350, loss: 2.0350, grad_norm: 5.3630 2020-10-02 04:28:56,467 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-10-02 04:29:45,318 - mmaction - INFO - Epoch [40][20/2825] lr: 7.500e-03, eta: 2 days, 1:56:07, time: 2.411, data_time: 1.315, memory: 8353, top1_acc: 0.5479, top5_acc: 0.7727, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.2520 2020-10-02 04:30:05,803 - mmaction - INFO - Epoch [40][40/2825] lr: 7.500e-03, eta: 2 days, 1:55:45, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.5396, top5_acc: 0.7784, loss_cls: 2.0010, loss: 2.0010, grad_norm: 5.2993 2020-10-02 04:30:27,464 - mmaction - INFO - Epoch [40][60/2825] lr: 7.500e-03, eta: 2 days, 1:55:26, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.5404, top5_acc: 0.7711, loss_cls: 2.0123, loss: 2.0123, grad_norm: 5.4302 2020-10-02 04:30:49,021 - mmaction - INFO - Epoch [40][80/2825] lr: 7.500e-03, eta: 2 days, 1:55:06, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5477, top5_acc: 0.7807, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.2707 2020-10-02 04:31:09,443 - mmaction - INFO - Epoch [40][100/2825] lr: 7.500e-03, eta: 2 days, 1:54:44, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5279, top5_acc: 0.7617, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.4266 2020-10-02 04:31:31,103 - mmaction - INFO - Epoch [40][120/2825] lr: 7.500e-03, eta: 2 days, 1:54:25, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.5510, top5_acc: 0.7714, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.2991 2020-10-02 04:31:52,254 - mmaction - INFO - Epoch [40][140/2825] lr: 7.500e-03, eta: 2 days, 1:54:04, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5508, top5_acc: 0.7747, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.2747 2020-10-02 04:32:12,235 - mmaction - INFO - Epoch [40][160/2825] lr: 7.500e-03, eta: 2 days, 1:53:42, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7706, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.1609 2020-10-02 04:32:33,874 - mmaction - INFO - Epoch [40][180/2825] lr: 7.500e-03, eta: 2 days, 1:53:22, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7628, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.3883 2020-10-02 04:32:54,967 - mmaction - INFO - Epoch [40][200/2825] lr: 7.500e-03, eta: 2 days, 1:53:02, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5440, top5_acc: 0.7737, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.4022 2020-10-02 04:33:14,034 - mmaction - INFO - Epoch [40][220/2825] lr: 7.500e-03, eta: 2 days, 1:52:38, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7701, loss_cls: 2.0247, loss: 2.0247, grad_norm: 5.3458 2020-10-02 04:33:35,512 - mmaction - INFO - Epoch [40][240/2825] lr: 7.500e-03, eta: 2 days, 1:52:18, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5404, top5_acc: 0.7693, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.2425 2020-10-02 04:33:56,499 - mmaction - INFO - Epoch [40][260/2825] lr: 7.500e-03, eta: 2 days, 1:51:57, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7651, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.3617 2020-10-02 04:34:17,188 - mmaction - INFO - Epoch [40][280/2825] lr: 7.500e-03, eta: 2 days, 1:51:36, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7706, loss_cls: 2.0110, loss: 2.0110, grad_norm: 5.2468 2020-10-02 04:34:37,713 - mmaction - INFO - Epoch [40][300/2825] lr: 7.500e-03, eta: 2 days, 1:51:15, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7690, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.3776 2020-10-02 04:34:58,400 - mmaction - INFO - Epoch [40][320/2825] lr: 7.500e-03, eta: 2 days, 1:50:54, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7719, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.4015 2020-10-02 04:35:19,531 - mmaction - INFO - Epoch [40][340/2825] lr: 7.500e-03, eta: 2 days, 1:50:33, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5461, top5_acc: 0.7771, loss_cls: 1.9924, loss: 1.9924, grad_norm: 5.3664 2020-10-02 04:35:39,948 - mmaction - INFO - Epoch [40][360/2825] lr: 7.500e-03, eta: 2 days, 1:50:12, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7693, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.3541 2020-10-02 04:36:00,287 - mmaction - INFO - Epoch [40][380/2825] lr: 7.500e-03, eta: 2 days, 1:49:50, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.4261 2020-10-02 04:36:20,996 - mmaction - INFO - Epoch [40][400/2825] lr: 7.500e-03, eta: 2 days, 1:49:29, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5482, top5_acc: 0.7820, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.2279 2020-10-02 04:36:41,583 - mmaction - INFO - Epoch [40][420/2825] lr: 7.500e-03, eta: 2 days, 1:49:08, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7523, loss_cls: 2.0840, loss: 2.0840, grad_norm: 5.4385 2020-10-02 04:37:02,907 - mmaction - INFO - Epoch [40][440/2825] lr: 7.500e-03, eta: 2 days, 1:48:48, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7661, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.4664 2020-10-02 04:37:23,763 - mmaction - INFO - Epoch [40][460/2825] lr: 7.500e-03, eta: 2 days, 1:48:27, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5578, top5_acc: 0.7763, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.3467 2020-10-02 04:37:44,741 - mmaction - INFO - Epoch [40][480/2825] lr: 7.500e-03, eta: 2 days, 1:48:06, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7716, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.3074 2020-10-02 04:38:04,753 - mmaction - INFO - Epoch [40][500/2825] lr: 7.500e-03, eta: 2 days, 1:47:44, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.5518, top5_acc: 0.7750, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.3447 2020-10-02 04:38:26,378 - mmaction - INFO - Epoch [40][520/2825] lr: 7.500e-03, eta: 2 days, 1:47:24, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.5497, top5_acc: 0.7708, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.3144 2020-10-02 04:38:46,535 - mmaction - INFO - Epoch [40][540/2825] lr: 7.500e-03, eta: 2 days, 1:47:02, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5422, top5_acc: 0.7659, loss_cls: 2.0320, loss: 2.0320, grad_norm: 5.2957 2020-10-02 04:39:06,899 - mmaction - INFO - Epoch [40][560/2825] lr: 7.500e-03, eta: 2 days, 1:46:40, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7669, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.3218 2020-10-02 04:39:28,373 - mmaction - INFO - Epoch [40][580/2825] lr: 7.500e-03, eta: 2 days, 1:46:21, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.5398, top5_acc: 0.7635, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.3426 2020-10-02 04:39:48,117 - mmaction - INFO - Epoch [40][600/2825] lr: 7.500e-03, eta: 2 days, 1:45:58, time: 0.988, data_time: 0.003, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7510, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.4497 2020-10-02 04:40:08,988 - mmaction - INFO - Epoch [40][620/2825] lr: 7.500e-03, eta: 2 days, 1:45:37, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7711, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.3547 2020-10-02 04:40:30,119 - mmaction - INFO - Epoch [40][640/2825] lr: 7.500e-03, eta: 2 days, 1:45:17, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5268, top5_acc: 0.7638, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.3785 2020-10-02 04:40:50,771 - mmaction - INFO - Epoch [40][660/2825] lr: 7.500e-03, eta: 2 days, 1:44:55, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.5422, top5_acc: 0.7643, loss_cls: 2.0383, loss: 2.0383, grad_norm: 5.2785 2020-10-02 04:41:10,867 - mmaction - INFO - Epoch [40][680/2825] lr: 7.500e-03, eta: 2 days, 1:44:33, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.5453, top5_acc: 0.7753, loss_cls: 1.9661, loss: 1.9661, grad_norm: 5.3113 2020-10-02 04:41:31,645 - mmaction - INFO - Epoch [40][700/2825] lr: 7.500e-03, eta: 2 days, 1:44:12, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7706, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.3435 2020-10-02 04:41:52,532 - mmaction - INFO - Epoch [40][720/2825] lr: 7.500e-03, eta: 2 days, 1:43:52, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7661, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.3870 2020-10-02 04:42:13,449 - mmaction - INFO - Epoch [40][740/2825] lr: 7.500e-03, eta: 2 days, 1:43:31, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.5365, top5_acc: 0.7531, loss_cls: 2.0833, loss: 2.0833, grad_norm: 5.3492 2020-10-02 04:42:34,095 - mmaction - INFO - Epoch [40][760/2825] lr: 7.500e-03, eta: 2 days, 1:43:10, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5576, top5_acc: 0.7823, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.2723 2020-10-02 04:42:53,833 - mmaction - INFO - Epoch [40][780/2825] lr: 7.500e-03, eta: 2 days, 1:42:47, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5326, top5_acc: 0.7651, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.3592 2020-10-02 04:43:14,491 - mmaction - INFO - Epoch [40][800/2825] lr: 7.500e-03, eta: 2 days, 1:42:26, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.5573, top5_acc: 0.7823, loss_cls: 1.9736, loss: 1.9736, grad_norm: 5.3644 2020-10-02 04:43:35,659 - mmaction - INFO - Epoch [40][820/2825] lr: 7.500e-03, eta: 2 days, 1:42:05, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7664, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.4090 2020-10-02 04:43:55,603 - mmaction - INFO - Epoch [40][840/2825] lr: 7.500e-03, eta: 2 days, 1:41:43, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5310, top5_acc: 0.7651, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.4654 2020-10-02 04:44:16,240 - mmaction - INFO - Epoch [40][860/2825] lr: 7.500e-03, eta: 2 days, 1:41:22, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5453, top5_acc: 0.7799, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.4026 2020-10-02 04:44:37,412 - mmaction - INFO - Epoch [40][880/2825] lr: 7.500e-03, eta: 2 days, 1:41:01, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.5025 2020-10-02 04:44:58,173 - mmaction - INFO - Epoch [40][900/2825] lr: 7.500e-03, eta: 2 days, 1:40:40, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7638, loss_cls: 2.0518, loss: 2.0518, grad_norm: 5.2822 2020-10-02 04:45:19,855 - mmaction - INFO - Epoch [40][920/2825] lr: 7.500e-03, eta: 2 days, 1:40:21, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7789, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.2879 2020-10-02 04:45:41,158 - mmaction - INFO - Epoch [40][940/2825] lr: 7.500e-03, eta: 2 days, 1:40:01, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.5221, top5_acc: 0.7654, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.3529 2020-10-02 04:46:01,528 - mmaction - INFO - Epoch [40][960/2825] lr: 7.500e-03, eta: 2 days, 1:39:39, time: 1.018, data_time: 0.012, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7589, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.2744 2020-10-02 04:46:23,044 - mmaction - INFO - Epoch [40][980/2825] lr: 7.500e-03, eta: 2 days, 1:39:19, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.5417, top5_acc: 0.7703, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.2548 2020-10-02 04:46:42,115 - mmaction - INFO - Epoch [40][1000/2825] lr: 7.500e-03, eta: 2 days, 1:38:56, time: 0.953, data_time: 0.001, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7654, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.3738 2020-10-02 04:47:04,325 - mmaction - INFO - Epoch [40][1020/2825] lr: 7.500e-03, eta: 2 days, 1:38:37, time: 1.110, data_time: 0.001, memory: 8353, top1_acc: 0.5539, top5_acc: 0.7773, loss_cls: 1.9697, loss: 1.9697, grad_norm: 5.3971 2020-10-02 04:47:24,775 - mmaction - INFO - Epoch [40][1040/2825] lr: 7.500e-03, eta: 2 days, 1:38:15, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.5487, top5_acc: 0.7734, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.4144 2020-10-02 04:47:45,226 - mmaction - INFO - Epoch [40][1060/2825] lr: 7.500e-03, eta: 2 days, 1:37:54, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5458, top5_acc: 0.7701, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.3836 2020-10-02 04:48:07,033 - mmaction - INFO - Epoch [40][1080/2825] lr: 7.500e-03, eta: 2 days, 1:37:34, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.5456, top5_acc: 0.7695, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.2600 2020-10-02 04:48:28,212 - mmaction - INFO - Epoch [40][1100/2825] lr: 7.500e-03, eta: 2 days, 1:37:14, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7734, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.4137 2020-10-02 04:48:48,542 - mmaction - INFO - Epoch [40][1120/2825] lr: 7.500e-03, eta: 2 days, 1:36:52, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5464, top5_acc: 0.7747, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.2522 2020-10-02 04:49:09,354 - mmaction - INFO - Epoch [40][1140/2825] lr: 7.500e-03, eta: 2 days, 1:36:31, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7729, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.4141 2020-10-02 04:49:29,095 - mmaction - INFO - Epoch [40][1160/2825] lr: 7.500e-03, eta: 2 days, 1:36:09, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.4033 2020-10-02 04:49:50,276 - mmaction - INFO - Epoch [40][1180/2825] lr: 7.500e-03, eta: 2 days, 1:35:48, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7609, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.3997 2020-10-02 04:50:11,843 - mmaction - INFO - Epoch [40][1200/2825] lr: 7.500e-03, eta: 2 days, 1:35:28, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5505, top5_acc: 0.7687, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.2702 2020-10-02 04:50:32,302 - mmaction - INFO - Epoch [40][1220/2825] lr: 7.500e-03, eta: 2 days, 1:35:07, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7641, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.3836 2020-10-02 04:50:52,380 - mmaction - INFO - Epoch [40][1240/2825] lr: 7.500e-03, eta: 2 days, 1:34:45, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7664, loss_cls: 2.0486, loss: 2.0486, grad_norm: 5.4495 2020-10-02 04:51:14,447 - mmaction - INFO - Epoch [40][1260/2825] lr: 7.500e-03, eta: 2 days, 1:34:26, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7672, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.3853 2020-10-02 04:51:35,262 - mmaction - INFO - Epoch [40][1280/2825] lr: 7.500e-03, eta: 2 days, 1:34:05, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7599, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.4253 2020-10-02 04:51:54,975 - mmaction - INFO - Epoch [40][1300/2825] lr: 7.500e-03, eta: 2 days, 1:33:42, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7714, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.4760 2020-10-02 04:52:16,271 - mmaction - INFO - Epoch [40][1320/2825] lr: 7.500e-03, eta: 2 days, 1:33:22, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7708, loss_cls: 2.0694, loss: 2.0694, grad_norm: 5.5018 2020-10-02 04:52:37,854 - mmaction - INFO - Epoch [40][1340/2825] lr: 7.500e-03, eta: 2 days, 1:33:02, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7672, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.4388 2020-10-02 04:52:56,960 - mmaction - INFO - Epoch [40][1360/2825] lr: 7.500e-03, eta: 2 days, 1:32:39, time: 0.956, data_time: 0.001, memory: 8353, top1_acc: 0.5424, top5_acc: 0.7667, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.2615 2020-10-02 04:53:18,548 - mmaction - INFO - Epoch [40][1380/2825] lr: 7.500e-03, eta: 2 days, 1:32:19, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.5427, top5_acc: 0.7693, loss_cls: 2.0032, loss: 2.0032, grad_norm: 5.2981 2020-10-02 04:53:40,087 - mmaction - INFO - Epoch [40][1400/2825] lr: 7.500e-03, eta: 2 days, 1:31:59, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7669, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.4456 2020-10-02 04:54:00,216 - mmaction - INFO - Epoch [40][1420/2825] lr: 7.500e-03, eta: 2 days, 1:31:37, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7654, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.2881 2020-10-02 04:54:21,443 - mmaction - INFO - Epoch [40][1440/2825] lr: 7.500e-03, eta: 2 days, 1:31:17, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7576, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.3340 2020-10-02 04:54:42,668 - mmaction - INFO - Epoch [40][1460/2825] lr: 7.500e-03, eta: 2 days, 1:30:57, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7560, loss_cls: 2.0768, loss: 2.0768, grad_norm: 5.4201 2020-10-02 04:55:02,624 - mmaction - INFO - Epoch [40][1480/2825] lr: 7.500e-03, eta: 2 days, 1:30:34, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.5333, top5_acc: 0.7570, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.4012 2020-10-02 04:55:23,344 - mmaction - INFO - Epoch [40][1500/2825] lr: 7.500e-03, eta: 2 days, 1:30:13, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7604, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.5144 2020-10-02 04:55:44,622 - mmaction - INFO - Epoch [40][1520/2825] lr: 7.500e-03, eta: 2 days, 1:29:53, time: 1.064, data_time: 0.015, memory: 8353, top1_acc: 0.5432, top5_acc: 0.7638, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.4420 2020-10-02 04:56:04,833 - mmaction - INFO - Epoch [40][1540/2825] lr: 7.500e-03, eta: 2 days, 1:29:31, time: 1.010, data_time: 0.075, memory: 8353, top1_acc: 0.5328, top5_acc: 0.7745, loss_cls: 2.0398, loss: 2.0398, grad_norm: 5.4169 2020-10-02 04:56:26,439 - mmaction - INFO - Epoch [40][1560/2825] lr: 7.500e-03, eta: 2 days, 1:29:11, time: 1.080, data_time: 0.345, memory: 8353, top1_acc: 0.5370, top5_acc: 0.7656, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.3160 2020-10-02 04:56:46,533 - mmaction - INFO - Epoch [40][1580/2825] lr: 7.500e-03, eta: 2 days, 1:28:49, time: 1.005, data_time: 0.390, memory: 8353, top1_acc: 0.5346, top5_acc: 0.7755, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.3392 2020-10-02 04:57:06,448 - mmaction - INFO - Epoch [40][1600/2825] lr: 7.500e-03, eta: 2 days, 1:28:27, time: 0.997, data_time: 0.124, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7633, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.5183 2020-10-02 04:57:27,390 - mmaction - INFO - Epoch [40][1620/2825] lr: 7.500e-03, eta: 2 days, 1:28:06, time: 1.046, data_time: 0.222, memory: 8353, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0752, loss: 2.0752, grad_norm: 5.4014 2020-10-02 04:57:48,757 - mmaction - INFO - Epoch [40][1640/2825] lr: 7.500e-03, eta: 2 days, 1:27:46, time: 1.069, data_time: 0.166, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7622, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.4255 2020-10-02 04:58:09,128 - mmaction - INFO - Epoch [40][1660/2825] lr: 7.500e-03, eta: 2 days, 1:27:25, time: 1.018, data_time: 0.269, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7745, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.4184 2020-10-02 04:58:30,475 - mmaction - INFO - Epoch [40][1680/2825] lr: 7.500e-03, eta: 2 days, 1:27:04, time: 1.067, data_time: 0.223, memory: 8353, top1_acc: 0.5372, top5_acc: 0.7680, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.3027 2020-10-02 04:58:51,601 - mmaction - INFO - Epoch [40][1700/2825] lr: 7.500e-03, eta: 2 days, 1:26:44, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7654, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.3300 2020-10-02 04:59:10,570 - mmaction - INFO - Epoch [40][1720/2825] lr: 7.500e-03, eta: 2 days, 1:26:20, time: 0.949, data_time: 0.002, memory: 8353, top1_acc: 0.5294, top5_acc: 0.7578, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.3200 2020-10-02 04:59:31,793 - mmaction - INFO - Epoch [40][1740/2825] lr: 7.500e-03, eta: 2 days, 1:26:00, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5354, top5_acc: 0.7599, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.4363 2020-10-02 04:59:51,826 - mmaction - INFO - Epoch [40][1760/2825] lr: 7.500e-03, eta: 2 days, 1:25:38, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7688, loss_cls: 2.0502, loss: 2.0502, grad_norm: 5.3341 2020-10-02 05:00:15,197 - mmaction - INFO - Epoch [40][1780/2825] lr: 7.500e-03, eta: 2 days, 1:25:21, time: 1.167, data_time: 0.002, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7612, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.4185 2020-10-02 05:00:36,491 - mmaction - INFO - Epoch [40][1800/2825] lr: 7.500e-03, eta: 2 days, 1:25:01, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.5250, top5_acc: 0.7505, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.3764 2020-10-02 05:00:55,369 - mmaction - INFO - Epoch [40][1820/2825] lr: 7.500e-03, eta: 2 days, 1:24:37, time: 0.944, data_time: 0.002, memory: 8353, top1_acc: 0.5341, top5_acc: 0.7698, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.3248 2020-10-02 05:01:16,374 - mmaction - INFO - Epoch [40][1840/2825] lr: 7.500e-03, eta: 2 days, 1:24:16, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.5195, top5_acc: 0.7542, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.4661 2020-10-02 05:01:37,386 - mmaction - INFO - Epoch [40][1860/2825] lr: 7.500e-03, eta: 2 days, 1:23:55, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.5458, top5_acc: 0.7734, loss_cls: 2.0032, loss: 2.0032, grad_norm: 5.3170 2020-10-02 05:01:57,619 - mmaction - INFO - Epoch [40][1880/2825] lr: 7.500e-03, eta: 2 days, 1:23:34, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.5536, top5_acc: 0.7719, loss_cls: 1.9896, loss: 1.9896, grad_norm: 5.3746 2020-10-02 05:02:18,885 - mmaction - INFO - Epoch [40][1900/2825] lr: 7.500e-03, eta: 2 days, 1:23:13, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7719, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.4221 2020-10-02 05:02:39,329 - mmaction - INFO - Epoch [40][1920/2825] lr: 7.500e-03, eta: 2 days, 1:22:52, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5555, top5_acc: 0.7677, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.2895 2020-10-02 05:03:00,478 - mmaction - INFO - Epoch [40][1940/2825] lr: 7.500e-03, eta: 2 days, 1:22:31, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.5151, top5_acc: 0.7560, loss_cls: 2.1375, loss: 2.1375, grad_norm: 5.4912 2020-10-02 05:03:22,539 - mmaction - INFO - Epoch [40][1960/2825] lr: 7.500e-03, eta: 2 days, 1:22:12, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7641, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.3793 2020-10-02 05:03:42,714 - mmaction - INFO - Epoch [40][1980/2825] lr: 7.500e-03, eta: 2 days, 1:21:50, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5510, top5_acc: 0.7857, loss_cls: 1.9626, loss: 1.9626, grad_norm: 5.3286 2020-10-02 05:04:03,325 - mmaction - INFO - Epoch [40][2000/2825] lr: 7.500e-03, eta: 2 days, 1:21:29, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5443, top5_acc: 0.7617, loss_cls: 2.0378, loss: 2.0378, grad_norm: 5.3554 2020-10-02 05:04:23,390 - mmaction - INFO - Epoch [40][2020/2825] lr: 7.500e-03, eta: 2 days, 1:21:07, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.5581, top5_acc: 0.7716, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.3635 2020-10-02 05:04:43,550 - mmaction - INFO - Epoch [40][2040/2825] lr: 7.500e-03, eta: 2 days, 1:20:45, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.5253, top5_acc: 0.7604, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.3630 2020-10-02 05:05:04,836 - mmaction - INFO - Epoch [40][2060/2825] lr: 7.500e-03, eta: 2 days, 1:20:25, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.5196 2020-10-02 05:05:24,673 - mmaction - INFO - Epoch [40][2080/2825] lr: 7.500e-03, eta: 2 days, 1:20:02, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5258, top5_acc: 0.7638, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.3220 2020-10-02 05:05:46,332 - mmaction - INFO - Epoch [40][2100/2825] lr: 7.500e-03, eta: 2 days, 1:19:43, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.5352, top5_acc: 0.7604, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.3936 2020-10-02 05:06:07,183 - mmaction - INFO - Epoch [40][2120/2825] lr: 7.500e-03, eta: 2 days, 1:19:22, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5339, top5_acc: 0.7786, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.3442 2020-10-02 05:06:27,911 - mmaction - INFO - Epoch [40][2140/2825] lr: 7.500e-03, eta: 2 days, 1:19:01, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7659, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.4367 2020-10-02 05:06:48,892 - mmaction - INFO - Epoch [40][2160/2825] lr: 7.500e-03, eta: 2 days, 1:18:40, time: 1.049, data_time: 0.112, memory: 8353, top1_acc: 0.5393, top5_acc: 0.7706, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.3908 2020-10-02 05:07:09,236 - mmaction - INFO - Epoch [40][2180/2825] lr: 7.500e-03, eta: 2 days, 1:18:18, time: 1.017, data_time: 0.033, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7617, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.3644 2020-10-02 05:07:29,465 - mmaction - INFO - Epoch [40][2200/2825] lr: 7.500e-03, eta: 2 days, 1:17:57, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5474, top5_acc: 0.7581, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.3429 2020-10-02 05:07:51,224 - mmaction - INFO - Epoch [40][2220/2825] lr: 7.500e-03, eta: 2 days, 1:17:37, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.5357, top5_acc: 0.7651, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.4113 2020-10-02 05:08:11,356 - mmaction - INFO - Epoch [40][2240/2825] lr: 7.500e-03, eta: 2 days, 1:17:15, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.5362, top5_acc: 0.7607, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.3176 2020-10-02 05:08:31,885 - mmaction - INFO - Epoch [40][2260/2825] lr: 7.500e-03, eta: 2 days, 1:16:54, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.5242, top5_acc: 0.7633, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.3923 2020-10-02 05:08:52,623 - mmaction - INFO - Epoch [40][2280/2825] lr: 7.500e-03, eta: 2 days, 1:16:33, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5320, top5_acc: 0.7693, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.3500 2020-10-02 05:09:13,830 - mmaction - INFO - Epoch [40][2300/2825] lr: 7.500e-03, eta: 2 days, 1:16:12, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5401, top5_acc: 0.7688, loss_cls: 2.0264, loss: 2.0264, grad_norm: 5.3543 2020-10-02 05:09:34,185 - mmaction - INFO - Epoch [40][2320/2825] lr: 7.500e-03, eta: 2 days, 1:15:51, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5318, top5_acc: 0.7628, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.4060 2020-10-02 05:09:54,795 - mmaction - INFO - Epoch [40][2340/2825] lr: 7.500e-03, eta: 2 days, 1:15:30, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.5284, top5_acc: 0.7583, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.4962 2020-10-02 05:10:15,845 - mmaction - INFO - Epoch [40][2360/2825] lr: 7.500e-03, eta: 2 days, 1:15:09, time: 1.052, data_time: 0.201, memory: 8353, top1_acc: 0.5344, top5_acc: 0.7591, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.4413 2020-10-02 05:10:37,884 - mmaction - INFO - Epoch [40][2380/2825] lr: 7.500e-03, eta: 2 days, 1:14:50, time: 1.103, data_time: 0.491, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 2.0188, loss: 2.0188, grad_norm: 5.3498 2020-10-02 05:10:57,411 - mmaction - INFO - Epoch [40][2400/2825] lr: 7.500e-03, eta: 2 days, 1:14:27, time: 0.976, data_time: 0.215, memory: 8353, top1_acc: 0.5315, top5_acc: 0.7635, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.3910 2020-10-02 05:11:18,476 - mmaction - INFO - Epoch [40][2420/2825] lr: 7.500e-03, eta: 2 days, 1:14:06, time: 1.054, data_time: 0.083, memory: 8353, top1_acc: 0.5286, top5_acc: 0.7664, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.3195 2020-10-02 05:11:39,377 - mmaction - INFO - Epoch [40][2440/2825] lr: 7.500e-03, eta: 2 days, 1:13:46, time: 1.045, data_time: 0.021, memory: 8353, top1_acc: 0.5409, top5_acc: 0.7674, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.3620 2020-10-02 05:11:58,680 - mmaction - INFO - Epoch [40][2460/2825] lr: 7.500e-03, eta: 2 days, 1:13:22, time: 0.965, data_time: 0.005, memory: 8353, top1_acc: 0.5271, top5_acc: 0.7628, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.4226 2020-10-02 05:12:21,001 - mmaction - INFO - Epoch [40][2480/2825] lr: 7.500e-03, eta: 2 days, 1:13:04, time: 1.115, data_time: 0.001, memory: 8353, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.3756 2020-10-02 05:12:40,279 - mmaction - INFO - Epoch [40][2500/2825] lr: 7.500e-03, eta: 2 days, 1:12:40, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.5406, top5_acc: 0.7755, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.3558 2020-10-02 05:13:00,388 - mmaction - INFO - Epoch [40][2520/2825] lr: 7.500e-03, eta: 2 days, 1:12:18, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5419, top5_acc: 0.7708, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.4124 2020-10-02 05:13:21,256 - mmaction - INFO - Epoch [40][2540/2825] lr: 7.500e-03, eta: 2 days, 1:11:58, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5302, top5_acc: 0.7630, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.3564 2020-10-02 05:13:41,101 - mmaction - INFO - Epoch [40][2560/2825] lr: 7.500e-03, eta: 2 days, 1:11:35, time: 0.991, data_time: 0.223, memory: 8353, top1_acc: 0.5336, top5_acc: 0.7659, loss_cls: 2.0674, loss: 2.0674, grad_norm: 5.3709 2020-10-02 05:14:02,247 - mmaction - INFO - Epoch [40][2580/2825] lr: 7.500e-03, eta: 2 days, 1:11:15, time: 1.059, data_time: 0.377, memory: 8353, top1_acc: 0.5385, top5_acc: 0.7672, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.3986 2020-10-02 05:14:23,248 - mmaction - INFO - Epoch [40][2600/2825] lr: 7.500e-03, eta: 2 days, 1:10:54, time: 1.049, data_time: 0.385, memory: 8353, top1_acc: 0.5193, top5_acc: 0.7599, loss_cls: 2.0748, loss: 2.0748, grad_norm: 5.3697 2020-10-02 05:14:43,672 - mmaction - INFO - Epoch [40][2620/2825] lr: 7.500e-03, eta: 2 days, 1:10:33, time: 1.022, data_time: 0.130, memory: 8353, top1_acc: 0.5289, top5_acc: 0.7565, loss_cls: 2.0907, loss: 2.0907, grad_norm: 5.3794 2020-10-02 05:15:05,105 - mmaction - INFO - Epoch [40][2640/2825] lr: 7.500e-03, eta: 2 days, 1:10:13, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.5432, top5_acc: 0.7674, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.2824 2020-10-02 05:15:25,667 - mmaction - INFO - Epoch [40][2660/2825] lr: 7.500e-03, eta: 2 days, 1:09:51, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.5383, top5_acc: 0.7685, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.2721 2020-10-02 05:15:46,355 - mmaction - INFO - Epoch [40][2680/2825] lr: 7.500e-03, eta: 2 days, 1:09:30, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.5414, top5_acc: 0.7687, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.3154 2020-10-02 05:16:07,824 - mmaction - INFO - Epoch [40][2700/2825] lr: 7.500e-03, eta: 2 days, 1:09:10, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.5435, top5_acc: 0.7630, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.3985 2020-10-02 05:16:28,283 - mmaction - INFO - Epoch [40][2720/2825] lr: 7.500e-03, eta: 2 days, 1:08:49, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5331, top5_acc: 0.7661, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.4151 2020-10-02 05:16:48,656 - mmaction - INFO - Epoch [40][2740/2825] lr: 7.500e-03, eta: 2 days, 1:08:27, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.5312, top5_acc: 0.7539, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.4484 2020-10-02 05:17:08,540 - mmaction - INFO - Epoch [40][2760/2825] lr: 7.500e-03, eta: 2 days, 1:08:05, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.5375, top5_acc: 0.7557, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.2972 2020-10-02 05:17:29,197 - mmaction - INFO - Epoch [40][2780/2825] lr: 7.500e-03, eta: 2 days, 1:07:44, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.5469, top5_acc: 0.7721, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.2952 2020-10-02 05:17:50,600 - mmaction - INFO - Epoch [40][2800/2825] lr: 7.500e-03, eta: 2 days, 1:07:24, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5378, top5_acc: 0.7635, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.2529 2020-10-02 05:18:10,212 - mmaction - INFO - Epoch [40][2820/2825] lr: 7.500e-03, eta: 2 days, 1:07:01, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.5323, top5_acc: 0.7635, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.3873 2020-10-02 05:18:16,661 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-02 05:21:46,309 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 05:21:48,890 - mmaction - INFO - top1_acc 0.5271 top5_acc 0.7666 2020-10-02 05:21:48,890 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 05:21:49,022 - mmaction - INFO - mean_acc 0.5271 2020-10-02 05:21:49,023 - mmaction - INFO - Now best checkpoint is epoch_40.pth 2020-10-02 05:21:49,045 - mmaction - INFO - Epoch(val) [40][2825] top1_acc: 0.5271, top5_acc: 0.7666, mean_class_accuracy: 0.5271 2020-10-02 05:22:30,688 - mmaction - INFO - Epoch [41][20/2825] lr: 7.500e-04, eta: 2 days, 1:06:58, time: 2.081, data_time: 0.961, memory: 8353, top1_acc: 0.5503, top5_acc: 0.7792, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.2767 2020-10-02 05:22:52,206 - mmaction - INFO - Epoch [41][40/2825] lr: 7.500e-04, eta: 2 days, 1:06:38, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.5500, top5_acc: 0.7836, loss_cls: 1.9680, loss: 1.9680, grad_norm: 5.1688 2020-10-02 05:23:12,833 - mmaction - INFO - Epoch [41][60/2825] lr: 7.500e-04, eta: 2 days, 1:06:17, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5505, top5_acc: 0.7695, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.2177 2020-10-02 05:23:33,296 - mmaction - INFO - Epoch [41][80/2825] lr: 7.500e-04, eta: 2 days, 1:05:55, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5552, top5_acc: 0.7820, loss_cls: 1.9277, loss: 1.9277, grad_norm: 5.1296 2020-10-02 05:23:53,386 - mmaction - INFO - Epoch [41][100/2825] lr: 7.500e-04, eta: 2 days, 1:05:33, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.5617, top5_acc: 0.7740, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.1139 2020-10-02 05:24:14,951 - mmaction - INFO - Epoch [41][120/2825] lr: 7.500e-04, eta: 2 days, 1:05:14, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.5643, top5_acc: 0.7885, loss_cls: 1.8958, loss: 1.8958, grad_norm: 5.0844 2020-10-02 05:24:35,391 - mmaction - INFO - Epoch [41][140/2825] lr: 7.500e-04, eta: 2 days, 1:04:52, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5560, top5_acc: 0.7763, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.1760 2020-10-02 05:24:55,611 - mmaction - INFO - Epoch [41][160/2825] lr: 7.500e-04, eta: 2 days, 1:04:30, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.5576, top5_acc: 0.7810, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.1212 2020-10-02 05:25:16,434 - mmaction - INFO - Epoch [41][180/2825] lr: 7.500e-04, eta: 2 days, 1:04:09, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5818, top5_acc: 0.7924, loss_cls: 1.8652, loss: 1.8652, grad_norm: 5.0589 2020-10-02 05:25:38,278 - mmaction - INFO - Epoch [41][200/2825] lr: 7.500e-04, eta: 2 days, 1:03:50, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.5654, top5_acc: 0.7953, loss_cls: 1.9034, loss: 1.9034, grad_norm: 5.0689 2020-10-02 05:25:58,553 - mmaction - INFO - Epoch [41][220/2825] lr: 7.500e-04, eta: 2 days, 1:03:28, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.5701, top5_acc: 0.7849, loss_cls: 1.8824, loss: 1.8824, grad_norm: 4.9921 2020-10-02 05:26:19,970 - mmaction - INFO - Epoch [41][240/2825] lr: 7.500e-04, eta: 2 days, 1:03:08, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.5859, top5_acc: 0.7992, loss_cls: 1.8080, loss: 1.8080, grad_norm: 4.9171 2020-10-02 05:26:39,932 - mmaction - INFO - Epoch [41][260/2825] lr: 7.500e-04, eta: 2 days, 1:02:46, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.5789, top5_acc: 0.7854, loss_cls: 1.8780, loss: 1.8780, grad_norm: 5.1266 2020-10-02 05:27:01,285 - mmaction - INFO - Epoch [41][280/2825] lr: 7.500e-04, eta: 2 days, 1:02:26, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5750, top5_acc: 0.8062, loss_cls: 1.8371, loss: 1.8371, grad_norm: 5.1307 2020-10-02 05:27:22,386 - mmaction - INFO - Epoch [41][300/2825] lr: 7.500e-04, eta: 2 days, 1:02:05, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.5737, top5_acc: 0.7898, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.0963 2020-10-02 05:27:42,109 - mmaction - INFO - Epoch [41][320/2825] lr: 7.500e-04, eta: 2 days, 1:01:43, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5729, top5_acc: 0.7906, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.0964 2020-10-02 05:28:04,229 - mmaction - INFO - Epoch [41][340/2825] lr: 7.500e-04, eta: 2 days, 1:01:24, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.5635, top5_acc: 0.7807, loss_cls: 1.8934, loss: 1.8934, grad_norm: 5.1184 2020-10-02 05:28:23,689 - mmaction - INFO - Epoch [41][360/2825] lr: 7.500e-04, eta: 2 days, 1:01:01, time: 0.974, data_time: 0.001, memory: 8353, top1_acc: 0.5766, top5_acc: 0.7878, loss_cls: 1.8433, loss: 1.8433, grad_norm: 5.0326 2020-10-02 05:28:44,771 - mmaction - INFO - Epoch [41][380/2825] lr: 7.500e-04, eta: 2 days, 1:00:40, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.5654, top5_acc: 0.7878, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.1845 2020-10-02 05:29:06,046 - mmaction - INFO - Epoch [41][400/2825] lr: 7.500e-04, eta: 2 days, 1:00:20, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.5698, top5_acc: 0.8128, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.0638 2020-10-02 05:29:26,202 - mmaction - INFO - Epoch [41][420/2825] lr: 7.500e-04, eta: 2 days, 0:59:58, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.5846, top5_acc: 0.7990, loss_cls: 1.8228, loss: 1.8228, grad_norm: 5.0354 2020-10-02 05:29:47,128 - mmaction - INFO - Epoch [41][440/2825] lr: 7.500e-04, eta: 2 days, 0:59:37, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5854, top5_acc: 0.7966, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.0216 2020-10-02 05:30:07,940 - mmaction - INFO - Epoch [41][460/2825] lr: 7.500e-04, eta: 2 days, 0:59:16, time: 1.041, data_time: 0.020, memory: 8353, top1_acc: 0.5841, top5_acc: 0.7987, loss_cls: 1.8433, loss: 1.8433, grad_norm: 5.0685 2020-10-02 05:30:29,760 - mmaction - INFO - Epoch [41][480/2825] lr: 7.500e-04, eta: 2 days, 0:58:57, time: 1.091, data_time: 0.086, memory: 8353, top1_acc: 0.5674, top5_acc: 0.7901, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.1051 2020-10-02 05:30:51,009 - mmaction - INFO - Epoch [41][500/2825] lr: 7.500e-04, eta: 2 days, 0:58:37, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.5755, top5_acc: 0.8005, loss_cls: 1.8540, loss: 1.8540, grad_norm: 5.1264 2020-10-02 05:31:11,821 - mmaction - INFO - Epoch [41][520/2825] lr: 7.500e-04, eta: 2 days, 0:58:16, time: 1.042, data_time: 0.032, memory: 8353, top1_acc: 0.5844, top5_acc: 0.8021, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.0475 2020-10-02 05:31:32,380 - mmaction - INFO - Epoch [41][540/2825] lr: 7.500e-04, eta: 2 days, 0:57:54, time: 1.027, data_time: 0.006, memory: 8353, top1_acc: 0.5797, top5_acc: 0.7995, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.1095 2020-10-02 05:31:53,295 - mmaction - INFO - Epoch [41][560/2825] lr: 7.500e-04, eta: 2 days, 0:57:34, time: 1.046, data_time: 0.031, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.7860, loss: 1.7860, grad_norm: 4.9739 2020-10-02 05:32:15,065 - mmaction - INFO - Epoch [41][580/2825] lr: 7.500e-04, eta: 2 days, 0:57:14, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.5911, top5_acc: 0.8148, loss_cls: 1.7633, loss: 1.7633, grad_norm: 5.0193 2020-10-02 05:32:34,439 - mmaction - INFO - Epoch [41][600/2825] lr: 7.500e-04, eta: 2 days, 0:56:51, time: 0.969, data_time: 0.002, memory: 8353, top1_acc: 0.5833, top5_acc: 0.8078, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.0880 2020-10-02 05:32:55,351 - mmaction - INFO - Epoch [41][620/2825] lr: 7.500e-04, eta: 2 days, 0:56:30, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8065, loss_cls: 1.7569, loss: 1.7569, grad_norm: 4.9814 2020-10-02 05:33:16,140 - mmaction - INFO - Epoch [41][640/2825] lr: 7.500e-04, eta: 2 days, 0:56:09, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.0182 2020-10-02 05:33:37,179 - mmaction - INFO - Epoch [41][660/2825] lr: 7.500e-04, eta: 2 days, 0:55:49, time: 1.053, data_time: 0.305, memory: 8353, top1_acc: 0.5815, top5_acc: 0.8003, loss_cls: 1.8138, loss: 1.8138, grad_norm: 5.0709 2020-10-02 05:33:57,871 - mmaction - INFO - Epoch [41][680/2825] lr: 7.500e-04, eta: 2 days, 0:55:27, time: 1.034, data_time: 0.100, memory: 8353, top1_acc: 0.5727, top5_acc: 0.7917, loss_cls: 1.8811, loss: 1.8811, grad_norm: 5.1322 2020-10-02 05:34:19,166 - mmaction - INFO - Epoch [41][700/2825] lr: 7.500e-04, eta: 2 days, 0:55:07, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.5964, top5_acc: 0.8016, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.0655 2020-10-02 05:34:39,568 - mmaction - INFO - Epoch [41][720/2825] lr: 7.500e-04, eta: 2 days, 0:54:46, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.5896, top5_acc: 0.7964, loss_cls: 1.8116, loss: 1.8116, grad_norm: 5.0804 2020-10-02 05:34:59,982 - mmaction - INFO - Epoch [41][740/2825] lr: 7.500e-04, eta: 2 days, 0:54:24, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.1000 2020-10-02 05:35:20,566 - mmaction - INFO - Epoch [41][760/2825] lr: 7.500e-04, eta: 2 days, 0:54:03, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5779, top5_acc: 0.8070, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.1422 2020-10-02 05:35:40,222 - mmaction - INFO - Epoch [41][780/2825] lr: 7.500e-04, eta: 2 days, 0:53:40, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.5839, top5_acc: 0.8000, loss_cls: 1.8072, loss: 1.8072, grad_norm: 5.1234 2020-10-02 05:36:01,487 - mmaction - INFO - Epoch [41][800/2825] lr: 7.500e-04, eta: 2 days, 0:53:20, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5737, top5_acc: 0.7948, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.0937 2020-10-02 05:36:22,897 - mmaction - INFO - Epoch [41][820/2825] lr: 7.500e-04, eta: 2 days, 0:53:00, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.5792, top5_acc: 0.7961, loss_cls: 1.8158, loss: 1.8158, grad_norm: 5.0400 2020-10-02 05:36:42,349 - mmaction - INFO - Epoch [41][840/2825] lr: 7.500e-04, eta: 2 days, 0:52:37, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.5766, top5_acc: 0.7849, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.2075 2020-10-02 05:37:02,800 - mmaction - INFO - Epoch [41][860/2825] lr: 7.500e-04, eta: 2 days, 0:52:15, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.5857, top5_acc: 0.8031, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.1126 2020-10-02 05:37:23,710 - mmaction - INFO - Epoch [41][880/2825] lr: 7.500e-04, eta: 2 days, 0:51:55, time: 1.045, data_time: 0.034, memory: 8353, top1_acc: 0.5867, top5_acc: 0.8120, loss_cls: 1.7649, loss: 1.7649, grad_norm: 5.0591 2020-10-02 05:37:45,113 - mmaction - INFO - Epoch [41][900/2825] lr: 7.500e-04, eta: 2 days, 0:51:34, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5786, top5_acc: 0.7945, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.0922 2020-10-02 05:38:05,370 - mmaction - INFO - Epoch [41][920/2825] lr: 7.500e-04, eta: 2 days, 0:51:13, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.5781, top5_acc: 0.8102, loss_cls: 1.7957, loss: 1.7957, grad_norm: 5.1567 2020-10-02 05:38:25,909 - mmaction - INFO - Epoch [41][940/2825] lr: 7.500e-04, eta: 2 days, 0:50:51, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5807, top5_acc: 0.7958, loss_cls: 1.8225, loss: 1.8225, grad_norm: 5.0972 2020-10-02 05:38:46,394 - mmaction - INFO - Epoch [41][960/2825] lr: 7.500e-04, eta: 2 days, 0:50:30, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5763, top5_acc: 0.7971, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.1443 2020-10-02 05:39:06,879 - mmaction - INFO - Epoch [41][980/2825] lr: 7.500e-04, eta: 2 days, 0:50:08, time: 1.024, data_time: 0.004, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8044, loss_cls: 1.7788, loss: 1.7788, grad_norm: 5.0452 2020-10-02 05:39:26,923 - mmaction - INFO - Epoch [41][1000/2825] lr: 7.500e-04, eta: 2 days, 0:49:46, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.5875, top5_acc: 0.7982, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.0878 2020-10-02 05:39:47,895 - mmaction - INFO - Epoch [41][1020/2825] lr: 7.500e-04, eta: 2 days, 0:49:26, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5828, top5_acc: 0.8060, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.1100 2020-10-02 05:40:09,284 - mmaction - INFO - Epoch [41][1040/2825] lr: 7.500e-04, eta: 2 days, 0:49:06, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.5857, top5_acc: 0.8052, loss_cls: 1.7837, loss: 1.7837, grad_norm: 5.0844 2020-10-02 05:40:30,399 - mmaction - INFO - Epoch [41][1060/2825] lr: 7.500e-04, eta: 2 days, 0:48:45, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5891, top5_acc: 0.8109, loss_cls: 1.7551, loss: 1.7551, grad_norm: 5.1453 2020-10-02 05:40:50,873 - mmaction - INFO - Epoch [41][1080/2825] lr: 7.500e-04, eta: 2 days, 0:48:24, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.5911, top5_acc: 0.8039, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.1132 2020-10-02 05:41:10,626 - mmaction - INFO - Epoch [41][1100/2825] lr: 7.500e-04, eta: 2 days, 0:48:01, time: 0.987, data_time: 0.007, memory: 8353, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.8151, loss: 1.8151, grad_norm: 5.1100 2020-10-02 05:41:32,084 - mmaction - INFO - Epoch [41][1120/2825] lr: 7.500e-04, eta: 2 days, 0:47:41, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.5867, top5_acc: 0.7995, loss_cls: 1.8185, loss: 1.8185, grad_norm: 5.1965 2020-10-02 05:41:52,525 - mmaction - INFO - Epoch [41][1140/2825] lr: 7.500e-04, eta: 2 days, 0:47:20, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.5859, top5_acc: 0.8091, loss_cls: 1.7677, loss: 1.7677, grad_norm: 5.0820 2020-10-02 05:42:13,608 - mmaction - INFO - Epoch [41][1160/2825] lr: 7.500e-04, eta: 2 days, 0:46:59, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.5742, top5_acc: 0.8052, loss_cls: 1.7995, loss: 1.7995, grad_norm: 5.0940 2020-10-02 05:42:35,390 - mmaction - INFO - Epoch [41][1180/2825] lr: 7.500e-04, eta: 2 days, 0:46:40, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.5846, top5_acc: 0.7966, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.1417 2020-10-02 05:42:54,362 - mmaction - INFO - Epoch [41][1200/2825] lr: 7.500e-04, eta: 2 days, 0:46:16, time: 0.948, data_time: 0.002, memory: 8353, top1_acc: 0.5940, top5_acc: 0.8057, loss_cls: 1.7680, loss: 1.7680, grad_norm: 5.1006 2020-10-02 05:43:15,194 - mmaction - INFO - Epoch [41][1220/2825] lr: 7.500e-04, eta: 2 days, 0:45:55, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5797, top5_acc: 0.8141, loss_cls: 1.7673, loss: 1.7673, grad_norm: 5.1232 2020-10-02 05:43:37,084 - mmaction - INFO - Epoch [41][1240/2825] lr: 7.500e-04, eta: 2 days, 0:45:36, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8094, loss_cls: 1.7579, loss: 1.7579, grad_norm: 5.0501 2020-10-02 05:43:58,233 - mmaction - INFO - Epoch [41][1260/2825] lr: 7.500e-04, eta: 2 days, 0:45:15, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.5898, top5_acc: 0.8112, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.1240 2020-10-02 05:44:17,983 - mmaction - INFO - Epoch [41][1280/2825] lr: 7.500e-04, eta: 2 days, 0:44:53, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.5833, top5_acc: 0.7987, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.1071 2020-10-02 05:44:39,167 - mmaction - INFO - Epoch [41][1300/2825] lr: 7.500e-04, eta: 2 days, 0:44:32, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.5859, top5_acc: 0.7997, loss_cls: 1.8241, loss: 1.8241, grad_norm: 5.2230 2020-10-02 05:44:59,593 - mmaction - INFO - Epoch [41][1320/2825] lr: 7.500e-04, eta: 2 days, 0:44:11, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5786, top5_acc: 0.7932, loss_cls: 1.8334, loss: 1.8334, grad_norm: 5.1596 2020-10-02 05:45:19,851 - mmaction - INFO - Epoch [41][1340/2825] lr: 7.500e-04, eta: 2 days, 0:43:49, time: 1.013, data_time: 0.027, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8107, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.0730 2020-10-02 05:45:40,305 - mmaction - INFO - Epoch [41][1360/2825] lr: 7.500e-04, eta: 2 days, 0:43:28, time: 1.023, data_time: 0.034, memory: 8353, top1_acc: 0.5935, top5_acc: 0.8102, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.0293 2020-10-02 05:46:01,291 - mmaction - INFO - Epoch [41][1380/2825] lr: 7.500e-04, eta: 2 days, 0:43:07, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8052, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.1001 2020-10-02 05:46:23,144 - mmaction - INFO - Epoch [41][1400/2825] lr: 7.500e-04, eta: 2 days, 0:42:48, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.5724, top5_acc: 0.7964, loss_cls: 1.8564, loss: 1.8564, grad_norm: 5.2379 2020-10-02 05:46:43,302 - mmaction - INFO - Epoch [41][1420/2825] lr: 7.500e-04, eta: 2 days, 0:42:26, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5781, top5_acc: 0.7971, loss_cls: 1.8189, loss: 1.8189, grad_norm: 5.1272 2020-10-02 05:47:03,533 - mmaction - INFO - Epoch [41][1440/2825] lr: 7.500e-04, eta: 2 days, 0:42:04, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8091, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.0268 2020-10-02 05:47:24,484 - mmaction - INFO - Epoch [41][1460/2825] lr: 7.500e-04, eta: 2 days, 0:41:43, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.5930, top5_acc: 0.8049, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.1112 2020-10-02 05:47:44,718 - mmaction - INFO - Epoch [41][1480/2825] lr: 7.500e-04, eta: 2 days, 0:41:21, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8128, loss_cls: 1.7478, loss: 1.7478, grad_norm: 5.1546 2020-10-02 05:48:05,464 - mmaction - INFO - Epoch [41][1500/2825] lr: 7.500e-04, eta: 2 days, 0:41:00, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.5948, top5_acc: 0.7987, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.0910 2020-10-02 05:48:26,306 - mmaction - INFO - Epoch [41][1520/2825] lr: 7.500e-04, eta: 2 days, 0:40:39, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5948, top5_acc: 0.8013, loss_cls: 1.7679, loss: 1.7679, grad_norm: 5.1423 2020-10-02 05:48:46,765 - mmaction - INFO - Epoch [41][1540/2825] lr: 7.500e-04, eta: 2 days, 0:40:18, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.5997, top5_acc: 0.7977, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.1018 2020-10-02 05:49:07,385 - mmaction - INFO - Epoch [41][1560/2825] lr: 7.500e-04, eta: 2 days, 0:39:57, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.5852, top5_acc: 0.7932, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.2531 2020-10-02 05:49:27,655 - mmaction - INFO - Epoch [41][1580/2825] lr: 7.500e-04, eta: 2 days, 0:39:35, time: 1.014, data_time: 0.004, memory: 8353, top1_acc: 0.5888, top5_acc: 0.8036, loss_cls: 1.7633, loss: 1.7633, grad_norm: 5.0744 2020-10-02 05:49:49,583 - mmaction - INFO - Epoch [41][1600/2825] lr: 7.500e-04, eta: 2 days, 0:39:16, time: 1.097, data_time: 0.026, memory: 8353, top1_acc: 0.5870, top5_acc: 0.7935, loss_cls: 1.8026, loss: 1.8026, grad_norm: 5.1380 2020-10-02 05:50:10,214 - mmaction - INFO - Epoch [41][1620/2825] lr: 7.500e-04, eta: 2 days, 0:38:54, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5839, top5_acc: 0.8039, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.2301 2020-10-02 05:50:29,651 - mmaction - INFO - Epoch [41][1640/2825] lr: 7.500e-04, eta: 2 days, 0:38:31, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.5917, top5_acc: 0.8115, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.1602 2020-10-02 05:50:50,721 - mmaction - INFO - Epoch [41][1660/2825] lr: 7.500e-04, eta: 2 days, 0:38:11, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5854, top5_acc: 0.8023, loss_cls: 1.8108, loss: 1.8108, grad_norm: 5.2296 2020-10-02 05:51:11,566 - mmaction - INFO - Epoch [41][1680/2825] lr: 7.500e-04, eta: 2 days, 0:37:50, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.5924, top5_acc: 0.8065, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.1705 2020-10-02 05:51:31,953 - mmaction - INFO - Epoch [41][1700/2825] lr: 7.500e-04, eta: 2 days, 0:37:28, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.5865, top5_acc: 0.7979, loss_cls: 1.8007, loss: 1.8007, grad_norm: 5.1656 2020-10-02 05:51:52,714 - mmaction - INFO - Epoch [41][1720/2825] lr: 7.500e-04, eta: 2 days, 0:37:07, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5997, top5_acc: 0.8109, loss_cls: 1.7553, loss: 1.7553, grad_norm: 5.1587 2020-10-02 05:52:12,226 - mmaction - INFO - Epoch [41][1740/2825] lr: 7.500e-04, eta: 2 days, 0:36:45, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.5896, top5_acc: 0.8036, loss_cls: 1.7658, loss: 1.7658, grad_norm: 5.1248 2020-10-02 05:52:32,999 - mmaction - INFO - Epoch [41][1760/2825] lr: 7.500e-04, eta: 2 days, 0:36:24, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.5948, top5_acc: 0.8091, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.1535 2020-10-02 05:52:54,262 - mmaction - INFO - Epoch [41][1780/2825] lr: 7.500e-04, eta: 2 days, 0:36:03, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5872, top5_acc: 0.8047, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.1877 2020-10-02 05:53:15,096 - mmaction - INFO - Epoch [41][1800/2825] lr: 7.500e-04, eta: 2 days, 0:35:42, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.5789, top5_acc: 0.8003, loss_cls: 1.8100, loss: 1.8100, grad_norm: 5.1024 2020-10-02 05:53:35,359 - mmaction - INFO - Epoch [41][1820/2825] lr: 7.500e-04, eta: 2 days, 0:35:21, time: 1.014, data_time: 0.003, memory: 8353, top1_acc: 0.5958, top5_acc: 0.8138, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.1326 2020-10-02 05:53:56,200 - mmaction - INFO - Epoch [41][1840/2825] lr: 7.500e-04, eta: 2 days, 0:35:00, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5909, top5_acc: 0.8091, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.2400 2020-10-02 05:54:17,383 - mmaction - INFO - Epoch [41][1860/2825] lr: 7.500e-04, eta: 2 days, 0:34:39, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8102, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.9936 2020-10-02 05:54:37,580 - mmaction - INFO - Epoch [41][1880/2825] lr: 7.500e-04, eta: 2 days, 0:34:18, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.5859, top5_acc: 0.8044, loss_cls: 1.7703, loss: 1.7703, grad_norm: 5.1345 2020-10-02 05:54:58,735 - mmaction - INFO - Epoch [41][1900/2825] lr: 7.500e-04, eta: 2 days, 0:33:57, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.2411 2020-10-02 05:55:18,883 - mmaction - INFO - Epoch [41][1920/2825] lr: 7.500e-04, eta: 2 days, 0:33:35, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.5930, top5_acc: 0.8089, loss_cls: 1.7498, loss: 1.7498, grad_norm: 5.1081 2020-10-02 05:55:39,675 - mmaction - INFO - Epoch [41][1940/2825] lr: 7.500e-04, eta: 2 days, 0:33:14, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7683, loss: 1.7683, grad_norm: 5.1002 2020-10-02 05:56:00,725 - mmaction - INFO - Epoch [41][1960/2825] lr: 7.500e-04, eta: 2 days, 0:32:54, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.5846, top5_acc: 0.8031, loss_cls: 1.8018, loss: 1.8018, grad_norm: 5.2421 2020-10-02 05:56:21,621 - mmaction - INFO - Epoch [41][1980/2825] lr: 7.500e-04, eta: 2 days, 0:32:33, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5799, top5_acc: 0.7966, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.3153 2020-10-02 05:56:40,895 - mmaction - INFO - Epoch [41][2000/2825] lr: 7.500e-04, eta: 2 days, 0:32:10, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.5854, top5_acc: 0.7958, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.2809 2020-10-02 05:57:02,493 - mmaction - INFO - Epoch [41][2020/2825] lr: 7.500e-04, eta: 2 days, 0:31:50, time: 1.080, data_time: 0.004, memory: 8353, top1_acc: 0.5805, top5_acc: 0.8062, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.1754 2020-10-02 05:57:22,920 - mmaction - INFO - Epoch [41][2040/2825] lr: 7.500e-04, eta: 2 days, 0:31:28, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.7301, loss: 1.7301, grad_norm: 5.0657 2020-10-02 05:57:43,233 - mmaction - INFO - Epoch [41][2060/2825] lr: 7.500e-04, eta: 2 days, 0:31:07, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.5937, top5_acc: 0.8034, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.2605 2020-10-02 05:58:04,149 - mmaction - INFO - Epoch [41][2080/2825] lr: 7.500e-04, eta: 2 days, 0:30:46, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.5951, top5_acc: 0.7987, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.1383 2020-10-02 05:58:24,679 - mmaction - INFO - Epoch [41][2100/2825] lr: 7.500e-04, eta: 2 days, 0:30:25, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.1441 2020-10-02 05:58:47,359 - mmaction - INFO - Epoch [41][2120/2825] lr: 7.500e-04, eta: 2 days, 0:30:06, time: 1.135, data_time: 0.003, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8128, loss_cls: 1.7173, loss: 1.7173, grad_norm: 5.0747 2020-10-02 05:59:07,461 - mmaction - INFO - Epoch [41][2140/2825] lr: 7.500e-04, eta: 2 days, 0:29:44, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.5878, top5_acc: 0.8102, loss_cls: 1.7625, loss: 1.7625, grad_norm: 5.2107 2020-10-02 05:59:27,704 - mmaction - INFO - Epoch [41][2160/2825] lr: 7.500e-04, eta: 2 days, 0:29:23, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.5935, top5_acc: 0.7997, loss_cls: 1.7764, loss: 1.7764, grad_norm: 5.2045 2020-10-02 05:59:48,959 - mmaction - INFO - Epoch [41][2180/2825] lr: 7.500e-04, eta: 2 days, 0:29:02, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.8026, loss: 1.8026, grad_norm: 5.1761 2020-10-02 06:00:11,422 - mmaction - INFO - Epoch [41][2200/2825] lr: 7.500e-04, eta: 2 days, 0:28:44, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.5888, top5_acc: 0.7984, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.1882 2020-10-02 06:00:31,134 - mmaction - INFO - Epoch [41][2220/2825] lr: 7.500e-04, eta: 2 days, 0:28:21, time: 0.986, data_time: 0.003, memory: 8353, top1_acc: 0.5956, top5_acc: 0.8065, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.1251 2020-10-02 06:00:52,752 - mmaction - INFO - Epoch [41][2240/2825] lr: 7.500e-04, eta: 2 days, 0:28:01, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.5924, top5_acc: 0.8190, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.2030 2020-10-02 06:01:13,256 - mmaction - INFO - Epoch [41][2260/2825] lr: 7.500e-04, eta: 2 days, 0:27:40, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5997, top5_acc: 0.8206, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.1804 2020-10-02 06:01:34,220 - mmaction - INFO - Epoch [41][2280/2825] lr: 7.500e-04, eta: 2 days, 0:27:19, time: 1.048, data_time: 0.017, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8130, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.1093 2020-10-02 06:01:54,353 - mmaction - INFO - Epoch [41][2300/2825] lr: 7.500e-04, eta: 2 days, 0:26:57, time: 1.006, data_time: 0.018, memory: 8353, top1_acc: 0.5870, top5_acc: 0.7948, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.1543 2020-10-02 06:02:15,864 - mmaction - INFO - Epoch [41][2320/2825] lr: 7.500e-04, eta: 2 days, 0:26:37, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6996, loss: 1.6996, grad_norm: 5.0912 2020-10-02 06:02:37,104 - mmaction - INFO - Epoch [41][2340/2825] lr: 7.500e-04, eta: 2 days, 0:26:17, time: 1.063, data_time: 0.019, memory: 8353, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.2541 2020-10-02 06:02:57,278 - mmaction - INFO - Epoch [41][2360/2825] lr: 7.500e-04, eta: 2 days, 0:25:55, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8169, loss_cls: 1.7013, loss: 1.7013, grad_norm: 5.0667 2020-10-02 06:03:18,104 - mmaction - INFO - Epoch [41][2380/2825] lr: 7.500e-04, eta: 2 days, 0:25:34, time: 1.041, data_time: 0.005, memory: 8353, top1_acc: 0.5893, top5_acc: 0.8076, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.2553 2020-10-02 06:03:38,783 - mmaction - INFO - Epoch [41][2400/2825] lr: 7.500e-04, eta: 2 days, 0:25:13, time: 1.034, data_time: 0.006, memory: 8353, top1_acc: 0.5951, top5_acc: 0.8138, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.2010 2020-10-02 06:03:58,773 - mmaction - INFO - Epoch [41][2420/2825] lr: 7.500e-04, eta: 2 days, 0:24:51, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8117, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.0555 2020-10-02 06:04:19,591 - mmaction - INFO - Epoch [41][2440/2825] lr: 7.500e-04, eta: 2 days, 0:24:30, time: 1.041, data_time: 0.012, memory: 8353, top1_acc: 0.5841, top5_acc: 0.8146, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.1352 2020-10-02 06:04:39,352 - mmaction - INFO - Epoch [41][2460/2825] lr: 7.500e-04, eta: 2 days, 0:24:08, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8148, loss_cls: 1.7095, loss: 1.7095, grad_norm: 5.1530 2020-10-02 06:05:00,852 - mmaction - INFO - Epoch [41][2480/2825] lr: 7.500e-04, eta: 2 days, 0:23:48, time: 1.075, data_time: 0.109, memory: 8353, top1_acc: 0.5883, top5_acc: 0.7974, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.2561 2020-10-02 06:05:21,028 - mmaction - INFO - Epoch [41][2500/2825] lr: 7.500e-04, eta: 2 days, 0:23:26, time: 1.009, data_time: 0.089, memory: 8353, top1_acc: 0.6021, top5_acc: 0.8164, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.2628 2020-10-02 06:05:41,573 - mmaction - INFO - Epoch [41][2520/2825] lr: 7.500e-04, eta: 2 days, 0:23:05, time: 1.028, data_time: 0.136, memory: 8353, top1_acc: 0.5940, top5_acc: 0.8029, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.1631 2020-10-02 06:06:02,626 - mmaction - INFO - Epoch [41][2540/2825] lr: 7.500e-04, eta: 2 days, 0:22:44, time: 1.053, data_time: 0.027, memory: 8353, top1_acc: 0.5990, top5_acc: 0.8201, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.1631 2020-10-02 06:06:23,180 - mmaction - INFO - Epoch [41][2560/2825] lr: 7.500e-04, eta: 2 days, 0:22:23, time: 1.028, data_time: 0.023, memory: 8353, top1_acc: 0.5940, top5_acc: 0.8044, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.2492 2020-10-02 06:06:44,365 - mmaction - INFO - Epoch [41][2580/2825] lr: 7.500e-04, eta: 2 days, 0:22:02, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.5786, top5_acc: 0.8016, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.2049 2020-10-02 06:07:05,542 - mmaction - INFO - Epoch [41][2600/2825] lr: 7.500e-04, eta: 2 days, 0:21:42, time: 1.058, data_time: 0.049, memory: 8353, top1_acc: 0.5956, top5_acc: 0.8096, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.1895 2020-10-02 06:07:26,044 - mmaction - INFO - Epoch [41][2620/2825] lr: 7.500e-04, eta: 2 days, 0:21:21, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5927, top5_acc: 0.8055, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.0657 2020-10-02 06:07:46,133 - mmaction - INFO - Epoch [41][2640/2825] lr: 7.500e-04, eta: 2 days, 0:20:59, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5875, top5_acc: 0.7956, loss_cls: 1.8204, loss: 1.8204, grad_norm: 5.1975 2020-10-02 06:08:07,532 - mmaction - INFO - Epoch [41][2660/2825] lr: 7.500e-04, eta: 2 days, 0:20:38, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.5719, top5_acc: 0.8029, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.2982 2020-10-02 06:08:28,018 - mmaction - INFO - Epoch [41][2680/2825] lr: 7.500e-04, eta: 2 days, 0:20:17, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.5841, top5_acc: 0.8034, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.2307 2020-10-02 06:08:49,154 - mmaction - INFO - Epoch [41][2700/2825] lr: 7.500e-04, eta: 2 days, 0:19:57, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8026, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.2249 2020-10-02 06:09:09,555 - mmaction - INFO - Epoch [41][2720/2825] lr: 7.500e-04, eta: 2 days, 0:19:35, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8128, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.1430 2020-10-02 06:09:30,273 - mmaction - INFO - Epoch [41][2740/2825] lr: 7.500e-04, eta: 2 days, 0:19:14, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.5971, top5_acc: 0.8005, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.2344 2020-10-02 06:09:50,919 - mmaction - INFO - Epoch [41][2760/2825] lr: 7.500e-04, eta: 2 days, 0:18:53, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8240, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.1751 2020-10-02 06:10:10,803 - mmaction - INFO - Epoch [41][2780/2825] lr: 7.500e-04, eta: 2 days, 0:18:31, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5758, top5_acc: 0.8034, loss_cls: 1.8000, loss: 1.8000, grad_norm: 5.2373 2020-10-02 06:10:32,440 - mmaction - INFO - Epoch [41][2800/2825] lr: 7.500e-04, eta: 2 days, 0:18:11, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.5992, top5_acc: 0.8099, loss_cls: 1.7589, loss: 1.7589, grad_norm: 5.2925 2020-10-02 06:10:51,893 - mmaction - INFO - Epoch [41][2820/2825] lr: 7.500e-04, eta: 2 days, 0:17:48, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5969, top5_acc: 0.8065, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.1987 2020-10-02 06:10:58,764 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-10-02 06:11:46,266 - mmaction - INFO - Epoch [42][20/2825] lr: 7.500e-04, eta: 2 days, 0:17:51, time: 2.309, data_time: 1.372, memory: 8353, top1_acc: 0.5888, top5_acc: 0.8068, loss_cls: 1.7444, loss: 1.7444, grad_norm: 5.1833 2020-10-02 06:12:06,294 - mmaction - INFO - Epoch [42][40/2825] lr: 7.500e-04, eta: 2 days, 0:17:29, time: 1.001, data_time: 0.010, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8125, loss_cls: 1.7156, loss: 1.7156, grad_norm: 5.1743 2020-10-02 06:12:28,040 - mmaction - INFO - Epoch [42][60/2825] lr: 7.500e-04, eta: 2 days, 0:17:09, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8023, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.2094 2020-10-02 06:12:49,914 - mmaction - INFO - Epoch [42][80/2825] lr: 7.500e-04, eta: 2 days, 0:16:50, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8130, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.2313 2020-10-02 06:13:09,908 - mmaction - INFO - Epoch [42][100/2825] lr: 7.500e-04, eta: 2 days, 0:16:28, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8174, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.2665 2020-10-02 06:13:30,413 - mmaction - INFO - Epoch [42][120/2825] lr: 7.500e-04, eta: 2 days, 0:16:06, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5966, top5_acc: 0.8063, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.2912 2020-10-02 06:13:51,661 - mmaction - INFO - Epoch [42][140/2825] lr: 7.500e-04, eta: 2 days, 0:15:46, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8102, loss_cls: 1.7519, loss: 1.7519, grad_norm: 5.2252 2020-10-02 06:14:12,958 - mmaction - INFO - Epoch [42][160/2825] lr: 7.500e-04, eta: 2 days, 0:15:26, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.5966, top5_acc: 0.8047, loss_cls: 1.7553, loss: 1.7553, grad_norm: 5.1902 2020-10-02 06:14:32,387 - mmaction - INFO - Epoch [42][180/2825] lr: 7.500e-04, eta: 2 days, 0:15:03, time: 0.971, data_time: 0.001, memory: 8353, top1_acc: 0.5935, top5_acc: 0.8102, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.2139 2020-10-02 06:14:53,587 - mmaction - INFO - Epoch [42][200/2825] lr: 7.500e-04, eta: 2 days, 0:14:42, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8237, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.2370 2020-10-02 06:15:13,389 - mmaction - INFO - Epoch [42][220/2825] lr: 7.500e-04, eta: 2 days, 0:14:20, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.5964, top5_acc: 0.8003, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.1532 2020-10-02 06:15:34,651 - mmaction - INFO - Epoch [42][240/2825] lr: 7.500e-04, eta: 2 days, 0:14:00, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.7589, loss: 1.7589, grad_norm: 5.1776 2020-10-02 06:15:55,510 - mmaction - INFO - Epoch [42][260/2825] lr: 7.500e-04, eta: 2 days, 0:13:39, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8076, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.2353 2020-10-02 06:16:15,817 - mmaction - INFO - Epoch [42][280/2825] lr: 7.500e-04, eta: 2 days, 0:13:17, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.5784, top5_acc: 0.8013, loss_cls: 1.8092, loss: 1.8092, grad_norm: 5.2702 2020-10-02 06:16:35,881 - mmaction - INFO - Epoch [42][300/2825] lr: 7.500e-04, eta: 2 days, 0:12:55, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5909, top5_acc: 0.8122, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.3427 2020-10-02 06:16:57,485 - mmaction - INFO - Epoch [42][320/2825] lr: 7.500e-04, eta: 2 days, 0:12:35, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.5995, top5_acc: 0.8172, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.2752 2020-10-02 06:17:17,783 - mmaction - INFO - Epoch [42][340/2825] lr: 7.500e-04, eta: 2 days, 0:12:14, time: 1.015, data_time: 0.123, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8177, loss_cls: 1.6862, loss: 1.6862, grad_norm: 5.1210 2020-10-02 06:17:38,059 - mmaction - INFO - Epoch [42][360/2825] lr: 7.500e-04, eta: 2 days, 0:11:52, time: 1.013, data_time: 0.092, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8081, loss_cls: 1.7807, loss: 1.7807, grad_norm: 5.1828 2020-10-02 06:17:59,158 - mmaction - INFO - Epoch [42][380/2825] lr: 7.500e-04, eta: 2 days, 0:11:31, time: 1.055, data_time: 0.006, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8089, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.1921 2020-10-02 06:18:19,784 - mmaction - INFO - Epoch [42][400/2825] lr: 7.500e-04, eta: 2 days, 0:11:10, time: 1.032, data_time: 0.084, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8138, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.1981 2020-10-02 06:18:41,277 - mmaction - INFO - Epoch [42][420/2825] lr: 7.500e-04, eta: 2 days, 0:10:50, time: 1.074, data_time: 0.401, memory: 8353, top1_acc: 0.5927, top5_acc: 0.8047, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.3383 2020-10-02 06:19:01,032 - mmaction - INFO - Epoch [42][440/2825] lr: 7.500e-04, eta: 2 days, 0:10:28, time: 0.987, data_time: 0.275, memory: 8353, top1_acc: 0.5995, top5_acc: 0.8208, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.2639 2020-10-02 06:19:21,667 - mmaction - INFO - Epoch [42][460/2825] lr: 7.500e-04, eta: 2 days, 0:10:06, time: 1.032, data_time: 0.388, memory: 8353, top1_acc: 0.5896, top5_acc: 0.8102, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.2851 2020-10-02 06:19:42,690 - mmaction - INFO - Epoch [42][480/2825] lr: 7.500e-04, eta: 2 days, 0:09:46, time: 1.052, data_time: 0.223, memory: 8353, top1_acc: 0.5987, top5_acc: 0.8060, loss_cls: 1.7633, loss: 1.7633, grad_norm: 5.2772 2020-10-02 06:20:02,735 - mmaction - INFO - Epoch [42][500/2825] lr: 7.500e-04, eta: 2 days, 0:09:24, time: 1.001, data_time: 0.218, memory: 8353, top1_acc: 0.5911, top5_acc: 0.8049, loss_cls: 1.7717, loss: 1.7717, grad_norm: 5.2797 2020-10-02 06:20:24,189 - mmaction - INFO - Epoch [42][520/2825] lr: 7.500e-04, eta: 2 days, 0:09:04, time: 1.073, data_time: 0.136, memory: 8353, top1_acc: 0.5904, top5_acc: 0.8018, loss_cls: 1.7680, loss: 1.7680, grad_norm: 5.2587 2020-10-02 06:20:44,853 - mmaction - INFO - Epoch [42][540/2825] lr: 7.500e-04, eta: 2 days, 0:08:43, time: 1.034, data_time: 0.008, memory: 8353, top1_acc: 0.5961, top5_acc: 0.8099, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.2916 2020-10-02 06:21:04,860 - mmaction - INFO - Epoch [42][560/2825] lr: 7.500e-04, eta: 2 days, 0:08:20, time: 0.998, data_time: 0.035, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8128, loss_cls: 1.7390, loss: 1.7390, grad_norm: 5.1837 2020-10-02 06:21:26,136 - mmaction - INFO - Epoch [42][580/2825] lr: 7.500e-04, eta: 2 days, 0:08:00, time: 1.065, data_time: 0.315, memory: 8353, top1_acc: 0.5927, top5_acc: 0.8023, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.2379 2020-10-02 06:21:45,528 - mmaction - INFO - Epoch [42][600/2825] lr: 7.500e-04, eta: 2 days, 0:07:37, time: 0.970, data_time: 0.254, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8089, loss_cls: 1.7418, loss: 1.7418, grad_norm: 5.2013 2020-10-02 06:22:06,264 - mmaction - INFO - Epoch [42][620/2825] lr: 7.500e-04, eta: 2 days, 0:07:16, time: 1.037, data_time: 0.133, memory: 8353, top1_acc: 0.5995, top5_acc: 0.8172, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.2384 2020-10-02 06:22:28,174 - mmaction - INFO - Epoch [42][640/2825] lr: 7.500e-04, eta: 2 days, 0:06:57, time: 1.095, data_time: 0.020, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8148, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.3245 2020-10-02 06:22:48,699 - mmaction - INFO - Epoch [42][660/2825] lr: 7.500e-04, eta: 2 days, 0:06:35, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7941, loss: 1.7941, grad_norm: 5.2873 2020-10-02 06:23:08,584 - mmaction - INFO - Epoch [42][680/2825] lr: 7.500e-04, eta: 2 days, 0:06:13, time: 0.994, data_time: 0.003, memory: 8353, top1_acc: 0.5958, top5_acc: 0.8073, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.2807 2020-10-02 06:23:30,276 - mmaction - INFO - Epoch [42][700/2825] lr: 7.500e-04, eta: 2 days, 0:05:54, time: 1.085, data_time: 0.111, memory: 8353, top1_acc: 0.5732, top5_acc: 0.8013, loss_cls: 1.7951, loss: 1.7951, grad_norm: 5.3240 2020-10-02 06:23:49,875 - mmaction - INFO - Epoch [42][720/2825] lr: 7.500e-04, eta: 2 days, 0:05:31, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6013, top5_acc: 0.8094, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.1666 2020-10-02 06:24:10,411 - mmaction - INFO - Epoch [42][740/2825] lr: 7.500e-04, eta: 2 days, 0:05:10, time: 1.026, data_time: 0.006, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.1903 2020-10-02 06:24:31,238 - mmaction - INFO - Epoch [42][760/2825] lr: 7.500e-04, eta: 2 days, 0:04:49, time: 1.042, data_time: 0.182, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8227, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.2165 2020-10-02 06:24:52,346 - mmaction - INFO - Epoch [42][780/2825] lr: 7.500e-04, eta: 2 days, 0:04:28, time: 1.055, data_time: 0.050, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8089, loss_cls: 1.7637, loss: 1.7637, grad_norm: 5.3544 2020-10-02 06:25:13,590 - mmaction - INFO - Epoch [42][800/2825] lr: 7.500e-04, eta: 2 days, 0:04:08, time: 1.063, data_time: 0.383, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8117, loss_cls: 1.7412, loss: 1.7412, grad_norm: 5.2523 2020-10-02 06:25:33,721 - mmaction - INFO - Epoch [42][820/2825] lr: 7.500e-04, eta: 2 days, 0:03:46, time: 1.006, data_time: 0.334, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8128, loss_cls: 1.7355, loss: 1.7355, grad_norm: 5.1064 2020-10-02 06:25:54,558 - mmaction - INFO - Epoch [42][840/2825] lr: 7.500e-04, eta: 2 days, 0:03:25, time: 1.041, data_time: 0.125, memory: 8353, top1_acc: 0.5948, top5_acc: 0.8141, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.3095 2020-10-02 06:26:14,145 - mmaction - INFO - Epoch [42][860/2825] lr: 7.500e-04, eta: 2 days, 0:03:02, time: 0.980, data_time: 0.023, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8076, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.2040 2020-10-02 06:26:35,745 - mmaction - INFO - Epoch [42][880/2825] lr: 7.500e-04, eta: 2 days, 0:02:42, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8083, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.2214 2020-10-02 06:26:57,477 - mmaction - INFO - Epoch [42][900/2825] lr: 7.500e-04, eta: 2 days, 0:02:23, time: 1.088, data_time: 0.003, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8188, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.2554 2020-10-02 06:27:16,976 - mmaction - INFO - Epoch [42][920/2825] lr: 7.500e-04, eta: 2 days, 0:02:00, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.5951, top5_acc: 0.8042, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.3254 2020-10-02 06:27:38,196 - mmaction - INFO - Epoch [42][940/2825] lr: 7.500e-04, eta: 2 days, 0:01:40, time: 1.062, data_time: 0.010, memory: 8353, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.3049 2020-10-02 06:27:58,875 - mmaction - INFO - Epoch [42][960/2825] lr: 7.500e-04, eta: 2 days, 0:01:19, time: 1.033, data_time: 0.325, memory: 8353, top1_acc: 0.5883, top5_acc: 0.8034, loss_cls: 1.7659, loss: 1.7659, grad_norm: 5.2965 2020-10-02 06:28:19,006 - mmaction - INFO - Epoch [42][980/2825] lr: 7.500e-04, eta: 2 days, 0:00:57, time: 1.006, data_time: 0.158, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8135, loss_cls: 1.6988, loss: 1.6988, grad_norm: 5.1613 2020-10-02 06:28:40,049 - mmaction - INFO - Epoch [42][1000/2825] lr: 7.500e-04, eta: 2 days, 0:00:36, time: 1.053, data_time: 0.025, memory: 8353, top1_acc: 0.5909, top5_acc: 0.8034, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.3544 2020-10-02 06:29:00,616 - mmaction - INFO - Epoch [42][1020/2825] lr: 7.500e-04, eta: 2 days, 0:00:15, time: 1.029, data_time: 0.161, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8190, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.2668 2020-10-02 06:29:21,492 - mmaction - INFO - Epoch [42][1040/2825] lr: 7.500e-04, eta: 1 day, 23:59:54, time: 1.044, data_time: 0.202, memory: 8353, top1_acc: 0.5987, top5_acc: 0.8057, loss_cls: 1.7539, loss: 1.7539, grad_norm: 5.3476 2020-10-02 06:29:41,360 - mmaction - INFO - Epoch [42][1060/2825] lr: 7.500e-04, eta: 1 day, 23:59:32, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.2192 2020-10-02 06:30:03,294 - mmaction - INFO - Epoch [42][1080/2825] lr: 7.500e-04, eta: 1 day, 23:59:12, time: 1.098, data_time: 0.079, memory: 8353, top1_acc: 0.6029, top5_acc: 0.8055, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.2753 2020-10-02 06:30:24,866 - mmaction - INFO - Epoch [42][1100/2825] lr: 7.500e-04, eta: 1 day, 23:58:52, time: 1.078, data_time: 0.009, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8284, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.2620 2020-10-02 06:30:44,557 - mmaction - INFO - Epoch [42][1120/2825] lr: 7.500e-04, eta: 1 day, 23:58:30, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8156, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.2523 2020-10-02 06:31:04,581 - mmaction - INFO - Epoch [42][1140/2825] lr: 7.500e-04, eta: 1 day, 23:58:08, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.5914, top5_acc: 0.8062, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.3503 2020-10-02 06:31:25,373 - mmaction - INFO - Epoch [42][1160/2825] lr: 7.500e-04, eta: 1 day, 23:57:47, time: 1.039, data_time: 0.014, memory: 8353, top1_acc: 0.5841, top5_acc: 0.7992, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.4320 2020-10-02 06:31:46,501 - mmaction - INFO - Epoch [42][1180/2825] lr: 7.500e-04, eta: 1 day, 23:57:26, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5810, top5_acc: 0.7917, loss_cls: 1.8371, loss: 1.8371, grad_norm: 5.3927 2020-10-02 06:32:07,598 - mmaction - INFO - Epoch [42][1200/2825] lr: 7.500e-04, eta: 1 day, 23:57:06, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5938, top5_acc: 0.8070, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.2893 2020-10-02 06:32:26,852 - mmaction - INFO - Epoch [42][1220/2825] lr: 7.500e-04, eta: 1 day, 23:56:43, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.5987, top5_acc: 0.8089, loss_cls: 1.7526, loss: 1.7526, grad_norm: 5.2195 2020-10-02 06:32:49,055 - mmaction - INFO - Epoch [42][1240/2825] lr: 7.500e-04, eta: 1 day, 23:56:24, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.5904, top5_acc: 0.7987, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.2652 2020-10-02 06:33:09,008 - mmaction - INFO - Epoch [42][1260/2825] lr: 7.500e-04, eta: 1 day, 23:56:02, time: 0.998, data_time: 0.003, memory: 8353, top1_acc: 0.5992, top5_acc: 0.8096, loss_cls: 1.7312, loss: 1.7312, grad_norm: 5.2511 2020-10-02 06:33:29,802 - mmaction - INFO - Epoch [42][1280/2825] lr: 7.500e-04, eta: 1 day, 23:55:41, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5901, top5_acc: 0.8083, loss_cls: 1.7669, loss: 1.7669, grad_norm: 5.2182 2020-10-02 06:33:51,068 - mmaction - INFO - Epoch [42][1300/2825] lr: 7.500e-04, eta: 1 day, 23:55:20, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8128, loss_cls: 1.7251, loss: 1.7251, grad_norm: 5.2455 2020-10-02 06:34:12,240 - mmaction - INFO - Epoch [42][1320/2825] lr: 7.500e-04, eta: 1 day, 23:55:00, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5802, top5_acc: 0.8000, loss_cls: 1.7924, loss: 1.7924, grad_norm: 5.2987 2020-10-02 06:34:31,956 - mmaction - INFO - Epoch [42][1340/2825] lr: 7.500e-04, eta: 1 day, 23:54:37, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.5865, top5_acc: 0.8049, loss_cls: 1.7879, loss: 1.7879, grad_norm: 5.3159 2020-10-02 06:34:53,344 - mmaction - INFO - Epoch [42][1360/2825] lr: 7.500e-04, eta: 1 day, 23:54:17, time: 1.071, data_time: 0.003, memory: 8353, top1_acc: 0.5948, top5_acc: 0.8128, loss_cls: 1.7264, loss: 1.7264, grad_norm: 5.2868 2020-10-02 06:35:14,122 - mmaction - INFO - Epoch [42][1380/2825] lr: 7.500e-04, eta: 1 day, 23:53:56, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8070, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.2883 2020-10-02 06:35:35,246 - mmaction - INFO - Epoch [42][1400/2825] lr: 7.500e-04, eta: 1 day, 23:53:36, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8057, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.1850 2020-10-02 06:35:56,128 - mmaction - INFO - Epoch [42][1420/2825] lr: 7.500e-04, eta: 1 day, 23:53:15, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.5846, top5_acc: 0.8102, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.3211 2020-10-02 06:36:15,467 - mmaction - INFO - Epoch [42][1440/2825] lr: 7.500e-04, eta: 1 day, 23:52:52, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.5911, top5_acc: 0.8023, loss_cls: 1.7810, loss: 1.7810, grad_norm: 5.2237 2020-10-02 06:36:36,813 - mmaction - INFO - Epoch [42][1460/2825] lr: 7.500e-04, eta: 1 day, 23:52:32, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.5917, top5_acc: 0.8047, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.2803 2020-10-02 06:36:56,726 - mmaction - INFO - Epoch [42][1480/2825] lr: 7.500e-04, eta: 1 day, 23:52:10, time: 0.996, data_time: 0.013, memory: 8353, top1_acc: 0.5862, top5_acc: 0.8078, loss_cls: 1.7773, loss: 1.7773, grad_norm: 5.2456 2020-10-02 06:37:18,075 - mmaction - INFO - Epoch [42][1500/2825] lr: 7.500e-04, eta: 1 day, 23:51:49, time: 1.067, data_time: 0.046, memory: 8353, top1_acc: 0.5956, top5_acc: 0.8120, loss_cls: 1.7124, loss: 1.7124, grad_norm: 5.2036 2020-10-02 06:37:40,790 - mmaction - INFO - Epoch [42][1520/2825] lr: 7.500e-04, eta: 1 day, 23:51:31, time: 1.136, data_time: 0.002, memory: 8353, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.7762, loss: 1.7762, grad_norm: 5.3185 2020-10-02 06:38:00,710 - mmaction - INFO - Epoch [42][1540/2825] lr: 7.500e-04, eta: 1 day, 23:51:09, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.2681 2020-10-02 06:38:21,588 - mmaction - INFO - Epoch [42][1560/2825] lr: 7.500e-04, eta: 1 day, 23:50:48, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.5969, top5_acc: 0.8268, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.1824 2020-10-02 06:38:42,446 - mmaction - INFO - Epoch [42][1580/2825] lr: 7.500e-04, eta: 1 day, 23:50:27, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8177, loss_cls: 1.7210, loss: 1.7210, grad_norm: 5.2350 2020-10-02 06:39:02,704 - mmaction - INFO - Epoch [42][1600/2825] lr: 7.500e-04, eta: 1 day, 23:50:05, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8177, loss_cls: 1.7105, loss: 1.7105, grad_norm: 5.1643 2020-10-02 06:39:23,305 - mmaction - INFO - Epoch [42][1620/2825] lr: 7.500e-04, eta: 1 day, 23:49:44, time: 1.029, data_time: 0.070, memory: 8353, top1_acc: 0.5844, top5_acc: 0.7940, loss_cls: 1.8282, loss: 1.8282, grad_norm: 5.3894 2020-10-02 06:39:43,668 - mmaction - INFO - Epoch [42][1640/2825] lr: 7.500e-04, eta: 1 day, 23:49:23, time: 1.018, data_time: 0.210, memory: 8353, top1_acc: 0.5969, top5_acc: 0.8135, loss_cls: 1.7438, loss: 1.7438, grad_norm: 5.3056 2020-10-02 06:40:05,231 - mmaction - INFO - Epoch [42][1660/2825] lr: 7.500e-04, eta: 1 day, 23:49:03, time: 1.079, data_time: 0.391, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8174, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.2669 2020-10-02 06:40:26,166 - mmaction - INFO - Epoch [42][1680/2825] lr: 7.500e-04, eta: 1 day, 23:48:42, time: 1.046, data_time: 0.314, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8206, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.2373 2020-10-02 06:40:45,740 - mmaction - INFO - Epoch [42][1700/2825] lr: 7.500e-04, eta: 1 day, 23:48:19, time: 0.979, data_time: 0.357, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8174, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.1979 2020-10-02 06:41:07,098 - mmaction - INFO - Epoch [42][1720/2825] lr: 7.500e-04, eta: 1 day, 23:47:59, time: 1.067, data_time: 0.450, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8021, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.3649 2020-10-02 06:41:27,146 - mmaction - INFO - Epoch [42][1740/2825] lr: 7.500e-04, eta: 1 day, 23:47:37, time: 1.003, data_time: 0.378, memory: 8353, top1_acc: 0.5917, top5_acc: 0.8102, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.2960 2020-10-02 06:41:47,770 - mmaction - INFO - Epoch [42][1760/2825] lr: 7.500e-04, eta: 1 day, 23:47:16, time: 1.031, data_time: 0.067, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8125, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.2239 2020-10-02 06:42:08,256 - mmaction - INFO - Epoch [42][1780/2825] lr: 7.500e-04, eta: 1 day, 23:46:55, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8128, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.2971 2020-10-02 06:42:29,801 - mmaction - INFO - Epoch [42][1800/2825] lr: 7.500e-04, eta: 1 day, 23:46:35, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.2467 2020-10-02 06:42:49,811 - mmaction - INFO - Epoch [42][1820/2825] lr: 7.500e-04, eta: 1 day, 23:46:13, time: 1.000, data_time: 0.049, memory: 8353, top1_acc: 0.5878, top5_acc: 0.8089, loss_cls: 1.7469, loss: 1.7469, grad_norm: 5.3557 2020-10-02 06:43:10,882 - mmaction - INFO - Epoch [42][1840/2825] lr: 7.500e-04, eta: 1 day, 23:45:52, time: 1.053, data_time: 0.240, memory: 8353, top1_acc: 0.5990, top5_acc: 0.8047, loss_cls: 1.7433, loss: 1.7433, grad_norm: 5.3499 2020-10-02 06:43:32,064 - mmaction - INFO - Epoch [42][1860/2825] lr: 7.500e-04, eta: 1 day, 23:45:32, time: 1.059, data_time: 0.037, memory: 8353, top1_acc: 0.6047, top5_acc: 0.8154, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.3133 2020-10-02 06:43:51,730 - mmaction - INFO - Epoch [42][1880/2825] lr: 7.500e-04, eta: 1 day, 23:45:09, time: 0.982, data_time: 0.322, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.2645 2020-10-02 06:44:13,328 - mmaction - INFO - Epoch [42][1900/2825] lr: 7.500e-04, eta: 1 day, 23:44:49, time: 1.081, data_time: 0.112, memory: 8353, top1_acc: 0.5841, top5_acc: 0.7987, loss_cls: 1.7957, loss: 1.7957, grad_norm: 5.3294 2020-10-02 06:44:34,101 - mmaction - INFO - Epoch [42][1920/2825] lr: 7.500e-04, eta: 1 day, 23:44:28, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8159, loss_cls: 1.6936, loss: 1.6936, grad_norm: 5.2844 2020-10-02 06:44:53,958 - mmaction - INFO - Epoch [42][1940/2825] lr: 7.500e-04, eta: 1 day, 23:44:06, time: 0.993, data_time: 0.170, memory: 8353, top1_acc: 0.5974, top5_acc: 0.8128, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.2803 2020-10-02 06:45:14,627 - mmaction - INFO - Epoch [42][1960/2825] lr: 7.500e-04, eta: 1 day, 23:43:45, time: 1.033, data_time: 0.080, memory: 8353, top1_acc: 0.5927, top5_acc: 0.8018, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.3082 2020-10-02 06:45:35,738 - mmaction - INFO - Epoch [42][1980/2825] lr: 7.500e-04, eta: 1 day, 23:43:24, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.5930, top5_acc: 0.8057, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.2875 2020-10-02 06:45:57,244 - mmaction - INFO - Epoch [42][2000/2825] lr: 7.500e-04, eta: 1 day, 23:43:04, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8096, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.1855 2020-10-02 06:46:16,583 - mmaction - INFO - Epoch [42][2020/2825] lr: 7.500e-04, eta: 1 day, 23:42:41, time: 0.968, data_time: 0.001, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8115, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.3997 2020-10-02 06:46:37,314 - mmaction - INFO - Epoch [42][2040/2825] lr: 7.500e-04, eta: 1 day, 23:42:20, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.5974, top5_acc: 0.8151, loss_cls: 1.7180, loss: 1.7180, grad_norm: 5.2994 2020-10-02 06:46:58,600 - mmaction - INFO - Epoch [42][2060/2825] lr: 7.500e-04, eta: 1 day, 23:42:00, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.5883, top5_acc: 0.8036, loss_cls: 1.7854, loss: 1.7854, grad_norm: 5.3886 2020-10-02 06:47:17,900 - mmaction - INFO - Epoch [42][2080/2825] lr: 7.500e-04, eta: 1 day, 23:41:37, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.5826, top5_acc: 0.8029, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.3965 2020-10-02 06:47:39,931 - mmaction - INFO - Epoch [42][2100/2825] lr: 7.500e-04, eta: 1 day, 23:41:18, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.5927, top5_acc: 0.8135, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.3133 2020-10-02 06:47:59,500 - mmaction - INFO - Epoch [42][2120/2825] lr: 7.500e-04, eta: 1 day, 23:40:55, time: 0.978, data_time: 0.008, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.2761 2020-10-02 06:48:20,308 - mmaction - INFO - Epoch [42][2140/2825] lr: 7.500e-04, eta: 1 day, 23:40:34, time: 1.041, data_time: 0.084, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8052, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.3775 2020-10-02 06:48:40,568 - mmaction - INFO - Epoch [42][2160/2825] lr: 7.500e-04, eta: 1 day, 23:40:12, time: 1.013, data_time: 0.149, memory: 8353, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.7125, loss: 1.7125, grad_norm: 5.2347 2020-10-02 06:49:02,040 - mmaction - INFO - Epoch [42][2180/2825] lr: 7.500e-04, eta: 1 day, 23:39:52, time: 1.073, data_time: 0.204, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8115, loss_cls: 1.7433, loss: 1.7433, grad_norm: 5.2571 2020-10-02 06:49:22,415 - mmaction - INFO - Epoch [42][2200/2825] lr: 7.500e-04, eta: 1 day, 23:39:31, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.7073, loss: 1.7073, grad_norm: 5.1892 2020-10-02 06:49:42,747 - mmaction - INFO - Epoch [42][2220/2825] lr: 7.500e-04, eta: 1 day, 23:39:09, time: 1.015, data_time: 0.033, memory: 8353, top1_acc: 0.6063, top5_acc: 0.8135, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.2112 2020-10-02 06:50:03,499 - mmaction - INFO - Epoch [42][2240/2825] lr: 7.500e-04, eta: 1 day, 23:38:48, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.2638 2020-10-02 06:50:24,434 - mmaction - INFO - Epoch [42][2260/2825] lr: 7.500e-04, eta: 1 day, 23:38:27, time: 1.046, data_time: 0.200, memory: 8353, top1_acc: 0.5880, top5_acc: 0.8057, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.3654 2020-10-02 06:50:44,768 - mmaction - INFO - Epoch [42][2280/2825] lr: 7.500e-04, eta: 1 day, 23:38:06, time: 1.016, data_time: 0.128, memory: 8353, top1_acc: 0.5951, top5_acc: 0.8031, loss_cls: 1.7606, loss: 1.7606, grad_norm: 5.3829 2020-10-02 06:51:05,553 - mmaction - INFO - Epoch [42][2300/2825] lr: 7.500e-04, eta: 1 day, 23:37:45, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5893, top5_acc: 0.8062, loss_cls: 1.7452, loss: 1.7452, grad_norm: 5.3656 2020-10-02 06:51:25,427 - mmaction - INFO - Epoch [42][2320/2825] lr: 7.500e-04, eta: 1 day, 23:37:23, time: 0.993, data_time: 0.020, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8174, loss_cls: 1.7049, loss: 1.7049, grad_norm: 5.3142 2020-10-02 06:51:46,186 - mmaction - INFO - Epoch [42][2340/2825] lr: 7.500e-04, eta: 1 day, 23:37:02, time: 1.038, data_time: 0.031, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8117, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.2138 2020-10-02 06:52:07,234 - mmaction - INFO - Epoch [42][2360/2825] lr: 7.500e-04, eta: 1 day, 23:36:41, time: 1.054, data_time: 0.083, memory: 8353, top1_acc: 0.5896, top5_acc: 0.8078, loss_cls: 1.7841, loss: 1.7841, grad_norm: 5.3750 2020-10-02 06:52:28,372 - mmaction - INFO - Epoch [42][2380/2825] lr: 7.500e-04, eta: 1 day, 23:36:21, time: 1.056, data_time: 0.048, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8086, loss_cls: 1.7026, loss: 1.7026, grad_norm: 5.2389 2020-10-02 06:52:48,245 - mmaction - INFO - Epoch [42][2400/2825] lr: 7.500e-04, eta: 1 day, 23:35:58, time: 0.993, data_time: 0.105, memory: 8353, top1_acc: 0.5888, top5_acc: 0.8062, loss_cls: 1.7664, loss: 1.7664, grad_norm: 5.3718 2020-10-02 06:53:09,513 - mmaction - INFO - Epoch [42][2420/2825] lr: 7.500e-04, eta: 1 day, 23:35:38, time: 1.065, data_time: 0.097, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8177, loss_cls: 1.6896, loss: 1.6896, grad_norm: 5.1991 2020-10-02 06:53:30,389 - mmaction - INFO - Epoch [42][2440/2825] lr: 7.500e-04, eta: 1 day, 23:35:17, time: 1.043, data_time: 0.037, memory: 8353, top1_acc: 0.5927, top5_acc: 0.8029, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.3953 2020-10-02 06:53:52,556 - mmaction - INFO - Epoch [42][2460/2825] lr: 7.500e-04, eta: 1 day, 23:34:58, time: 1.109, data_time: 0.003, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8120, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.2226 2020-10-02 06:54:12,422 - mmaction - INFO - Epoch [42][2480/2825] lr: 7.500e-04, eta: 1 day, 23:34:36, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.5919, top5_acc: 0.8089, loss_cls: 1.7575, loss: 1.7575, grad_norm: 5.4094 2020-10-02 06:54:32,429 - mmaction - INFO - Epoch [42][2500/2825] lr: 7.500e-04, eta: 1 day, 23:34:14, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8117, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.3860 2020-10-02 06:54:54,130 - mmaction - INFO - Epoch [42][2520/2825] lr: 7.500e-04, eta: 1 day, 23:33:54, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8120, loss_cls: 1.7049, loss: 1.7049, grad_norm: 5.2273 2020-10-02 06:55:14,064 - mmaction - INFO - Epoch [42][2540/2825] lr: 7.500e-04, eta: 1 day, 23:33:32, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.2754 2020-10-02 06:55:34,468 - mmaction - INFO - Epoch [42][2560/2825] lr: 7.500e-04, eta: 1 day, 23:33:11, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.5922, top5_acc: 0.8029, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.3411 2020-10-02 06:55:56,105 - mmaction - INFO - Epoch [42][2580/2825] lr: 7.500e-04, eta: 1 day, 23:32:51, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6078, top5_acc: 0.8070, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.3236 2020-10-02 06:56:16,477 - mmaction - INFO - Epoch [42][2600/2825] lr: 7.500e-04, eta: 1 day, 23:32:29, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.5958, top5_acc: 0.8081, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.1612 2020-10-02 06:56:36,810 - mmaction - INFO - Epoch [42][2620/2825] lr: 7.500e-04, eta: 1 day, 23:32:08, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8042, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.2500 2020-10-02 06:56:57,389 - mmaction - INFO - Epoch [42][2640/2825] lr: 7.500e-04, eta: 1 day, 23:31:46, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8135, loss_cls: 1.7209, loss: 1.7209, grad_norm: 5.2929 2020-10-02 06:57:17,682 - mmaction - INFO - Epoch [42][2660/2825] lr: 7.500e-04, eta: 1 day, 23:31:25, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.5844, top5_acc: 0.8013, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.3789 2020-10-02 06:57:38,630 - mmaction - INFO - Epoch [42][2680/2825] lr: 7.500e-04, eta: 1 day, 23:31:04, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.5937, top5_acc: 0.8044, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.3769 2020-10-02 06:57:59,511 - mmaction - INFO - Epoch [42][2700/2825] lr: 7.500e-04, eta: 1 day, 23:30:43, time: 1.044, data_time: 0.010, memory: 8353, top1_acc: 0.5922, top5_acc: 0.8021, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.3741 2020-10-02 06:58:19,681 - mmaction - INFO - Epoch [42][2720/2825] lr: 7.500e-04, eta: 1 day, 23:30:21, time: 1.008, data_time: 0.127, memory: 8353, top1_acc: 0.5992, top5_acc: 0.8052, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.2502 2020-10-02 06:58:40,417 - mmaction - INFO - Epoch [42][2740/2825] lr: 7.500e-04, eta: 1 day, 23:30:00, time: 1.037, data_time: 0.086, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8232, loss_cls: 1.6988, loss: 1.6988, grad_norm: 5.3440 2020-10-02 06:59:01,414 - mmaction - INFO - Epoch [42][2760/2825] lr: 7.500e-04, eta: 1 day, 23:29:40, time: 1.050, data_time: 0.008, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8042, loss_cls: 1.7715, loss: 1.7715, grad_norm: 5.3273 2020-10-02 06:59:20,734 - mmaction - INFO - Epoch [42][2780/2825] lr: 7.500e-04, eta: 1 day, 23:29:17, time: 0.966, data_time: 0.005, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8135, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.3212 2020-10-02 06:59:42,421 - mmaction - INFO - Epoch [42][2800/2825] lr: 7.500e-04, eta: 1 day, 23:28:57, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8104, loss_cls: 1.6988, loss: 1.6988, grad_norm: 5.2302 2020-10-02 07:00:03,265 - mmaction - INFO - Epoch [42][2820/2825] lr: 7.500e-04, eta: 1 day, 23:28:36, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.5919, top5_acc: 0.8091, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.3894 2020-10-02 07:00:10,767 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-10-02 07:00:58,854 - mmaction - INFO - Epoch [43][20/2825] lr: 7.500e-04, eta: 1 day, 23:28:39, time: 2.365, data_time: 1.255, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8109, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.3169 2020-10-02 07:01:19,432 - mmaction - INFO - Epoch [43][40/2825] lr: 7.500e-04, eta: 1 day, 23:28:18, time: 1.029, data_time: 0.024, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8185, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.2235 2020-10-02 07:01:39,385 - mmaction - INFO - Epoch [43][60/2825] lr: 7.500e-04, eta: 1 day, 23:27:56, time: 0.997, data_time: 0.013, memory: 8353, top1_acc: 0.6018, top5_acc: 0.8104, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.3189 2020-10-02 07:02:00,655 - mmaction - INFO - Epoch [43][80/2825] lr: 7.500e-04, eta: 1 day, 23:27:35, time: 1.064, data_time: 0.016, memory: 8353, top1_acc: 0.5904, top5_acc: 0.8089, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.3988 2020-10-02 07:02:21,523 - mmaction - INFO - Epoch [43][100/2825] lr: 7.500e-04, eta: 1 day, 23:27:15, time: 1.044, data_time: 0.196, memory: 8353, top1_acc: 0.5917, top5_acc: 0.8102, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.4482 2020-10-02 07:02:41,987 - mmaction - INFO - Epoch [43][120/2825] lr: 7.500e-04, eta: 1 day, 23:26:53, time: 1.024, data_time: 0.150, memory: 8353, top1_acc: 0.6021, top5_acc: 0.8089, loss_cls: 1.7093, loss: 1.7093, grad_norm: 5.2329 2020-10-02 07:03:01,819 - mmaction - INFO - Epoch [43][140/2825] lr: 7.500e-04, eta: 1 day, 23:26:31, time: 0.991, data_time: 0.193, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.3849 2020-10-02 07:03:22,750 - mmaction - INFO - Epoch [43][160/2825] lr: 7.500e-04, eta: 1 day, 23:26:10, time: 1.046, data_time: 0.083, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8115, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.3196 2020-10-02 07:03:42,786 - mmaction - INFO - Epoch [43][180/2825] lr: 7.500e-04, eta: 1 day, 23:25:48, time: 1.002, data_time: 0.060, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8096, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.2904 2020-10-02 07:04:04,407 - mmaction - INFO - Epoch [43][200/2825] lr: 7.500e-04, eta: 1 day, 23:25:28, time: 1.080, data_time: 0.358, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.2414 2020-10-02 07:04:24,443 - mmaction - INFO - Epoch [43][220/2825] lr: 7.500e-04, eta: 1 day, 23:25:06, time: 1.003, data_time: 0.382, memory: 8353, top1_acc: 0.5990, top5_acc: 0.8102, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.3296 2020-10-02 07:04:44,701 - mmaction - INFO - Epoch [43][240/2825] lr: 7.500e-04, eta: 1 day, 23:24:45, time: 1.013, data_time: 0.277, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8122, loss_cls: 1.6981, loss: 1.6981, grad_norm: 5.2565 2020-10-02 07:05:05,814 - mmaction - INFO - Epoch [43][260/2825] lr: 7.500e-04, eta: 1 day, 23:24:24, time: 1.055, data_time: 0.169, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8076, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.3435 2020-10-02 07:05:27,378 - mmaction - INFO - Epoch [43][280/2825] lr: 7.500e-04, eta: 1 day, 23:24:04, time: 1.079, data_time: 0.165, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8224, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.2120 2020-10-02 07:05:47,945 - mmaction - INFO - Epoch [43][300/2825] lr: 7.500e-04, eta: 1 day, 23:23:43, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5932, top5_acc: 0.8076, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.4185 2020-10-02 07:06:08,256 - mmaction - INFO - Epoch [43][320/2825] lr: 7.500e-04, eta: 1 day, 23:23:21, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8130, loss_cls: 1.6906, loss: 1.6906, grad_norm: 5.2477 2020-10-02 07:06:28,043 - mmaction - INFO - Epoch [43][340/2825] lr: 7.500e-04, eta: 1 day, 23:22:59, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5911, top5_acc: 0.8156, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.3675 2020-10-02 07:06:49,126 - mmaction - INFO - Epoch [43][360/2825] lr: 7.500e-04, eta: 1 day, 23:22:38, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8156, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.2714 2020-10-02 07:07:09,745 - mmaction - INFO - Epoch [43][380/2825] lr: 7.500e-04, eta: 1 day, 23:22:17, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8201, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.3158 2020-10-02 07:07:31,588 - mmaction - INFO - Epoch [43][400/2825] lr: 7.500e-04, eta: 1 day, 23:21:58, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6047, top5_acc: 0.8198, loss_cls: 1.6794, loss: 1.6794, grad_norm: 5.2547 2020-10-02 07:07:52,520 - mmaction - INFO - Epoch [43][420/2825] lr: 7.500e-04, eta: 1 day, 23:21:37, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8151, loss_cls: 1.7086, loss: 1.7086, grad_norm: 5.3707 2020-10-02 07:08:12,061 - mmaction - INFO - Epoch [43][440/2825] lr: 7.500e-04, eta: 1 day, 23:21:14, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8245, loss_cls: 1.6750, loss: 1.6750, grad_norm: 5.3490 2020-10-02 07:08:32,184 - mmaction - INFO - Epoch [43][460/2825] lr: 7.500e-04, eta: 1 day, 23:20:52, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8216, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.3585 2020-10-02 07:08:53,289 - mmaction - INFO - Epoch [43][480/2825] lr: 7.500e-04, eta: 1 day, 23:20:32, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.5904, top5_acc: 0.8031, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.5432 2020-10-02 07:09:13,914 - mmaction - INFO - Epoch [43][500/2825] lr: 7.500e-04, eta: 1 day, 23:20:11, time: 1.031, data_time: 0.005, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8206, loss_cls: 1.6740, loss: 1.6740, grad_norm: 5.2171 2020-10-02 07:09:34,998 - mmaction - INFO - Epoch [43][520/2825] lr: 7.500e-04, eta: 1 day, 23:19:50, time: 1.054, data_time: 0.158, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.7165, loss: 1.7165, grad_norm: 5.3563 2020-10-02 07:09:55,186 - mmaction - INFO - Epoch [43][540/2825] lr: 7.500e-04, eta: 1 day, 23:19:28, time: 1.009, data_time: 0.042, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8130, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.2354 2020-10-02 07:10:17,050 - mmaction - INFO - Epoch [43][560/2825] lr: 7.500e-04, eta: 1 day, 23:19:09, time: 1.093, data_time: 0.004, memory: 8353, top1_acc: 0.5917, top5_acc: 0.8117, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.3653 2020-10-02 07:10:36,870 - mmaction - INFO - Epoch [43][580/2825] lr: 7.500e-04, eta: 1 day, 23:18:46, time: 0.992, data_time: 0.064, memory: 8353, top1_acc: 0.5932, top5_acc: 0.7938, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.3553 2020-10-02 07:10:57,205 - mmaction - INFO - Epoch [43][600/2825] lr: 7.500e-04, eta: 1 day, 23:18:25, time: 1.016, data_time: 0.131, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8115, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.3967 2020-10-02 07:11:17,786 - mmaction - INFO - Epoch [43][620/2825] lr: 7.500e-04, eta: 1 day, 23:18:04, time: 1.029, data_time: 0.117, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8099, loss_cls: 1.7433, loss: 1.7433, grad_norm: 5.4544 2020-10-02 07:11:38,441 - mmaction - INFO - Epoch [43][640/2825] lr: 7.500e-04, eta: 1 day, 23:17:42, time: 1.033, data_time: 0.027, memory: 8353, top1_acc: 0.5966, top5_acc: 0.8036, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.4536 2020-10-02 07:12:00,455 - mmaction - INFO - Epoch [43][660/2825] lr: 7.500e-04, eta: 1 day, 23:17:23, time: 1.100, data_time: 0.001, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8109, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.3612 2020-10-02 07:12:21,316 - mmaction - INFO - Epoch [43][680/2825] lr: 7.500e-04, eta: 1 day, 23:17:02, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.5878, top5_acc: 0.7971, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.5117 2020-10-02 07:12:41,202 - mmaction - INFO - Epoch [43][700/2825] lr: 7.500e-04, eta: 1 day, 23:16:40, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8099, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.5245 2020-10-02 07:13:02,336 - mmaction - INFO - Epoch [43][720/2825] lr: 7.500e-04, eta: 1 day, 23:16:20, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.7093, loss: 1.7093, grad_norm: 5.3775 2020-10-02 07:13:22,919 - mmaction - INFO - Epoch [43][740/2825] lr: 7.500e-04, eta: 1 day, 23:15:58, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5997, top5_acc: 0.8102, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.3208 2020-10-02 07:13:44,228 - mmaction - INFO - Epoch [43][760/2825] lr: 7.500e-04, eta: 1 day, 23:15:38, time: 1.066, data_time: 0.071, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8216, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.3597 2020-10-02 07:14:06,146 - mmaction - INFO - Epoch [43][780/2825] lr: 7.500e-04, eta: 1 day, 23:15:19, time: 1.096, data_time: 0.001, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8169, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.3516 2020-10-02 07:14:26,202 - mmaction - INFO - Epoch [43][800/2825] lr: 7.500e-04, eta: 1 day, 23:14:57, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5927, top5_acc: 0.8083, loss_cls: 1.7555, loss: 1.7555, grad_norm: 5.4391 2020-10-02 07:14:46,182 - mmaction - INFO - Epoch [43][820/2825] lr: 7.500e-04, eta: 1 day, 23:14:35, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.7225, loss: 1.7225, grad_norm: 5.3723 2020-10-02 07:15:07,344 - mmaction - INFO - Epoch [43][840/2825] lr: 7.500e-04, eta: 1 day, 23:14:14, time: 1.059, data_time: 0.091, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8167, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.3323 2020-10-02 07:15:27,041 - mmaction - INFO - Epoch [43][860/2825] lr: 7.500e-04, eta: 1 day, 23:13:52, time: 0.984, data_time: 0.036, memory: 8353, top1_acc: 0.5987, top5_acc: 0.8052, loss_cls: 1.7413, loss: 1.7413, grad_norm: 5.3564 2020-10-02 07:15:47,625 - mmaction - INFO - Epoch [43][880/2825] lr: 7.500e-04, eta: 1 day, 23:13:30, time: 1.029, data_time: 0.004, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8073, loss_cls: 1.7417, loss: 1.7417, grad_norm: 5.3318 2020-10-02 07:16:08,319 - mmaction - INFO - Epoch [43][900/2825] lr: 7.500e-04, eta: 1 day, 23:13:09, time: 1.036, data_time: 0.004, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8154, loss_cls: 1.7201, loss: 1.7201, grad_norm: 5.3230 2020-10-02 07:16:28,592 - mmaction - INFO - Epoch [43][920/2825] lr: 7.500e-04, eta: 1 day, 23:12:48, time: 1.013, data_time: 0.004, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8120, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.3369 2020-10-02 07:16:49,495 - mmaction - INFO - Epoch [43][940/2825] lr: 7.500e-04, eta: 1 day, 23:12:27, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8143, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.2198 2020-10-02 07:17:09,960 - mmaction - INFO - Epoch [43][960/2825] lr: 7.500e-04, eta: 1 day, 23:12:05, time: 1.023, data_time: 0.024, memory: 8353, top1_acc: 0.5992, top5_acc: 0.8120, loss_cls: 1.7290, loss: 1.7290, grad_norm: 5.3543 2020-10-02 07:17:30,948 - mmaction - INFO - Epoch [43][980/2825] lr: 7.500e-04, eta: 1 day, 23:11:45, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8266, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.3047 2020-10-02 07:17:51,422 - mmaction - INFO - Epoch [43][1000/2825] lr: 7.500e-04, eta: 1 day, 23:11:23, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.5995, top5_acc: 0.8128, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.4450 2020-10-02 07:18:12,840 - mmaction - INFO - Epoch [43][1020/2825] lr: 7.500e-04, eta: 1 day, 23:11:03, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.5958, top5_acc: 0.8083, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.4016 2020-10-02 07:18:33,105 - mmaction - INFO - Epoch [43][1040/2825] lr: 7.500e-04, eta: 1 day, 23:10:42, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.5958, top5_acc: 0.8068, loss_cls: 1.7452, loss: 1.7452, grad_norm: 5.3564 2020-10-02 07:18:53,183 - mmaction - INFO - Epoch [43][1060/2825] lr: 7.500e-04, eta: 1 day, 23:10:20, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6021, top5_acc: 0.8156, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.3473 2020-10-02 07:19:14,429 - mmaction - INFO - Epoch [43][1080/2825] lr: 7.500e-04, eta: 1 day, 23:09:59, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8177, loss_cls: 1.7340, loss: 1.7340, grad_norm: 5.4023 2020-10-02 07:19:36,446 - mmaction - INFO - Epoch [43][1100/2825] lr: 7.500e-04, eta: 1 day, 23:09:40, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8201, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.2747 2020-10-02 07:19:55,906 - mmaction - INFO - Epoch [43][1120/2825] lr: 7.500e-04, eta: 1 day, 23:09:17, time: 0.975, data_time: 0.003, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8190, loss_cls: 1.6735, loss: 1.6735, grad_norm: 5.2050 2020-10-02 07:20:16,443 - mmaction - INFO - Epoch [43][1140/2825] lr: 7.500e-04, eta: 1 day, 23:08:56, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8078, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.4427 2020-10-02 07:20:36,987 - mmaction - INFO - Epoch [43][1160/2825] lr: 7.500e-04, eta: 1 day, 23:08:35, time: 1.028, data_time: 0.042, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8169, loss_cls: 1.6934, loss: 1.6934, grad_norm: 5.3041 2020-10-02 07:20:57,947 - mmaction - INFO - Epoch [43][1180/2825] lr: 7.500e-04, eta: 1 day, 23:08:14, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8146, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.3655 2020-10-02 07:21:18,490 - mmaction - INFO - Epoch [43][1200/2825] lr: 7.500e-04, eta: 1 day, 23:07:53, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8174, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.4495 2020-10-02 07:21:39,239 - mmaction - INFO - Epoch [43][1220/2825] lr: 7.500e-04, eta: 1 day, 23:07:32, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7573, loss: 1.7573, grad_norm: 5.3049 2020-10-02 07:21:59,352 - mmaction - INFO - Epoch [43][1240/2825] lr: 7.500e-04, eta: 1 day, 23:07:10, time: 1.005, data_time: 0.035, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8187, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.3606 2020-10-02 07:22:20,230 - mmaction - INFO - Epoch [43][1260/2825] lr: 7.500e-04, eta: 1 day, 23:06:49, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8276, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.2795 2020-10-02 07:22:41,988 - mmaction - INFO - Epoch [43][1280/2825] lr: 7.500e-04, eta: 1 day, 23:06:29, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8193, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.2714 2020-10-02 07:23:02,182 - mmaction - INFO - Epoch [43][1300/2825] lr: 7.500e-04, eta: 1 day, 23:06:07, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8214, loss_cls: 1.6593, loss: 1.6593, grad_norm: 5.3344 2020-10-02 07:23:24,189 - mmaction - INFO - Epoch [43][1320/2825] lr: 7.500e-04, eta: 1 day, 23:05:48, time: 1.100, data_time: 0.001, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.7706, loss: 1.7706, grad_norm: 5.4040 2020-10-02 07:23:44,837 - mmaction - INFO - Epoch [43][1340/2825] lr: 7.500e-04, eta: 1 day, 23:05:27, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8185, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.2778 2020-10-02 07:24:04,670 - mmaction - INFO - Epoch [43][1360/2825] lr: 7.500e-04, eta: 1 day, 23:05:05, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8198, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.3170 2020-10-02 07:24:25,438 - mmaction - INFO - Epoch [43][1380/2825] lr: 7.500e-04, eta: 1 day, 23:04:44, time: 1.039, data_time: 0.027, memory: 8353, top1_acc: 0.6018, top5_acc: 0.8125, loss_cls: 1.7380, loss: 1.7380, grad_norm: 5.3527 2020-10-02 07:24:46,635 - mmaction - INFO - Epoch [43][1400/2825] lr: 7.500e-04, eta: 1 day, 23:04:23, time: 1.060, data_time: 0.036, memory: 8353, top1_acc: 0.5930, top5_acc: 0.8073, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.4170 2020-10-02 07:25:06,288 - mmaction - INFO - Epoch [43][1420/2825] lr: 7.500e-04, eta: 1 day, 23:04:01, time: 0.983, data_time: 0.167, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8055, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.3137 2020-10-02 07:25:27,763 - mmaction - INFO - Epoch [43][1440/2825] lr: 7.500e-04, eta: 1 day, 23:03:41, time: 1.073, data_time: 0.026, memory: 8353, top1_acc: 0.5990, top5_acc: 0.8133, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.4016 2020-10-02 07:25:48,546 - mmaction - INFO - Epoch [43][1460/2825] lr: 7.500e-04, eta: 1 day, 23:03:20, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.5943, top5_acc: 0.8089, loss_cls: 1.7598, loss: 1.7598, grad_norm: 5.4727 2020-10-02 07:26:08,350 - mmaction - INFO - Epoch [43][1480/2825] lr: 7.500e-04, eta: 1 day, 23:02:57, time: 0.991, data_time: 0.003, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8273, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.2527 2020-10-02 07:26:28,939 - mmaction - INFO - Epoch [43][1500/2825] lr: 7.500e-04, eta: 1 day, 23:02:36, time: 1.029, data_time: 0.008, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8201, loss_cls: 1.6479, loss: 1.6479, grad_norm: 5.3089 2020-10-02 07:26:49,507 - mmaction - INFO - Epoch [43][1520/2825] lr: 7.500e-04, eta: 1 day, 23:02:15, time: 1.028, data_time: 0.330, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.4303 2020-10-02 07:27:10,603 - mmaction - INFO - Epoch [43][1540/2825] lr: 7.500e-04, eta: 1 day, 23:01:54, time: 1.055, data_time: 0.158, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8182, loss_cls: 1.7082, loss: 1.7082, grad_norm: 5.3855 2020-10-02 07:27:30,064 - mmaction - INFO - Epoch [43][1560/2825] lr: 7.500e-04, eta: 1 day, 23:01:32, time: 0.972, data_time: 0.001, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8122, loss_cls: 1.7290, loss: 1.7290, grad_norm: 5.3668 2020-10-02 07:27:50,005 - mmaction - INFO - Epoch [43][1580/2825] lr: 7.500e-04, eta: 1 day, 23:01:10, time: 0.998, data_time: 0.067, memory: 8353, top1_acc: 0.6013, top5_acc: 0.8078, loss_cls: 1.7149, loss: 1.7149, grad_norm: 5.4355 2020-10-02 07:28:10,723 - mmaction - INFO - Epoch [43][1600/2825] lr: 7.500e-04, eta: 1 day, 23:00:48, time: 1.036, data_time: 0.158, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8201, loss_cls: 1.7106, loss: 1.7106, grad_norm: 5.3356 2020-10-02 07:28:32,951 - mmaction - INFO - Epoch [43][1620/2825] lr: 7.500e-04, eta: 1 day, 23:00:29, time: 1.112, data_time: 0.015, memory: 8353, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.2968 2020-10-02 07:28:52,855 - mmaction - INFO - Epoch [43][1640/2825] lr: 7.500e-04, eta: 1 day, 23:00:07, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8208, loss_cls: 1.6839, loss: 1.6839, grad_norm: 5.2891 2020-10-02 07:29:14,324 - mmaction - INFO - Epoch [43][1660/2825] lr: 7.500e-04, eta: 1 day, 22:59:47, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8099, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.3686 2020-10-02 07:29:36,379 - mmaction - INFO - Epoch [43][1680/2825] lr: 7.500e-04, eta: 1 day, 22:59:28, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.6021, top5_acc: 0.8109, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.3485 2020-10-02 07:29:55,908 - mmaction - INFO - Epoch [43][1700/2825] lr: 7.500e-04, eta: 1 day, 22:59:05, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8211, loss_cls: 1.6928, loss: 1.6928, grad_norm: 5.4120 2020-10-02 07:30:18,279 - mmaction - INFO - Epoch [43][1720/2825] lr: 7.500e-04, eta: 1 day, 22:58:47, time: 1.119, data_time: 0.002, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8135, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.3346 2020-10-02 07:30:39,740 - mmaction - INFO - Epoch [43][1740/2825] lr: 7.500e-04, eta: 1 day, 22:58:26, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.5987, top5_acc: 0.8036, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.3990 2020-10-02 07:30:58,880 - mmaction - INFO - Epoch [43][1760/2825] lr: 7.500e-04, eta: 1 day, 22:58:03, time: 0.956, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8237, loss_cls: 1.6570, loss: 1.6570, grad_norm: 5.2617 2020-10-02 07:31:19,714 - mmaction - INFO - Epoch [43][1780/2825] lr: 7.500e-04, eta: 1 day, 22:57:42, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8214, loss_cls: 1.6944, loss: 1.6944, grad_norm: 5.4234 2020-10-02 07:31:40,596 - mmaction - INFO - Epoch [43][1800/2825] lr: 7.500e-04, eta: 1 day, 22:57:22, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.5935, top5_acc: 0.8057, loss_cls: 1.7573, loss: 1.7573, grad_norm: 5.4417 2020-10-02 07:32:01,148 - mmaction - INFO - Epoch [43][1820/2825] lr: 7.500e-04, eta: 1 day, 22:57:00, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.5932, top5_acc: 0.8143, loss_cls: 1.7492, loss: 1.7492, grad_norm: 5.3930 2020-10-02 07:32:22,483 - mmaction - INFO - Epoch [43][1840/2825] lr: 7.500e-04, eta: 1 day, 22:56:40, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5924, top5_acc: 0.8125, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.4335 2020-10-02 07:32:42,922 - mmaction - INFO - Epoch [43][1860/2825] lr: 7.500e-04, eta: 1 day, 22:56:19, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8034, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.4492 2020-10-02 07:33:04,734 - mmaction - INFO - Epoch [43][1880/2825] lr: 7.500e-04, eta: 1 day, 22:55:59, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8161, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.4116 2020-10-02 07:33:25,631 - mmaction - INFO - Epoch [43][1900/2825] lr: 7.500e-04, eta: 1 day, 22:55:38, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8229, loss_cls: 1.6860, loss: 1.6860, grad_norm: 5.2950 2020-10-02 07:33:44,863 - mmaction - INFO - Epoch [43][1920/2825] lr: 7.500e-04, eta: 1 day, 22:55:15, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8172, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.3364 2020-10-02 07:34:05,512 - mmaction - INFO - Epoch [43][1940/2825] lr: 7.500e-04, eta: 1 day, 22:54:54, time: 1.032, data_time: 0.008, memory: 8353, top1_acc: 0.5935, top5_acc: 0.8091, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.3963 2020-10-02 07:34:25,642 - mmaction - INFO - Epoch [43][1960/2825] lr: 7.500e-04, eta: 1 day, 22:54:32, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8174, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.3538 2020-10-02 07:34:48,098 - mmaction - INFO - Epoch [43][1980/2825] lr: 7.500e-04, eta: 1 day, 22:54:13, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.5893, top5_acc: 0.8154, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.4125 2020-10-02 07:35:08,231 - mmaction - INFO - Epoch [43][2000/2825] lr: 7.500e-04, eta: 1 day, 22:53:52, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.5935, top5_acc: 0.8057, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.4674 2020-10-02 07:35:29,861 - mmaction - INFO - Epoch [43][2020/2825] lr: 7.500e-04, eta: 1 day, 22:53:32, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8141, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.3220 2020-10-02 07:35:49,839 - mmaction - INFO - Epoch [43][2040/2825] lr: 7.500e-04, eta: 1 day, 22:53:10, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8227, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.4007 2020-10-02 07:36:10,367 - mmaction - INFO - Epoch [43][2060/2825] lr: 7.500e-04, eta: 1 day, 22:52:48, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8221, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.3139 2020-10-02 07:36:31,634 - mmaction - INFO - Epoch [43][2080/2825] lr: 7.500e-04, eta: 1 day, 22:52:28, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8151, loss_cls: 1.7363, loss: 1.7363, grad_norm: 5.5136 2020-10-02 07:36:52,790 - mmaction - INFO - Epoch [43][2100/2825] lr: 7.500e-04, eta: 1 day, 22:52:08, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8211, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.3605 2020-10-02 07:37:11,777 - mmaction - INFO - Epoch [43][2120/2825] lr: 7.500e-04, eta: 1 day, 22:51:44, time: 0.951, data_time: 0.003, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8214, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.3708 2020-10-02 07:37:33,214 - mmaction - INFO - Epoch [43][2140/2825] lr: 7.500e-04, eta: 1 day, 22:51:24, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8208, loss_cls: 1.6709, loss: 1.6709, grad_norm: 5.3802 2020-10-02 07:37:53,506 - mmaction - INFO - Epoch [43][2160/2825] lr: 7.500e-04, eta: 1 day, 22:51:02, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8208, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.3783 2020-10-02 07:38:14,485 - mmaction - INFO - Epoch [43][2180/2825] lr: 7.500e-04, eta: 1 day, 22:50:42, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.5961, top5_acc: 0.8016, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.5901 2020-10-02 07:38:35,450 - mmaction - INFO - Epoch [43][2200/2825] lr: 7.500e-04, eta: 1 day, 22:50:21, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6029, top5_acc: 0.8099, loss_cls: 1.7097, loss: 1.7097, grad_norm: 5.2888 2020-10-02 07:38:55,636 - mmaction - INFO - Epoch [43][2220/2825] lr: 7.500e-04, eta: 1 day, 22:49:59, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8167, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.2958 2020-10-02 07:39:16,508 - mmaction - INFO - Epoch [43][2240/2825] lr: 7.500e-04, eta: 1 day, 22:49:38, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8187, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.4936 2020-10-02 07:39:37,617 - mmaction - INFO - Epoch [43][2260/2825] lr: 7.500e-04, eta: 1 day, 22:49:18, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8180, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.3193 2020-10-02 07:39:57,827 - mmaction - INFO - Epoch [43][2280/2825] lr: 7.500e-04, eta: 1 day, 22:48:56, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5922, top5_acc: 0.8039, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.4568 2020-10-02 07:40:19,392 - mmaction - INFO - Epoch [43][2300/2825] lr: 7.500e-04, eta: 1 day, 22:48:36, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6063, top5_acc: 0.8086, loss_cls: 1.7274, loss: 1.7274, grad_norm: 5.3861 2020-10-02 07:40:38,309 - mmaction - INFO - Epoch [43][2320/2825] lr: 7.500e-04, eta: 1 day, 22:48:13, time: 0.947, data_time: 0.006, memory: 8353, top1_acc: 0.5953, top5_acc: 0.8130, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.4559 2020-10-02 07:40:59,497 - mmaction - INFO - Epoch [43][2340/2825] lr: 7.500e-04, eta: 1 day, 22:47:52, time: 1.059, data_time: 0.190, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8190, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.3155 2020-10-02 07:41:19,658 - mmaction - INFO - Epoch [43][2360/2825] lr: 7.500e-04, eta: 1 day, 22:47:31, time: 1.008, data_time: 0.047, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8172, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.3981 2020-10-02 07:41:41,420 - mmaction - INFO - Epoch [43][2380/2825] lr: 7.500e-04, eta: 1 day, 22:47:11, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8135, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.4116 2020-10-02 07:42:01,404 - mmaction - INFO - Epoch [43][2400/2825] lr: 7.500e-04, eta: 1 day, 22:46:49, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8268, loss_cls: 1.6687, loss: 1.6687, grad_norm: 5.3187 2020-10-02 07:42:22,618 - mmaction - INFO - Epoch [43][2420/2825] lr: 7.500e-04, eta: 1 day, 22:46:28, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8086, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.5116 2020-10-02 07:42:43,762 - mmaction - INFO - Epoch [43][2440/2825] lr: 7.500e-04, eta: 1 day, 22:46:08, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8177, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.3953 2020-10-02 07:43:05,110 - mmaction - INFO - Epoch [43][2460/2825] lr: 7.500e-04, eta: 1 day, 22:45:48, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8234, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.3491 2020-10-02 07:43:26,269 - mmaction - INFO - Epoch [43][2480/2825] lr: 7.500e-04, eta: 1 day, 22:45:27, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8182, loss_cls: 1.6810, loss: 1.6810, grad_norm: 5.4174 2020-10-02 07:43:45,664 - mmaction - INFO - Epoch [43][2500/2825] lr: 7.500e-04, eta: 1 day, 22:45:04, time: 0.969, data_time: 0.002, memory: 8353, top1_acc: 0.5995, top5_acc: 0.8008, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.4174 2020-10-02 07:44:07,593 - mmaction - INFO - Epoch [43][2520/2825] lr: 7.500e-04, eta: 1 day, 22:44:45, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.5938, top5_acc: 0.8076, loss_cls: 1.7550, loss: 1.7550, grad_norm: 5.3900 2020-10-02 07:44:29,147 - mmaction - INFO - Epoch [43][2540/2825] lr: 7.500e-04, eta: 1 day, 22:44:25, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5724, top5_acc: 0.8039, loss_cls: 1.8268, loss: 1.8268, grad_norm: 5.6437 2020-10-02 07:44:48,670 - mmaction - INFO - Epoch [43][2560/2825] lr: 7.500e-04, eta: 1 day, 22:44:02, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8055, loss_cls: 1.6962, loss: 1.6962, grad_norm: 5.3157 2020-10-02 07:45:10,217 - mmaction - INFO - Epoch [43][2580/2825] lr: 7.500e-04, eta: 1 day, 22:43:43, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8154, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.3629 2020-10-02 07:45:30,797 - mmaction - INFO - Epoch [43][2600/2825] lr: 7.500e-04, eta: 1 day, 22:43:21, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.5974, top5_acc: 0.8172, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.3908 2020-10-02 07:45:50,825 - mmaction - INFO - Epoch [43][2620/2825] lr: 7.500e-04, eta: 1 day, 22:42:59, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5964, top5_acc: 0.8052, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.3497 2020-10-02 07:46:11,616 - mmaction - INFO - Epoch [43][2640/2825] lr: 7.500e-04, eta: 1 day, 22:42:38, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8240, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.3169 2020-10-02 07:46:32,092 - mmaction - INFO - Epoch [43][2660/2825] lr: 7.500e-04, eta: 1 day, 22:42:17, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8221, loss_cls: 1.6605, loss: 1.6605, grad_norm: 5.3402 2020-10-02 07:46:52,582 - mmaction - INFO - Epoch [43][2680/2825] lr: 7.500e-04, eta: 1 day, 22:41:56, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8115, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.4037 2020-10-02 07:47:13,260 - mmaction - INFO - Epoch [43][2700/2825] lr: 7.500e-04, eta: 1 day, 22:41:34, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8185, loss_cls: 1.6880, loss: 1.6880, grad_norm: 5.4054 2020-10-02 07:47:35,416 - mmaction - INFO - Epoch [43][2720/2825] lr: 7.500e-04, eta: 1 day, 22:41:15, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8276, loss_cls: 1.6603, loss: 1.6603, grad_norm: 5.3455 2020-10-02 07:47:54,863 - mmaction - INFO - Epoch [43][2740/2825] lr: 7.500e-04, eta: 1 day, 22:40:53, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.5865, top5_acc: 0.8159, loss_cls: 1.7184, loss: 1.7184, grad_norm: 5.4674 2020-10-02 07:48:15,249 - mmaction - INFO - Epoch [43][2760/2825] lr: 7.500e-04, eta: 1 day, 22:40:31, time: 1.019, data_time: 0.007, memory: 8353, top1_acc: 0.5927, top5_acc: 0.8159, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.4818 2020-10-02 07:48:36,396 - mmaction - INFO - Epoch [43][2780/2825] lr: 7.500e-04, eta: 1 day, 22:40:11, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5940, top5_acc: 0.8154, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.4667 2020-10-02 07:48:57,504 - mmaction - INFO - Epoch [43][2800/2825] lr: 7.500e-04, eta: 1 day, 22:39:50, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8117, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.2815 2020-10-02 07:49:17,421 - mmaction - INFO - Epoch [43][2820/2825] lr: 7.500e-04, eta: 1 day, 22:39:28, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.5966, top5_acc: 0.8115, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.4631 2020-10-02 07:49:22,591 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-10-02 07:50:09,009 - mmaction - INFO - Epoch [44][20/2825] lr: 7.500e-04, eta: 1 day, 22:39:28, time: 2.304, data_time: 1.203, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8023, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.4487 2020-10-02 07:50:30,422 - mmaction - INFO - Epoch [44][40/2825] lr: 7.500e-04, eta: 1 day, 22:39:08, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.4003 2020-10-02 07:50:50,071 - mmaction - INFO - Epoch [44][60/2825] lr: 7.500e-04, eta: 1 day, 22:38:46, time: 0.981, data_time: 0.001, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8234, loss_cls: 1.6802, loss: 1.6802, grad_norm: 5.4354 2020-10-02 07:51:10,733 - mmaction - INFO - Epoch [44][80/2825] lr: 7.500e-04, eta: 1 day, 22:38:25, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8206, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.4304 2020-10-02 07:51:32,195 - mmaction - INFO - Epoch [44][100/2825] lr: 7.500e-04, eta: 1 day, 22:38:05, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8112, loss_cls: 1.7132, loss: 1.7132, grad_norm: 5.3714 2020-10-02 07:51:53,955 - mmaction - INFO - Epoch [44][120/2825] lr: 7.500e-04, eta: 1 day, 22:37:45, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.7198, loss: 1.7198, grad_norm: 5.4338 2020-10-02 07:52:16,046 - mmaction - INFO - Epoch [44][140/2825] lr: 7.500e-04, eta: 1 day, 22:37:26, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.5987, top5_acc: 0.8055, loss_cls: 1.7647, loss: 1.7647, grad_norm: 5.4201 2020-10-02 07:52:36,022 - mmaction - INFO - Epoch [44][160/2825] lr: 7.500e-04, eta: 1 day, 22:37:04, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8104, loss_cls: 1.7144, loss: 1.7144, grad_norm: 5.5069 2020-10-02 07:52:56,008 - mmaction - INFO - Epoch [44][180/2825] lr: 7.500e-04, eta: 1 day, 22:36:42, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8268, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.3869 2020-10-02 07:53:17,575 - mmaction - INFO - Epoch [44][200/2825] lr: 7.500e-04, eta: 1 day, 22:36:22, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8232, loss_cls: 1.6735, loss: 1.6735, grad_norm: 5.3721 2020-10-02 07:53:37,861 - mmaction - INFO - Epoch [44][220/2825] lr: 7.500e-04, eta: 1 day, 22:36:00, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6062, top5_acc: 0.8232, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.3886 2020-10-02 07:53:59,150 - mmaction - INFO - Epoch [44][240/2825] lr: 7.500e-04, eta: 1 day, 22:35:40, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8143, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.4120 2020-10-02 07:54:20,859 - mmaction - INFO - Epoch [44][260/2825] lr: 7.500e-04, eta: 1 day, 22:35:20, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.5885, top5_acc: 0.8104, loss_cls: 1.7198, loss: 1.7198, grad_norm: 5.4515 2020-10-02 07:54:39,840 - mmaction - INFO - Epoch [44][280/2825] lr: 7.500e-04, eta: 1 day, 22:34:57, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.3541 2020-10-02 07:55:01,451 - mmaction - INFO - Epoch [44][300/2825] lr: 7.500e-04, eta: 1 day, 22:34:37, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8135, loss_cls: 1.7064, loss: 1.7064, grad_norm: 5.4694 2020-10-02 07:55:22,168 - mmaction - INFO - Epoch [44][320/2825] lr: 7.500e-04, eta: 1 day, 22:34:16, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8203, loss_cls: 1.6911, loss: 1.6911, grad_norm: 5.4449 2020-10-02 07:55:42,158 - mmaction - INFO - Epoch [44][340/2825] lr: 7.500e-04, eta: 1 day, 22:33:54, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8177, loss_cls: 1.6845, loss: 1.6845, grad_norm: 5.3544 2020-10-02 07:56:03,467 - mmaction - INFO - Epoch [44][360/2825] lr: 7.500e-04, eta: 1 day, 22:33:33, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8247, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.2966 2020-10-02 07:56:23,276 - mmaction - INFO - Epoch [44][380/2825] lr: 7.500e-04, eta: 1 day, 22:33:11, time: 0.990, data_time: 0.066, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8133, loss_cls: 1.7452, loss: 1.7452, grad_norm: 5.4591 2020-10-02 07:56:45,064 - mmaction - INFO - Epoch [44][400/2825] lr: 7.500e-04, eta: 1 day, 22:32:51, time: 1.090, data_time: 0.005, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8206, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.3688 2020-10-02 07:57:05,963 - mmaction - INFO - Epoch [44][420/2825] lr: 7.500e-04, eta: 1 day, 22:32:31, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8216, loss_cls: 1.6996, loss: 1.6996, grad_norm: 5.4713 2020-10-02 07:57:26,087 - mmaction - INFO - Epoch [44][440/2825] lr: 7.500e-04, eta: 1 day, 22:32:09, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5992, top5_acc: 0.8229, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.5119 2020-10-02 07:57:46,509 - mmaction - INFO - Epoch [44][460/2825] lr: 7.500e-04, eta: 1 day, 22:31:47, time: 1.022, data_time: 0.139, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8143, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.3470 2020-10-02 07:58:07,793 - mmaction - INFO - Epoch [44][480/2825] lr: 7.500e-04, eta: 1 day, 22:31:27, time: 1.064, data_time: 0.027, memory: 8353, top1_acc: 0.6021, top5_acc: 0.8198, loss_cls: 1.7032, loss: 1.7032, grad_norm: 5.4105 2020-10-02 07:58:28,254 - mmaction - INFO - Epoch [44][500/2825] lr: 7.500e-04, eta: 1 day, 22:31:06, time: 1.024, data_time: 0.026, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8185, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.4239 2020-10-02 07:58:48,838 - mmaction - INFO - Epoch [44][520/2825] lr: 7.500e-04, eta: 1 day, 22:30:44, time: 1.028, data_time: 0.156, memory: 8353, top1_acc: 0.5987, top5_acc: 0.8128, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.4525 2020-10-02 07:59:09,323 - mmaction - INFO - Epoch [44][540/2825] lr: 7.500e-04, eta: 1 day, 22:30:23, time: 1.025, data_time: 0.162, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8221, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.3296 2020-10-02 07:59:30,444 - mmaction - INFO - Epoch [44][560/2825] lr: 7.500e-04, eta: 1 day, 22:30:03, time: 1.055, data_time: 0.029, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8279, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.3956 2020-10-02 07:59:50,654 - mmaction - INFO - Epoch [44][580/2825] lr: 7.500e-04, eta: 1 day, 22:29:41, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.5922, top5_acc: 0.8062, loss_cls: 1.7705, loss: 1.7705, grad_norm: 5.4647 2020-10-02 08:00:13,975 - mmaction - INFO - Epoch [44][600/2825] lr: 7.500e-04, eta: 1 day, 22:29:23, time: 1.166, data_time: 0.003, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8253, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.4052 2020-10-02 08:00:35,130 - mmaction - INFO - Epoch [44][620/2825] lr: 7.500e-04, eta: 1 day, 22:29:03, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.5961, top5_acc: 0.8172, loss_cls: 1.6959, loss: 1.6959, grad_norm: 5.3672 2020-10-02 08:00:54,980 - mmaction - INFO - Epoch [44][640/2825] lr: 7.500e-04, eta: 1 day, 22:28:40, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8156, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.4301 2020-10-02 08:01:15,898 - mmaction - INFO - Epoch [44][660/2825] lr: 7.500e-04, eta: 1 day, 22:28:20, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.5922, top5_acc: 0.8135, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.4531 2020-10-02 08:01:37,318 - mmaction - INFO - Epoch [44][680/2825] lr: 7.500e-04, eta: 1 day, 22:28:00, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8120, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.3544 2020-10-02 08:01:57,577 - mmaction - INFO - Epoch [44][700/2825] lr: 7.500e-04, eta: 1 day, 22:27:38, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8234, loss_cls: 1.6503, loss: 1.6503, grad_norm: 5.3922 2020-10-02 08:02:18,497 - mmaction - INFO - Epoch [44][720/2825] lr: 7.500e-04, eta: 1 day, 22:27:17, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6003, top5_acc: 0.8237, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.3773 2020-10-02 08:02:39,418 - mmaction - INFO - Epoch [44][740/2825] lr: 7.500e-04, eta: 1 day, 22:26:56, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8229, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.4262 2020-10-02 08:02:58,745 - mmaction - INFO - Epoch [44][760/2825] lr: 7.500e-04, eta: 1 day, 22:26:33, time: 0.967, data_time: 0.001, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8141, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.4779 2020-10-02 08:03:19,657 - mmaction - INFO - Epoch [44][780/2825] lr: 7.500e-04, eta: 1 day, 22:26:13, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8141, loss_cls: 1.6745, loss: 1.6745, grad_norm: 5.3944 2020-10-02 08:03:41,155 - mmaction - INFO - Epoch [44][800/2825] lr: 7.500e-04, eta: 1 day, 22:25:53, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8161, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.5125 2020-10-02 08:04:02,023 - mmaction - INFO - Epoch [44][820/2825] lr: 7.500e-04, eta: 1 day, 22:25:32, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8122, loss_cls: 1.7401, loss: 1.7401, grad_norm: 5.5610 2020-10-02 08:04:21,365 - mmaction - INFO - Epoch [44][840/2825] lr: 7.500e-04, eta: 1 day, 22:25:09, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8203, loss_cls: 1.6668, loss: 1.6668, grad_norm: 5.3917 2020-10-02 08:04:42,076 - mmaction - INFO - Epoch [44][860/2825] lr: 7.500e-04, eta: 1 day, 22:24:48, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8198, loss_cls: 1.7064, loss: 1.7064, grad_norm: 5.4926 2020-10-02 08:05:03,694 - mmaction - INFO - Epoch [44][880/2825] lr: 7.500e-04, eta: 1 day, 22:24:28, time: 1.083, data_time: 0.003, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8234, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.4448 2020-10-02 08:05:24,052 - mmaction - INFO - Epoch [44][900/2825] lr: 7.500e-04, eta: 1 day, 22:24:06, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8068, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.4694 2020-10-02 08:05:44,499 - mmaction - INFO - Epoch [44][920/2825] lr: 7.500e-04, eta: 1 day, 22:23:45, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8167, loss_cls: 1.6820, loss: 1.6820, grad_norm: 5.3074 2020-10-02 08:06:05,137 - mmaction - INFO - Epoch [44][940/2825] lr: 7.500e-04, eta: 1 day, 22:23:24, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.4593 2020-10-02 08:06:26,394 - mmaction - INFO - Epoch [44][960/2825] lr: 7.500e-04, eta: 1 day, 22:23:03, time: 1.063, data_time: 0.202, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8169, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.3576 2020-10-02 08:06:46,811 - mmaction - INFO - Epoch [44][980/2825] lr: 7.500e-04, eta: 1 day, 22:22:42, time: 1.022, data_time: 0.010, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8229, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.4442 2020-10-02 08:07:07,142 - mmaction - INFO - Epoch [44][1000/2825] lr: 7.500e-04, eta: 1 day, 22:22:20, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8289, loss_cls: 1.6249, loss: 1.6249, grad_norm: 5.3000 2020-10-02 08:07:27,467 - mmaction - INFO - Epoch [44][1020/2825] lr: 7.500e-04, eta: 1 day, 22:21:59, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8198, loss_cls: 1.6991, loss: 1.6991, grad_norm: 5.4676 2020-10-02 08:07:48,249 - mmaction - INFO - Epoch [44][1040/2825] lr: 7.500e-04, eta: 1 day, 22:21:38, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8188, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.4363 2020-10-02 08:08:09,196 - mmaction - INFO - Epoch [44][1060/2825] lr: 7.500e-04, eta: 1 day, 22:21:17, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8091, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.4511 2020-10-02 08:08:30,459 - mmaction - INFO - Epoch [44][1080/2825] lr: 7.500e-04, eta: 1 day, 22:20:57, time: 1.062, data_time: 0.091, memory: 8353, top1_acc: 0.5917, top5_acc: 0.8021, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.5716 2020-10-02 08:08:50,424 - mmaction - INFO - Epoch [44][1100/2825] lr: 7.500e-04, eta: 1 day, 22:20:35, time: 0.999, data_time: 0.123, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8174, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.4136 2020-10-02 08:09:11,172 - mmaction - INFO - Epoch [44][1120/2825] lr: 7.500e-04, eta: 1 day, 22:20:14, time: 1.037, data_time: 0.206, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8292, loss_cls: 1.6452, loss: 1.6452, grad_norm: 5.3629 2020-10-02 08:09:31,369 - mmaction - INFO - Epoch [44][1140/2825] lr: 7.500e-04, eta: 1 day, 22:19:52, time: 1.010, data_time: 0.299, memory: 8353, top1_acc: 0.6008, top5_acc: 0.7982, loss_cls: 1.7568, loss: 1.7568, grad_norm: 5.5190 2020-10-02 08:09:52,914 - mmaction - INFO - Epoch [44][1160/2825] lr: 7.500e-04, eta: 1 day, 22:19:32, time: 1.076, data_time: 0.204, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8208, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.4017 2020-10-02 08:10:15,559 - mmaction - INFO - Epoch [44][1180/2825] lr: 7.500e-04, eta: 1 day, 22:19:14, time: 1.133, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8258, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.4138 2020-10-02 08:10:35,949 - mmaction - INFO - Epoch [44][1200/2825] lr: 7.500e-04, eta: 1 day, 22:18:52, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8143, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.3866 2020-10-02 08:10:57,583 - mmaction - INFO - Epoch [44][1220/2825] lr: 7.500e-04, eta: 1 day, 22:18:32, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.5932, top5_acc: 0.8156, loss_cls: 1.7256, loss: 1.7256, grad_norm: 5.4694 2020-10-02 08:11:17,763 - mmaction - INFO - Epoch [44][1240/2825] lr: 7.500e-04, eta: 1 day, 22:18:10, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8232, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.4672 2020-10-02 08:11:38,032 - mmaction - INFO - Epoch [44][1260/2825] lr: 7.500e-04, eta: 1 day, 22:17:49, time: 1.013, data_time: 0.014, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8216, loss_cls: 1.6741, loss: 1.6741, grad_norm: 5.4541 2020-10-02 08:11:58,899 - mmaction - INFO - Epoch [44][1280/2825] lr: 7.500e-04, eta: 1 day, 22:17:28, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6029, top5_acc: 0.8125, loss_cls: 1.7216, loss: 1.7216, grad_norm: 5.5730 2020-10-02 08:12:19,270 - mmaction - INFO - Epoch [44][1300/2825] lr: 7.500e-04, eta: 1 day, 22:17:06, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8177, loss_cls: 1.6898, loss: 1.6898, grad_norm: 5.4897 2020-10-02 08:12:40,255 - mmaction - INFO - Epoch [44][1320/2825] lr: 7.500e-04, eta: 1 day, 22:16:46, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8128, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.5221 2020-10-02 08:13:00,864 - mmaction - INFO - Epoch [44][1340/2825] lr: 7.500e-04, eta: 1 day, 22:16:24, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8211, loss_cls: 1.6749, loss: 1.6749, grad_norm: 5.4252 2020-10-02 08:13:20,673 - mmaction - INFO - Epoch [44][1360/2825] lr: 7.500e-04, eta: 1 day, 22:16:02, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5956, top5_acc: 0.8185, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.5391 2020-10-02 08:13:40,699 - mmaction - INFO - Epoch [44][1380/2825] lr: 7.500e-04, eta: 1 day, 22:15:40, time: 1.001, data_time: 0.071, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8135, loss_cls: 1.7254, loss: 1.7254, grad_norm: 5.5649 2020-10-02 08:14:02,862 - mmaction - INFO - Epoch [44][1400/2825] lr: 7.500e-04, eta: 1 day, 22:15:21, time: 1.109, data_time: 0.003, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8135, loss_cls: 1.6900, loss: 1.6900, grad_norm: 5.4683 2020-10-02 08:14:23,233 - mmaction - INFO - Epoch [44][1420/2825] lr: 7.500e-04, eta: 1 day, 22:15:00, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8089, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.4633 2020-10-02 08:14:44,054 - mmaction - INFO - Epoch [44][1440/2825] lr: 7.500e-04, eta: 1 day, 22:14:39, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6988, loss: 1.6988, grad_norm: 5.5163 2020-10-02 08:15:05,524 - mmaction - INFO - Epoch [44][1460/2825] lr: 7.500e-04, eta: 1 day, 22:14:19, time: 1.074, data_time: 0.184, memory: 8353, top1_acc: 0.5919, top5_acc: 0.8156, loss_cls: 1.7267, loss: 1.7267, grad_norm: 5.4990 2020-10-02 08:15:25,817 - mmaction - INFO - Epoch [44][1480/2825] lr: 7.500e-04, eta: 1 day, 22:13:57, time: 1.013, data_time: 0.283, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8216, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.4120 2020-10-02 08:15:47,015 - mmaction - INFO - Epoch [44][1500/2825] lr: 7.500e-04, eta: 1 day, 22:13:37, time: 1.059, data_time: 0.057, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8271, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.4927 2020-10-02 08:16:07,509 - mmaction - INFO - Epoch [44][1520/2825] lr: 7.500e-04, eta: 1 day, 22:13:15, time: 1.026, data_time: 0.020, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8122, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.3866 2020-10-02 08:16:28,605 - mmaction - INFO - Epoch [44][1540/2825] lr: 7.500e-04, eta: 1 day, 22:12:55, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.5922, top5_acc: 0.8099, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.5416 2020-10-02 08:16:49,496 - mmaction - INFO - Epoch [44][1560/2825] lr: 7.500e-04, eta: 1 day, 22:12:34, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.5896, top5_acc: 0.8010, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.5660 2020-10-02 08:17:08,960 - mmaction - INFO - Epoch [44][1580/2825] lr: 7.500e-04, eta: 1 day, 22:12:11, time: 0.972, data_time: 0.032, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8148, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.4843 2020-10-02 08:17:30,105 - mmaction - INFO - Epoch [44][1600/2825] lr: 7.500e-04, eta: 1 day, 22:11:51, time: 1.059, data_time: 0.036, memory: 8353, top1_acc: 0.6018, top5_acc: 0.8167, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.5050 2020-10-02 08:17:50,907 - mmaction - INFO - Epoch [44][1620/2825] lr: 7.500e-04, eta: 1 day, 22:11:30, time: 1.039, data_time: 0.019, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8188, loss_cls: 1.6778, loss: 1.6778, grad_norm: 5.5361 2020-10-02 08:18:11,977 - mmaction - INFO - Epoch [44][1640/2825] lr: 7.500e-04, eta: 1 day, 22:11:09, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.5974, top5_acc: 0.8185, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.4783 2020-10-02 08:18:31,879 - mmaction - INFO - Epoch [44][1660/2825] lr: 7.500e-04, eta: 1 day, 22:10:47, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8214, loss_cls: 1.6827, loss: 1.6827, grad_norm: 5.4770 2020-10-02 08:18:52,916 - mmaction - INFO - Epoch [44][1680/2825] lr: 7.500e-04, eta: 1 day, 22:10:26, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8203, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.4514 2020-10-02 08:19:14,136 - mmaction - INFO - Epoch [44][1700/2825] lr: 7.500e-04, eta: 1 day, 22:10:06, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6021, top5_acc: 0.8068, loss_cls: 1.7437, loss: 1.7437, grad_norm: 5.4846 2020-10-02 08:19:34,419 - mmaction - INFO - Epoch [44][1720/2825] lr: 7.500e-04, eta: 1 day, 22:09:44, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.6013, top5_acc: 0.8125, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.5178 2020-10-02 08:19:55,596 - mmaction - INFO - Epoch [44][1740/2825] lr: 7.500e-04, eta: 1 day, 22:09:24, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6029, top5_acc: 0.8250, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.4478 2020-10-02 08:20:16,395 - mmaction - INFO - Epoch [44][1760/2825] lr: 7.500e-04, eta: 1 day, 22:09:03, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8148, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.4346 2020-10-02 08:20:36,423 - mmaction - INFO - Epoch [44][1780/2825] lr: 7.500e-04, eta: 1 day, 22:08:41, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8182, loss_cls: 1.7105, loss: 1.7105, grad_norm: 5.4902 2020-10-02 08:20:57,001 - mmaction - INFO - Epoch [44][1800/2825] lr: 7.500e-04, eta: 1 day, 22:08:20, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.5958, top5_acc: 0.8201, loss_cls: 1.7179, loss: 1.7179, grad_norm: 5.4598 2020-10-02 08:21:17,649 - mmaction - INFO - Epoch [44][1820/2825] lr: 7.500e-04, eta: 1 day, 22:07:59, time: 1.032, data_time: 0.017, memory: 8353, top1_acc: 0.5914, top5_acc: 0.8010, loss_cls: 1.7768, loss: 1.7768, grad_norm: 5.5470 2020-10-02 08:21:38,112 - mmaction - INFO - Epoch [44][1840/2825] lr: 7.500e-04, eta: 1 day, 22:07:37, time: 1.024, data_time: 0.015, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8201, loss_cls: 1.7076, loss: 1.7076, grad_norm: 5.4886 2020-10-02 08:21:58,884 - mmaction - INFO - Epoch [44][1860/2825] lr: 7.500e-04, eta: 1 day, 22:07:16, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8122, loss_cls: 1.7357, loss: 1.7357, grad_norm: 5.5638 2020-10-02 08:22:20,625 - mmaction - INFO - Epoch [44][1880/2825] lr: 7.500e-04, eta: 1 day, 22:06:57, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8161, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.4296 2020-10-02 08:22:40,684 - mmaction - INFO - Epoch [44][1900/2825] lr: 7.500e-04, eta: 1 day, 22:06:35, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5951, top5_acc: 0.8060, loss_cls: 1.7286, loss: 1.7286, grad_norm: 5.5314 2020-10-02 08:23:01,754 - mmaction - INFO - Epoch [44][1920/2825] lr: 7.500e-04, eta: 1 day, 22:06:14, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8279, loss_cls: 1.6463, loss: 1.6463, grad_norm: 5.4215 2020-10-02 08:23:22,291 - mmaction - INFO - Epoch [44][1940/2825] lr: 7.500e-04, eta: 1 day, 22:05:53, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.4966 2020-10-02 08:23:42,890 - mmaction - INFO - Epoch [44][1960/2825] lr: 7.500e-04, eta: 1 day, 22:05:32, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8081, loss_cls: 1.7250, loss: 1.7250, grad_norm: 5.4788 2020-10-02 08:24:03,126 - mmaction - INFO - Epoch [44][1980/2825] lr: 7.500e-04, eta: 1 day, 22:05:10, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8224, loss_cls: 1.6731, loss: 1.6731, grad_norm: 5.4374 2020-10-02 08:24:23,322 - mmaction - INFO - Epoch [44][2000/2825] lr: 7.500e-04, eta: 1 day, 22:04:48, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8086, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.5039 2020-10-02 08:24:43,054 - mmaction - INFO - Epoch [44][2020/2825] lr: 7.500e-04, eta: 1 day, 22:04:26, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.5992, top5_acc: 0.8049, loss_cls: 1.7305, loss: 1.7305, grad_norm: 5.5281 2020-10-02 08:25:04,376 - mmaction - INFO - Epoch [44][2040/2825] lr: 7.500e-04, eta: 1 day, 22:04:06, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8258, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.5939 2020-10-02 08:25:24,931 - mmaction - INFO - Epoch [44][2060/2825] lr: 7.500e-04, eta: 1 day, 22:03:44, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8154, loss_cls: 1.7107, loss: 1.7107, grad_norm: 5.4585 2020-10-02 08:25:45,260 - mmaction - INFO - Epoch [44][2080/2825] lr: 7.500e-04, eta: 1 day, 22:03:23, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8182, loss_cls: 1.6643, loss: 1.6643, grad_norm: 5.3227 2020-10-02 08:26:05,838 - mmaction - INFO - Epoch [44][2100/2825] lr: 7.500e-04, eta: 1 day, 22:03:02, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8148, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.4773 2020-10-02 08:26:26,783 - mmaction - INFO - Epoch [44][2120/2825] lr: 7.500e-04, eta: 1 day, 22:02:41, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8161, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.5069 2020-10-02 08:26:46,960 - mmaction - INFO - Epoch [44][2140/2825] lr: 7.500e-04, eta: 1 day, 22:02:19, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8307, loss_cls: 1.5659, loss: 1.5659, grad_norm: 5.3303 2020-10-02 08:27:07,872 - mmaction - INFO - Epoch [44][2160/2825] lr: 7.500e-04, eta: 1 day, 22:01:58, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8143, loss_cls: 1.7047, loss: 1.7047, grad_norm: 5.5095 2020-10-02 08:27:28,767 - mmaction - INFO - Epoch [44][2180/2825] lr: 7.500e-04, eta: 1 day, 22:01:37, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8224, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.4838 2020-10-02 08:27:48,939 - mmaction - INFO - Epoch [44][2200/2825] lr: 7.500e-04, eta: 1 day, 22:01:16, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8182, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.4012 2020-10-02 08:28:10,297 - mmaction - INFO - Epoch [44][2220/2825] lr: 7.500e-04, eta: 1 day, 22:00:55, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8104, loss_cls: 1.6715, loss: 1.6715, grad_norm: 5.4011 2020-10-02 08:28:30,838 - mmaction - INFO - Epoch [44][2240/2825] lr: 7.500e-04, eta: 1 day, 22:00:34, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8109, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.5222 2020-10-02 08:28:51,159 - mmaction - INFO - Epoch [44][2260/2825] lr: 7.500e-04, eta: 1 day, 22:00:13, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.5911, top5_acc: 0.8013, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.4954 2020-10-02 08:29:12,729 - mmaction - INFO - Epoch [44][2280/2825] lr: 7.500e-04, eta: 1 day, 21:59:53, time: 1.079, data_time: 0.003, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8198, loss_cls: 1.6855, loss: 1.6855, grad_norm: 5.4871 2020-10-02 08:29:33,745 - mmaction - INFO - Epoch [44][2300/2825] lr: 7.500e-04, eta: 1 day, 21:59:32, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8128, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.3695 2020-10-02 08:29:54,193 - mmaction - INFO - Epoch [44][2320/2825] lr: 7.500e-04, eta: 1 day, 21:59:11, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8245, loss_cls: 1.6364, loss: 1.6364, grad_norm: 5.4189 2020-10-02 08:30:16,327 - mmaction - INFO - Epoch [44][2340/2825] lr: 7.500e-04, eta: 1 day, 21:58:51, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8185, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.4631 2020-10-02 08:30:36,918 - mmaction - INFO - Epoch [44][2360/2825] lr: 7.500e-04, eta: 1 day, 21:58:30, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.7230, loss: 1.7230, grad_norm: 5.4860 2020-10-02 08:30:56,766 - mmaction - INFO - Epoch [44][2380/2825] lr: 7.500e-04, eta: 1 day, 21:58:08, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8138, loss_cls: 1.6946, loss: 1.6946, grad_norm: 5.5345 2020-10-02 08:31:18,291 - mmaction - INFO - Epoch [44][2400/2825] lr: 7.500e-04, eta: 1 day, 21:57:48, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8107, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.5919 2020-10-02 08:31:37,543 - mmaction - INFO - Epoch [44][2420/2825] lr: 7.500e-04, eta: 1 day, 21:57:25, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8156, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.4276 2020-10-02 08:31:58,777 - mmaction - INFO - Epoch [44][2440/2825] lr: 7.500e-04, eta: 1 day, 21:57:05, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8060, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.4597 2020-10-02 08:32:18,774 - mmaction - INFO - Epoch [44][2460/2825] lr: 7.500e-04, eta: 1 day, 21:56:43, time: 1.000, data_time: 0.029, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8169, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.4547 2020-10-02 08:32:40,418 - mmaction - INFO - Epoch [44][2480/2825] lr: 7.500e-04, eta: 1 day, 21:56:23, time: 1.082, data_time: 0.113, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8211, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.4933 2020-10-02 08:33:01,045 - mmaction - INFO - Epoch [44][2500/2825] lr: 7.500e-04, eta: 1 day, 21:56:02, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.5932, top5_acc: 0.8049, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.5983 2020-10-02 08:33:21,336 - mmaction - INFO - Epoch [44][2520/2825] lr: 7.500e-04, eta: 1 day, 21:55:40, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8214, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.5847 2020-10-02 08:33:41,794 - mmaction - INFO - Epoch [44][2540/2825] lr: 7.500e-04, eta: 1 day, 21:55:19, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8112, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.4674 2020-10-02 08:34:03,039 - mmaction - INFO - Epoch [44][2560/2825] lr: 7.500e-04, eta: 1 day, 21:54:58, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.5953, top5_acc: 0.8076, loss_cls: 1.7618, loss: 1.7618, grad_norm: 5.5651 2020-10-02 08:34:22,641 - mmaction - INFO - Epoch [44][2580/2825] lr: 7.500e-04, eta: 1 day, 21:54:36, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8221, loss_cls: 1.6700, loss: 1.6700, grad_norm: 5.4352 2020-10-02 08:34:44,051 - mmaction - INFO - Epoch [44][2600/2825] lr: 7.500e-04, eta: 1 day, 21:54:16, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8146, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.4939 2020-10-02 08:35:04,431 - mmaction - INFO - Epoch [44][2620/2825] lr: 7.500e-04, eta: 1 day, 21:53:54, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6013, top5_acc: 0.8190, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.6165 2020-10-02 08:35:25,166 - mmaction - INFO - Epoch [44][2640/2825] lr: 7.500e-04, eta: 1 day, 21:53:33, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8187, loss_cls: 1.7045, loss: 1.7045, grad_norm: 5.5922 2020-10-02 08:35:46,090 - mmaction - INFO - Epoch [44][2660/2825] lr: 7.500e-04, eta: 1 day, 21:53:12, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8083, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.5262 2020-10-02 08:36:05,713 - mmaction - INFO - Epoch [44][2680/2825] lr: 7.500e-04, eta: 1 day, 21:52:50, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8109, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.6757 2020-10-02 08:36:26,660 - mmaction - INFO - Epoch [44][2700/2825] lr: 7.500e-04, eta: 1 day, 21:52:29, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8135, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.5157 2020-10-02 08:36:47,468 - mmaction - INFO - Epoch [44][2720/2825] lr: 7.500e-04, eta: 1 day, 21:52:08, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.5917, top5_acc: 0.8083, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.7137 2020-10-02 08:37:08,215 - mmaction - INFO - Epoch [44][2740/2825] lr: 7.500e-04, eta: 1 day, 21:51:47, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.6021, top5_acc: 0.8190, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.4520 2020-10-02 08:37:29,771 - mmaction - INFO - Epoch [44][2760/2825] lr: 7.500e-04, eta: 1 day, 21:51:27, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8130, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.6152 2020-10-02 08:37:49,447 - mmaction - INFO - Epoch [44][2780/2825] lr: 7.500e-04, eta: 1 day, 21:51:05, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8188, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.4876 2020-10-02 08:38:10,746 - mmaction - INFO - Epoch [44][2800/2825] lr: 7.500e-04, eta: 1 day, 21:50:45, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.6018, top5_acc: 0.8102, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.5952 2020-10-02 08:38:31,106 - mmaction - INFO - Epoch [44][2820/2825] lr: 7.500e-04, eta: 1 day, 21:50:23, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8190, loss_cls: 1.6937, loss: 1.6937, grad_norm: 5.4533 2020-10-02 08:38:37,132 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-10-02 08:39:25,054 - mmaction - INFO - Epoch [45][20/2825] lr: 7.500e-04, eta: 1 day, 21:50:23, time: 2.331, data_time: 1.173, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8245, loss_cls: 1.6587, loss: 1.6587, grad_norm: 5.3650 2020-10-02 08:39:46,103 - mmaction - INFO - Epoch [45][40/2825] lr: 7.500e-04, eta: 1 day, 21:50:02, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8167, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.5697 2020-10-02 08:40:06,926 - mmaction - INFO - Epoch [45][60/2825] lr: 7.500e-04, eta: 1 day, 21:49:42, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6637, loss: 1.6637, grad_norm: 5.4628 2020-10-02 08:40:27,667 - mmaction - INFO - Epoch [45][80/2825] lr: 7.500e-04, eta: 1 day, 21:49:21, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8089, loss_cls: 1.7135, loss: 1.7135, grad_norm: 5.5409 2020-10-02 08:40:48,877 - mmaction - INFO - Epoch [45][100/2825] lr: 7.500e-04, eta: 1 day, 21:49:00, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8154, loss_cls: 1.6990, loss: 1.6990, grad_norm: 5.5435 2020-10-02 08:41:09,526 - mmaction - INFO - Epoch [45][120/2825] lr: 7.500e-04, eta: 1 day, 21:48:39, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8154, loss_cls: 1.7243, loss: 1.7243, grad_norm: 5.4550 2020-10-02 08:41:30,200 - mmaction - INFO - Epoch [45][140/2825] lr: 7.500e-04, eta: 1 day, 21:48:18, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8122, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.4626 2020-10-02 08:41:50,989 - mmaction - INFO - Epoch [45][160/2825] lr: 7.500e-04, eta: 1 day, 21:47:57, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8083, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.4970 2020-10-02 08:42:10,909 - mmaction - INFO - Epoch [45][180/2825] lr: 7.500e-04, eta: 1 day, 21:47:35, time: 0.996, data_time: 0.049, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8167, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.5061 2020-10-02 08:42:32,015 - mmaction - INFO - Epoch [45][200/2825] lr: 7.500e-04, eta: 1 day, 21:47:14, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.5966, top5_acc: 0.8138, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.5550 2020-10-02 08:42:51,877 - mmaction - INFO - Epoch [45][220/2825] lr: 7.500e-04, eta: 1 day, 21:46:52, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8229, loss_cls: 1.6528, loss: 1.6528, grad_norm: 5.4372 2020-10-02 08:43:12,459 - mmaction - INFO - Epoch [45][240/2825] lr: 7.500e-04, eta: 1 day, 21:46:31, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8125, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.6165 2020-10-02 08:43:33,202 - mmaction - INFO - Epoch [45][260/2825] lr: 7.500e-04, eta: 1 day, 21:46:10, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8266, loss_cls: 1.6419, loss: 1.6419, grad_norm: 5.4144 2020-10-02 08:43:54,497 - mmaction - INFO - Epoch [45][280/2825] lr: 7.500e-04, eta: 1 day, 21:45:50, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8299, loss_cls: 1.6123, loss: 1.6123, grad_norm: 5.3913 2020-10-02 08:44:14,256 - mmaction - INFO - Epoch [45][300/2825] lr: 7.500e-04, eta: 1 day, 21:45:27, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.5958, top5_acc: 0.8151, loss_cls: 1.7197, loss: 1.7197, grad_norm: 5.6338 2020-10-02 08:44:34,785 - mmaction - INFO - Epoch [45][320/2825] lr: 7.500e-04, eta: 1 day, 21:45:06, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8122, loss_cls: 1.7179, loss: 1.7179, grad_norm: 5.5358 2020-10-02 08:44:56,016 - mmaction - INFO - Epoch [45][340/2825] lr: 7.500e-04, eta: 1 day, 21:44:46, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8133, loss_cls: 1.6521, loss: 1.6521, grad_norm: 5.3987 2020-10-02 08:45:16,429 - mmaction - INFO - Epoch [45][360/2825] lr: 7.500e-04, eta: 1 day, 21:44:24, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8211, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.4670 2020-10-02 08:45:38,649 - mmaction - INFO - Epoch [45][380/2825] lr: 7.500e-04, eta: 1 day, 21:44:05, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8125, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.5241 2020-10-02 08:45:57,826 - mmaction - INFO - Epoch [45][400/2825] lr: 7.500e-04, eta: 1 day, 21:43:42, time: 0.959, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8164, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.5614 2020-10-02 08:46:19,152 - mmaction - INFO - Epoch [45][420/2825] lr: 7.500e-04, eta: 1 day, 21:43:22, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8182, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.5125 2020-10-02 08:46:39,741 - mmaction - INFO - Epoch [45][440/2825] lr: 7.500e-04, eta: 1 day, 21:43:01, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6013, top5_acc: 0.8081, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.4673 2020-10-02 08:46:59,390 - mmaction - INFO - Epoch [45][460/2825] lr: 7.500e-04, eta: 1 day, 21:42:38, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8206, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.4257 2020-10-02 08:47:20,234 - mmaction - INFO - Epoch [45][480/2825] lr: 7.500e-04, eta: 1 day, 21:42:17, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8198, loss_cls: 1.6860, loss: 1.6860, grad_norm: 5.5261 2020-10-02 08:47:41,497 - mmaction - INFO - Epoch [45][500/2825] lr: 7.500e-04, eta: 1 day, 21:41:57, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8260, loss_cls: 1.6826, loss: 1.6826, grad_norm: 5.5247 2020-10-02 08:48:02,357 - mmaction - INFO - Epoch [45][520/2825] lr: 7.500e-04, eta: 1 day, 21:41:36, time: 1.043, data_time: 0.007, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6929, loss: 1.6929, grad_norm: 5.4789 2020-10-02 08:48:23,773 - mmaction - INFO - Epoch [45][540/2825] lr: 7.500e-04, eta: 1 day, 21:41:16, time: 1.071, data_time: 0.116, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8104, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.6204 2020-10-02 08:48:43,963 - mmaction - INFO - Epoch [45][560/2825] lr: 7.500e-04, eta: 1 day, 21:40:54, time: 1.009, data_time: 0.043, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8146, loss_cls: 1.6896, loss: 1.6896, grad_norm: 5.4833 2020-10-02 08:49:03,812 - mmaction - INFO - Epoch [45][580/2825] lr: 7.500e-04, eta: 1 day, 21:40:32, time: 0.993, data_time: 0.030, memory: 8353, top1_acc: 0.5995, top5_acc: 0.8104, loss_cls: 1.7273, loss: 1.7273, grad_norm: 5.6242 2020-10-02 08:49:24,575 - mmaction - INFO - Epoch [45][600/2825] lr: 7.500e-04, eta: 1 day, 21:40:11, time: 1.037, data_time: 0.033, memory: 8353, top1_acc: 0.5974, top5_acc: 0.8177, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.6234 2020-10-02 08:49:45,525 - mmaction - INFO - Epoch [45][620/2825] lr: 7.500e-04, eta: 1 day, 21:39:50, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8154, loss_cls: 1.6810, loss: 1.6810, grad_norm: 5.3715 2020-10-02 08:50:05,844 - mmaction - INFO - Epoch [45][640/2825] lr: 7.500e-04, eta: 1 day, 21:39:29, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8232, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.5665 2020-10-02 08:50:26,750 - mmaction - INFO - Epoch [45][660/2825] lr: 7.500e-04, eta: 1 day, 21:39:08, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8177, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.5990 2020-10-02 08:50:48,006 - mmaction - INFO - Epoch [45][680/2825] lr: 7.500e-04, eta: 1 day, 21:38:47, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8195, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.4319 2020-10-02 08:51:08,206 - mmaction - INFO - Epoch [45][700/2825] lr: 7.500e-04, eta: 1 day, 21:38:26, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8135, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.4015 2020-10-02 08:51:29,593 - mmaction - INFO - Epoch [45][720/2825] lr: 7.500e-04, eta: 1 day, 21:38:06, time: 1.069, data_time: 0.006, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8201, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.5324 2020-10-02 08:51:50,593 - mmaction - INFO - Epoch [45][740/2825] lr: 7.500e-04, eta: 1 day, 21:37:45, time: 1.050, data_time: 0.039, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8253, loss_cls: 1.6532, loss: 1.6532, grad_norm: 5.5084 2020-10-02 08:52:10,245 - mmaction - INFO - Epoch [45][760/2825] lr: 7.500e-04, eta: 1 day, 21:37:22, time: 0.981, data_time: 0.035, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8250, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.5566 2020-10-02 08:52:31,816 - mmaction - INFO - Epoch [45][780/2825] lr: 7.500e-04, eta: 1 day, 21:37:03, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8190, loss_cls: 1.6750, loss: 1.6750, grad_norm: 5.5058 2020-10-02 08:52:53,750 - mmaction - INFO - Epoch [45][800/2825] lr: 7.500e-04, eta: 1 day, 21:36:43, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8227, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.5121 2020-10-02 08:53:13,662 - mmaction - INFO - Epoch [45][820/2825] lr: 7.500e-04, eta: 1 day, 21:36:21, time: 0.996, data_time: 0.003, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8227, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.5352 2020-10-02 08:53:34,145 - mmaction - INFO - Epoch [45][840/2825] lr: 7.500e-04, eta: 1 day, 21:36:00, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8299, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.3912 2020-10-02 08:53:54,729 - mmaction - INFO - Epoch [45][860/2825] lr: 7.500e-04, eta: 1 day, 21:35:38, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8060, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.5561 2020-10-02 08:54:15,641 - mmaction - INFO - Epoch [45][880/2825] lr: 7.500e-04, eta: 1 day, 21:35:18, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6047, top5_acc: 0.8167, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.5588 2020-10-02 08:54:37,433 - mmaction - INFO - Epoch [45][900/2825] lr: 7.500e-04, eta: 1 day, 21:34:58, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8096, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.5597 2020-10-02 08:54:57,073 - mmaction - INFO - Epoch [45][920/2825] lr: 7.500e-04, eta: 1 day, 21:34:35, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8167, loss_cls: 1.7369, loss: 1.7369, grad_norm: 5.5927 2020-10-02 08:55:18,033 - mmaction - INFO - Epoch [45][940/2825] lr: 7.500e-04, eta: 1 day, 21:34:15, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.5157 2020-10-02 08:55:39,040 - mmaction - INFO - Epoch [45][960/2825] lr: 7.500e-04, eta: 1 day, 21:33:54, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8320, loss_cls: 1.5997, loss: 1.5997, grad_norm: 5.3891 2020-10-02 08:55:59,213 - mmaction - INFO - Epoch [45][980/2825] lr: 7.500e-04, eta: 1 day, 21:33:32, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8242, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.4530 2020-10-02 08:56:20,090 - mmaction - INFO - Epoch [45][1000/2825] lr: 7.500e-04, eta: 1 day, 21:33:11, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8203, loss_cls: 1.6659, loss: 1.6659, grad_norm: 5.5132 2020-10-02 08:56:39,926 - mmaction - INFO - Epoch [45][1020/2825] lr: 7.500e-04, eta: 1 day, 21:32:49, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8195, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.4703 2020-10-02 08:57:01,482 - mmaction - INFO - Epoch [45][1040/2825] lr: 7.500e-04, eta: 1 day, 21:32:29, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8068, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.5488 2020-10-02 08:57:21,177 - mmaction - INFO - Epoch [45][1060/2825] lr: 7.500e-04, eta: 1 day, 21:32:07, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8109, loss_cls: 1.7023, loss: 1.7023, grad_norm: 5.6929 2020-10-02 08:57:41,679 - mmaction - INFO - Epoch [45][1080/2825] lr: 7.500e-04, eta: 1 day, 21:31:46, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.5708 2020-10-02 08:58:02,820 - mmaction - INFO - Epoch [45][1100/2825] lr: 7.500e-04, eta: 1 day, 21:31:25, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8141, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.5248 2020-10-02 08:58:24,022 - mmaction - INFO - Epoch [45][1120/2825] lr: 7.500e-04, eta: 1 day, 21:31:05, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8211, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.5476 2020-10-02 08:58:44,623 - mmaction - INFO - Epoch [45][1140/2825] lr: 7.500e-04, eta: 1 day, 21:30:44, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8185, loss_cls: 1.6258, loss: 1.6258, grad_norm: 5.4958 2020-10-02 08:59:05,346 - mmaction - INFO - Epoch [45][1160/2825] lr: 7.500e-04, eta: 1 day, 21:30:22, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8164, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.6088 2020-10-02 08:59:26,401 - mmaction - INFO - Epoch [45][1180/2825] lr: 7.500e-04, eta: 1 day, 21:30:02, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8148, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.5193 2020-10-02 08:59:46,228 - mmaction - INFO - Epoch [45][1200/2825] lr: 7.500e-04, eta: 1 day, 21:29:40, time: 0.992, data_time: 0.005, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8151, loss_cls: 1.7100, loss: 1.7100, grad_norm: 5.5182 2020-10-02 09:00:07,940 - mmaction - INFO - Epoch [45][1220/2825] lr: 7.500e-04, eta: 1 day, 21:29:20, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8177, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.5879 2020-10-02 09:00:29,395 - mmaction - INFO - Epoch [45][1240/2825] lr: 7.500e-04, eta: 1 day, 21:29:00, time: 1.072, data_time: 0.007, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8250, loss_cls: 1.6384, loss: 1.6384, grad_norm: 5.5110 2020-10-02 09:00:50,499 - mmaction - INFO - Epoch [45][1260/2825] lr: 7.500e-04, eta: 1 day, 21:28:39, time: 1.056, data_time: 0.144, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8193, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.5315 2020-10-02 09:01:11,031 - mmaction - INFO - Epoch [45][1280/2825] lr: 7.500e-04, eta: 1 day, 21:28:18, time: 1.026, data_time: 0.116, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8268, loss_cls: 1.6403, loss: 1.6403, grad_norm: 5.4547 2020-10-02 09:01:32,257 - mmaction - INFO - Epoch [45][1300/2825] lr: 7.500e-04, eta: 1 day, 21:27:58, time: 1.062, data_time: 0.089, memory: 8353, top1_acc: 0.5987, top5_acc: 0.8042, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.5823 2020-10-02 09:01:52,297 - mmaction - INFO - Epoch [45][1320/2825] lr: 7.500e-04, eta: 1 day, 21:27:36, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8159, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.5684 2020-10-02 09:02:12,219 - mmaction - INFO - Epoch [45][1340/2825] lr: 7.500e-04, eta: 1 day, 21:27:14, time: 0.996, data_time: 0.013, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.5786 2020-10-02 09:02:34,114 - mmaction - INFO - Epoch [45][1360/2825] lr: 7.500e-04, eta: 1 day, 21:26:54, time: 1.095, data_time: 0.030, memory: 8353, top1_acc: 0.5997, top5_acc: 0.8125, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.6696 2020-10-02 09:02:54,241 - mmaction - INFO - Epoch [45][1380/2825] lr: 7.500e-04, eta: 1 day, 21:26:32, time: 1.006, data_time: 0.020, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8292, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.4828 2020-10-02 09:03:15,282 - mmaction - INFO - Epoch [45][1400/2825] lr: 7.500e-04, eta: 1 day, 21:26:12, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8294, loss_cls: 1.6268, loss: 1.6268, grad_norm: 5.4333 2020-10-02 09:03:36,859 - mmaction - INFO - Epoch [45][1420/2825] lr: 7.500e-04, eta: 1 day, 21:25:52, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8302, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.4227 2020-10-02 09:03:57,088 - mmaction - INFO - Epoch [45][1440/2825] lr: 7.500e-04, eta: 1 day, 21:25:30, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8076, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.5760 2020-10-02 09:04:17,327 - mmaction - INFO - Epoch [45][1460/2825] lr: 7.500e-04, eta: 1 day, 21:25:08, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8286, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.4873 2020-10-02 09:04:37,505 - mmaction - INFO - Epoch [45][1480/2825] lr: 7.500e-04, eta: 1 day, 21:24:47, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.5982 2020-10-02 09:04:58,664 - mmaction - INFO - Epoch [45][1500/2825] lr: 7.500e-04, eta: 1 day, 21:24:26, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8161, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.5505 2020-10-02 09:05:19,480 - mmaction - INFO - Epoch [45][1520/2825] lr: 7.500e-04, eta: 1 day, 21:24:05, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8159, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.5145 2020-10-02 09:05:39,817 - mmaction - INFO - Epoch [45][1540/2825] lr: 7.500e-04, eta: 1 day, 21:23:44, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8302, loss_cls: 1.5951, loss: 1.5951, grad_norm: 5.3687 2020-10-02 09:06:00,663 - mmaction - INFO - Epoch [45][1560/2825] lr: 7.500e-04, eta: 1 day, 21:23:23, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8240, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.5041 2020-10-02 09:06:23,184 - mmaction - INFO - Epoch [45][1580/2825] lr: 7.500e-04, eta: 1 day, 21:23:04, time: 1.126, data_time: 0.002, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8159, loss_cls: 1.7077, loss: 1.7077, grad_norm: 5.6734 2020-10-02 09:06:43,275 - mmaction - INFO - Epoch [45][1600/2825] lr: 7.500e-04, eta: 1 day, 21:22:42, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.5982, top5_acc: 0.8065, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.4489 2020-10-02 09:07:04,536 - mmaction - INFO - Epoch [45][1620/2825] lr: 7.500e-04, eta: 1 day, 21:22:22, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6078, top5_acc: 0.8141, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.5463 2020-10-02 09:07:25,054 - mmaction - INFO - Epoch [45][1640/2825] lr: 7.500e-04, eta: 1 day, 21:22:00, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.6809 2020-10-02 09:07:44,624 - mmaction - INFO - Epoch [45][1660/2825] lr: 7.500e-04, eta: 1 day, 21:21:38, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8383, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.5520 2020-10-02 09:08:05,572 - mmaction - INFO - Epoch [45][1680/2825] lr: 7.500e-04, eta: 1 day, 21:21:17, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6062, top5_acc: 0.8133, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.4230 2020-10-02 09:08:27,010 - mmaction - INFO - Epoch [45][1700/2825] lr: 7.500e-04, eta: 1 day, 21:20:57, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8161, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.6070 2020-10-02 09:08:47,066 - mmaction - INFO - Epoch [45][1720/2825] lr: 7.500e-04, eta: 1 day, 21:20:35, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8172, loss_cls: 1.6996, loss: 1.6996, grad_norm: 5.5937 2020-10-02 09:09:09,231 - mmaction - INFO - Epoch [45][1740/2825] lr: 7.500e-04, eta: 1 day, 21:20:16, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8190, loss_cls: 1.6698, loss: 1.6698, grad_norm: 5.4436 2020-10-02 09:09:28,652 - mmaction - INFO - Epoch [45][1760/2825] lr: 7.500e-04, eta: 1 day, 21:19:53, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8167, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.5269 2020-10-02 09:09:48,706 - mmaction - INFO - Epoch [45][1780/2825] lr: 7.500e-04, eta: 1 day, 21:19:31, time: 1.004, data_time: 0.004, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8148, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.5339 2020-10-02 09:10:10,101 - mmaction - INFO - Epoch [45][1800/2825] lr: 7.500e-04, eta: 1 day, 21:19:11, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8164, loss_cls: 1.6810, loss: 1.6810, grad_norm: 5.5958 2020-10-02 09:10:30,882 - mmaction - INFO - Epoch [45][1820/2825] lr: 7.500e-04, eta: 1 day, 21:18:50, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8214, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.5790 2020-10-02 09:10:51,922 - mmaction - INFO - Epoch [45][1840/2825] lr: 7.500e-04, eta: 1 day, 21:18:30, time: 1.053, data_time: 0.039, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8266, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.5155 2020-10-02 09:11:11,302 - mmaction - INFO - Epoch [45][1860/2825] lr: 7.500e-04, eta: 1 day, 21:18:07, time: 0.968, data_time: 0.217, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8109, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.6656 2020-10-02 09:11:32,472 - mmaction - INFO - Epoch [45][1880/2825] lr: 7.500e-04, eta: 1 day, 21:17:46, time: 1.059, data_time: 0.083, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8177, loss_cls: 1.6862, loss: 1.6862, grad_norm: 5.5912 2020-10-02 09:11:52,290 - mmaction - INFO - Epoch [45][1900/2825] lr: 7.500e-04, eta: 1 day, 21:17:24, time: 0.991, data_time: 0.007, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8104, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.7493 2020-10-02 09:12:13,268 - mmaction - INFO - Epoch [45][1920/2825] lr: 7.500e-04, eta: 1 day, 21:17:04, time: 1.049, data_time: 0.045, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8201, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.5241 2020-10-02 09:12:34,776 - mmaction - INFO - Epoch [45][1940/2825] lr: 7.500e-04, eta: 1 day, 21:16:44, time: 1.075, data_time: 0.014, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8193, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.5672 2020-10-02 09:12:55,528 - mmaction - INFO - Epoch [45][1960/2825] lr: 7.500e-04, eta: 1 day, 21:16:22, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8227, loss_cls: 1.6825, loss: 1.6825, grad_norm: 5.5256 2020-10-02 09:13:15,886 - mmaction - INFO - Epoch [45][1980/2825] lr: 7.500e-04, eta: 1 day, 21:16:01, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6047, top5_acc: 0.8177, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.5700 2020-10-02 09:13:37,138 - mmaction - INFO - Epoch [45][2000/2825] lr: 7.500e-04, eta: 1 day, 21:15:41, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8180, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.6313 2020-10-02 09:13:57,643 - mmaction - INFO - Epoch [45][2020/2825] lr: 7.500e-04, eta: 1 day, 21:15:19, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8237, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.5886 2020-10-02 09:14:17,553 - mmaction - INFO - Epoch [45][2040/2825] lr: 7.500e-04, eta: 1 day, 21:14:57, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8315, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.5085 2020-10-02 09:14:38,452 - mmaction - INFO - Epoch [45][2060/2825] lr: 7.500e-04, eta: 1 day, 21:14:36, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8182, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.5484 2020-10-02 09:14:58,346 - mmaction - INFO - Epoch [45][2080/2825] lr: 7.500e-04, eta: 1 day, 21:14:14, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8201, loss_cls: 1.6730, loss: 1.6730, grad_norm: 5.4875 2020-10-02 09:15:18,905 - mmaction - INFO - Epoch [45][2100/2825] lr: 7.500e-04, eta: 1 day, 21:13:53, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8060, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.5619 2020-10-02 09:15:39,980 - mmaction - INFO - Epoch [45][2120/2825] lr: 7.500e-04, eta: 1 day, 21:13:33, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8130, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.5399 2020-10-02 09:16:00,651 - mmaction - INFO - Epoch [45][2140/2825] lr: 7.500e-04, eta: 1 day, 21:13:11, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8268, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.6865 2020-10-02 09:16:21,926 - mmaction - INFO - Epoch [45][2160/2825] lr: 7.500e-04, eta: 1 day, 21:12:51, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8221, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.5305 2020-10-02 09:16:42,715 - mmaction - INFO - Epoch [45][2180/2825] lr: 7.500e-04, eta: 1 day, 21:12:30, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8193, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.4641 2020-10-02 09:17:02,756 - mmaction - INFO - Epoch [45][2200/2825] lr: 7.500e-04, eta: 1 day, 21:12:08, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.5922, top5_acc: 0.8167, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.5962 2020-10-02 09:17:23,813 - mmaction - INFO - Epoch [45][2220/2825] lr: 7.500e-04, eta: 1 day, 21:11:48, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8182, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.5225 2020-10-02 09:17:44,452 - mmaction - INFO - Epoch [45][2240/2825] lr: 7.500e-04, eta: 1 day, 21:11:27, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8253, loss_cls: 1.6545, loss: 1.6545, grad_norm: 5.5270 2020-10-02 09:18:04,694 - mmaction - INFO - Epoch [45][2260/2825] lr: 7.500e-04, eta: 1 day, 21:11:05, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8201, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.4903 2020-10-02 09:18:25,937 - mmaction - INFO - Epoch [45][2280/2825] lr: 7.500e-04, eta: 1 day, 21:10:44, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8172, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.5504 2020-10-02 09:18:46,001 - mmaction - INFO - Epoch [45][2300/2825] lr: 7.500e-04, eta: 1 day, 21:10:23, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8203, loss_cls: 1.6783, loss: 1.6783, grad_norm: 5.5784 2020-10-02 09:19:06,859 - mmaction - INFO - Epoch [45][2320/2825] lr: 7.500e-04, eta: 1 day, 21:10:02, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.5911, top5_acc: 0.8125, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.6470 2020-10-02 09:19:28,080 - mmaction - INFO - Epoch [45][2340/2825] lr: 7.500e-04, eta: 1 day, 21:09:41, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8148, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.5936 2020-10-02 09:19:47,981 - mmaction - INFO - Epoch [45][2360/2825] lr: 7.500e-04, eta: 1 day, 21:09:19, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8242, loss_cls: 1.6288, loss: 1.6288, grad_norm: 5.4767 2020-10-02 09:20:07,820 - mmaction - INFO - Epoch [45][2380/2825] lr: 7.500e-04, eta: 1 day, 21:08:57, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8159, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.6138 2020-10-02 09:20:29,113 - mmaction - INFO - Epoch [45][2400/2825] lr: 7.500e-04, eta: 1 day, 21:08:37, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8232, loss_cls: 1.6446, loss: 1.6446, grad_norm: 5.6450 2020-10-02 09:20:49,656 - mmaction - INFO - Epoch [45][2420/2825] lr: 7.500e-04, eta: 1 day, 21:08:16, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.5990, top5_acc: 0.8159, loss_cls: 1.7105, loss: 1.7105, grad_norm: 5.6143 2020-10-02 09:21:10,006 - mmaction - INFO - Epoch [45][2440/2825] lr: 7.500e-04, eta: 1 day, 21:07:54, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8211, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.6535 2020-10-02 09:21:30,815 - mmaction - INFO - Epoch [45][2460/2825] lr: 7.500e-04, eta: 1 day, 21:07:33, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.6208 2020-10-02 09:21:52,169 - mmaction - INFO - Epoch [45][2480/2825] lr: 7.500e-04, eta: 1 day, 21:07:13, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8133, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.5483 2020-10-02 09:22:13,228 - mmaction - INFO - Epoch [45][2500/2825] lr: 7.500e-04, eta: 1 day, 21:06:52, time: 1.053, data_time: 0.009, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8146, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.5597 2020-10-02 09:22:33,940 - mmaction - INFO - Epoch [45][2520/2825] lr: 7.500e-04, eta: 1 day, 21:06:31, time: 1.035, data_time: 0.079, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8104, loss_cls: 1.7248, loss: 1.7248, grad_norm: 5.5444 2020-10-02 09:22:54,605 - mmaction - INFO - Epoch [45][2540/2825] lr: 7.500e-04, eta: 1 day, 21:06:10, time: 1.033, data_time: 0.044, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8122, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.5218 2020-10-02 09:23:15,627 - mmaction - INFO - Epoch [45][2560/2825] lr: 7.500e-04, eta: 1 day, 21:05:49, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8167, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.5211 2020-10-02 09:23:36,981 - mmaction - INFO - Epoch [45][2580/2825] lr: 7.500e-04, eta: 1 day, 21:05:29, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.5434 2020-10-02 09:23:56,468 - mmaction - INFO - Epoch [45][2600/2825] lr: 7.500e-04, eta: 1 day, 21:05:07, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8219, loss_cls: 1.6604, loss: 1.6604, grad_norm: 5.5751 2020-10-02 09:24:17,386 - mmaction - INFO - Epoch [45][2620/2825] lr: 7.500e-04, eta: 1 day, 21:04:46, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8263, loss_cls: 1.6517, loss: 1.6517, grad_norm: 5.5073 2020-10-02 09:24:37,026 - mmaction - INFO - Epoch [45][2640/2825] lr: 7.500e-04, eta: 1 day, 21:04:24, time: 0.983, data_time: 0.003, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.5488 2020-10-02 09:24:57,931 - mmaction - INFO - Epoch [45][2660/2825] lr: 7.500e-04, eta: 1 day, 21:04:03, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8229, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.5779 2020-10-02 09:25:18,521 - mmaction - INFO - Epoch [45][2680/2825] lr: 7.500e-04, eta: 1 day, 21:03:42, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8135, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.6255 2020-10-02 09:25:39,354 - mmaction - INFO - Epoch [45][2700/2825] lr: 7.500e-04, eta: 1 day, 21:03:21, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8070, loss_cls: 1.7219, loss: 1.7219, grad_norm: 5.6400 2020-10-02 09:25:59,728 - mmaction - INFO - Epoch [45][2720/2825] lr: 7.500e-04, eta: 1 day, 21:02:59, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8141, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.6349 2020-10-02 09:26:20,227 - mmaction - INFO - Epoch [45][2740/2825] lr: 7.500e-04, eta: 1 day, 21:02:38, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8146, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.6667 2020-10-02 09:26:41,671 - mmaction - INFO - Epoch [45][2760/2825] lr: 7.500e-04, eta: 1 day, 21:02:18, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.6018 2020-10-02 09:27:03,048 - mmaction - INFO - Epoch [45][2780/2825] lr: 7.500e-04, eta: 1 day, 21:01:57, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.5997, top5_acc: 0.8117, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.5852 2020-10-02 09:27:23,731 - mmaction - INFO - Epoch [45][2800/2825] lr: 7.500e-04, eta: 1 day, 21:01:36, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8143, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.5786 2020-10-02 09:27:43,549 - mmaction - INFO - Epoch [45][2820/2825] lr: 7.500e-04, eta: 1 day, 21:01:14, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8154, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.5853 2020-10-02 09:27:50,214 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-02 09:31:21,532 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 09:31:24,027 - mmaction - INFO - top1_acc 0.5832 top5_acc 0.8092 2020-10-02 09:31:24,027 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 09:31:24,146 - mmaction - INFO - mean_acc 0.5831 2020-10-02 09:31:24,146 - mmaction - INFO - Now best checkpoint is epoch_45.pth 2020-10-02 09:31:24,166 - mmaction - INFO - Epoch(val) [45][2825] top1_acc: 0.5832, top5_acc: 0.8092, mean_class_accuracy: 0.5831 2020-10-02 09:32:05,455 - mmaction - INFO - Epoch [46][20/2825] lr: 7.500e-04, eta: 1 day, 21:01:07, time: 2.063, data_time: 0.940, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8247, loss_cls: 1.6399, loss: 1.6399, grad_norm: 5.4119 2020-10-02 09:32:26,327 - mmaction - INFO - Epoch [46][40/2825] lr: 7.500e-04, eta: 1 day, 21:00:46, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8263, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.5761 2020-10-02 09:32:46,434 - mmaction - INFO - Epoch [46][60/2825] lr: 7.500e-04, eta: 1 day, 21:00:24, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8260, loss_cls: 1.6390, loss: 1.6390, grad_norm: 5.4615 2020-10-02 09:33:07,306 - mmaction - INFO - Epoch [46][80/2825] lr: 7.500e-04, eta: 1 day, 21:00:03, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6018, top5_acc: 0.8211, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.5452 2020-10-02 09:33:29,023 - mmaction - INFO - Epoch [46][100/2825] lr: 7.500e-04, eta: 1 day, 20:59:43, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8182, loss_cls: 1.6462, loss: 1.6462, grad_norm: 5.4896 2020-10-02 09:33:48,632 - mmaction - INFO - Epoch [46][120/2825] lr: 7.500e-04, eta: 1 day, 20:59:21, time: 0.979, data_time: 0.001, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8151, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.5554 2020-10-02 09:34:09,842 - mmaction - INFO - Epoch [46][140/2825] lr: 7.500e-04, eta: 1 day, 20:59:01, time: 1.062, data_time: 0.003, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8240, loss_cls: 1.6729, loss: 1.6729, grad_norm: 5.4911 2020-10-02 09:34:30,825 - mmaction - INFO - Epoch [46][160/2825] lr: 7.500e-04, eta: 1 day, 20:58:40, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8253, loss_cls: 1.6747, loss: 1.6747, grad_norm: 5.5396 2020-10-02 09:34:51,232 - mmaction - INFO - Epoch [46][180/2825] lr: 7.500e-04, eta: 1 day, 20:58:18, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8333, loss_cls: 1.6225, loss: 1.6225, grad_norm: 5.4449 2020-10-02 09:35:12,552 - mmaction - INFO - Epoch [46][200/2825] lr: 7.500e-04, eta: 1 day, 20:57:58, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8271, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.6570 2020-10-02 09:35:33,018 - mmaction - INFO - Epoch [46][220/2825] lr: 7.500e-04, eta: 1 day, 20:57:37, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8273, loss_cls: 1.6344, loss: 1.6344, grad_norm: 5.5267 2020-10-02 09:35:54,099 - mmaction - INFO - Epoch [46][240/2825] lr: 7.500e-04, eta: 1 day, 20:57:16, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8229, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.4291 2020-10-02 09:36:14,139 - mmaction - INFO - Epoch [46][260/2825] lr: 7.500e-04, eta: 1 day, 20:56:54, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.5966, top5_acc: 0.8133, loss_cls: 1.7285, loss: 1.7285, grad_norm: 5.7512 2020-10-02 09:36:34,774 - mmaction - INFO - Epoch [46][280/2825] lr: 7.500e-04, eta: 1 day, 20:56:33, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8224, loss_cls: 1.6855, loss: 1.6855, grad_norm: 5.6507 2020-10-02 09:36:56,064 - mmaction - INFO - Epoch [46][300/2825] lr: 7.500e-04, eta: 1 day, 20:56:13, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8154, loss_cls: 1.7066, loss: 1.7066, grad_norm: 5.6001 2020-10-02 09:37:16,445 - mmaction - INFO - Epoch [46][320/2825] lr: 7.500e-04, eta: 1 day, 20:55:51, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8182, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.5116 2020-10-02 09:37:37,388 - mmaction - INFO - Epoch [46][340/2825] lr: 7.500e-04, eta: 1 day, 20:55:31, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8216, loss_cls: 1.6483, loss: 1.6483, grad_norm: 5.4360 2020-10-02 09:37:57,619 - mmaction - INFO - Epoch [46][360/2825] lr: 7.500e-04, eta: 1 day, 20:55:09, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8125, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.6879 2020-10-02 09:38:19,099 - mmaction - INFO - Epoch [46][380/2825] lr: 7.500e-04, eta: 1 day, 20:54:49, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8232, loss_cls: 1.6645, loss: 1.6645, grad_norm: 5.5584 2020-10-02 09:38:39,939 - mmaction - INFO - Epoch [46][400/2825] lr: 7.500e-04, eta: 1 day, 20:54:28, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6029, top5_acc: 0.8044, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.6772 2020-10-02 09:38:59,952 - mmaction - INFO - Epoch [46][420/2825] lr: 7.500e-04, eta: 1 day, 20:54:06, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8211, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.5819 2020-10-02 09:39:20,871 - mmaction - INFO - Epoch [46][440/2825] lr: 7.500e-04, eta: 1 day, 20:53:45, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8227, loss_cls: 1.6585, loss: 1.6585, grad_norm: 5.6026 2020-10-02 09:39:41,223 - mmaction - INFO - Epoch [46][460/2825] lr: 7.500e-04, eta: 1 day, 20:53:24, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8255, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.5640 2020-10-02 09:40:02,363 - mmaction - INFO - Epoch [46][480/2825] lr: 7.500e-04, eta: 1 day, 20:53:03, time: 1.056, data_time: 0.011, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8174, loss_cls: 1.6466, loss: 1.6466, grad_norm: 5.5814 2020-10-02 09:40:23,009 - mmaction - INFO - Epoch [46][500/2825] lr: 7.500e-04, eta: 1 day, 20:52:42, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8253, loss_cls: 1.6598, loss: 1.6598, grad_norm: 5.6172 2020-10-02 09:40:43,129 - mmaction - INFO - Epoch [46][520/2825] lr: 7.500e-04, eta: 1 day, 20:52:20, time: 1.006, data_time: 0.028, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8125, loss_cls: 1.6887, loss: 1.6887, grad_norm: 5.6361 2020-10-02 09:41:04,834 - mmaction - INFO - Epoch [46][540/2825] lr: 7.500e-04, eta: 1 day, 20:52:00, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8174, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.5085 2020-10-02 09:41:25,352 - mmaction - INFO - Epoch [46][560/2825] lr: 7.500e-04, eta: 1 day, 20:51:39, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.6029, top5_acc: 0.8193, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.6470 2020-10-02 09:41:45,692 - mmaction - INFO - Epoch [46][580/2825] lr: 7.500e-04, eta: 1 day, 20:51:18, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8263, loss_cls: 1.6265, loss: 1.6265, grad_norm: 5.5661 2020-10-02 09:42:06,614 - mmaction - INFO - Epoch [46][600/2825] lr: 7.500e-04, eta: 1 day, 20:50:57, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.5885, top5_acc: 0.8094, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.6593 2020-10-02 09:42:26,889 - mmaction - INFO - Epoch [46][620/2825] lr: 7.500e-04, eta: 1 day, 20:50:35, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8208, loss_cls: 1.6740, loss: 1.6740, grad_norm: 5.6035 2020-10-02 09:42:48,077 - mmaction - INFO - Epoch [46][640/2825] lr: 7.500e-04, eta: 1 day, 20:50:15, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8237, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.4940 2020-10-02 09:43:09,994 - mmaction - INFO - Epoch [46][660/2825] lr: 7.500e-04, eta: 1 day, 20:49:55, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8240, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.5994 2020-10-02 09:43:29,976 - mmaction - INFO - Epoch [46][680/2825] lr: 7.500e-04, eta: 1 day, 20:49:33, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8185, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.5836 2020-10-02 09:43:50,644 - mmaction - INFO - Epoch [46][700/2825] lr: 7.500e-04, eta: 1 day, 20:49:12, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8159, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.5068 2020-10-02 09:44:12,654 - mmaction - INFO - Epoch [46][720/2825] lr: 7.500e-04, eta: 1 day, 20:48:53, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8174, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.5599 2020-10-02 09:44:31,890 - mmaction - INFO - Epoch [46][740/2825] lr: 7.500e-04, eta: 1 day, 20:48:30, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8232, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.5551 2020-10-02 09:44:53,642 - mmaction - INFO - Epoch [46][760/2825] lr: 7.500e-04, eta: 1 day, 20:48:10, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8172, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.6936 2020-10-02 09:45:14,246 - mmaction - INFO - Epoch [46][780/2825] lr: 7.500e-04, eta: 1 day, 20:47:49, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8143, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.6469 2020-10-02 09:45:34,990 - mmaction - INFO - Epoch [46][800/2825] lr: 7.500e-04, eta: 1 day, 20:47:28, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8164, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.5581 2020-10-02 09:45:55,149 - mmaction - INFO - Epoch [46][820/2825] lr: 7.500e-04, eta: 1 day, 20:47:06, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.6704 2020-10-02 09:46:16,283 - mmaction - INFO - Epoch [46][840/2825] lr: 7.500e-04, eta: 1 day, 20:46:46, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8180, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.5813 2020-10-02 09:46:36,790 - mmaction - INFO - Epoch [46][860/2825] lr: 7.500e-04, eta: 1 day, 20:46:24, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8302, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.5599 2020-10-02 09:46:58,132 - mmaction - INFO - Epoch [46][880/2825] lr: 7.500e-04, eta: 1 day, 20:46:04, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8326, loss_cls: 1.6270, loss: 1.6270, grad_norm: 5.6582 2020-10-02 09:47:19,789 - mmaction - INFO - Epoch [46][900/2825] lr: 7.500e-04, eta: 1 day, 20:45:44, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8273, loss_cls: 1.6436, loss: 1.6436, grad_norm: 5.6015 2020-10-02 09:47:41,143 - mmaction - INFO - Epoch [46][920/2825] lr: 7.500e-04, eta: 1 day, 20:45:24, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8128, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.5049 2020-10-02 09:48:00,040 - mmaction - INFO - Epoch [46][940/2825] lr: 7.500e-04, eta: 1 day, 20:45:01, time: 0.945, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8193, loss_cls: 1.6835, loss: 1.6835, grad_norm: 5.6384 2020-10-02 09:48:21,583 - mmaction - INFO - Epoch [46][960/2825] lr: 7.500e-04, eta: 1 day, 20:44:41, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8185, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.6044 2020-10-02 09:48:42,848 - mmaction - INFO - Epoch [46][980/2825] lr: 7.500e-04, eta: 1 day, 20:44:20, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8357, loss_cls: 1.5871, loss: 1.5871, grad_norm: 5.4728 2020-10-02 09:49:03,617 - mmaction - INFO - Epoch [46][1000/2825] lr: 7.500e-04, eta: 1 day, 20:43:59, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8279, loss_cls: 1.6350, loss: 1.6350, grad_norm: 5.5678 2020-10-02 09:49:23,620 - mmaction - INFO - Epoch [46][1020/2825] lr: 7.500e-04, eta: 1 day, 20:43:37, time: 1.000, data_time: 0.102, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8190, loss_cls: 1.6647, loss: 1.6647, grad_norm: 5.6209 2020-10-02 09:49:44,842 - mmaction - INFO - Epoch [46][1040/2825] lr: 7.500e-04, eta: 1 day, 20:43:17, time: 1.061, data_time: 0.167, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8174, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.5574 2020-10-02 09:50:05,204 - mmaction - INFO - Epoch [46][1060/2825] lr: 7.500e-04, eta: 1 day, 20:42:56, time: 1.019, data_time: 0.182, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8310, loss_cls: 1.6212, loss: 1.6212, grad_norm: 5.6264 2020-10-02 09:50:25,978 - mmaction - INFO - Epoch [46][1080/2825] lr: 7.500e-04, eta: 1 day, 20:42:35, time: 1.037, data_time: 0.242, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8229, loss_cls: 1.6163, loss: 1.6163, grad_norm: 5.6165 2020-10-02 09:50:47,442 - mmaction - INFO - Epoch [46][1100/2825] lr: 7.500e-04, eta: 1 day, 20:42:14, time: 1.074, data_time: 0.357, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.5479 2020-10-02 09:51:07,653 - mmaction - INFO - Epoch [46][1120/2825] lr: 7.500e-04, eta: 1 day, 20:41:53, time: 1.011, data_time: 0.354, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8182, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.5878 2020-10-02 09:51:29,748 - mmaction - INFO - Epoch [46][1140/2825] lr: 7.500e-04, eta: 1 day, 20:41:33, time: 1.104, data_time: 0.486, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8208, loss_cls: 1.6239, loss: 1.6239, grad_norm: 5.5417 2020-10-02 09:51:50,346 - mmaction - INFO - Epoch [46][1160/2825] lr: 7.500e-04, eta: 1 day, 20:41:12, time: 1.030, data_time: 0.416, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8281, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.5360 2020-10-02 09:52:10,088 - mmaction - INFO - Epoch [46][1180/2825] lr: 7.500e-04, eta: 1 day, 20:40:50, time: 0.988, data_time: 0.311, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8216, loss_cls: 1.6587, loss: 1.6587, grad_norm: 5.6310 2020-10-02 09:52:31,358 - mmaction - INFO - Epoch [46][1200/2825] lr: 7.500e-04, eta: 1 day, 20:40:30, time: 1.064, data_time: 0.061, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8190, loss_cls: 1.6587, loss: 1.6587, grad_norm: 5.6377 2020-10-02 09:52:52,180 - mmaction - INFO - Epoch [46][1220/2825] lr: 7.500e-04, eta: 1 day, 20:40:09, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8260, loss_cls: 1.6349, loss: 1.6349, grad_norm: 5.5225 2020-10-02 09:53:13,021 - mmaction - INFO - Epoch [46][1240/2825] lr: 7.500e-04, eta: 1 day, 20:39:48, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.5990, top5_acc: 0.8086, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.7171 2020-10-02 09:53:32,510 - mmaction - INFO - Epoch [46][1260/2825] lr: 7.500e-04, eta: 1 day, 20:39:25, time: 0.974, data_time: 0.001, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8237, loss_cls: 1.6514, loss: 1.6514, grad_norm: 5.6014 2020-10-02 09:53:53,744 - mmaction - INFO - Epoch [46][1280/2825] lr: 7.500e-04, eta: 1 day, 20:39:05, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8128, loss_cls: 1.7156, loss: 1.7156, grad_norm: 5.6582 2020-10-02 09:54:15,012 - mmaction - INFO - Epoch [46][1300/2825] lr: 7.500e-04, eta: 1 day, 20:38:45, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8133, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.4899 2020-10-02 09:54:34,434 - mmaction - INFO - Epoch [46][1320/2825] lr: 7.500e-04, eta: 1 day, 20:38:22, time: 0.971, data_time: 0.001, memory: 8353, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.7129, loss: 1.7129, grad_norm: 5.7550 2020-10-02 09:54:55,117 - mmaction - INFO - Epoch [46][1340/2825] lr: 7.500e-04, eta: 1 day, 20:38:01, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8232, loss_cls: 1.6614, loss: 1.6614, grad_norm: 5.6161 2020-10-02 09:55:15,454 - mmaction - INFO - Epoch [46][1360/2825] lr: 7.500e-04, eta: 1 day, 20:37:39, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8273, loss_cls: 1.6462, loss: 1.6462, grad_norm: 5.6213 2020-10-02 09:55:36,244 - mmaction - INFO - Epoch [46][1380/2825] lr: 7.500e-04, eta: 1 day, 20:37:18, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.6141 2020-10-02 09:55:56,303 - mmaction - INFO - Epoch [46][1400/2825] lr: 7.500e-04, eta: 1 day, 20:36:57, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.7579 2020-10-02 09:56:18,817 - mmaction - INFO - Epoch [46][1420/2825] lr: 7.500e-04, eta: 1 day, 20:36:38, time: 1.126, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8091, loss_cls: 1.6885, loss: 1.6885, grad_norm: 5.6789 2020-10-02 09:56:38,489 - mmaction - INFO - Epoch [46][1440/2825] lr: 7.500e-04, eta: 1 day, 20:36:15, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8060, loss_cls: 1.7405, loss: 1.7405, grad_norm: 5.7068 2020-10-02 09:56:59,068 - mmaction - INFO - Epoch [46][1460/2825] lr: 7.500e-04, eta: 1 day, 20:35:54, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8180, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.6670 2020-10-02 09:57:20,131 - mmaction - INFO - Epoch [46][1480/2825] lr: 7.500e-04, eta: 1 day, 20:35:34, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8328, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.6558 2020-10-02 09:57:39,541 - mmaction - INFO - Epoch [46][1500/2825] lr: 7.500e-04, eta: 1 day, 20:35:11, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8271, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.6399 2020-10-02 09:58:00,607 - mmaction - INFO - Epoch [46][1520/2825] lr: 7.500e-04, eta: 1 day, 20:34:50, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8198, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.6368 2020-10-02 09:58:21,008 - mmaction - INFO - Epoch [46][1540/2825] lr: 7.500e-04, eta: 1 day, 20:34:29, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8177, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.5511 2020-10-02 09:58:43,087 - mmaction - INFO - Epoch [46][1560/2825] lr: 7.500e-04, eta: 1 day, 20:34:10, time: 1.104, data_time: 0.003, memory: 8353, top1_acc: 0.6034, top5_acc: 0.8036, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.6937 2020-10-02 09:59:03,273 - mmaction - INFO - Epoch [46][1580/2825] lr: 7.500e-04, eta: 1 day, 20:33:48, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8143, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.5185 2020-10-02 09:59:24,178 - mmaction - INFO - Epoch [46][1600/2825] lr: 7.500e-04, eta: 1 day, 20:33:27, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8245, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.6350 2020-10-02 09:59:45,657 - mmaction - INFO - Epoch [46][1620/2825] lr: 7.500e-04, eta: 1 day, 20:33:07, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8042, loss_cls: 1.7387, loss: 1.7387, grad_norm: 5.7223 2020-10-02 10:00:06,336 - mmaction - INFO - Epoch [46][1640/2825] lr: 7.500e-04, eta: 1 day, 20:32:46, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8266, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.3738 2020-10-02 10:00:27,817 - mmaction - INFO - Epoch [46][1660/2825] lr: 7.500e-04, eta: 1 day, 20:32:26, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8143, loss_cls: 1.7048, loss: 1.7048, grad_norm: 5.5687 2020-10-02 10:00:48,661 - mmaction - INFO - Epoch [46][1680/2825] lr: 7.500e-04, eta: 1 day, 20:32:05, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8268, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.6513 2020-10-02 10:01:09,168 - mmaction - INFO - Epoch [46][1700/2825] lr: 7.500e-04, eta: 1 day, 20:31:44, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.7261 2020-10-02 10:01:30,246 - mmaction - INFO - Epoch [46][1720/2825] lr: 7.500e-04, eta: 1 day, 20:31:23, time: 1.055, data_time: 0.003, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.6227 2020-10-02 10:01:50,819 - mmaction - INFO - Epoch [46][1740/2825] lr: 7.500e-04, eta: 1 day, 20:31:02, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8164, loss_cls: 1.6826, loss: 1.6826, grad_norm: 5.5947 2020-10-02 10:02:11,583 - mmaction - INFO - Epoch [46][1760/2825] lr: 7.500e-04, eta: 1 day, 20:30:41, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.5956, top5_acc: 0.8099, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.7388 2020-10-02 10:02:31,652 - mmaction - INFO - Epoch [46][1780/2825] lr: 7.500e-04, eta: 1 day, 20:30:19, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8107, loss_cls: 1.7290, loss: 1.7290, grad_norm: 5.6439 2020-10-02 10:02:53,170 - mmaction - INFO - Epoch [46][1800/2825] lr: 7.500e-04, eta: 1 day, 20:29:59, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8086, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.5843 2020-10-02 10:03:14,437 - mmaction - INFO - Epoch [46][1820/2825] lr: 7.500e-04, eta: 1 day, 20:29:38, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8169, loss_cls: 1.7024, loss: 1.7024, grad_norm: 5.6616 2020-10-02 10:03:34,516 - mmaction - INFO - Epoch [46][1840/2825] lr: 7.500e-04, eta: 1 day, 20:29:17, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8229, loss_cls: 1.6127, loss: 1.6127, grad_norm: 5.4925 2020-10-02 10:03:55,474 - mmaction - INFO - Epoch [46][1860/2825] lr: 7.500e-04, eta: 1 day, 20:28:56, time: 1.047, data_time: 0.014, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8245, loss_cls: 1.6414, loss: 1.6414, grad_norm: 5.6191 2020-10-02 10:04:16,129 - mmaction - INFO - Epoch [46][1880/2825] lr: 7.500e-04, eta: 1 day, 20:28:35, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8167, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.6886 2020-10-02 10:04:37,985 - mmaction - INFO - Epoch [46][1900/2825] lr: 7.500e-04, eta: 1 day, 20:28:15, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8266, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.5993 2020-10-02 10:04:57,658 - mmaction - INFO - Epoch [46][1920/2825] lr: 7.500e-04, eta: 1 day, 20:27:53, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8198, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.5348 2020-10-02 10:05:19,057 - mmaction - INFO - Epoch [46][1940/2825] lr: 7.500e-04, eta: 1 day, 20:27:33, time: 1.071, data_time: 0.003, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8130, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.7624 2020-10-02 10:05:39,205 - mmaction - INFO - Epoch [46][1960/2825] lr: 7.500e-04, eta: 1 day, 20:27:11, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8143, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.6200 2020-10-02 10:06:00,709 - mmaction - INFO - Epoch [46][1980/2825] lr: 7.500e-04, eta: 1 day, 20:26:51, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8307, loss_cls: 1.6154, loss: 1.6154, grad_norm: 5.5302 2020-10-02 10:06:21,462 - mmaction - INFO - Epoch [46][2000/2825] lr: 7.500e-04, eta: 1 day, 20:26:30, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8271, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.5053 2020-10-02 10:06:40,807 - mmaction - INFO - Epoch [46][2020/2825] lr: 7.500e-04, eta: 1 day, 20:26:07, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8268, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.5087 2020-10-02 10:07:02,963 - mmaction - INFO - Epoch [46][2040/2825] lr: 7.500e-04, eta: 1 day, 20:25:48, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6826, loss: 1.6826, grad_norm: 5.6033 2020-10-02 10:07:23,885 - mmaction - INFO - Epoch [46][2060/2825] lr: 7.500e-04, eta: 1 day, 20:25:27, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8216, loss_cls: 1.6944, loss: 1.6944, grad_norm: 5.7672 2020-10-02 10:07:43,105 - mmaction - INFO - Epoch [46][2080/2825] lr: 7.500e-04, eta: 1 day, 20:25:04, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.6063, top5_acc: 0.8276, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.6236 2020-10-02 10:08:03,747 - mmaction - INFO - Epoch [46][2100/2825] lr: 7.500e-04, eta: 1 day, 20:24:43, time: 1.031, data_time: 0.134, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8229, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.6127 2020-10-02 10:08:24,843 - mmaction - INFO - Epoch [46][2120/2825] lr: 7.500e-04, eta: 1 day, 20:24:22, time: 1.055, data_time: 0.433, memory: 8353, top1_acc: 0.6063, top5_acc: 0.8266, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.6348 2020-10-02 10:08:45,638 - mmaction - INFO - Epoch [46][2140/2825] lr: 7.500e-04, eta: 1 day, 20:24:02, time: 1.040, data_time: 0.084, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8219, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.6973 2020-10-02 10:09:06,481 - mmaction - INFO - Epoch [46][2160/2825] lr: 7.500e-04, eta: 1 day, 20:23:41, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8154, loss_cls: 1.6941, loss: 1.6941, grad_norm: 5.6583 2020-10-02 10:09:27,383 - mmaction - INFO - Epoch [46][2180/2825] lr: 7.500e-04, eta: 1 day, 20:23:20, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8302, loss_cls: 1.6282, loss: 1.6282, grad_norm: 5.6269 2020-10-02 10:09:48,674 - mmaction - INFO - Epoch [46][2200/2825] lr: 7.500e-04, eta: 1 day, 20:23:00, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8182, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.5632 2020-10-02 10:10:09,190 - mmaction - INFO - Epoch [46][2220/2825] lr: 7.500e-04, eta: 1 day, 20:22:38, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.5977, top5_acc: 0.8096, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.6592 2020-10-02 10:10:28,951 - mmaction - INFO - Epoch [46][2240/2825] lr: 7.500e-04, eta: 1 day, 20:22:16, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8094, loss_cls: 1.7181, loss: 1.7181, grad_norm: 5.7044 2020-10-02 10:10:49,418 - mmaction - INFO - Epoch [46][2260/2825] lr: 7.500e-04, eta: 1 day, 20:21:55, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8224, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.6252 2020-10-02 10:11:10,814 - mmaction - INFO - Epoch [46][2280/2825] lr: 7.500e-04, eta: 1 day, 20:21:35, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8112, loss_cls: 1.7069, loss: 1.7069, grad_norm: 5.6315 2020-10-02 10:11:30,677 - mmaction - INFO - Epoch [46][2300/2825] lr: 7.500e-04, eta: 1 day, 20:21:12, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.5141 2020-10-02 10:11:50,970 - mmaction - INFO - Epoch [46][2320/2825] lr: 7.500e-04, eta: 1 day, 20:20:51, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8201, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.6727 2020-10-02 10:12:11,937 - mmaction - INFO - Epoch [46][2340/2825] lr: 7.500e-04, eta: 1 day, 20:20:30, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8154, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.6502 2020-10-02 10:12:32,575 - mmaction - INFO - Epoch [46][2360/2825] lr: 7.500e-04, eta: 1 day, 20:20:09, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8229, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.6908 2020-10-02 10:12:53,370 - mmaction - INFO - Epoch [46][2380/2825] lr: 7.500e-04, eta: 1 day, 20:19:48, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8216, loss_cls: 1.6671, loss: 1.6671, grad_norm: 5.6394 2020-10-02 10:13:14,167 - mmaction - INFO - Epoch [46][2400/2825] lr: 7.500e-04, eta: 1 day, 20:19:27, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8169, loss_cls: 1.7010, loss: 1.7010, grad_norm: 5.6639 2020-10-02 10:13:34,898 - mmaction - INFO - Epoch [46][2420/2825] lr: 7.500e-04, eta: 1 day, 20:19:06, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8130, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.7349 2020-10-02 10:13:55,687 - mmaction - INFO - Epoch [46][2440/2825] lr: 7.500e-04, eta: 1 day, 20:18:45, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8185, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.7504 2020-10-02 10:14:15,444 - mmaction - INFO - Epoch [46][2460/2825] lr: 7.500e-04, eta: 1 day, 20:18:23, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8190, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.6739 2020-10-02 10:14:36,876 - mmaction - INFO - Epoch [46][2480/2825] lr: 7.500e-04, eta: 1 day, 20:18:03, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8271, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.6757 2020-10-02 10:14:57,116 - mmaction - INFO - Epoch [46][2500/2825] lr: 7.500e-04, eta: 1 day, 20:17:41, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8164, loss_cls: 1.7114, loss: 1.7114, grad_norm: 5.7393 2020-10-02 10:15:17,748 - mmaction - INFO - Epoch [46][2520/2825] lr: 7.500e-04, eta: 1 day, 20:17:20, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8281, loss_cls: 1.6346, loss: 1.6346, grad_norm: 5.5592 2020-10-02 10:15:39,255 - mmaction - INFO - Epoch [46][2540/2825] lr: 7.500e-04, eta: 1 day, 20:17:00, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8169, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.6248 2020-10-02 10:15:58,878 - mmaction - INFO - Epoch [46][2560/2825] lr: 7.500e-04, eta: 1 day, 20:16:38, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6029, top5_acc: 0.8174, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.6941 2020-10-02 10:16:20,317 - mmaction - INFO - Epoch [46][2580/2825] lr: 7.500e-04, eta: 1 day, 20:16:18, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8328, loss_cls: 1.6454, loss: 1.6454, grad_norm: 5.6919 2020-10-02 10:16:40,271 - mmaction - INFO - Epoch [46][2600/2825] lr: 7.500e-04, eta: 1 day, 20:15:56, time: 0.998, data_time: 0.003, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8195, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.5487 2020-10-02 10:17:00,952 - mmaction - INFO - Epoch [46][2620/2825] lr: 7.500e-04, eta: 1 day, 20:15:35, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8206, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.6775 2020-10-02 10:17:21,527 - mmaction - INFO - Epoch [46][2640/2825] lr: 7.500e-04, eta: 1 day, 20:15:13, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.5341 2020-10-02 10:17:42,277 - mmaction - INFO - Epoch [46][2660/2825] lr: 7.500e-04, eta: 1 day, 20:14:52, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8198, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.6297 2020-10-02 10:18:03,437 - mmaction - INFO - Epoch [46][2680/2825] lr: 7.500e-04, eta: 1 day, 20:14:32, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8143, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.6147 2020-10-02 10:18:24,058 - mmaction - INFO - Epoch [46][2700/2825] lr: 7.500e-04, eta: 1 day, 20:14:11, time: 1.030, data_time: 0.123, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8185, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.6827 2020-10-02 10:18:44,230 - mmaction - INFO - Epoch [46][2720/2825] lr: 7.500e-04, eta: 1 day, 20:13:49, time: 1.009, data_time: 0.080, memory: 8353, top1_acc: 0.5919, top5_acc: 0.8052, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.7030 2020-10-02 10:19:04,711 - mmaction - INFO - Epoch [46][2740/2825] lr: 7.500e-04, eta: 1 day, 20:13:28, time: 1.025, data_time: 0.068, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8190, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.6833 2020-10-02 10:19:26,128 - mmaction - INFO - Epoch [46][2760/2825] lr: 7.500e-04, eta: 1 day, 20:13:07, time: 1.070, data_time: 0.024, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8216, loss_cls: 1.6906, loss: 1.6906, grad_norm: 5.7528 2020-10-02 10:19:47,378 - mmaction - INFO - Epoch [46][2780/2825] lr: 7.500e-04, eta: 1 day, 20:12:47, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8135, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.6308 2020-10-02 10:20:07,513 - mmaction - INFO - Epoch [46][2800/2825] lr: 7.500e-04, eta: 1 day, 20:12:25, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8159, loss_cls: 1.6702, loss: 1.6702, grad_norm: 5.6425 2020-10-02 10:20:29,368 - mmaction - INFO - Epoch [46][2820/2825] lr: 7.500e-04, eta: 1 day, 20:12:06, time: 1.094, data_time: 0.003, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8263, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.5992 2020-10-02 10:20:35,573 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-10-02 10:21:24,405 - mmaction - INFO - Epoch [47][20/2825] lr: 7.500e-04, eta: 1 day, 20:12:05, time: 2.397, data_time: 1.612, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8372, loss_cls: 1.5945, loss: 1.5945, grad_norm: 5.4983 2020-10-02 10:21:45,275 - mmaction - INFO - Epoch [47][40/2825] lr: 7.500e-04, eta: 1 day, 20:11:44, time: 1.043, data_time: 0.015, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8255, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.6367 2020-10-02 10:22:05,751 - mmaction - INFO - Epoch [47][60/2825] lr: 7.500e-04, eta: 1 day, 20:11:23, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8349, loss_cls: 1.6042, loss: 1.6042, grad_norm: 5.5078 2020-10-02 10:22:26,610 - mmaction - INFO - Epoch [47][80/2825] lr: 7.500e-04, eta: 1 day, 20:11:02, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8292, loss_cls: 1.6193, loss: 1.6193, grad_norm: 5.5148 2020-10-02 10:22:48,392 - mmaction - INFO - Epoch [47][100/2825] lr: 7.500e-04, eta: 1 day, 20:10:42, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8224, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.6501 2020-10-02 10:23:09,570 - mmaction - INFO - Epoch [47][120/2825] lr: 7.500e-04, eta: 1 day, 20:10:22, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8237, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.6278 2020-10-02 10:23:29,621 - mmaction - INFO - Epoch [47][140/2825] lr: 7.500e-04, eta: 1 day, 20:10:00, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.5983 2020-10-02 10:23:51,026 - mmaction - INFO - Epoch [47][160/2825] lr: 7.500e-04, eta: 1 day, 20:09:40, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.5956, top5_acc: 0.8195, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.6905 2020-10-02 10:24:11,497 - mmaction - INFO - Epoch [47][180/2825] lr: 7.500e-04, eta: 1 day, 20:09:19, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8299, loss_cls: 1.6205, loss: 1.6205, grad_norm: 5.4972 2020-10-02 10:24:31,667 - mmaction - INFO - Epoch [47][200/2825] lr: 7.500e-04, eta: 1 day, 20:08:57, time: 1.008, data_time: 0.007, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8250, loss_cls: 1.6230, loss: 1.6230, grad_norm: 5.6136 2020-10-02 10:24:52,911 - mmaction - INFO - Epoch [47][220/2825] lr: 7.500e-04, eta: 1 day, 20:08:36, time: 1.062, data_time: 0.012, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8159, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.6718 2020-10-02 10:25:13,243 - mmaction - INFO - Epoch [47][240/2825] lr: 7.500e-04, eta: 1 day, 20:08:15, time: 1.017, data_time: 0.016, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8323, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.6236 2020-10-02 10:25:34,805 - mmaction - INFO - Epoch [47][260/2825] lr: 7.500e-04, eta: 1 day, 20:07:55, time: 1.077, data_time: 0.018, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8237, loss_cls: 1.6403, loss: 1.6403, grad_norm: 5.6136 2020-10-02 10:25:55,504 - mmaction - INFO - Epoch [47][280/2825] lr: 7.500e-04, eta: 1 day, 20:07:34, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8258, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.6661 2020-10-02 10:26:15,847 - mmaction - INFO - Epoch [47][300/2825] lr: 7.500e-04, eta: 1 day, 20:07:12, time: 1.018, data_time: 0.029, memory: 8353, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.8095 2020-10-02 10:26:37,758 - mmaction - INFO - Epoch [47][320/2825] lr: 7.500e-04, eta: 1 day, 20:06:53, time: 1.096, data_time: 0.125, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8138, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.6206 2020-10-02 10:26:56,992 - mmaction - INFO - Epoch [47][340/2825] lr: 7.500e-04, eta: 1 day, 20:06:30, time: 0.962, data_time: 0.013, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6771, loss: 1.6771, grad_norm: 5.6922 2020-10-02 10:27:17,626 - mmaction - INFO - Epoch [47][360/2825] lr: 7.500e-04, eta: 1 day, 20:06:09, time: 1.032, data_time: 0.087, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8187, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.6570 2020-10-02 10:27:38,617 - mmaction - INFO - Epoch [47][380/2825] lr: 7.500e-04, eta: 1 day, 20:05:48, time: 1.049, data_time: 0.326, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8315, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.5837 2020-10-02 10:27:59,003 - mmaction - INFO - Epoch [47][400/2825] lr: 7.500e-04, eta: 1 day, 20:05:27, time: 1.019, data_time: 0.055, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8143, loss_cls: 1.7045, loss: 1.7045, grad_norm: 5.7725 2020-10-02 10:28:20,861 - mmaction - INFO - Epoch [47][420/2825] lr: 7.500e-04, eta: 1 day, 20:05:07, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6399, loss: 1.6399, grad_norm: 5.7479 2020-10-02 10:28:42,166 - mmaction - INFO - Epoch [47][440/2825] lr: 7.500e-04, eta: 1 day, 20:04:47, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8237, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.7371 2020-10-02 10:29:01,855 - mmaction - INFO - Epoch [47][460/2825] lr: 7.500e-04, eta: 1 day, 20:04:24, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8146, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.7665 2020-10-02 10:29:22,822 - mmaction - INFO - Epoch [47][480/2825] lr: 7.500e-04, eta: 1 day, 20:04:04, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8206, loss_cls: 1.6745, loss: 1.6745, grad_norm: 5.7438 2020-10-02 10:29:43,928 - mmaction - INFO - Epoch [47][500/2825] lr: 7.500e-04, eta: 1 day, 20:03:43, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8263, loss_cls: 1.6307, loss: 1.6307, grad_norm: 5.7032 2020-10-02 10:30:03,849 - mmaction - INFO - Epoch [47][520/2825] lr: 7.500e-04, eta: 1 day, 20:03:21, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.5995, top5_acc: 0.8182, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.8247 2020-10-02 10:30:26,086 - mmaction - INFO - Epoch [47][540/2825] lr: 7.500e-04, eta: 1 day, 20:03:02, time: 1.113, data_time: 0.004, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8143, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.6833 2020-10-02 10:30:47,425 - mmaction - INFO - Epoch [47][560/2825] lr: 7.500e-04, eta: 1 day, 20:02:42, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8174, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.6064 2020-10-02 10:31:07,961 - mmaction - INFO - Epoch [47][580/2825] lr: 7.500e-04, eta: 1 day, 20:02:20, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8271, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.6658 2020-10-02 10:31:29,726 - mmaction - INFO - Epoch [47][600/2825] lr: 7.500e-04, eta: 1 day, 20:02:00, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8206, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.6912 2020-10-02 10:31:48,915 - mmaction - INFO - Epoch [47][620/2825] lr: 7.500e-04, eta: 1 day, 20:01:38, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8237, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.6117 2020-10-02 10:32:09,673 - mmaction - INFO - Epoch [47][640/2825] lr: 7.500e-04, eta: 1 day, 20:01:17, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8245, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.4699 2020-10-02 10:32:30,117 - mmaction - INFO - Epoch [47][660/2825] lr: 7.500e-04, eta: 1 day, 20:00:55, time: 1.023, data_time: 0.319, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8190, loss_cls: 1.6485, loss: 1.6485, grad_norm: 5.6672 2020-10-02 10:32:51,509 - mmaction - INFO - Epoch [47][680/2825] lr: 7.500e-04, eta: 1 day, 20:00:35, time: 1.069, data_time: 0.299, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8253, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.6332 2020-10-02 10:33:11,035 - mmaction - INFO - Epoch [47][700/2825] lr: 7.500e-04, eta: 1 day, 20:00:13, time: 0.976, data_time: 0.331, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8263, loss_cls: 1.6323, loss: 1.6323, grad_norm: 5.5259 2020-10-02 10:33:32,254 - mmaction - INFO - Epoch [47][720/2825] lr: 7.500e-04, eta: 1 day, 19:59:52, time: 1.061, data_time: 0.228, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8182, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.7355 2020-10-02 10:33:53,241 - mmaction - INFO - Epoch [47][740/2825] lr: 7.500e-04, eta: 1 day, 19:59:31, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8185, loss_cls: 1.6743, loss: 1.6743, grad_norm: 5.7078 2020-10-02 10:34:13,327 - mmaction - INFO - Epoch [47][760/2825] lr: 7.500e-04, eta: 1 day, 19:59:10, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8201, loss_cls: 1.6339, loss: 1.6339, grad_norm: 5.5681 2020-10-02 10:34:33,516 - mmaction - INFO - Epoch [47][780/2825] lr: 7.500e-04, eta: 1 day, 19:58:48, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8135, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.6083 2020-10-02 10:34:54,717 - mmaction - INFO - Epoch [47][800/2825] lr: 7.500e-04, eta: 1 day, 19:58:28, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8198, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.5649 2020-10-02 10:35:15,719 - mmaction - INFO - Epoch [47][820/2825] lr: 7.500e-04, eta: 1 day, 19:58:07, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8201, loss_cls: 1.6755, loss: 1.6755, grad_norm: 5.5955 2020-10-02 10:35:35,920 - mmaction - INFO - Epoch [47][840/2825] lr: 7.500e-04, eta: 1 day, 19:57:45, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8229, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.4877 2020-10-02 10:35:56,241 - mmaction - INFO - Epoch [47][860/2825] lr: 7.500e-04, eta: 1 day, 19:57:24, time: 1.016, data_time: 0.003, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8057, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.6475 2020-10-02 10:36:17,227 - mmaction - INFO - Epoch [47][880/2825] lr: 7.500e-04, eta: 1 day, 19:57:03, time: 1.050, data_time: 0.019, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8182, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.6645 2020-10-02 10:36:37,663 - mmaction - INFO - Epoch [47][900/2825] lr: 7.500e-04, eta: 1 day, 19:56:42, time: 1.021, data_time: 0.006, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8221, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.5599 2020-10-02 10:36:59,684 - mmaction - INFO - Epoch [47][920/2825] lr: 7.500e-04, eta: 1 day, 19:56:22, time: 1.101, data_time: 0.113, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8164, loss_cls: 1.6946, loss: 1.6946, grad_norm: 5.6617 2020-10-02 10:37:18,774 - mmaction - INFO - Epoch [47][940/2825] lr: 7.500e-04, eta: 1 day, 19:55:59, time: 0.955, data_time: 0.004, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6684, loss: 1.6684, grad_norm: 5.6174 2020-10-02 10:37:39,457 - mmaction - INFO - Epoch [47][960/2825] lr: 7.500e-04, eta: 1 day, 19:55:38, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8266, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.5366 2020-10-02 10:38:00,212 - mmaction - INFO - Epoch [47][980/2825] lr: 7.500e-04, eta: 1 day, 19:55:17, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8182, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.6843 2020-10-02 10:38:21,319 - mmaction - INFO - Epoch [47][1000/2825] lr: 7.500e-04, eta: 1 day, 19:54:57, time: 1.056, data_time: 0.015, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8190, loss_cls: 1.6855, loss: 1.6855, grad_norm: 5.6920 2020-10-02 10:38:41,794 - mmaction - INFO - Epoch [47][1020/2825] lr: 7.500e-04, eta: 1 day, 19:54:35, time: 1.023, data_time: 0.373, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.6995 2020-10-02 10:39:02,574 - mmaction - INFO - Epoch [47][1040/2825] lr: 7.500e-04, eta: 1 day, 19:54:14, time: 1.040, data_time: 0.384, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8208, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.7463 2020-10-02 10:39:22,415 - mmaction - INFO - Epoch [47][1060/2825] lr: 7.500e-04, eta: 1 day, 19:53:52, time: 0.992, data_time: 0.352, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8216, loss_cls: 1.6335, loss: 1.6335, grad_norm: 5.6636 2020-10-02 10:39:43,165 - mmaction - INFO - Epoch [47][1080/2825] lr: 7.500e-04, eta: 1 day, 19:53:31, time: 1.037, data_time: 0.422, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8216, loss_cls: 1.6948, loss: 1.6948, grad_norm: 5.8335 2020-10-02 10:40:04,866 - mmaction - INFO - Epoch [47][1100/2825] lr: 7.500e-04, eta: 1 day, 19:53:11, time: 1.085, data_time: 0.412, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8133, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.7405 2020-10-02 10:40:24,999 - mmaction - INFO - Epoch [47][1120/2825] lr: 7.500e-04, eta: 1 day, 19:52:50, time: 1.006, data_time: 0.373, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8193, loss_cls: 1.6747, loss: 1.6747, grad_norm: 5.6303 2020-10-02 10:40:46,024 - mmaction - INFO - Epoch [47][1140/2825] lr: 7.500e-04, eta: 1 day, 19:52:29, time: 1.051, data_time: 0.304, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.6460 2020-10-02 10:41:06,386 - mmaction - INFO - Epoch [47][1160/2825] lr: 7.500e-04, eta: 1 day, 19:52:08, time: 1.019, data_time: 0.073, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8195, loss_cls: 1.6478, loss: 1.6478, grad_norm: 5.6160 2020-10-02 10:41:27,135 - mmaction - INFO - Epoch [47][1180/2825] lr: 7.500e-04, eta: 1 day, 19:51:47, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8362, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.5819 2020-10-02 10:41:47,182 - mmaction - INFO - Epoch [47][1200/2825] lr: 7.500e-04, eta: 1 day, 19:51:25, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8203, loss_cls: 1.6928, loss: 1.6928, grad_norm: 5.7088 2020-10-02 10:42:08,613 - mmaction - INFO - Epoch [47][1220/2825] lr: 7.500e-04, eta: 1 day, 19:51:05, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8294, loss_cls: 1.6309, loss: 1.6309, grad_norm: 5.6650 2020-10-02 10:42:29,168 - mmaction - INFO - Epoch [47][1240/2825] lr: 7.500e-04, eta: 1 day, 19:50:43, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8247, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.6574 2020-10-02 10:42:49,344 - mmaction - INFO - Epoch [47][1260/2825] lr: 7.500e-04, eta: 1 day, 19:50:22, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8104, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.6773 2020-10-02 10:43:10,727 - mmaction - INFO - Epoch [47][1280/2825] lr: 7.500e-04, eta: 1 day, 19:50:01, time: 1.071, data_time: 0.003, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8284, loss_cls: 1.6138, loss: 1.6138, grad_norm: 5.5564 2020-10-02 10:43:31,182 - mmaction - INFO - Epoch [47][1300/2825] lr: 7.500e-04, eta: 1 day, 19:49:40, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8159, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.8480 2020-10-02 10:43:51,975 - mmaction - INFO - Epoch [47][1320/2825] lr: 7.500e-04, eta: 1 day, 19:49:19, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.5997, top5_acc: 0.8208, loss_cls: 1.6863, loss: 1.6863, grad_norm: 5.8097 2020-10-02 10:44:13,413 - mmaction - INFO - Epoch [47][1340/2825] lr: 7.500e-04, eta: 1 day, 19:48:59, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8112, loss_cls: 1.7045, loss: 1.7045, grad_norm: 5.6210 2020-10-02 10:44:33,743 - mmaction - INFO - Epoch [47][1360/2825] lr: 7.500e-04, eta: 1 day, 19:48:37, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8130, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.7156 2020-10-02 10:44:53,537 - mmaction - INFO - Epoch [47][1380/2825] lr: 7.500e-04, eta: 1 day, 19:48:15, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.5964, top5_acc: 0.8130, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.7219 2020-10-02 10:45:14,629 - mmaction - INFO - Epoch [47][1400/2825] lr: 7.500e-04, eta: 1 day, 19:47:55, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6062, top5_acc: 0.8167, loss_cls: 1.6993, loss: 1.6993, grad_norm: 5.7366 2020-10-02 10:45:34,808 - mmaction - INFO - Epoch [47][1420/2825] lr: 7.500e-04, eta: 1 day, 19:47:33, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.6301 2020-10-02 10:45:56,726 - mmaction - INFO - Epoch [47][1440/2825] lr: 7.500e-04, eta: 1 day, 19:47:13, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6005, top5_acc: 0.8096, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.6305 2020-10-02 10:46:17,488 - mmaction - INFO - Epoch [47][1460/2825] lr: 7.500e-04, eta: 1 day, 19:46:52, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8182, loss_cls: 1.6861, loss: 1.6861, grad_norm: 5.6800 2020-10-02 10:46:36,678 - mmaction - INFO - Epoch [47][1480/2825] lr: 7.500e-04, eta: 1 day, 19:46:30, time: 0.958, data_time: 0.001, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8180, loss_cls: 1.6453, loss: 1.6453, grad_norm: 5.6283 2020-10-02 10:46:58,945 - mmaction - INFO - Epoch [47][1500/2825] lr: 7.500e-04, eta: 1 day, 19:46:10, time: 1.115, data_time: 0.003, memory: 8353, top1_acc: 0.5977, top5_acc: 0.8240, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.6678 2020-10-02 10:47:18,137 - mmaction - INFO - Epoch [47][1520/2825] lr: 7.500e-04, eta: 1 day, 19:45:48, time: 0.958, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8167, loss_cls: 1.6416, loss: 1.6416, grad_norm: 5.6309 2020-10-02 10:47:38,961 - mmaction - INFO - Epoch [47][1540/2825] lr: 7.500e-04, eta: 1 day, 19:45:27, time: 1.042, data_time: 0.127, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8159, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.7156 2020-10-02 10:47:59,706 - mmaction - INFO - Epoch [47][1560/2825] lr: 7.500e-04, eta: 1 day, 19:45:06, time: 1.038, data_time: 0.205, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8271, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.6591 2020-10-02 10:48:20,493 - mmaction - INFO - Epoch [47][1580/2825] lr: 7.500e-04, eta: 1 day, 19:44:45, time: 1.039, data_time: 0.291, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.6820, loss: 1.6820, grad_norm: 5.7210 2020-10-02 10:48:41,221 - mmaction - INFO - Epoch [47][1600/2825] lr: 7.500e-04, eta: 1 day, 19:44:24, time: 1.037, data_time: 0.305, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8268, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.5455 2020-10-02 10:49:02,900 - mmaction - INFO - Epoch [47][1620/2825] lr: 7.500e-04, eta: 1 day, 19:44:04, time: 1.084, data_time: 0.061, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.6120 2020-10-02 10:49:23,314 - mmaction - INFO - Epoch [47][1640/2825] lr: 7.500e-04, eta: 1 day, 19:43:42, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8279, loss_cls: 1.6071, loss: 1.6071, grad_norm: 5.5277 2020-10-02 10:49:43,232 - mmaction - INFO - Epoch [47][1660/2825] lr: 7.500e-04, eta: 1 day, 19:43:20, time: 0.996, data_time: 0.004, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8240, loss_cls: 1.6756, loss: 1.6756, grad_norm: 5.6913 2020-10-02 10:50:05,335 - mmaction - INFO - Epoch [47][1680/2825] lr: 7.500e-04, eta: 1 day, 19:43:01, time: 1.105, data_time: 0.007, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8229, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.7113 2020-10-02 10:50:26,431 - mmaction - INFO - Epoch [47][1700/2825] lr: 7.500e-04, eta: 1 day, 19:42:40, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8190, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.6448 2020-10-02 10:50:45,660 - mmaction - INFO - Epoch [47][1720/2825] lr: 7.500e-04, eta: 1 day, 19:42:18, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8310, loss_cls: 1.6308, loss: 1.6308, grad_norm: 5.6693 2020-10-02 10:51:07,659 - mmaction - INFO - Epoch [47][1740/2825] lr: 7.500e-04, eta: 1 day, 19:41:58, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8130, loss_cls: 1.6955, loss: 1.6955, grad_norm: 5.7095 2020-10-02 10:51:28,995 - mmaction - INFO - Epoch [47][1760/2825] lr: 7.500e-04, eta: 1 day, 19:41:38, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8156, loss_cls: 1.6979, loss: 1.6979, grad_norm: 5.6745 2020-10-02 10:51:48,475 - mmaction - INFO - Epoch [47][1780/2825] lr: 7.500e-04, eta: 1 day, 19:41:15, time: 0.973, data_time: 0.001, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8198, loss_cls: 1.6731, loss: 1.6731, grad_norm: 5.7616 2020-10-02 10:52:09,371 - mmaction - INFO - Epoch [47][1800/2825] lr: 7.500e-04, eta: 1 day, 19:40:55, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.6267, loss: 1.6267, grad_norm: 5.6154 2020-10-02 10:52:31,912 - mmaction - INFO - Epoch [47][1820/2825] lr: 7.500e-04, eta: 1 day, 19:40:36, time: 1.127, data_time: 0.002, memory: 8353, top1_acc: 0.6062, top5_acc: 0.8206, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.6801 2020-10-02 10:52:52,087 - mmaction - INFO - Epoch [47][1840/2825] lr: 7.500e-04, eta: 1 day, 19:40:14, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8240, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.7802 2020-10-02 10:53:12,652 - mmaction - INFO - Epoch [47][1860/2825] lr: 7.500e-04, eta: 1 day, 19:39:53, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.6581 2020-10-02 10:53:33,305 - mmaction - INFO - Epoch [47][1880/2825] lr: 7.500e-04, eta: 1 day, 19:39:32, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8203, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.8245 2020-10-02 10:53:53,366 - mmaction - INFO - Epoch [47][1900/2825] lr: 7.500e-04, eta: 1 day, 19:39:10, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8086, loss_cls: 1.7292, loss: 1.7292, grad_norm: 5.7209 2020-10-02 10:54:14,639 - mmaction - INFO - Epoch [47][1920/2825] lr: 7.500e-04, eta: 1 day, 19:38:49, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8245, loss_cls: 1.6666, loss: 1.6666, grad_norm: 5.7183 2020-10-02 10:54:35,786 - mmaction - INFO - Epoch [47][1940/2825] lr: 7.500e-04, eta: 1 day, 19:38:29, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8151, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.7819 2020-10-02 10:54:55,788 - mmaction - INFO - Epoch [47][1960/2825] lr: 7.500e-04, eta: 1 day, 19:38:07, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8302, loss_cls: 1.6282, loss: 1.6282, grad_norm: 5.7381 2020-10-02 10:55:16,111 - mmaction - INFO - Epoch [47][1980/2825] lr: 7.500e-04, eta: 1 day, 19:37:46, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8221, loss_cls: 1.6550, loss: 1.6550, grad_norm: 5.7646 2020-10-02 10:55:37,807 - mmaction - INFO - Epoch [47][2000/2825] lr: 7.500e-04, eta: 1 day, 19:37:26, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.6731 2020-10-02 10:55:58,593 - mmaction - INFO - Epoch [47][2020/2825] lr: 7.500e-04, eta: 1 day, 19:37:05, time: 1.040, data_time: 0.086, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8268, loss_cls: 1.6432, loss: 1.6432, grad_norm: 5.7331 2020-10-02 10:56:18,357 - mmaction - INFO - Epoch [47][2040/2825] lr: 7.500e-04, eta: 1 day, 19:36:43, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8352, loss_cls: 1.5956, loss: 1.5956, grad_norm: 5.5027 2020-10-02 10:56:39,447 - mmaction - INFO - Epoch [47][2060/2825] lr: 7.500e-04, eta: 1 day, 19:36:22, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8328, loss_cls: 1.5856, loss: 1.5856, grad_norm: 5.5203 2020-10-02 10:57:00,234 - mmaction - INFO - Epoch [47][2080/2825] lr: 7.500e-04, eta: 1 day, 19:36:01, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8318, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.6920 2020-10-02 10:57:21,160 - mmaction - INFO - Epoch [47][2100/2825] lr: 7.500e-04, eta: 1 day, 19:35:40, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8299, loss_cls: 1.6323, loss: 1.6323, grad_norm: 5.5965 2020-10-02 10:57:41,165 - mmaction - INFO - Epoch [47][2120/2825] lr: 7.500e-04, eta: 1 day, 19:35:18, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8247, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.6526 2020-10-02 10:58:01,215 - mmaction - INFO - Epoch [47][2140/2825] lr: 7.500e-04, eta: 1 day, 19:34:57, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8167, loss_cls: 1.7027, loss: 1.7027, grad_norm: 5.7704 2020-10-02 10:58:21,877 - mmaction - INFO - Epoch [47][2160/2825] lr: 7.500e-04, eta: 1 day, 19:34:36, time: 1.033, data_time: 0.016, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8193, loss_cls: 1.6673, loss: 1.6673, grad_norm: 5.7565 2020-10-02 10:58:42,639 - mmaction - INFO - Epoch [47][2180/2825] lr: 7.500e-04, eta: 1 day, 19:34:15, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8135, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.6618 2020-10-02 10:59:03,221 - mmaction - INFO - Epoch [47][2200/2825] lr: 7.500e-04, eta: 1 day, 19:33:53, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8107, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.7097 2020-10-02 10:59:23,649 - mmaction - INFO - Epoch [47][2220/2825] lr: 7.500e-04, eta: 1 day, 19:33:32, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8187, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.7095 2020-10-02 10:59:44,816 - mmaction - INFO - Epoch [47][2240/2825] lr: 7.500e-04, eta: 1 day, 19:33:12, time: 1.059, data_time: 0.036, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8180, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.7040 2020-10-02 11:00:06,300 - mmaction - INFO - Epoch [47][2260/2825] lr: 7.500e-04, eta: 1 day, 19:32:51, time: 1.073, data_time: 0.088, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8185, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.6300 2020-10-02 11:00:28,394 - mmaction - INFO - Epoch [47][2280/2825] lr: 7.500e-04, eta: 1 day, 19:32:32, time: 1.106, data_time: 0.155, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8227, loss_cls: 1.6582, loss: 1.6582, grad_norm: 5.7062 2020-10-02 11:00:49,422 - mmaction - INFO - Epoch [47][2300/2825] lr: 7.500e-04, eta: 1 day, 19:32:11, time: 1.052, data_time: 0.123, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8250, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.6570 2020-10-02 11:01:09,976 - mmaction - INFO - Epoch [47][2320/2825] lr: 7.500e-04, eta: 1 day, 19:31:50, time: 1.027, data_time: 0.024, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8177, loss_cls: 1.6818, loss: 1.6818, grad_norm: 5.6109 2020-10-02 11:01:30,658 - mmaction - INFO - Epoch [47][2340/2825] lr: 7.500e-04, eta: 1 day, 19:31:29, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8221, loss_cls: 1.6633, loss: 1.6633, grad_norm: 5.6195 2020-10-02 11:01:50,943 - mmaction - INFO - Epoch [47][2360/2825] lr: 7.500e-04, eta: 1 day, 19:31:07, time: 1.015, data_time: 0.041, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8203, loss_cls: 1.6959, loss: 1.6959, grad_norm: 5.7519 2020-10-02 11:02:11,256 - mmaction - INFO - Epoch [47][2380/2825] lr: 7.500e-04, eta: 1 day, 19:30:46, time: 1.016, data_time: 0.020, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8185, loss_cls: 1.6691, loss: 1.6691, grad_norm: 5.6767 2020-10-02 11:02:32,645 - mmaction - INFO - Epoch [47][2400/2825] lr: 7.500e-04, eta: 1 day, 19:30:26, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8135, loss_cls: 1.6859, loss: 1.6859, grad_norm: 5.7301 2020-10-02 11:02:52,666 - mmaction - INFO - Epoch [47][2420/2825] lr: 7.500e-04, eta: 1 day, 19:30:04, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8201, loss_cls: 1.6198, loss: 1.6198, grad_norm: 5.7312 2020-10-02 11:03:13,405 - mmaction - INFO - Epoch [47][2440/2825] lr: 7.500e-04, eta: 1 day, 19:29:43, time: 1.036, data_time: 0.009, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8232, loss_cls: 1.6408, loss: 1.6408, grad_norm: 5.6610 2020-10-02 11:03:34,139 - mmaction - INFO - Epoch [47][2460/2825] lr: 7.500e-04, eta: 1 day, 19:29:22, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8216, loss_cls: 1.6713, loss: 1.6713, grad_norm: 5.6543 2020-10-02 11:03:55,697 - mmaction - INFO - Epoch [47][2480/2825] lr: 7.500e-04, eta: 1 day, 19:29:02, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8201, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.5874 2020-10-02 11:04:15,452 - mmaction - INFO - Epoch [47][2500/2825] lr: 7.500e-04, eta: 1 day, 19:28:40, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8253, loss_cls: 1.6152, loss: 1.6152, grad_norm: 5.7110 2020-10-02 11:04:36,986 - mmaction - INFO - Epoch [47][2520/2825] lr: 7.500e-04, eta: 1 day, 19:28:20, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8242, loss_cls: 1.6818, loss: 1.6818, grad_norm: 5.9169 2020-10-02 11:04:57,082 - mmaction - INFO - Epoch [47][2540/2825] lr: 7.500e-04, eta: 1 day, 19:27:58, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8224, loss_cls: 1.6604, loss: 1.6604, grad_norm: 5.7374 2020-10-02 11:05:18,422 - mmaction - INFO - Epoch [47][2560/2825] lr: 7.500e-04, eta: 1 day, 19:27:37, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8234, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.6738 2020-10-02 11:05:39,600 - mmaction - INFO - Epoch [47][2580/2825] lr: 7.500e-04, eta: 1 day, 19:27:17, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8266, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.7229 2020-10-02 11:05:59,106 - mmaction - INFO - Epoch [47][2600/2825] lr: 7.500e-04, eta: 1 day, 19:26:55, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8203, loss_cls: 1.6608, loss: 1.6608, grad_norm: 5.6664 2020-10-02 11:06:20,382 - mmaction - INFO - Epoch [47][2620/2825] lr: 7.500e-04, eta: 1 day, 19:26:34, time: 1.065, data_time: 0.004, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8250, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.6994 2020-10-02 11:06:42,536 - mmaction - INFO - Epoch [47][2640/2825] lr: 7.500e-04, eta: 1 day, 19:26:15, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8206, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.7686 2020-10-02 11:07:03,256 - mmaction - INFO - Epoch [47][2660/2825] lr: 7.500e-04, eta: 1 day, 19:25:54, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8185, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.7817 2020-10-02 11:07:23,262 - mmaction - INFO - Epoch [47][2680/2825] lr: 7.500e-04, eta: 1 day, 19:25:32, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8198, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.5973 2020-10-02 11:07:44,255 - mmaction - INFO - Epoch [47][2700/2825] lr: 7.500e-04, eta: 1 day, 19:25:11, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8185, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.5780 2020-10-02 11:08:05,067 - mmaction - INFO - Epoch [47][2720/2825] lr: 7.500e-04, eta: 1 day, 19:24:50, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8185, loss_cls: 1.6731, loss: 1.6731, grad_norm: 5.8115 2020-10-02 11:08:25,645 - mmaction - INFO - Epoch [47][2740/2825] lr: 7.500e-04, eta: 1 day, 19:24:29, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8310, loss_cls: 1.6107, loss: 1.6107, grad_norm: 5.6880 2020-10-02 11:08:46,022 - mmaction - INFO - Epoch [47][2760/2825] lr: 7.500e-04, eta: 1 day, 19:24:08, time: 1.019, data_time: 0.016, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8224, loss_cls: 1.6395, loss: 1.6395, grad_norm: 5.6787 2020-10-02 11:09:07,328 - mmaction - INFO - Epoch [47][2780/2825] lr: 7.500e-04, eta: 1 day, 19:23:47, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8258, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.7291 2020-10-02 11:09:27,661 - mmaction - INFO - Epoch [47][2800/2825] lr: 7.500e-04, eta: 1 day, 19:23:26, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8190, loss_cls: 1.7186, loss: 1.7186, grad_norm: 5.8999 2020-10-02 11:09:48,303 - mmaction - INFO - Epoch [47][2820/2825] lr: 7.500e-04, eta: 1 day, 19:23:05, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8339, loss_cls: 1.5753, loss: 1.5753, grad_norm: 5.5447 2020-10-02 11:09:54,468 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-10-02 11:10:43,015 - mmaction - INFO - Epoch [48][20/2825] lr: 7.500e-04, eta: 1 day, 19:23:03, time: 2.383, data_time: 1.176, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8117, loss_cls: 1.6819, loss: 1.6819, grad_norm: 5.6617 2020-10-02 11:11:04,512 - mmaction - INFO - Epoch [48][40/2825] lr: 7.500e-04, eta: 1 day, 19:22:43, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8198, loss_cls: 1.6668, loss: 1.6668, grad_norm: 5.7069 2020-10-02 11:11:23,502 - mmaction - INFO - Epoch [48][60/2825] lr: 7.500e-04, eta: 1 day, 19:22:20, time: 0.949, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8156, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.7589 2020-10-02 11:11:44,753 - mmaction - INFO - Epoch [48][80/2825] lr: 7.500e-04, eta: 1 day, 19:21:59, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8271, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.7240 2020-10-02 11:12:05,601 - mmaction - INFO - Epoch [48][100/2825] lr: 7.500e-04, eta: 1 day, 19:21:39, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8187, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.6885 2020-10-02 11:12:26,657 - mmaction - INFO - Epoch [48][120/2825] lr: 7.500e-04, eta: 1 day, 19:21:18, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8279, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.6880 2020-10-02 11:12:47,660 - mmaction - INFO - Epoch [48][140/2825] lr: 7.500e-04, eta: 1 day, 19:20:57, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8229, loss_cls: 1.6304, loss: 1.6304, grad_norm: 5.6682 2020-10-02 11:13:08,369 - mmaction - INFO - Epoch [48][160/2825] lr: 7.500e-04, eta: 1 day, 19:20:36, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.6318, loss: 1.6318, grad_norm: 5.7212 2020-10-02 11:13:29,447 - mmaction - INFO - Epoch [48][180/2825] lr: 7.500e-04, eta: 1 day, 19:20:16, time: 1.054, data_time: 0.004, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8039, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.7247 2020-10-02 11:13:49,899 - mmaction - INFO - Epoch [48][200/2825] lr: 7.500e-04, eta: 1 day, 19:19:54, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.7067 2020-10-02 11:14:11,229 - mmaction - INFO - Epoch [48][220/2825] lr: 7.500e-04, eta: 1 day, 19:19:34, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.5992, top5_acc: 0.8177, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.8397 2020-10-02 11:14:32,390 - mmaction - INFO - Epoch [48][240/2825] lr: 7.500e-04, eta: 1 day, 19:19:13, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8167, loss_cls: 1.6629, loss: 1.6629, grad_norm: 5.7044 2020-10-02 11:14:52,139 - mmaction - INFO - Epoch [48][260/2825] lr: 7.500e-04, eta: 1 day, 19:18:51, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.7725 2020-10-02 11:15:12,736 - mmaction - INFO - Epoch [48][280/2825] lr: 7.500e-04, eta: 1 day, 19:18:30, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8240, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.7018 2020-10-02 11:15:33,612 - mmaction - INFO - Epoch [48][300/2825] lr: 7.500e-04, eta: 1 day, 19:18:09, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8279, loss_cls: 1.6555, loss: 1.6555, grad_norm: 5.7063 2020-10-02 11:15:54,732 - mmaction - INFO - Epoch [48][320/2825] lr: 7.500e-04, eta: 1 day, 19:17:49, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6728, loss: 1.6728, grad_norm: 5.8147 2020-10-02 11:16:15,049 - mmaction - INFO - Epoch [48][340/2825] lr: 7.500e-04, eta: 1 day, 19:17:27, time: 1.017, data_time: 0.006, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.7727 2020-10-02 11:16:36,513 - mmaction - INFO - Epoch [48][360/2825] lr: 7.500e-04, eta: 1 day, 19:17:07, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8143, loss_cls: 1.6922, loss: 1.6922, grad_norm: 5.7818 2020-10-02 11:16:56,917 - mmaction - INFO - Epoch [48][380/2825] lr: 7.500e-04, eta: 1 day, 19:16:46, time: 1.018, data_time: 0.006, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8190, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.7255 2020-10-02 11:17:17,316 - mmaction - INFO - Epoch [48][400/2825] lr: 7.500e-04, eta: 1 day, 19:16:24, time: 1.021, data_time: 0.079, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8193, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.6597 2020-10-02 11:17:37,827 - mmaction - INFO - Epoch [48][420/2825] lr: 7.500e-04, eta: 1 day, 19:16:03, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8260, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.6101 2020-10-02 11:17:57,989 - mmaction - INFO - Epoch [48][440/2825] lr: 7.500e-04, eta: 1 day, 19:15:41, time: 1.008, data_time: 0.080, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8190, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.6825 2020-10-02 11:18:19,409 - mmaction - INFO - Epoch [48][460/2825] lr: 7.500e-04, eta: 1 day, 19:15:21, time: 1.069, data_time: 0.190, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8276, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.7101 2020-10-02 11:18:40,260 - mmaction - INFO - Epoch [48][480/2825] lr: 7.500e-04, eta: 1 day, 19:15:00, time: 1.044, data_time: 0.019, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8242, loss_cls: 1.6887, loss: 1.6887, grad_norm: 5.8590 2020-10-02 11:19:00,871 - mmaction - INFO - Epoch [48][500/2825] lr: 7.500e-04, eta: 1 day, 19:14:39, time: 1.030, data_time: 0.167, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8096, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.7329 2020-10-02 11:19:22,339 - mmaction - INFO - Epoch [48][520/2825] lr: 7.500e-04, eta: 1 day, 19:14:19, time: 1.072, data_time: 0.096, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8247, loss_cls: 1.6954, loss: 1.6954, grad_norm: 5.7815 2020-10-02 11:19:42,563 - mmaction - INFO - Epoch [48][540/2825] lr: 7.500e-04, eta: 1 day, 19:13:57, time: 1.012, data_time: 0.105, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8297, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.6488 2020-10-02 11:20:02,956 - mmaction - INFO - Epoch [48][560/2825] lr: 7.500e-04, eta: 1 day, 19:13:36, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8245, loss_cls: 1.6392, loss: 1.6392, grad_norm: 5.6613 2020-10-02 11:20:23,570 - mmaction - INFO - Epoch [48][580/2825] lr: 7.500e-04, eta: 1 day, 19:13:15, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8245, loss_cls: 1.6438, loss: 1.6438, grad_norm: 5.7172 2020-10-02 11:20:44,285 - mmaction - INFO - Epoch [48][600/2825] lr: 7.500e-04, eta: 1 day, 19:12:54, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8344, loss_cls: 1.5869, loss: 1.5869, grad_norm: 5.6445 2020-10-02 11:21:05,002 - mmaction - INFO - Epoch [48][620/2825] lr: 7.500e-04, eta: 1 day, 19:12:33, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8190, loss_cls: 1.6589, loss: 1.6589, grad_norm: 5.6566 2020-10-02 11:21:25,345 - mmaction - INFO - Epoch [48][640/2825] lr: 7.500e-04, eta: 1 day, 19:12:11, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8117, loss_cls: 1.7243, loss: 1.7243, grad_norm: 5.8874 2020-10-02 11:21:46,447 - mmaction - INFO - Epoch [48][660/2825] lr: 7.500e-04, eta: 1 day, 19:11:51, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.7419 2020-10-02 11:22:06,393 - mmaction - INFO - Epoch [48][680/2825] lr: 7.500e-04, eta: 1 day, 19:11:29, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8219, loss_cls: 1.6481, loss: 1.6481, grad_norm: 5.7113 2020-10-02 11:22:27,359 - mmaction - INFO - Epoch [48][700/2825] lr: 7.500e-04, eta: 1 day, 19:11:08, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8271, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.7516 2020-10-02 11:22:47,766 - mmaction - INFO - Epoch [48][720/2825] lr: 7.500e-04, eta: 1 day, 19:10:47, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8240, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.7344 2020-10-02 11:23:07,918 - mmaction - INFO - Epoch [48][740/2825] lr: 7.500e-04, eta: 1 day, 19:10:25, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8260, loss_cls: 1.6615, loss: 1.6615, grad_norm: 5.7689 2020-10-02 11:23:29,169 - mmaction - INFO - Epoch [48][760/2825] lr: 7.500e-04, eta: 1 day, 19:10:04, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6866, loss: 1.6866, grad_norm: 5.7709 2020-10-02 11:23:50,468 - mmaction - INFO - Epoch [48][780/2825] lr: 7.500e-04, eta: 1 day, 19:09:44, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8216, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.7682 2020-10-02 11:24:10,889 - mmaction - INFO - Epoch [48][800/2825] lr: 7.500e-04, eta: 1 day, 19:09:23, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8234, loss_cls: 1.6371, loss: 1.6371, grad_norm: 5.6344 2020-10-02 11:24:32,034 - mmaction - INFO - Epoch [48][820/2825] lr: 7.500e-04, eta: 1 day, 19:09:02, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8260, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.6884 2020-10-02 11:24:51,732 - mmaction - INFO - Epoch [48][840/2825] lr: 7.500e-04, eta: 1 day, 19:08:40, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8299, loss_cls: 1.5924, loss: 1.5924, grad_norm: 5.5764 2020-10-02 11:25:12,764 - mmaction - INFO - Epoch [48][860/2825] lr: 7.500e-04, eta: 1 day, 19:08:19, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8258, loss_cls: 1.6215, loss: 1.6215, grad_norm: 5.7005 2020-10-02 11:25:33,336 - mmaction - INFO - Epoch [48][880/2825] lr: 7.500e-04, eta: 1 day, 19:07:58, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8133, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.8224 2020-10-02 11:25:54,165 - mmaction - INFO - Epoch [48][900/2825] lr: 7.500e-04, eta: 1 day, 19:07:37, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8188, loss_cls: 1.6560, loss: 1.6560, grad_norm: 5.7146 2020-10-02 11:26:13,993 - mmaction - INFO - Epoch [48][920/2825] lr: 7.500e-04, eta: 1 day, 19:07:15, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8273, loss_cls: 1.6443, loss: 1.6443, grad_norm: 5.7774 2020-10-02 11:26:34,746 - mmaction - INFO - Epoch [48][940/2825] lr: 7.500e-04, eta: 1 day, 19:06:54, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8188, loss_cls: 1.6709, loss: 1.6709, grad_norm: 5.6872 2020-10-02 11:26:56,621 - mmaction - INFO - Epoch [48][960/2825] lr: 7.500e-04, eta: 1 day, 19:06:34, time: 1.096, data_time: 0.003, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8297, loss_cls: 1.6026, loss: 1.6026, grad_norm: 5.5983 2020-10-02 11:27:16,301 - mmaction - INFO - Epoch [48][980/2825] lr: 7.500e-04, eta: 1 day, 19:06:12, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8216, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.7626 2020-10-02 11:27:36,546 - mmaction - INFO - Epoch [48][1000/2825] lr: 7.500e-04, eta: 1 day, 19:05:51, time: 1.013, data_time: 0.151, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8214, loss_cls: 1.6260, loss: 1.6260, grad_norm: 5.6868 2020-10-02 11:27:57,834 - mmaction - INFO - Epoch [48][1020/2825] lr: 7.500e-04, eta: 1 day, 19:05:30, time: 1.064, data_time: 0.238, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8208, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.7442 2020-10-02 11:28:20,451 - mmaction - INFO - Epoch [48][1040/2825] lr: 7.500e-04, eta: 1 day, 19:05:11, time: 1.131, data_time: 0.045, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8169, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.7191 2020-10-02 11:28:40,213 - mmaction - INFO - Epoch [48][1060/2825] lr: 7.500e-04, eta: 1 day, 19:04:49, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.6336, loss: 1.6336, grad_norm: 5.6091 2020-10-02 11:29:00,654 - mmaction - INFO - Epoch [48][1080/2825] lr: 7.500e-04, eta: 1 day, 19:04:28, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8190, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.7932 2020-10-02 11:29:22,093 - mmaction - INFO - Epoch [48][1100/2825] lr: 7.500e-04, eta: 1 day, 19:04:08, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8172, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.7839 2020-10-02 11:29:42,168 - mmaction - INFO - Epoch [48][1120/2825] lr: 7.500e-04, eta: 1 day, 19:03:46, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.6239, loss: 1.6239, grad_norm: 5.6984 2020-10-02 11:30:02,208 - mmaction - INFO - Epoch [48][1140/2825] lr: 7.500e-04, eta: 1 day, 19:03:24, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8216, loss_cls: 1.6636, loss: 1.6636, grad_norm: 5.6531 2020-10-02 11:30:24,661 - mmaction - INFO - Epoch [48][1160/2825] lr: 7.500e-04, eta: 1 day, 19:03:05, time: 1.124, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5965, loss: 1.5965, grad_norm: 5.6428 2020-10-02 11:30:44,696 - mmaction - INFO - Epoch [48][1180/2825] lr: 7.500e-04, eta: 1 day, 19:02:43, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8172, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.5611 2020-10-02 11:31:06,087 - mmaction - INFO - Epoch [48][1200/2825] lr: 7.500e-04, eta: 1 day, 19:02:23, time: 1.070, data_time: 0.003, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8260, loss_cls: 1.6181, loss: 1.6181, grad_norm: 5.6673 2020-10-02 11:31:27,083 - mmaction - INFO - Epoch [48][1220/2825] lr: 7.500e-04, eta: 1 day, 19:02:02, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8185, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.9525 2020-10-02 11:31:47,498 - mmaction - INFO - Epoch [48][1240/2825] lr: 7.500e-04, eta: 1 day, 19:01:41, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.5977, top5_acc: 0.8247, loss_cls: 1.6703, loss: 1.6703, grad_norm: 5.8561 2020-10-02 11:32:08,771 - mmaction - INFO - Epoch [48][1260/2825] lr: 7.500e-04, eta: 1 day, 19:01:21, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8255, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.8464 2020-10-02 11:32:29,385 - mmaction - INFO - Epoch [48][1280/2825] lr: 7.500e-04, eta: 1 day, 19:00:59, time: 1.030, data_time: 0.006, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8234, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.7208 2020-10-02 11:32:50,712 - mmaction - INFO - Epoch [48][1300/2825] lr: 7.500e-04, eta: 1 day, 19:00:39, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.5940, top5_acc: 0.8146, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.8482 2020-10-02 11:33:10,957 - mmaction - INFO - Epoch [48][1320/2825] lr: 7.500e-04, eta: 1 day, 19:00:18, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8195, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.6988 2020-10-02 11:33:32,008 - mmaction - INFO - Epoch [48][1340/2825] lr: 7.500e-04, eta: 1 day, 18:59:57, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8294, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.7358 2020-10-02 11:33:53,377 - mmaction - INFO - Epoch [48][1360/2825] lr: 7.500e-04, eta: 1 day, 18:59:37, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8159, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.7735 2020-10-02 11:34:13,763 - mmaction - INFO - Epoch [48][1380/2825] lr: 7.500e-04, eta: 1 day, 18:59:15, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6063, top5_acc: 0.8154, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.8423 2020-10-02 11:34:34,642 - mmaction - INFO - Epoch [48][1400/2825] lr: 7.500e-04, eta: 1 day, 18:58:54, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8281, loss_cls: 1.6492, loss: 1.6492, grad_norm: 5.6896 2020-10-02 11:34:55,499 - mmaction - INFO - Epoch [48][1420/2825] lr: 7.500e-04, eta: 1 day, 18:58:33, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8148, loss_cls: 1.6705, loss: 1.6705, grad_norm: 5.7263 2020-10-02 11:35:15,511 - mmaction - INFO - Epoch [48][1440/2825] lr: 7.500e-04, eta: 1 day, 18:58:12, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6542, loss: 1.6542, grad_norm: 5.7630 2020-10-02 11:35:36,947 - mmaction - INFO - Epoch [48][1460/2825] lr: 7.500e-04, eta: 1 day, 18:57:51, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8216, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.8619 2020-10-02 11:35:56,869 - mmaction - INFO - Epoch [48][1480/2825] lr: 7.500e-04, eta: 1 day, 18:57:30, time: 0.996, data_time: 0.018, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8216, loss_cls: 1.6427, loss: 1.6427, grad_norm: 5.7334 2020-10-02 11:36:18,034 - mmaction - INFO - Epoch [48][1500/2825] lr: 7.500e-04, eta: 1 day, 18:57:09, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8221, loss_cls: 1.6434, loss: 1.6434, grad_norm: 5.7317 2020-10-02 11:36:37,767 - mmaction - INFO - Epoch [48][1520/2825] lr: 7.500e-04, eta: 1 day, 18:56:47, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8203, loss_cls: 1.6527, loss: 1.6527, grad_norm: 5.7058 2020-10-02 11:36:59,407 - mmaction - INFO - Epoch [48][1540/2825] lr: 7.500e-04, eta: 1 day, 18:56:27, time: 1.081, data_time: 0.031, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8263, loss_cls: 1.6251, loss: 1.6251, grad_norm: 5.7916 2020-10-02 11:37:19,700 - mmaction - INFO - Epoch [48][1560/2825] lr: 7.500e-04, eta: 1 day, 18:56:05, time: 1.015, data_time: 0.174, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8198, loss_cls: 1.6481, loss: 1.6481, grad_norm: 5.8230 2020-10-02 11:37:41,000 - mmaction - INFO - Epoch [48][1580/2825] lr: 7.500e-04, eta: 1 day, 18:55:45, time: 1.065, data_time: 0.076, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8115, loss_cls: 1.7387, loss: 1.7387, grad_norm: 5.8699 2020-10-02 11:38:02,045 - mmaction - INFO - Epoch [48][1600/2825] lr: 7.500e-04, eta: 1 day, 18:55:24, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8297, loss_cls: 1.6118, loss: 1.6118, grad_norm: 5.6619 2020-10-02 11:38:23,275 - mmaction - INFO - Epoch [48][1620/2825] lr: 7.500e-04, eta: 1 day, 18:55:04, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8281, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.7083 2020-10-02 11:38:42,588 - mmaction - INFO - Epoch [48][1640/2825] lr: 7.500e-04, eta: 1 day, 18:54:41, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.6466, loss: 1.6466, grad_norm: 5.7800 2020-10-02 11:39:04,297 - mmaction - INFO - Epoch [48][1660/2825] lr: 7.500e-04, eta: 1 day, 18:54:21, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8221, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.8899 2020-10-02 11:39:23,501 - mmaction - INFO - Epoch [48][1680/2825] lr: 7.500e-04, eta: 1 day, 18:53:59, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8237, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.8012 2020-10-02 11:39:44,757 - mmaction - INFO - Epoch [48][1700/2825] lr: 7.500e-04, eta: 1 day, 18:53:38, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8289, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.8180 2020-10-02 11:40:07,463 - mmaction - INFO - Epoch [48][1720/2825] lr: 7.500e-04, eta: 1 day, 18:53:19, time: 1.135, data_time: 0.001, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8255, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.7746 2020-10-02 11:40:26,372 - mmaction - INFO - Epoch [48][1740/2825] lr: 7.500e-04, eta: 1 day, 18:52:56, time: 0.946, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8234, loss_cls: 1.6344, loss: 1.6344, grad_norm: 5.7780 2020-10-02 11:40:48,084 - mmaction - INFO - Epoch [48][1760/2825] lr: 7.500e-04, eta: 1 day, 18:52:36, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8354, loss_cls: 1.6021, loss: 1.6021, grad_norm: 5.7670 2020-10-02 11:41:09,389 - mmaction - INFO - Epoch [48][1780/2825] lr: 7.500e-04, eta: 1 day, 18:52:16, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8268, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.8429 2020-10-02 11:41:28,638 - mmaction - INFO - Epoch [48][1800/2825] lr: 7.500e-04, eta: 1 day, 18:51:53, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8154, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.7534 2020-10-02 11:41:49,094 - mmaction - INFO - Epoch [48][1820/2825] lr: 7.500e-04, eta: 1 day, 18:51:32, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8193, loss_cls: 1.6622, loss: 1.6622, grad_norm: 5.7266 2020-10-02 11:42:10,316 - mmaction - INFO - Epoch [48][1840/2825] lr: 7.500e-04, eta: 1 day, 18:51:12, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8203, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.6167 2020-10-02 11:42:31,680 - mmaction - INFO - Epoch [48][1860/2825] lr: 7.500e-04, eta: 1 day, 18:50:51, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8188, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.7806 2020-10-02 11:42:52,689 - mmaction - INFO - Epoch [48][1880/2825] lr: 7.500e-04, eta: 1 day, 18:50:31, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8232, loss_cls: 1.6663, loss: 1.6663, grad_norm: 5.7038 2020-10-02 11:43:14,009 - mmaction - INFO - Epoch [48][1900/2825] lr: 7.500e-04, eta: 1 day, 18:50:10, time: 1.066, data_time: 0.107, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8195, loss_cls: 1.6731, loss: 1.6731, grad_norm: 5.8074 2020-10-02 11:43:33,962 - mmaction - INFO - Epoch [48][1920/2825] lr: 7.500e-04, eta: 1 day, 18:49:48, time: 0.998, data_time: 0.013, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8281, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.8004 2020-10-02 11:43:54,392 - mmaction - INFO - Epoch [48][1940/2825] lr: 7.500e-04, eta: 1 day, 18:49:27, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8177, loss_cls: 1.6703, loss: 1.6703, grad_norm: 5.6934 2020-10-02 11:44:16,536 - mmaction - INFO - Epoch [48][1960/2825] lr: 7.500e-04, eta: 1 day, 18:49:08, time: 1.108, data_time: 0.003, memory: 8353, top1_acc: 0.5961, top5_acc: 0.8232, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.7655 2020-10-02 11:44:35,668 - mmaction - INFO - Epoch [48][1980/2825] lr: 7.500e-04, eta: 1 day, 18:48:45, time: 0.957, data_time: 0.002, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8104, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.7794 2020-10-02 11:44:56,559 - mmaction - INFO - Epoch [48][2000/2825] lr: 7.500e-04, eta: 1 day, 18:48:24, time: 1.044, data_time: 0.032, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8362, loss_cls: 1.5753, loss: 1.5753, grad_norm: 5.5840 2020-10-02 11:45:17,216 - mmaction - INFO - Epoch [48][2020/2825] lr: 7.500e-04, eta: 1 day, 18:48:03, time: 1.033, data_time: 0.007, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8289, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.8196 2020-10-02 11:45:37,887 - mmaction - INFO - Epoch [48][2040/2825] lr: 7.500e-04, eta: 1 day, 18:47:42, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8138, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.5367 2020-10-02 11:45:57,944 - mmaction - INFO - Epoch [48][2060/2825] lr: 7.500e-04, eta: 1 day, 18:47:20, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8177, loss_cls: 1.6906, loss: 1.6906, grad_norm: 5.8039 2020-10-02 11:46:19,268 - mmaction - INFO - Epoch [48][2080/2825] lr: 7.500e-04, eta: 1 day, 18:47:00, time: 1.067, data_time: 0.005, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8276, loss_cls: 1.6498, loss: 1.6498, grad_norm: 5.6718 2020-10-02 11:46:39,942 - mmaction - INFO - Epoch [48][2100/2825] lr: 7.500e-04, eta: 1 day, 18:46:39, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8260, loss_cls: 1.6351, loss: 1.6351, grad_norm: 5.7574 2020-10-02 11:47:01,504 - mmaction - INFO - Epoch [48][2120/2825] lr: 7.500e-04, eta: 1 day, 18:46:19, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8182, loss_cls: 1.6789, loss: 1.6789, grad_norm: 5.8650 2020-10-02 11:47:20,753 - mmaction - INFO - Epoch [48][2140/2825] lr: 7.500e-04, eta: 1 day, 18:45:56, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8133, loss_cls: 1.6741, loss: 1.6741, grad_norm: 5.8269 2020-10-02 11:47:41,531 - mmaction - INFO - Epoch [48][2160/2825] lr: 7.500e-04, eta: 1 day, 18:45:35, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8148, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.7785 2020-10-02 11:48:03,099 - mmaction - INFO - Epoch [48][2180/2825] lr: 7.500e-04, eta: 1 day, 18:45:15, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.8361 2020-10-02 11:48:24,349 - mmaction - INFO - Epoch [48][2200/2825] lr: 7.500e-04, eta: 1 day, 18:44:54, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6057, top5_acc: 0.8047, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.7941 2020-10-02 11:48:44,929 - mmaction - INFO - Epoch [48][2220/2825] lr: 7.500e-04, eta: 1 day, 18:44:33, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8180, loss_cls: 1.6378, loss: 1.6378, grad_norm: 5.8014 2020-10-02 11:49:05,281 - mmaction - INFO - Epoch [48][2240/2825] lr: 7.500e-04, eta: 1 day, 18:44:12, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8286, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.7453 2020-10-02 11:49:26,527 - mmaction - INFO - Epoch [48][2260/2825] lr: 7.500e-04, eta: 1 day, 18:43:51, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6010, top5_acc: 0.8070, loss_cls: 1.7023, loss: 1.7023, grad_norm: 5.8341 2020-10-02 11:49:47,709 - mmaction - INFO - Epoch [48][2280/2825] lr: 7.500e-04, eta: 1 day, 18:43:31, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5756, loss: 1.5756, grad_norm: 5.6403 2020-10-02 11:50:08,354 - mmaction - INFO - Epoch [48][2300/2825] lr: 7.500e-04, eta: 1 day, 18:43:10, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8185, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.7152 2020-10-02 11:50:29,358 - mmaction - INFO - Epoch [48][2320/2825] lr: 7.500e-04, eta: 1 day, 18:42:49, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8161, loss_cls: 1.7037, loss: 1.7037, grad_norm: 5.8120 2020-10-02 11:50:49,663 - mmaction - INFO - Epoch [48][2340/2825] lr: 7.500e-04, eta: 1 day, 18:42:28, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8128, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.7596 2020-10-02 11:51:10,124 - mmaction - INFO - Epoch [48][2360/2825] lr: 7.500e-04, eta: 1 day, 18:42:06, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8214, loss_cls: 1.6790, loss: 1.6790, grad_norm: 5.8873 2020-10-02 11:51:31,058 - mmaction - INFO - Epoch [48][2380/2825] lr: 7.500e-04, eta: 1 day, 18:41:46, time: 1.047, data_time: 0.089, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.8528 2020-10-02 11:51:51,019 - mmaction - INFO - Epoch [48][2400/2825] lr: 7.500e-04, eta: 1 day, 18:41:24, time: 0.997, data_time: 0.227, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8138, loss_cls: 1.7076, loss: 1.7076, grad_norm: 5.8611 2020-10-02 11:52:11,655 - mmaction - INFO - Epoch [48][2420/2825] lr: 7.500e-04, eta: 1 day, 18:41:03, time: 1.032, data_time: 0.111, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.7371 2020-10-02 11:52:32,803 - mmaction - INFO - Epoch [48][2440/2825] lr: 7.500e-04, eta: 1 day, 18:40:42, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8242, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.7772 2020-10-02 11:52:53,144 - mmaction - INFO - Epoch [48][2460/2825] lr: 7.500e-04, eta: 1 day, 18:40:21, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8271, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.7151 2020-10-02 11:53:14,664 - mmaction - INFO - Epoch [48][2480/2825] lr: 7.500e-04, eta: 1 day, 18:40:00, time: 1.077, data_time: 0.052, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8174, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.8261 2020-10-02 11:53:35,051 - mmaction - INFO - Epoch [48][2500/2825] lr: 7.500e-04, eta: 1 day, 18:39:39, time: 1.019, data_time: 0.257, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8234, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.8490 2020-10-02 11:53:55,567 - mmaction - INFO - Epoch [48][2520/2825] lr: 7.500e-04, eta: 1 day, 18:39:18, time: 1.026, data_time: 0.159, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8307, loss_cls: 1.6020, loss: 1.6020, grad_norm: 5.6949 2020-10-02 11:54:16,423 - mmaction - INFO - Epoch [48][2540/2825] lr: 7.500e-04, eta: 1 day, 18:38:57, time: 1.043, data_time: 0.033, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8229, loss_cls: 1.6690, loss: 1.6690, grad_norm: 5.7872 2020-10-02 11:54:37,422 - mmaction - INFO - Epoch [48][2560/2825] lr: 7.500e-04, eta: 1 day, 18:38:36, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8112, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.8743 2020-10-02 11:54:57,929 - mmaction - INFO - Epoch [48][2580/2825] lr: 7.500e-04, eta: 1 day, 18:38:15, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8245, loss_cls: 1.6595, loss: 1.6595, grad_norm: 5.8155 2020-10-02 11:55:20,257 - mmaction - INFO - Epoch [48][2600/2825] lr: 7.500e-04, eta: 1 day, 18:37:56, time: 1.116, data_time: 0.002, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.8544 2020-10-02 11:55:41,555 - mmaction - INFO - Epoch [48][2620/2825] lr: 7.500e-04, eta: 1 day, 18:37:35, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.7950 2020-10-02 11:56:01,822 - mmaction - INFO - Epoch [48][2640/2825] lr: 7.500e-04, eta: 1 day, 18:37:14, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8232, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.7525 2020-10-02 11:56:21,109 - mmaction - INFO - Epoch [48][2660/2825] lr: 7.500e-04, eta: 1 day, 18:36:51, time: 0.965, data_time: 0.042, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.6154, loss: 1.6154, grad_norm: 5.6809 2020-10-02 11:56:42,314 - mmaction - INFO - Epoch [48][2680/2825] lr: 7.500e-04, eta: 1 day, 18:36:31, time: 1.061, data_time: 0.081, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8167, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.7898 2020-10-02 11:57:03,497 - mmaction - INFO - Epoch [48][2700/2825] lr: 7.500e-04, eta: 1 day, 18:36:10, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8281, loss_cls: 1.6339, loss: 1.6339, grad_norm: 5.6586 2020-10-02 11:57:24,354 - mmaction - INFO - Epoch [48][2720/2825] lr: 7.500e-04, eta: 1 day, 18:35:49, time: 1.043, data_time: 0.156, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6581, loss: 1.6581, grad_norm: 5.8029 2020-10-02 11:57:43,941 - mmaction - INFO - Epoch [48][2740/2825] lr: 7.500e-04, eta: 1 day, 18:35:27, time: 0.980, data_time: 0.264, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.9483 2020-10-02 11:58:05,334 - mmaction - INFO - Epoch [48][2760/2825] lr: 7.500e-04, eta: 1 day, 18:35:07, time: 1.068, data_time: 0.155, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8339, loss_cls: 1.5968, loss: 1.5968, grad_norm: 5.6781 2020-10-02 11:58:25,042 - mmaction - INFO - Epoch [48][2780/2825] lr: 7.500e-04, eta: 1 day, 18:34:45, time: 0.985, data_time: 0.016, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8164, loss_cls: 1.6710, loss: 1.6710, grad_norm: 5.8180 2020-10-02 11:58:46,060 - mmaction - INFO - Epoch [48][2800/2825] lr: 7.500e-04, eta: 1 day, 18:34:24, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8229, loss_cls: 1.6595, loss: 1.6595, grad_norm: 5.7822 2020-10-02 11:59:06,229 - mmaction - INFO - Epoch [48][2820/2825] lr: 7.500e-04, eta: 1 day, 18:34:02, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8312, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.6804 2020-10-02 11:59:11,310 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-10-02 11:59:56,823 - mmaction - INFO - Epoch [49][20/2825] lr: 7.500e-04, eta: 1 day, 18:33:55, time: 2.180, data_time: 1.051, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8286, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.6330 2020-10-02 12:00:18,929 - mmaction - INFO - Epoch [49][40/2825] lr: 7.500e-04, eta: 1 day, 18:33:36, time: 1.106, data_time: 0.003, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8273, loss_cls: 1.6448, loss: 1.6448, grad_norm: 5.8284 2020-10-02 12:00:38,520 - mmaction - INFO - Epoch [49][60/2825] lr: 7.500e-04, eta: 1 day, 18:33:14, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8120, loss_cls: 1.6670, loss: 1.6670, grad_norm: 5.7816 2020-10-02 12:00:59,718 - mmaction - INFO - Epoch [49][80/2825] lr: 7.500e-04, eta: 1 day, 18:32:53, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8224, loss_cls: 1.6465, loss: 1.6465, grad_norm: 5.8132 2020-10-02 12:01:20,099 - mmaction - INFO - Epoch [49][100/2825] lr: 7.500e-04, eta: 1 day, 18:32:32, time: 1.019, data_time: 0.003, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.6505, loss: 1.6505, grad_norm: 5.8182 2020-10-02 12:01:41,226 - mmaction - INFO - Epoch [49][120/2825] lr: 7.500e-04, eta: 1 day, 18:32:11, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8276, loss_cls: 1.6277, loss: 1.6277, grad_norm: 5.7007 2020-10-02 12:02:02,918 - mmaction - INFO - Epoch [49][140/2825] lr: 7.500e-04, eta: 1 day, 18:31:51, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8323, loss_cls: 1.6043, loss: 1.6043, grad_norm: 5.7155 2020-10-02 12:02:23,150 - mmaction - INFO - Epoch [49][160/2825] lr: 7.500e-04, eta: 1 day, 18:31:30, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8305, loss_cls: 1.6181, loss: 1.6181, grad_norm: 5.8298 2020-10-02 12:02:43,356 - mmaction - INFO - Epoch [49][180/2825] lr: 7.500e-04, eta: 1 day, 18:31:08, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8271, loss_cls: 1.6434, loss: 1.6434, grad_norm: 5.7461 2020-10-02 12:03:04,058 - mmaction - INFO - Epoch [49][200/2825] lr: 7.500e-04, eta: 1 day, 18:30:47, time: 1.036, data_time: 0.014, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8302, loss_cls: 1.6137, loss: 1.6137, grad_norm: 5.7898 2020-10-02 12:03:24,173 - mmaction - INFO - Epoch [49][220/2825] lr: 7.500e-04, eta: 1 day, 18:30:25, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8281, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.7153 2020-10-02 12:03:45,176 - mmaction - INFO - Epoch [49][240/2825] lr: 7.500e-04, eta: 1 day, 18:30:05, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8112, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.8217 2020-10-02 12:04:05,711 - mmaction - INFO - Epoch [49][260/2825] lr: 7.500e-04, eta: 1 day, 18:29:43, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8099, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.7411 2020-10-02 12:04:27,387 - mmaction - INFO - Epoch [49][280/2825] lr: 7.500e-04, eta: 1 day, 18:29:23, time: 1.085, data_time: 0.003, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8245, loss_cls: 1.5966, loss: 1.5966, grad_norm: 5.6915 2020-10-02 12:04:46,678 - mmaction - INFO - Epoch [49][300/2825] lr: 7.500e-04, eta: 1 day, 18:29:01, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8216, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.9082 2020-10-02 12:05:08,169 - mmaction - INFO - Epoch [49][320/2825] lr: 7.500e-04, eta: 1 day, 18:28:41, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8232, loss_cls: 1.6394, loss: 1.6394, grad_norm: 5.8131 2020-10-02 12:05:28,196 - mmaction - INFO - Epoch [49][340/2825] lr: 7.500e-04, eta: 1 day, 18:28:19, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8195, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.7821 2020-10-02 12:05:48,577 - mmaction - INFO - Epoch [49][360/2825] lr: 7.500e-04, eta: 1 day, 18:27:57, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8284, loss_cls: 1.5965, loss: 1.5965, grad_norm: 5.8535 2020-10-02 12:06:09,674 - mmaction - INFO - Epoch [49][380/2825] lr: 7.500e-04, eta: 1 day, 18:27:37, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8224, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.7204 2020-10-02 12:06:31,070 - mmaction - INFO - Epoch [49][400/2825] lr: 7.500e-04, eta: 1 day, 18:27:16, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8336, loss_cls: 1.5845, loss: 1.5845, grad_norm: 5.6476 2020-10-02 12:06:51,151 - mmaction - INFO - Epoch [49][420/2825] lr: 7.500e-04, eta: 1 day, 18:26:55, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6865, loss: 1.6865, grad_norm: 5.7569 2020-10-02 12:07:11,857 - mmaction - INFO - Epoch [49][440/2825] lr: 7.500e-04, eta: 1 day, 18:26:34, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8299, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.7982 2020-10-02 12:07:32,595 - mmaction - INFO - Epoch [49][460/2825] lr: 7.500e-04, eta: 1 day, 18:26:13, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8286, loss_cls: 1.6248, loss: 1.6248, grad_norm: 5.6749 2020-10-02 12:07:53,721 - mmaction - INFO - Epoch [49][480/2825] lr: 7.500e-04, eta: 1 day, 18:25:52, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8268, loss_cls: 1.6150, loss: 1.6150, grad_norm: 5.7090 2020-10-02 12:08:13,994 - mmaction - INFO - Epoch [49][500/2825] lr: 7.500e-04, eta: 1 day, 18:25:31, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8219, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.8164 2020-10-02 12:08:34,685 - mmaction - INFO - Epoch [49][520/2825] lr: 7.500e-04, eta: 1 day, 18:25:10, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8240, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.8564 2020-10-02 12:08:56,072 - mmaction - INFO - Epoch [49][540/2825] lr: 7.500e-04, eta: 1 day, 18:24:49, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8260, loss_cls: 1.6310, loss: 1.6310, grad_norm: 5.7516 2020-10-02 12:09:15,082 - mmaction - INFO - Epoch [49][560/2825] lr: 7.500e-04, eta: 1 day, 18:24:26, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8242, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.7316 2020-10-02 12:09:36,266 - mmaction - INFO - Epoch [49][580/2825] lr: 7.500e-04, eta: 1 day, 18:24:06, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8185, loss_cls: 1.6637, loss: 1.6637, grad_norm: 5.9139 2020-10-02 12:09:57,462 - mmaction - INFO - Epoch [49][600/2825] lr: 7.500e-04, eta: 1 day, 18:23:45, time: 1.058, data_time: 0.082, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8258, loss_cls: 1.6527, loss: 1.6527, grad_norm: 5.7333 2020-10-02 12:10:17,997 - mmaction - INFO - Epoch [49][620/2825] lr: 7.500e-04, eta: 1 day, 18:23:24, time: 1.027, data_time: 0.024, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5874, loss: 1.5874, grad_norm: 5.8429 2020-10-02 12:10:38,655 - mmaction - INFO - Epoch [49][640/2825] lr: 7.500e-04, eta: 1 day, 18:23:03, time: 1.034, data_time: 0.101, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8247, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.7830 2020-10-02 12:10:59,431 - mmaction - INFO - Epoch [49][660/2825] lr: 7.500e-04, eta: 1 day, 18:22:42, time: 1.040, data_time: 0.016, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8234, loss_cls: 1.6691, loss: 1.6691, grad_norm: 5.7945 2020-10-02 12:11:19,870 - mmaction - INFO - Epoch [49][680/2825] lr: 7.500e-04, eta: 1 day, 18:22:21, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8294, loss_cls: 1.6528, loss: 1.6528, grad_norm: 5.8088 2020-10-02 12:11:40,555 - mmaction - INFO - Epoch [49][700/2825] lr: 7.500e-04, eta: 1 day, 18:22:00, time: 1.035, data_time: 0.004, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8206, loss_cls: 1.6553, loss: 1.6553, grad_norm: 5.9069 2020-10-02 12:12:02,137 - mmaction - INFO - Epoch [49][720/2825] lr: 7.500e-04, eta: 1 day, 18:21:40, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8193, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.6947 2020-10-02 12:12:22,124 - mmaction - INFO - Epoch [49][740/2825] lr: 7.500e-04, eta: 1 day, 18:21:18, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8216, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.8888 2020-10-02 12:12:43,144 - mmaction - INFO - Epoch [49][760/2825] lr: 7.500e-04, eta: 1 day, 18:20:57, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8315, loss_cls: 1.6012, loss: 1.6012, grad_norm: 5.7019 2020-10-02 12:13:03,902 - mmaction - INFO - Epoch [49][780/2825] lr: 7.500e-04, eta: 1 day, 18:20:36, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8260, loss_cls: 1.6018, loss: 1.6018, grad_norm: 5.6825 2020-10-02 12:13:24,709 - mmaction - INFO - Epoch [49][800/2825] lr: 7.500e-04, eta: 1 day, 18:20:15, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8258, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.8471 2020-10-02 12:13:46,356 - mmaction - INFO - Epoch [49][820/2825] lr: 7.500e-04, eta: 1 day, 18:19:55, time: 1.085, data_time: 0.003, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8312, loss_cls: 1.6260, loss: 1.6260, grad_norm: 5.6305 2020-10-02 12:14:05,799 - mmaction - INFO - Epoch [49][840/2825] lr: 7.500e-04, eta: 1 day, 18:19:33, time: 0.971, data_time: 0.001, memory: 8353, top1_acc: 0.5958, top5_acc: 0.8182, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.8080 2020-10-02 12:14:27,968 - mmaction - INFO - Epoch [49][860/2825] lr: 7.500e-04, eta: 1 day, 18:19:13, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8182, loss_cls: 1.6681, loss: 1.6681, grad_norm: 5.8347 2020-10-02 12:14:47,690 - mmaction - INFO - Epoch [49][880/2825] lr: 7.500e-04, eta: 1 day, 18:18:51, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8253, loss_cls: 1.6248, loss: 1.6248, grad_norm: 5.6951 2020-10-02 12:15:08,288 - mmaction - INFO - Epoch [49][900/2825] lr: 7.500e-04, eta: 1 day, 18:18:30, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8187, loss_cls: 1.6655, loss: 1.6655, grad_norm: 5.7457 2020-10-02 12:15:28,887 - mmaction - INFO - Epoch [49][920/2825] lr: 7.500e-04, eta: 1 day, 18:18:09, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8151, loss_cls: 1.6836, loss: 1.6836, grad_norm: 5.9042 2020-10-02 12:15:49,370 - mmaction - INFO - Epoch [49][940/2825] lr: 7.500e-04, eta: 1 day, 18:17:48, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8263, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.7983 2020-10-02 12:16:10,213 - mmaction - INFO - Epoch [49][960/2825] lr: 7.500e-04, eta: 1 day, 18:17:27, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8214, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.8361 2020-10-02 12:16:32,076 - mmaction - INFO - Epoch [49][980/2825] lr: 7.500e-04, eta: 1 day, 18:17:07, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8221, loss_cls: 1.6454, loss: 1.6454, grad_norm: 5.7231 2020-10-02 12:16:51,751 - mmaction - INFO - Epoch [49][1000/2825] lr: 7.500e-04, eta: 1 day, 18:16:45, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8253, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.7674 2020-10-02 12:17:12,021 - mmaction - INFO - Epoch [49][1020/2825] lr: 7.500e-04, eta: 1 day, 18:16:23, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8315, loss_cls: 1.6123, loss: 1.6123, grad_norm: 5.7922 2020-10-02 12:17:32,669 - mmaction - INFO - Epoch [49][1040/2825] lr: 7.500e-04, eta: 1 day, 18:16:02, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8203, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.8662 2020-10-02 12:17:54,087 - mmaction - INFO - Epoch [49][1060/2825] lr: 7.500e-04, eta: 1 day, 18:15:42, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8237, loss_cls: 1.6581, loss: 1.6581, grad_norm: 5.8134 2020-10-02 12:18:14,211 - mmaction - INFO - Epoch [49][1080/2825] lr: 7.500e-04, eta: 1 day, 18:15:20, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8229, loss_cls: 1.6449, loss: 1.6449, grad_norm: 5.8667 2020-10-02 12:18:35,381 - mmaction - INFO - Epoch [49][1100/2825] lr: 7.500e-04, eta: 1 day, 18:15:00, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8214, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.8969 2020-10-02 12:18:54,666 - mmaction - INFO - Epoch [49][1120/2825] lr: 7.500e-04, eta: 1 day, 18:14:37, time: 0.966, data_time: 0.003, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8271, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.8025 2020-10-02 12:19:16,620 - mmaction - INFO - Epoch [49][1140/2825] lr: 7.500e-04, eta: 1 day, 18:14:18, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8271, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.8759 2020-10-02 12:19:36,905 - mmaction - INFO - Epoch [49][1160/2825] lr: 7.500e-04, eta: 1 day, 18:13:56, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8281, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.7881 2020-10-02 12:19:57,870 - mmaction - INFO - Epoch [49][1180/2825] lr: 7.500e-04, eta: 1 day, 18:13:35, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8279, loss_cls: 1.6200, loss: 1.6200, grad_norm: 5.7620 2020-10-02 12:20:18,915 - mmaction - INFO - Epoch [49][1200/2825] lr: 7.500e-04, eta: 1 day, 18:13:15, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8198, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.7167 2020-10-02 12:20:39,404 - mmaction - INFO - Epoch [49][1220/2825] lr: 7.500e-04, eta: 1 day, 18:12:53, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8299, loss_cls: 1.5931, loss: 1.5931, grad_norm: 5.8240 2020-10-02 12:20:59,955 - mmaction - INFO - Epoch [49][1240/2825] lr: 7.500e-04, eta: 1 day, 18:12:32, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8216, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.8597 2020-10-02 12:21:20,024 - mmaction - INFO - Epoch [49][1260/2825] lr: 7.500e-04, eta: 1 day, 18:12:10, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8224, loss_cls: 1.6638, loss: 1.6638, grad_norm: 5.7035 2020-10-02 12:21:41,365 - mmaction - INFO - Epoch [49][1280/2825] lr: 7.500e-04, eta: 1 day, 18:11:50, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8292, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.7625 2020-10-02 12:22:02,059 - mmaction - INFO - Epoch [49][1300/2825] lr: 7.500e-04, eta: 1 day, 18:11:29, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8292, loss_cls: 1.6013, loss: 1.6013, grad_norm: 5.8159 2020-10-02 12:22:22,648 - mmaction - INFO - Epoch [49][1320/2825] lr: 7.500e-04, eta: 1 day, 18:11:08, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.6458, loss: 1.6458, grad_norm: 5.7369 2020-10-02 12:22:43,794 - mmaction - INFO - Epoch [49][1340/2825] lr: 7.500e-04, eta: 1 day, 18:10:47, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.5974, top5_acc: 0.8151, loss_cls: 1.7175, loss: 1.7175, grad_norm: 5.8127 2020-10-02 12:23:04,667 - mmaction - INFO - Epoch [49][1360/2825] lr: 7.500e-04, eta: 1 day, 18:10:27, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8255, loss_cls: 1.6349, loss: 1.6349, grad_norm: 5.7474 2020-10-02 12:23:25,477 - mmaction - INFO - Epoch [49][1380/2825] lr: 7.500e-04, eta: 1 day, 18:10:06, time: 1.040, data_time: 0.052, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8240, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.7809 2020-10-02 12:23:45,650 - mmaction - INFO - Epoch [49][1400/2825] lr: 7.500e-04, eta: 1 day, 18:09:44, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.5984, top5_acc: 0.8174, loss_cls: 1.6937, loss: 1.6937, grad_norm: 5.9582 2020-10-02 12:24:06,957 - mmaction - INFO - Epoch [49][1420/2825] lr: 7.500e-04, eta: 1 day, 18:09:24, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8297, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.7506 2020-10-02 12:24:28,213 - mmaction - INFO - Epoch [49][1440/2825] lr: 7.500e-04, eta: 1 day, 18:09:03, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8151, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.8877 2020-10-02 12:24:47,956 - mmaction - INFO - Epoch [49][1460/2825] lr: 7.500e-04, eta: 1 day, 18:08:41, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8229, loss_cls: 1.6323, loss: 1.6323, grad_norm: 5.8117 2020-10-02 12:25:08,964 - mmaction - INFO - Epoch [49][1480/2825] lr: 7.500e-04, eta: 1 day, 18:08:20, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8109, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.8847 2020-10-02 12:25:31,009 - mmaction - INFO - Epoch [49][1500/2825] lr: 7.500e-04, eta: 1 day, 18:08:01, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8234, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.8546 2020-10-02 12:25:51,035 - mmaction - INFO - Epoch [49][1520/2825] lr: 7.500e-04, eta: 1 day, 18:07:39, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8190, loss_cls: 1.6806, loss: 1.6806, grad_norm: 5.8842 2020-10-02 12:26:12,860 - mmaction - INFO - Epoch [49][1540/2825] lr: 7.500e-04, eta: 1 day, 18:07:19, time: 1.092, data_time: 0.003, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8211, loss_cls: 1.6528, loss: 1.6528, grad_norm: 5.7713 2020-10-02 12:26:32,201 - mmaction - INFO - Epoch [49][1560/2825] lr: 7.500e-04, eta: 1 day, 18:06:57, time: 0.967, data_time: 0.001, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8292, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.8037 2020-10-02 12:26:52,620 - mmaction - INFO - Epoch [49][1580/2825] lr: 7.500e-04, eta: 1 day, 18:06:35, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8185, loss_cls: 1.6300, loss: 1.6300, grad_norm: 5.7316 2020-10-02 12:27:14,300 - mmaction - INFO - Epoch [49][1600/2825] lr: 7.500e-04, eta: 1 day, 18:06:15, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.6252, loss: 1.6252, grad_norm: 5.8150 2020-10-02 12:27:34,925 - mmaction - INFO - Epoch [49][1620/2825] lr: 7.500e-04, eta: 1 day, 18:05:54, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8279, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.8807 2020-10-02 12:27:56,176 - mmaction - INFO - Epoch [49][1640/2825] lr: 7.500e-04, eta: 1 day, 18:05:34, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8359, loss_cls: 1.6153, loss: 1.6153, grad_norm: 5.8148 2020-10-02 12:28:17,281 - mmaction - INFO - Epoch [49][1660/2825] lr: 7.500e-04, eta: 1 day, 18:05:13, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6369, loss: 1.6369, grad_norm: 5.8406 2020-10-02 12:28:36,866 - mmaction - INFO - Epoch [49][1680/2825] lr: 7.500e-04, eta: 1 day, 18:04:51, time: 0.979, data_time: 0.001, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8289, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.8023 2020-10-02 12:28:58,524 - mmaction - INFO - Epoch [49][1700/2825] lr: 7.500e-04, eta: 1 day, 18:04:31, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8164, loss_cls: 1.6909, loss: 1.6909, grad_norm: 5.9394 2020-10-02 12:29:19,014 - mmaction - INFO - Epoch [49][1720/2825] lr: 7.500e-04, eta: 1 day, 18:04:10, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8219, loss_cls: 1.6793, loss: 1.6793, grad_norm: 5.8489 2020-10-02 12:29:38,281 - mmaction - INFO - Epoch [49][1740/2825] lr: 7.500e-04, eta: 1 day, 18:03:47, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8115, loss_cls: 1.6813, loss: 1.6813, grad_norm: 5.7973 2020-10-02 12:29:58,914 - mmaction - INFO - Epoch [49][1760/2825] lr: 7.500e-04, eta: 1 day, 18:03:26, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8260, loss_cls: 1.6086, loss: 1.6086, grad_norm: 5.8521 2020-10-02 12:30:20,103 - mmaction - INFO - Epoch [49][1780/2825] lr: 7.500e-04, eta: 1 day, 18:03:06, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8185, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.7398 2020-10-02 12:30:41,437 - mmaction - INFO - Epoch [49][1800/2825] lr: 7.500e-04, eta: 1 day, 18:02:45, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8315, loss_cls: 1.6345, loss: 1.6345, grad_norm: 5.9240 2020-10-02 12:31:02,656 - mmaction - INFO - Epoch [49][1820/2825] lr: 7.500e-04, eta: 1 day, 18:02:25, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8211, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.8162 2020-10-02 12:31:22,953 - mmaction - INFO - Epoch [49][1840/2825] lr: 7.500e-04, eta: 1 day, 18:02:03, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8151, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.7695 2020-10-02 12:31:43,377 - mmaction - INFO - Epoch [49][1860/2825] lr: 7.500e-04, eta: 1 day, 18:01:42, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8268, loss_cls: 1.6240, loss: 1.6240, grad_norm: 5.7985 2020-10-02 12:32:03,909 - mmaction - INFO - Epoch [49][1880/2825] lr: 7.500e-04, eta: 1 day, 18:01:21, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8286, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.6378 2020-10-02 12:32:24,420 - mmaction - INFO - Epoch [49][1900/2825] lr: 7.500e-04, eta: 1 day, 18:00:59, time: 1.026, data_time: 0.011, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8234, loss_cls: 1.6424, loss: 1.6424, grad_norm: 5.8152 2020-10-02 12:32:44,730 - mmaction - INFO - Epoch [49][1920/2825] lr: 7.500e-04, eta: 1 day, 18:00:38, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8167, loss_cls: 1.6795, loss: 1.6795, grad_norm: 5.9360 2020-10-02 12:33:06,383 - mmaction - INFO - Epoch [49][1940/2825] lr: 7.500e-04, eta: 1 day, 18:00:18, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8169, loss_cls: 1.6796, loss: 1.6796, grad_norm: 5.9247 2020-10-02 12:33:26,591 - mmaction - INFO - Epoch [49][1960/2825] lr: 7.500e-04, eta: 1 day, 17:59:56, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6826, loss: 1.6826, grad_norm: 5.8576 2020-10-02 12:33:47,442 - mmaction - INFO - Epoch [49][1980/2825] lr: 7.500e-04, eta: 1 day, 17:59:35, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8138, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.7799 2020-10-02 12:34:08,127 - mmaction - INFO - Epoch [49][2000/2825] lr: 7.500e-04, eta: 1 day, 17:59:14, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.8553 2020-10-02 12:34:28,515 - mmaction - INFO - Epoch [49][2020/2825] lr: 7.500e-04, eta: 1 day, 17:58:53, time: 1.019, data_time: 0.059, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8333, loss_cls: 1.5889, loss: 1.5889, grad_norm: 5.8422 2020-10-02 12:34:49,539 - mmaction - INFO - Epoch [49][2040/2825] lr: 7.500e-04, eta: 1 day, 17:58:32, time: 1.051, data_time: 0.070, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8318, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.8527 2020-10-02 12:35:09,929 - mmaction - INFO - Epoch [49][2060/2825] lr: 7.500e-04, eta: 1 day, 17:58:11, time: 1.019, data_time: 0.100, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8232, loss_cls: 1.6240, loss: 1.6240, grad_norm: 5.7208 2020-10-02 12:35:30,546 - mmaction - INFO - Epoch [49][2080/2825] lr: 7.500e-04, eta: 1 day, 17:57:50, time: 1.031, data_time: 0.008, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8206, loss_cls: 1.6577, loss: 1.6577, grad_norm: 5.7909 2020-10-02 12:35:50,885 - mmaction - INFO - Epoch [49][2100/2825] lr: 7.500e-04, eta: 1 day, 17:57:28, time: 1.017, data_time: 0.086, memory: 8353, top1_acc: 0.5977, top5_acc: 0.8073, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.9239 2020-10-02 12:36:12,772 - mmaction - INFO - Epoch [49][2120/2825] lr: 7.500e-04, eta: 1 day, 17:57:09, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8240, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.7544 2020-10-02 12:36:32,537 - mmaction - INFO - Epoch [49][2140/2825] lr: 7.500e-04, eta: 1 day, 17:56:47, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8315, loss_cls: 1.5988, loss: 1.5988, grad_norm: 5.7345 2020-10-02 12:36:54,622 - mmaction - INFO - Epoch [49][2160/2825] lr: 7.500e-04, eta: 1 day, 17:56:27, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8258, loss_cls: 1.6426, loss: 1.6426, grad_norm: 5.8389 2020-10-02 12:37:15,392 - mmaction - INFO - Epoch [49][2180/2825] lr: 7.500e-04, eta: 1 day, 17:56:06, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8195, loss_cls: 1.6483, loss: 1.6483, grad_norm: 5.7784 2020-10-02 12:37:35,467 - mmaction - INFO - Epoch [49][2200/2825] lr: 7.500e-04, eta: 1 day, 17:55:44, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8240, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.8202 2020-10-02 12:37:56,005 - mmaction - INFO - Epoch [49][2220/2825] lr: 7.500e-04, eta: 1 day, 17:55:23, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8208, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.9661 2020-10-02 12:38:17,096 - mmaction - INFO - Epoch [49][2240/2825] lr: 7.500e-04, eta: 1 day, 17:55:03, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8203, loss_cls: 1.6591, loss: 1.6591, grad_norm: 5.8280 2020-10-02 12:38:36,955 - mmaction - INFO - Epoch [49][2260/2825] lr: 7.500e-04, eta: 1 day, 17:54:41, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8214, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.8646 2020-10-02 12:38:57,046 - mmaction - INFO - Epoch [49][2280/2825] lr: 7.500e-04, eta: 1 day, 17:54:19, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8258, loss_cls: 1.6154, loss: 1.6154, grad_norm: 5.8267 2020-10-02 12:39:17,884 - mmaction - INFO - Epoch [49][2300/2825] lr: 7.500e-04, eta: 1 day, 17:53:58, time: 1.043, data_time: 0.017, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8151, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.8401 2020-10-02 12:39:39,578 - mmaction - INFO - Epoch [49][2320/2825] lr: 7.500e-04, eta: 1 day, 17:53:38, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8216, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.8680 2020-10-02 12:40:00,346 - mmaction - INFO - Epoch [49][2340/2825] lr: 7.500e-04, eta: 1 day, 17:53:17, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8247, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.8430 2020-10-02 12:40:20,393 - mmaction - INFO - Epoch [49][2360/2825] lr: 7.500e-04, eta: 1 day, 17:52:55, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8198, loss_cls: 1.6452, loss: 1.6452, grad_norm: 5.8441 2020-10-02 12:40:40,813 - mmaction - INFO - Epoch [49][2380/2825] lr: 7.500e-04, eta: 1 day, 17:52:34, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8336, loss_cls: 1.5856, loss: 1.5856, grad_norm: 5.6310 2020-10-02 12:41:02,789 - mmaction - INFO - Epoch [49][2400/2825] lr: 7.500e-04, eta: 1 day, 17:52:14, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8177, loss_cls: 1.6767, loss: 1.6767, grad_norm: 5.7959 2020-10-02 12:41:24,677 - mmaction - INFO - Epoch [49][2420/2825] lr: 7.500e-04, eta: 1 day, 17:51:55, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8216, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.8095 2020-10-02 12:41:45,215 - mmaction - INFO - Epoch [49][2440/2825] lr: 7.500e-04, eta: 1 day, 17:51:33, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8312, loss_cls: 1.6047, loss: 1.6047, grad_norm: 5.8088 2020-10-02 12:42:07,424 - mmaction - INFO - Epoch [49][2460/2825] lr: 7.500e-04, eta: 1 day, 17:51:14, time: 1.111, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8315, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.7219 2020-10-02 12:42:28,829 - mmaction - INFO - Epoch [49][2480/2825] lr: 7.500e-04, eta: 1 day, 17:50:54, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8174, loss_cls: 1.6581, loss: 1.6581, grad_norm: 5.7488 2020-10-02 12:42:47,554 - mmaction - INFO - Epoch [49][2500/2825] lr: 7.500e-04, eta: 1 day, 17:50:31, time: 0.935, data_time: 0.001, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8281, loss_cls: 1.5896, loss: 1.5896, grad_norm: 5.7525 2020-10-02 12:43:08,014 - mmaction - INFO - Epoch [49][2520/2825] lr: 7.500e-04, eta: 1 day, 17:50:09, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8258, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.6968 2020-10-02 12:43:29,287 - mmaction - INFO - Epoch [49][2540/2825] lr: 7.500e-04, eta: 1 day, 17:49:49, time: 1.064, data_time: 0.035, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8185, loss_cls: 1.6569, loss: 1.6569, grad_norm: 5.9878 2020-10-02 12:43:50,113 - mmaction - INFO - Epoch [49][2560/2825] lr: 7.500e-04, eta: 1 day, 17:49:28, time: 1.041, data_time: 0.047, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8161, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.8822 2020-10-02 12:44:10,292 - mmaction - INFO - Epoch [49][2580/2825] lr: 7.500e-04, eta: 1 day, 17:49:06, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6068, top5_acc: 0.8201, loss_cls: 1.6568, loss: 1.6568, grad_norm: 5.7775 2020-10-02 12:44:32,056 - mmaction - INFO - Epoch [49][2600/2825] lr: 7.500e-04, eta: 1 day, 17:48:46, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8214, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.8825 2020-10-02 12:44:53,898 - mmaction - INFO - Epoch [49][2620/2825] lr: 7.500e-04, eta: 1 day, 17:48:27, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8263, loss_cls: 1.6223, loss: 1.6223, grad_norm: 5.8017 2020-10-02 12:45:12,626 - mmaction - INFO - Epoch [49][2640/2825] lr: 7.500e-04, eta: 1 day, 17:48:04, time: 0.936, data_time: 0.002, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8120, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.9046 2020-10-02 12:45:34,532 - mmaction - INFO - Epoch [49][2660/2825] lr: 7.500e-04, eta: 1 day, 17:47:44, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8208, loss_cls: 1.6738, loss: 1.6738, grad_norm: 5.9238 2020-10-02 12:45:55,057 - mmaction - INFO - Epoch [49][2680/2825] lr: 7.500e-04, eta: 1 day, 17:47:23, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8135, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.8377 2020-10-02 12:46:15,253 - mmaction - INFO - Epoch [49][2700/2825] lr: 7.500e-04, eta: 1 day, 17:47:01, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8289, loss_cls: 1.6085, loss: 1.6085, grad_norm: 5.7571 2020-10-02 12:46:36,514 - mmaction - INFO - Epoch [49][2720/2825] lr: 7.500e-04, eta: 1 day, 17:46:41, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8242, loss_cls: 1.6515, loss: 1.6515, grad_norm: 5.8274 2020-10-02 12:46:56,875 - mmaction - INFO - Epoch [49][2740/2825] lr: 7.500e-04, eta: 1 day, 17:46:19, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8229, loss_cls: 1.6283, loss: 1.6283, grad_norm: 5.7571 2020-10-02 12:47:17,584 - mmaction - INFO - Epoch [49][2760/2825] lr: 7.500e-04, eta: 1 day, 17:45:58, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8240, loss_cls: 1.6437, loss: 1.6437, grad_norm: 5.8306 2020-10-02 12:47:37,481 - mmaction - INFO - Epoch [49][2780/2825] lr: 7.500e-04, eta: 1 day, 17:45:36, time: 0.996, data_time: 0.026, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8240, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.7094 2020-10-02 12:47:58,303 - mmaction - INFO - Epoch [49][2800/2825] lr: 7.500e-04, eta: 1 day, 17:45:15, time: 1.040, data_time: 0.062, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8253, loss_cls: 1.6442, loss: 1.6442, grad_norm: 5.7912 2020-10-02 12:48:19,506 - mmaction - INFO - Epoch [49][2820/2825] lr: 7.500e-04, eta: 1 day, 17:44:55, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8138, loss_cls: 1.6750, loss: 1.6750, grad_norm: 5.7937 2020-10-02 12:48:25,727 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-10-02 12:49:14,929 - mmaction - INFO - Epoch [50][20/2825] lr: 7.500e-04, eta: 1 day, 17:44:51, time: 2.391, data_time: 1.238, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8299, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.7070 2020-10-02 12:49:35,455 - mmaction - INFO - Epoch [50][40/2825] lr: 7.500e-04, eta: 1 day, 17:44:30, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8362, loss_cls: 1.5696, loss: 1.5696, grad_norm: 5.5907 2020-10-02 12:49:56,434 - mmaction - INFO - Epoch [50][60/2825] lr: 7.500e-04, eta: 1 day, 17:44:09, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8148, loss_cls: 1.6860, loss: 1.6860, grad_norm: 5.8021 2020-10-02 12:50:18,019 - mmaction - INFO - Epoch [50][80/2825] lr: 7.500e-04, eta: 1 day, 17:43:49, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8299, loss_cls: 1.6277, loss: 1.6277, grad_norm: 5.8951 2020-10-02 12:50:37,979 - mmaction - INFO - Epoch [50][100/2825] lr: 7.500e-04, eta: 1 day, 17:43:28, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8341, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.7890 2020-10-02 12:50:58,132 - mmaction - INFO - Epoch [50][120/2825] lr: 7.500e-04, eta: 1 day, 17:43:06, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8305, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.8803 2020-10-02 12:51:20,053 - mmaction - INFO - Epoch [50][140/2825] lr: 7.500e-04, eta: 1 day, 17:42:46, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8318, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.7780 2020-10-02 12:51:40,671 - mmaction - INFO - Epoch [50][160/2825] lr: 7.500e-04, eta: 1 day, 17:42:25, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8193, loss_cls: 1.6655, loss: 1.6655, grad_norm: 5.7828 2020-10-02 12:52:00,552 - mmaction - INFO - Epoch [50][180/2825] lr: 7.500e-04, eta: 1 day, 17:42:03, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8240, loss_cls: 1.6372, loss: 1.6372, grad_norm: 5.9010 2020-10-02 12:52:22,488 - mmaction - INFO - Epoch [50][200/2825] lr: 7.500e-04, eta: 1 day, 17:41:43, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8154, loss_cls: 1.6771, loss: 1.6771, grad_norm: 5.8538 2020-10-02 12:52:43,380 - mmaction - INFO - Epoch [50][220/2825] lr: 7.500e-04, eta: 1 day, 17:41:23, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8216, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.8762 2020-10-02 12:53:03,721 - mmaction - INFO - Epoch [50][240/2825] lr: 7.500e-04, eta: 1 day, 17:41:01, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8237, loss_cls: 1.6040, loss: 1.6040, grad_norm: 5.8066 2020-10-02 12:53:24,763 - mmaction - INFO - Epoch [50][260/2825] lr: 7.500e-04, eta: 1 day, 17:40:40, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8234, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.8818 2020-10-02 12:53:44,860 - mmaction - INFO - Epoch [50][280/2825] lr: 7.500e-04, eta: 1 day, 17:40:19, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8177, loss_cls: 1.6568, loss: 1.6568, grad_norm: 5.9067 2020-10-02 12:54:06,504 - mmaction - INFO - Epoch [50][300/2825] lr: 7.500e-04, eta: 1 day, 17:39:59, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6036, top5_acc: 0.8182, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.9670 2020-10-02 12:54:27,041 - mmaction - INFO - Epoch [50][320/2825] lr: 7.500e-04, eta: 1 day, 17:39:38, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8344, loss_cls: 1.6014, loss: 1.6014, grad_norm: 5.8785 2020-10-02 12:54:47,800 - mmaction - INFO - Epoch [50][340/2825] lr: 7.500e-04, eta: 1 day, 17:39:17, time: 1.038, data_time: 0.067, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5912, loss: 1.5912, grad_norm: 5.7146 2020-10-02 12:55:07,419 - mmaction - INFO - Epoch [50][360/2825] lr: 7.500e-04, eta: 1 day, 17:38:54, time: 0.982, data_time: 0.169, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8318, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.8914 2020-10-02 12:55:28,993 - mmaction - INFO - Epoch [50][380/2825] lr: 7.500e-04, eta: 1 day, 17:38:34, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8242, loss_cls: 1.6530, loss: 1.6530, grad_norm: 5.8719 2020-10-02 12:55:49,019 - mmaction - INFO - Epoch [50][400/2825] lr: 7.500e-04, eta: 1 day, 17:38:13, time: 1.002, data_time: 0.003, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8247, loss_cls: 1.6291, loss: 1.6291, grad_norm: 5.7935 2020-10-02 12:56:09,938 - mmaction - INFO - Epoch [50][420/2825] lr: 7.500e-04, eta: 1 day, 17:37:52, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8357, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.7752 2020-10-02 12:56:30,900 - mmaction - INFO - Epoch [50][440/2825] lr: 7.500e-04, eta: 1 day, 17:37:31, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8201, loss_cls: 1.6679, loss: 1.6679, grad_norm: 6.0539 2020-10-02 12:56:51,123 - mmaction - INFO - Epoch [50][460/2825] lr: 7.500e-04, eta: 1 day, 17:37:09, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8242, loss_cls: 1.6481, loss: 1.6481, grad_norm: 5.8259 2020-10-02 12:57:11,948 - mmaction - INFO - Epoch [50][480/2825] lr: 7.500e-04, eta: 1 day, 17:36:49, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8289, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.8172 2020-10-02 12:57:33,093 - mmaction - INFO - Epoch [50][500/2825] lr: 7.500e-04, eta: 1 day, 17:36:28, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.8171 2020-10-02 12:57:54,499 - mmaction - INFO - Epoch [50][520/2825] lr: 7.500e-04, eta: 1 day, 17:36:08, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8206, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.8883 2020-10-02 12:58:15,699 - mmaction - INFO - Epoch [50][540/2825] lr: 7.500e-04, eta: 1 day, 17:35:47, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8193, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.8977 2020-10-02 12:58:36,379 - mmaction - INFO - Epoch [50][560/2825] lr: 7.500e-04, eta: 1 day, 17:35:26, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8211, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.8476 2020-10-02 12:58:56,123 - mmaction - INFO - Epoch [50][580/2825] lr: 7.500e-04, eta: 1 day, 17:35:04, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8271, loss_cls: 1.6310, loss: 1.6310, grad_norm: 6.0253 2020-10-02 12:59:17,790 - mmaction - INFO - Epoch [50][600/2825] lr: 7.500e-04, eta: 1 day, 17:34:44, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8214, loss_cls: 1.6302, loss: 1.6302, grad_norm: 5.7440 2020-10-02 12:59:38,348 - mmaction - INFO - Epoch [50][620/2825] lr: 7.500e-04, eta: 1 day, 17:34:23, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8302, loss_cls: 1.5774, loss: 1.5774, grad_norm: 5.7116 2020-10-02 12:59:58,456 - mmaction - INFO - Epoch [50][640/2825] lr: 7.500e-04, eta: 1 day, 17:34:01, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8148, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.9156 2020-10-02 13:00:20,960 - mmaction - INFO - Epoch [50][660/2825] lr: 7.500e-04, eta: 1 day, 17:33:42, time: 1.125, data_time: 0.003, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8289, loss_cls: 1.6073, loss: 1.6073, grad_norm: 5.8666 2020-10-02 13:00:41,581 - mmaction - INFO - Epoch [50][680/2825] lr: 7.500e-04, eta: 1 day, 17:33:21, time: 1.032, data_time: 0.261, memory: 8353, top1_acc: 0.6000, top5_acc: 0.8188, loss_cls: 1.6959, loss: 1.6959, grad_norm: 5.9143 2020-10-02 13:01:02,434 - mmaction - INFO - Epoch [50][700/2825] lr: 7.500e-04, eta: 1 day, 17:33:00, time: 1.043, data_time: 0.423, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8232, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.9243 2020-10-02 13:01:24,859 - mmaction - INFO - Epoch [50][720/2825] lr: 7.500e-04, eta: 1 day, 17:32:41, time: 1.121, data_time: 0.507, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8242, loss_cls: 1.6384, loss: 1.6384, grad_norm: 5.8891 2020-10-02 13:01:44,112 - mmaction - INFO - Epoch [50][740/2825] lr: 7.500e-04, eta: 1 day, 17:32:18, time: 0.964, data_time: 0.350, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8240, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.8144 2020-10-02 13:02:05,618 - mmaction - INFO - Epoch [50][760/2825] lr: 7.500e-04, eta: 1 day, 17:31:58, time: 1.074, data_time: 0.442, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8305, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.8297 2020-10-02 13:02:25,956 - mmaction - INFO - Epoch [50][780/2825] lr: 7.500e-04, eta: 1 day, 17:31:37, time: 1.017, data_time: 0.389, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8190, loss_cls: 1.6553, loss: 1.6553, grad_norm: 5.9390 2020-10-02 13:02:46,055 - mmaction - INFO - Epoch [50][800/2825] lr: 7.500e-04, eta: 1 day, 17:31:15, time: 1.005, data_time: 0.354, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8083, loss_cls: 1.6929, loss: 1.6929, grad_norm: 5.8799 2020-10-02 13:03:06,827 - mmaction - INFO - Epoch [50][820/2825] lr: 7.500e-04, eta: 1 day, 17:30:54, time: 1.038, data_time: 0.216, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8180, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.8389 2020-10-02 13:03:28,142 - mmaction - INFO - Epoch [50][840/2825] lr: 7.500e-04, eta: 1 day, 17:30:34, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8339, loss_cls: 1.5851, loss: 1.5851, grad_norm: 5.7680 2020-10-02 13:03:49,644 - mmaction - INFO - Epoch [50][860/2825] lr: 7.500e-04, eta: 1 day, 17:30:13, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8143, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.9222 2020-10-02 13:04:08,589 - mmaction - INFO - Epoch [50][880/2825] lr: 7.500e-04, eta: 1 day, 17:29:51, time: 0.947, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8312, loss_cls: 1.5950, loss: 1.5950, grad_norm: 5.6913 2020-10-02 13:04:29,785 - mmaction - INFO - Epoch [50][900/2825] lr: 7.500e-04, eta: 1 day, 17:29:30, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8253, loss_cls: 1.6796, loss: 1.6796, grad_norm: 5.8907 2020-10-02 13:04:51,427 - mmaction - INFO - Epoch [50][920/2825] lr: 7.500e-04, eta: 1 day, 17:29:10, time: 1.082, data_time: 0.013, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8380, loss_cls: 1.5725, loss: 1.5725, grad_norm: 5.8939 2020-10-02 13:05:12,550 - mmaction - INFO - Epoch [50][940/2825] lr: 7.500e-04, eta: 1 day, 17:28:49, time: 1.056, data_time: 0.011, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8234, loss_cls: 1.6330, loss: 1.6330, grad_norm: 5.8023 2020-10-02 13:05:33,032 - mmaction - INFO - Epoch [50][960/2825] lr: 7.500e-04, eta: 1 day, 17:28:28, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6546, loss: 1.6546, grad_norm: 5.9497 2020-10-02 13:05:55,157 - mmaction - INFO - Epoch [50][980/2825] lr: 7.500e-04, eta: 1 day, 17:28:08, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8372, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.6853 2020-10-02 13:06:14,531 - mmaction - INFO - Epoch [50][1000/2825] lr: 7.500e-04, eta: 1 day, 17:27:46, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8234, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.8091 2020-10-02 13:06:35,282 - mmaction - INFO - Epoch [50][1020/2825] lr: 7.500e-04, eta: 1 day, 17:27:25, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8271, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.8532 2020-10-02 13:06:57,019 - mmaction - INFO - Epoch [50][1040/2825] lr: 7.500e-04, eta: 1 day, 17:27:05, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8286, loss_cls: 1.5857, loss: 1.5857, grad_norm: 5.7662 2020-10-02 13:07:17,145 - mmaction - INFO - Epoch [50][1060/2825] lr: 7.500e-04, eta: 1 day, 17:26:43, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8255, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.7320 2020-10-02 13:07:38,723 - mmaction - INFO - Epoch [50][1080/2825] lr: 7.500e-04, eta: 1 day, 17:26:23, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8201, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.8686 2020-10-02 13:07:59,571 - mmaction - INFO - Epoch [50][1100/2825] lr: 7.500e-04, eta: 1 day, 17:26:02, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8289, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.9677 2020-10-02 13:08:18,368 - mmaction - INFO - Epoch [50][1120/2825] lr: 7.500e-04, eta: 1 day, 17:25:40, time: 0.941, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.6126, loss: 1.6126, grad_norm: 5.8708 2020-10-02 13:08:39,437 - mmaction - INFO - Epoch [50][1140/2825] lr: 7.500e-04, eta: 1 day, 17:25:19, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8341, loss_cls: 1.6145, loss: 1.6145, grad_norm: 5.8359 2020-10-02 13:09:00,248 - mmaction - INFO - Epoch [50][1160/2825] lr: 7.500e-04, eta: 1 day, 17:24:58, time: 1.041, data_time: 0.021, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8354, loss_cls: 1.5973, loss: 1.5973, grad_norm: 5.8526 2020-10-02 13:09:20,433 - mmaction - INFO - Epoch [50][1180/2825] lr: 7.500e-04, eta: 1 day, 17:24:36, time: 1.010, data_time: 0.006, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8255, loss_cls: 1.6547, loss: 1.6547, grad_norm: 5.9574 2020-10-02 13:09:40,485 - mmaction - INFO - Epoch [50][1200/2825] lr: 7.500e-04, eta: 1 day, 17:24:15, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8190, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.9800 2020-10-02 13:10:01,360 - mmaction - INFO - Epoch [50][1220/2825] lr: 7.500e-04, eta: 1 day, 17:23:54, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8227, loss_cls: 1.6324, loss: 1.6324, grad_norm: 5.8477 2020-10-02 13:10:21,932 - mmaction - INFO - Epoch [50][1240/2825] lr: 7.500e-04, eta: 1 day, 17:23:33, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8190, loss_cls: 1.6525, loss: 1.6525, grad_norm: 5.8302 2020-10-02 13:10:43,152 - mmaction - INFO - Epoch [50][1260/2825] lr: 7.500e-04, eta: 1 day, 17:23:12, time: 1.061, data_time: 0.007, memory: 8353, top1_acc: 0.6096, top5_acc: 0.8174, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.8277 2020-10-02 13:11:04,587 - mmaction - INFO - Epoch [50][1280/2825] lr: 7.500e-04, eta: 1 day, 17:22:52, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8313, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.8098 2020-10-02 13:11:25,821 - mmaction - INFO - Epoch [50][1300/2825] lr: 7.500e-04, eta: 1 day, 17:22:31, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8245, loss_cls: 1.6448, loss: 1.6448, grad_norm: 5.9089 2020-10-02 13:11:45,640 - mmaction - INFO - Epoch [50][1320/2825] lr: 7.500e-04, eta: 1 day, 17:22:09, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8203, loss_cls: 1.6443, loss: 1.6443, grad_norm: 5.8671 2020-10-02 13:12:06,259 - mmaction - INFO - Epoch [50][1340/2825] lr: 7.500e-04, eta: 1 day, 17:21:48, time: 1.031, data_time: 0.127, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8289, loss_cls: 1.6733, loss: 1.6733, grad_norm: 5.8904 2020-10-02 13:12:26,576 - mmaction - INFO - Epoch [50][1360/2825] lr: 7.500e-04, eta: 1 day, 17:21:27, time: 1.016, data_time: 0.219, memory: 8353, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.8753 2020-10-02 13:12:46,955 - mmaction - INFO - Epoch [50][1380/2825] lr: 7.500e-04, eta: 1 day, 17:21:06, time: 1.019, data_time: 0.076, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8211, loss_cls: 1.6514, loss: 1.6514, grad_norm: 5.8244 2020-10-02 13:13:08,518 - mmaction - INFO - Epoch [50][1400/2825] lr: 7.500e-04, eta: 1 day, 17:20:45, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.5995, top5_acc: 0.8182, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.9775 2020-10-02 13:13:28,477 - mmaction - INFO - Epoch [50][1420/2825] lr: 7.500e-04, eta: 1 day, 17:20:24, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8234, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.7013 2020-10-02 13:13:48,572 - mmaction - INFO - Epoch [50][1440/2825] lr: 7.500e-04, eta: 1 day, 17:20:02, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8271, loss_cls: 1.6310, loss: 1.6310, grad_norm: 5.8799 2020-10-02 13:14:09,487 - mmaction - INFO - Epoch [50][1460/2825] lr: 7.500e-04, eta: 1 day, 17:19:41, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8276, loss_cls: 1.6388, loss: 1.6388, grad_norm: 5.8730 2020-10-02 13:14:31,642 - mmaction - INFO - Epoch [50][1480/2825] lr: 7.500e-04, eta: 1 day, 17:19:22, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8268, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.7854 2020-10-02 13:14:52,092 - mmaction - INFO - Epoch [50][1500/2825] lr: 7.500e-04, eta: 1 day, 17:19:00, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8229, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.9198 2020-10-02 13:15:14,203 - mmaction - INFO - Epoch [50][1520/2825] lr: 7.500e-04, eta: 1 day, 17:18:41, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8229, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.8383 2020-10-02 13:15:34,659 - mmaction - INFO - Epoch [50][1540/2825] lr: 7.500e-04, eta: 1 day, 17:18:19, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8284, loss_cls: 1.6090, loss: 1.6090, grad_norm: 5.7253 2020-10-02 13:15:53,723 - mmaction - INFO - Epoch [50][1560/2825] lr: 7.500e-04, eta: 1 day, 17:17:57, time: 0.954, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8237, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.9371 2020-10-02 13:16:14,560 - mmaction - INFO - Epoch [50][1580/2825] lr: 7.500e-04, eta: 1 day, 17:17:36, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8276, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.8959 2020-10-02 13:16:36,632 - mmaction - INFO - Epoch [50][1600/2825] lr: 7.500e-04, eta: 1 day, 17:17:16, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8250, loss_cls: 1.6468, loss: 1.6468, grad_norm: 5.9176 2020-10-02 13:16:56,677 - mmaction - INFO - Epoch [50][1620/2825] lr: 7.500e-04, eta: 1 day, 17:16:54, time: 1.002, data_time: 0.030, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.6143, loss: 1.6143, grad_norm: 5.8686 2020-10-02 13:17:17,492 - mmaction - INFO - Epoch [50][1640/2825] lr: 7.500e-04, eta: 1 day, 17:16:34, time: 1.042, data_time: 0.249, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8167, loss_cls: 1.6528, loss: 1.6528, grad_norm: 5.8033 2020-10-02 13:17:37,392 - mmaction - INFO - Epoch [50][1660/2825] lr: 7.500e-04, eta: 1 day, 17:16:12, time: 0.995, data_time: 0.245, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.9279 2020-10-02 13:17:58,453 - mmaction - INFO - Epoch [50][1680/2825] lr: 7.500e-04, eta: 1 day, 17:15:51, time: 1.052, data_time: 0.047, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8143, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.8723 2020-10-02 13:18:19,553 - mmaction - INFO - Epoch [50][1700/2825] lr: 7.500e-04, eta: 1 day, 17:15:30, time: 1.056, data_time: 0.290, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8188, loss_cls: 1.6515, loss: 1.6515, grad_norm: 5.7227 2020-10-02 13:18:40,679 - mmaction - INFO - Epoch [50][1720/2825] lr: 7.500e-04, eta: 1 day, 17:15:10, time: 1.056, data_time: 0.037, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8208, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.9284 2020-10-02 13:19:00,682 - mmaction - INFO - Epoch [50][1740/2825] lr: 7.500e-04, eta: 1 day, 17:14:48, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8109, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.9610 2020-10-02 13:19:23,161 - mmaction - INFO - Epoch [50][1760/2825] lr: 7.500e-04, eta: 1 day, 17:14:29, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8336, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.9686 2020-10-02 13:19:43,766 - mmaction - INFO - Epoch [50][1780/2825] lr: 7.500e-04, eta: 1 day, 17:14:08, time: 1.031, data_time: 0.025, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8302, loss_cls: 1.5799, loss: 1.5799, grad_norm: 5.7896 2020-10-02 13:20:04,558 - mmaction - INFO - Epoch [50][1800/2825] lr: 7.500e-04, eta: 1 day, 17:13:47, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8326, loss_cls: 1.5964, loss: 1.5964, grad_norm: 5.7883 2020-10-02 13:20:25,641 - mmaction - INFO - Epoch [50][1820/2825] lr: 7.500e-04, eta: 1 day, 17:13:26, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8224, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.8630 2020-10-02 13:20:46,676 - mmaction - INFO - Epoch [50][1840/2825] lr: 7.500e-04, eta: 1 day, 17:13:05, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8242, loss_cls: 1.6275, loss: 1.6275, grad_norm: 5.7132 2020-10-02 13:21:07,420 - mmaction - INFO - Epoch [50][1860/2825] lr: 7.500e-04, eta: 1 day, 17:12:44, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.8998 2020-10-02 13:21:27,108 - mmaction - INFO - Epoch [50][1880/2825] lr: 7.500e-04, eta: 1 day, 17:12:22, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8208, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.8590 2020-10-02 13:21:48,531 - mmaction - INFO - Epoch [50][1900/2825] lr: 7.500e-04, eta: 1 day, 17:12:02, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6063, top5_acc: 0.8138, loss_cls: 1.6835, loss: 1.6835, grad_norm: 5.9342 2020-10-02 13:22:08,981 - mmaction - INFO - Epoch [50][1920/2825] lr: 7.500e-04, eta: 1 day, 17:11:41, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8232, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.8566 2020-10-02 13:22:29,462 - mmaction - INFO - Epoch [50][1940/2825] lr: 7.500e-04, eta: 1 day, 17:11:20, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8292, loss_cls: 1.6302, loss: 1.6302, grad_norm: 5.9355 2020-10-02 13:22:50,522 - mmaction - INFO - Epoch [50][1960/2825] lr: 7.500e-04, eta: 1 day, 17:10:59, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8229, loss_cls: 1.6383, loss: 1.6383, grad_norm: 5.7852 2020-10-02 13:23:12,116 - mmaction - INFO - Epoch [50][1980/2825] lr: 7.500e-04, eta: 1 day, 17:10:39, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8250, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.9019 2020-10-02 13:23:33,459 - mmaction - INFO - Epoch [50][2000/2825] lr: 7.500e-04, eta: 1 day, 17:10:18, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8247, loss_cls: 1.6292, loss: 1.6292, grad_norm: 5.8348 2020-10-02 13:23:53,668 - mmaction - INFO - Epoch [50][2020/2825] lr: 7.500e-04, eta: 1 day, 17:09:57, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.9487 2020-10-02 13:24:13,594 - mmaction - INFO - Epoch [50][2040/2825] lr: 7.500e-04, eta: 1 day, 17:09:35, time: 0.997, data_time: 0.003, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8164, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.9491 2020-10-02 13:24:34,409 - mmaction - INFO - Epoch [50][2060/2825] lr: 7.500e-04, eta: 1 day, 17:09:14, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8339, loss_cls: 1.6301, loss: 1.6301, grad_norm: 5.9163 2020-10-02 13:24:55,565 - mmaction - INFO - Epoch [50][2080/2825] lr: 7.500e-04, eta: 1 day, 17:08:54, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8159, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.9908 2020-10-02 13:25:15,700 - mmaction - INFO - Epoch [50][2100/2825] lr: 7.500e-04, eta: 1 day, 17:08:32, time: 1.008, data_time: 0.003, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8237, loss_cls: 1.6369, loss: 1.6369, grad_norm: 5.9208 2020-10-02 13:25:37,109 - mmaction - INFO - Epoch [50][2120/2825] lr: 7.500e-04, eta: 1 day, 17:08:12, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8354, loss_cls: 1.6006, loss: 1.6006, grad_norm: 5.9661 2020-10-02 13:25:58,036 - mmaction - INFO - Epoch [50][2140/2825] lr: 7.500e-04, eta: 1 day, 17:07:51, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8182, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.9275 2020-10-02 13:26:18,523 - mmaction - INFO - Epoch [50][2160/2825] lr: 7.500e-04, eta: 1 day, 17:07:30, time: 1.025, data_time: 0.004, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8284, loss_cls: 1.6161, loss: 1.6161, grad_norm: 5.8797 2020-10-02 13:26:38,522 - mmaction - INFO - Epoch [50][2180/2825] lr: 7.500e-04, eta: 1 day, 17:07:08, time: 1.000, data_time: 0.116, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8318, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.8086 2020-10-02 13:27:00,176 - mmaction - INFO - Epoch [50][2200/2825] lr: 7.500e-04, eta: 1 day, 17:06:48, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5812, loss: 1.5812, grad_norm: 5.7147 2020-10-02 13:27:19,999 - mmaction - INFO - Epoch [50][2220/2825] lr: 7.500e-04, eta: 1 day, 17:06:26, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8315, loss_cls: 1.6295, loss: 1.6295, grad_norm: 5.8231 2020-10-02 13:27:39,784 - mmaction - INFO - Epoch [50][2240/2825] lr: 7.500e-04, eta: 1 day, 17:06:04, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8273, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.8336 2020-10-02 13:28:01,954 - mmaction - INFO - Epoch [50][2260/2825] lr: 7.500e-04, eta: 1 day, 17:05:44, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.6287, loss: 1.6287, grad_norm: 5.8900 2020-10-02 13:28:22,242 - mmaction - INFO - Epoch [50][2280/2825] lr: 7.500e-04, eta: 1 day, 17:05:23, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8154, loss_cls: 1.6717, loss: 1.6717, grad_norm: 6.0091 2020-10-02 13:28:42,403 - mmaction - INFO - Epoch [50][2300/2825] lr: 7.500e-04, eta: 1 day, 17:05:01, time: 1.008, data_time: 0.193, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8182, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.9313 2020-10-02 13:29:02,901 - mmaction - INFO - Epoch [50][2320/2825] lr: 7.500e-04, eta: 1 day, 17:04:40, time: 1.025, data_time: 0.095, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8177, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.9306 2020-10-02 13:29:24,107 - mmaction - INFO - Epoch [50][2340/2825] lr: 7.500e-04, eta: 1 day, 17:04:20, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8214, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.9009 2020-10-02 13:29:43,446 - mmaction - INFO - Epoch [50][2360/2825] lr: 7.500e-04, eta: 1 day, 17:03:57, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8120, loss_cls: 1.6923, loss: 1.6923, grad_norm: 6.0311 2020-10-02 13:30:03,910 - mmaction - INFO - Epoch [50][2380/2825] lr: 7.500e-04, eta: 1 day, 17:03:36, time: 1.022, data_time: 0.076, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8148, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.9446 2020-10-02 13:30:25,466 - mmaction - INFO - Epoch [50][2400/2825] lr: 7.500e-04, eta: 1 day, 17:03:16, time: 1.078, data_time: 0.190, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8299, loss_cls: 1.6166, loss: 1.6166, grad_norm: 5.9386 2020-10-02 13:30:46,379 - mmaction - INFO - Epoch [50][2420/2825] lr: 7.500e-04, eta: 1 day, 17:02:55, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8138, loss_cls: 1.6589, loss: 1.6589, grad_norm: 5.9238 2020-10-02 13:31:08,330 - mmaction - INFO - Epoch [50][2440/2825] lr: 7.500e-04, eta: 1 day, 17:02:35, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8266, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.9221 2020-10-02 13:31:28,378 - mmaction - INFO - Epoch [50][2460/2825] lr: 7.500e-04, eta: 1 day, 17:02:14, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8180, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.9873 2020-10-02 13:31:48,923 - mmaction - INFO - Epoch [50][2480/2825] lr: 7.500e-04, eta: 1 day, 17:01:52, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8214, loss_cls: 1.6555, loss: 1.6555, grad_norm: 5.8171 2020-10-02 13:32:09,821 - mmaction - INFO - Epoch [50][2500/2825] lr: 7.500e-04, eta: 1 day, 17:01:31, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8216, loss_cls: 1.6767, loss: 1.6767, grad_norm: 5.8949 2020-10-02 13:32:29,520 - mmaction - INFO - Epoch [50][2520/2825] lr: 7.500e-04, eta: 1 day, 17:01:09, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8276, loss_cls: 1.6381, loss: 1.6381, grad_norm: 5.8532 2020-10-02 13:32:50,084 - mmaction - INFO - Epoch [50][2540/2825] lr: 7.500e-04, eta: 1 day, 17:00:48, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8214, loss_cls: 1.6374, loss: 1.6374, grad_norm: 5.7786 2020-10-02 13:33:11,372 - mmaction - INFO - Epoch [50][2560/2825] lr: 7.500e-04, eta: 1 day, 17:00:28, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8336, loss_cls: 1.5967, loss: 1.5967, grad_norm: 5.8630 2020-10-02 13:33:31,211 - mmaction - INFO - Epoch [50][2580/2825] lr: 7.500e-04, eta: 1 day, 17:00:06, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8315, loss_cls: 1.6195, loss: 1.6195, grad_norm: 5.7524 2020-10-02 13:33:51,650 - mmaction - INFO - Epoch [50][2600/2825] lr: 7.500e-04, eta: 1 day, 16:59:45, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8310, loss_cls: 1.6206, loss: 1.6206, grad_norm: 5.8428 2020-10-02 13:34:13,822 - mmaction - INFO - Epoch [50][2620/2825] lr: 7.500e-04, eta: 1 day, 16:59:25, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8286, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.9338 2020-10-02 13:34:34,024 - mmaction - INFO - Epoch [50][2640/2825] lr: 7.500e-04, eta: 1 day, 16:59:04, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8354, loss_cls: 1.6073, loss: 1.6073, grad_norm: 5.9726 2020-10-02 13:34:54,800 - mmaction - INFO - Epoch [50][2660/2825] lr: 7.500e-04, eta: 1 day, 16:58:43, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8143, loss_cls: 1.7119, loss: 1.7119, grad_norm: 6.0036 2020-10-02 13:35:15,520 - mmaction - INFO - Epoch [50][2680/2825] lr: 7.500e-04, eta: 1 day, 16:58:22, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8161, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.8983 2020-10-02 13:35:36,194 - mmaction - INFO - Epoch [50][2700/2825] lr: 7.500e-04, eta: 1 day, 16:58:01, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8042, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.9275 2020-10-02 13:35:56,020 - mmaction - INFO - Epoch [50][2720/2825] lr: 7.500e-04, eta: 1 day, 16:57:39, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.5964, top5_acc: 0.8148, loss_cls: 1.7096, loss: 1.7096, grad_norm: 6.0779 2020-10-02 13:36:17,768 - mmaction - INFO - Epoch [50][2740/2825] lr: 7.500e-04, eta: 1 day, 16:57:19, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8159, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.9243 2020-10-02 13:36:37,873 - mmaction - INFO - Epoch [50][2760/2825] lr: 7.500e-04, eta: 1 day, 16:56:57, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8159, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.9735 2020-10-02 13:36:58,814 - mmaction - INFO - Epoch [50][2780/2825] lr: 7.500e-04, eta: 1 day, 16:56:36, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8216, loss_cls: 1.6364, loss: 1.6364, grad_norm: 5.8363 2020-10-02 13:37:19,345 - mmaction - INFO - Epoch [50][2800/2825] lr: 7.500e-04, eta: 1 day, 16:56:15, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8203, loss_cls: 1.6776, loss: 1.6776, grad_norm: 5.9045 2020-10-02 13:37:39,873 - mmaction - INFO - Epoch [50][2820/2825] lr: 7.500e-04, eta: 1 day, 16:55:54, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8167, loss_cls: 1.6662, loss: 1.6662, grad_norm: 5.9996 2020-10-02 13:37:46,266 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-10-02 13:41:16,638 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 13:41:18,983 - mmaction - INFO - top1_acc 0.5839 top5_acc 0.8104 2020-10-02 13:41:18,984 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 13:41:19,207 - mmaction - INFO - mean_acc 0.5838 2020-10-02 13:41:19,207 - mmaction - INFO - Now best checkpoint is epoch_50.pth 2020-10-02 13:41:19,226 - mmaction - INFO - Epoch(val) [50][2825] top1_acc: 0.5839, top5_acc: 0.8104, mean_class_accuracy: 0.5838 2020-10-02 13:42:00,460 - mmaction - INFO - Epoch [51][20/2825] lr: 7.500e-04, eta: 1 day, 16:55:43, time: 2.061, data_time: 1.066, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8203, loss_cls: 1.6292, loss: 1.6292, grad_norm: 5.8418 2020-10-02 13:42:21,169 - mmaction - INFO - Epoch [51][40/2825] lr: 7.500e-04, eta: 1 day, 16:55:22, time: 1.036, data_time: 0.037, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8286, loss_cls: 1.6010, loss: 1.6010, grad_norm: 5.9603 2020-10-02 13:42:41,772 - mmaction - INFO - Epoch [51][60/2825] lr: 7.500e-04, eta: 1 day, 16:55:01, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8214, loss_cls: 1.6520, loss: 1.6520, grad_norm: 5.8965 2020-10-02 13:43:03,061 - mmaction - INFO - Epoch [51][80/2825] lr: 7.500e-04, eta: 1 day, 16:54:40, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8203, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.8775 2020-10-02 13:43:24,649 - mmaction - INFO - Epoch [51][100/2825] lr: 7.500e-04, eta: 1 day, 16:54:20, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8240, loss_cls: 1.6082, loss: 1.6082, grad_norm: 5.9798 2020-10-02 13:43:43,674 - mmaction - INFO - Epoch [51][120/2825] lr: 7.500e-04, eta: 1 day, 16:53:57, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8247, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.9278 2020-10-02 13:44:04,906 - mmaction - INFO - Epoch [51][140/2825] lr: 7.500e-04, eta: 1 day, 16:53:37, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8247, loss_cls: 1.6660, loss: 1.6660, grad_norm: 5.9083 2020-10-02 13:44:25,677 - mmaction - INFO - Epoch [51][160/2825] lr: 7.500e-04, eta: 1 day, 16:53:16, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8214, loss_cls: 1.6492, loss: 1.6492, grad_norm: 5.8656 2020-10-02 13:44:46,620 - mmaction - INFO - Epoch [51][180/2825] lr: 7.500e-04, eta: 1 day, 16:52:55, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8279, loss_cls: 1.6203, loss: 1.6203, grad_norm: 5.7122 2020-10-02 13:45:06,659 - mmaction - INFO - Epoch [51][200/2825] lr: 7.500e-04, eta: 1 day, 16:52:34, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8193, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.8293 2020-10-02 13:45:27,663 - mmaction - INFO - Epoch [51][220/2825] lr: 7.500e-04, eta: 1 day, 16:52:13, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8378, loss_cls: 1.5708, loss: 1.5708, grad_norm: 5.8275 2020-10-02 13:45:48,490 - mmaction - INFO - Epoch [51][240/2825] lr: 7.500e-04, eta: 1 day, 16:51:52, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8370, loss_cls: 1.5664, loss: 1.5664, grad_norm: 5.7416 2020-10-02 13:46:09,738 - mmaction - INFO - Epoch [51][260/2825] lr: 7.500e-04, eta: 1 day, 16:51:31, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8258, loss_cls: 1.6174, loss: 1.6174, grad_norm: 5.8150 2020-10-02 13:46:30,233 - mmaction - INFO - Epoch [51][280/2825] lr: 7.500e-04, eta: 1 day, 16:51:10, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8328, loss_cls: 1.5638, loss: 1.5638, grad_norm: 5.7379 2020-10-02 13:46:51,522 - mmaction - INFO - Epoch [51][300/2825] lr: 7.500e-04, eta: 1 day, 16:50:50, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8279, loss_cls: 1.6202, loss: 1.6202, grad_norm: 5.7971 2020-10-02 13:47:11,660 - mmaction - INFO - Epoch [51][320/2825] lr: 7.500e-04, eta: 1 day, 16:50:28, time: 1.006, data_time: 0.004, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8240, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.8918 2020-10-02 13:47:31,641 - mmaction - INFO - Epoch [51][340/2825] lr: 7.500e-04, eta: 1 day, 16:50:06, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8247, loss_cls: 1.5913, loss: 1.5913, grad_norm: 5.7226 2020-10-02 13:47:52,460 - mmaction - INFO - Epoch [51][360/2825] lr: 7.500e-04, eta: 1 day, 16:49:46, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8318, loss_cls: 1.5954, loss: 1.5954, grad_norm: 5.8477 2020-10-02 13:48:13,558 - mmaction - INFO - Epoch [51][380/2825] lr: 7.500e-04, eta: 1 day, 16:49:25, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8292, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.8024 2020-10-02 13:48:33,734 - mmaction - INFO - Epoch [51][400/2825] lr: 7.500e-04, eta: 1 day, 16:49:03, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8208, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.9176 2020-10-02 13:48:55,037 - mmaction - INFO - Epoch [51][420/2825] lr: 7.500e-04, eta: 1 day, 16:48:43, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8250, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.9107 2020-10-02 13:49:14,227 - mmaction - INFO - Epoch [51][440/2825] lr: 7.500e-04, eta: 1 day, 16:48:20, time: 0.959, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8182, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.9827 2020-10-02 13:49:36,015 - mmaction - INFO - Epoch [51][460/2825] lr: 7.500e-04, eta: 1 day, 16:48:00, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8214, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.7660 2020-10-02 13:49:55,616 - mmaction - INFO - Epoch [51][480/2825] lr: 7.500e-04, eta: 1 day, 16:47:38, time: 0.979, data_time: 0.001, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8331, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.8182 2020-10-02 13:50:16,530 - mmaction - INFO - Epoch [51][500/2825] lr: 7.500e-04, eta: 1 day, 16:47:17, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6073, top5_acc: 0.8190, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.9475 2020-10-02 13:50:37,469 - mmaction - INFO - Epoch [51][520/2825] lr: 7.500e-04, eta: 1 day, 16:46:57, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8224, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.9346 2020-10-02 13:50:57,970 - mmaction - INFO - Epoch [51][540/2825] lr: 7.500e-04, eta: 1 day, 16:46:35, time: 1.024, data_time: 0.014, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8315, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.7949 2020-10-02 13:51:18,813 - mmaction - INFO - Epoch [51][560/2825] lr: 7.500e-04, eta: 1 day, 16:46:15, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8190, loss_cls: 1.6789, loss: 1.6789, grad_norm: 6.0263 2020-10-02 13:51:40,071 - mmaction - INFO - Epoch [51][580/2825] lr: 7.500e-04, eta: 1 day, 16:45:54, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8201, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.7778 2020-10-02 13:52:01,020 - mmaction - INFO - Epoch [51][600/2825] lr: 7.500e-04, eta: 1 day, 16:45:33, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8331, loss_cls: 1.5630, loss: 1.5630, grad_norm: 5.7311 2020-10-02 13:52:21,283 - mmaction - INFO - Epoch [51][620/2825] lr: 7.500e-04, eta: 1 day, 16:45:12, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8240, loss_cls: 1.6455, loss: 1.6455, grad_norm: 5.8063 2020-10-02 13:52:42,228 - mmaction - INFO - Epoch [51][640/2825] lr: 7.500e-04, eta: 1 day, 16:44:51, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8182, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.9926 2020-10-02 13:53:03,133 - mmaction - INFO - Epoch [51][660/2825] lr: 7.500e-04, eta: 1 day, 16:44:30, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8240, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.8966 2020-10-02 13:53:23,815 - mmaction - INFO - Epoch [51][680/2825] lr: 7.500e-04, eta: 1 day, 16:44:09, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8273, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.9406 2020-10-02 13:53:43,615 - mmaction - INFO - Epoch [51][700/2825] lr: 7.500e-04, eta: 1 day, 16:43:47, time: 0.991, data_time: 0.054, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8299, loss_cls: 1.6003, loss: 1.6003, grad_norm: 5.8488 2020-10-02 13:54:04,893 - mmaction - INFO - Epoch [51][720/2825] lr: 7.500e-04, eta: 1 day, 16:43:27, time: 1.064, data_time: 0.295, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8247, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.7718 2020-10-02 13:54:25,536 - mmaction - INFO - Epoch [51][740/2825] lr: 7.500e-04, eta: 1 day, 16:43:06, time: 1.033, data_time: 0.243, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8313, loss_cls: 1.5679, loss: 1.5679, grad_norm: 5.6859 2020-10-02 13:54:47,303 - mmaction - INFO - Epoch [51][760/2825] lr: 7.500e-04, eta: 1 day, 16:42:46, time: 1.088, data_time: 0.110, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8112, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.8803 2020-10-02 13:55:07,970 - mmaction - INFO - Epoch [51][780/2825] lr: 7.500e-04, eta: 1 day, 16:42:25, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8253, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.8774 2020-10-02 13:55:29,201 - mmaction - INFO - Epoch [51][800/2825] lr: 7.500e-04, eta: 1 day, 16:42:04, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8266, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.8037 2020-10-02 13:55:48,644 - mmaction - INFO - Epoch [51][820/2825] lr: 7.500e-04, eta: 1 day, 16:41:42, time: 0.971, data_time: 0.021, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8253, loss_cls: 1.6297, loss: 1.6297, grad_norm: 5.8562 2020-10-02 13:56:10,397 - mmaction - INFO - Epoch [51][840/2825] lr: 7.500e-04, eta: 1 day, 16:41:22, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8331, loss_cls: 1.5992, loss: 1.5992, grad_norm: 5.9089 2020-10-02 13:56:31,128 - mmaction - INFO - Epoch [51][860/2825] lr: 7.500e-04, eta: 1 day, 16:41:01, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8247, loss_cls: 1.6658, loss: 1.6658, grad_norm: 6.1148 2020-10-02 13:56:52,918 - mmaction - INFO - Epoch [51][880/2825] lr: 7.500e-04, eta: 1 day, 16:40:41, time: 1.090, data_time: 0.003, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8302, loss_cls: 1.6034, loss: 1.6034, grad_norm: 5.7814 2020-10-02 13:57:13,979 - mmaction - INFO - Epoch [51][900/2825] lr: 7.500e-04, eta: 1 day, 16:40:20, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8305, loss_cls: 1.6309, loss: 1.6309, grad_norm: 5.9041 2020-10-02 13:57:33,628 - mmaction - INFO - Epoch [51][920/2825] lr: 7.500e-04, eta: 1 day, 16:39:58, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8310, loss_cls: 1.6073, loss: 1.6073, grad_norm: 5.9623 2020-10-02 13:57:54,423 - mmaction - INFO - Epoch [51][940/2825] lr: 7.500e-04, eta: 1 day, 16:39:37, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8279, loss_cls: 1.5884, loss: 1.5884, grad_norm: 5.7695 2020-10-02 13:58:15,484 - mmaction - INFO - Epoch [51][960/2825] lr: 7.500e-04, eta: 1 day, 16:39:17, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8219, loss_cls: 1.6534, loss: 1.6534, grad_norm: 6.0034 2020-10-02 13:58:35,672 - mmaction - INFO - Epoch [51][980/2825] lr: 7.500e-04, eta: 1 day, 16:38:55, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8286, loss_cls: 1.6120, loss: 1.6120, grad_norm: 5.7846 2020-10-02 13:58:57,071 - mmaction - INFO - Epoch [51][1000/2825] lr: 7.500e-04, eta: 1 day, 16:38:35, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8154, loss_cls: 1.6709, loss: 1.6709, grad_norm: 6.0284 2020-10-02 13:59:17,018 - mmaction - INFO - Epoch [51][1020/2825] lr: 7.500e-04, eta: 1 day, 16:38:13, time: 0.996, data_time: 0.012, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8294, loss_cls: 1.6183, loss: 1.6183, grad_norm: 5.9735 2020-10-02 13:59:37,618 - mmaction - INFO - Epoch [51][1040/2825] lr: 7.500e-04, eta: 1 day, 16:37:52, time: 1.031, data_time: 0.078, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8185, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.9553 2020-10-02 13:59:58,608 - mmaction - INFO - Epoch [51][1060/2825] lr: 7.500e-04, eta: 1 day, 16:37:31, time: 1.050, data_time: 0.296, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8365, loss_cls: 1.5730, loss: 1.5730, grad_norm: 5.8212 2020-10-02 14:00:21,108 - mmaction - INFO - Epoch [51][1080/2825] lr: 7.500e-04, eta: 1 day, 16:37:12, time: 1.125, data_time: 0.260, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8229, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.8919 2020-10-02 14:00:42,319 - mmaction - INFO - Epoch [51][1100/2825] lr: 7.500e-04, eta: 1 day, 16:36:51, time: 1.059, data_time: 0.070, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8221, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.9051 2020-10-02 14:01:02,022 - mmaction - INFO - Epoch [51][1120/2825] lr: 7.500e-04, eta: 1 day, 16:36:29, time: 0.985, data_time: 0.003, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8341, loss_cls: 1.5947, loss: 1.5947, grad_norm: 5.8293 2020-10-02 14:01:23,224 - mmaction - INFO - Epoch [51][1140/2825] lr: 7.500e-04, eta: 1 day, 16:36:09, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8245, loss_cls: 1.6294, loss: 1.6294, grad_norm: 5.8820 2020-10-02 14:01:43,099 - mmaction - INFO - Epoch [51][1160/2825] lr: 7.500e-04, eta: 1 day, 16:35:47, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8258, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.8949 2020-10-02 14:02:04,198 - mmaction - INFO - Epoch [51][1180/2825] lr: 7.500e-04, eta: 1 day, 16:35:26, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8177, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.9575 2020-10-02 14:02:24,573 - mmaction - INFO - Epoch [51][1200/2825] lr: 7.500e-04, eta: 1 day, 16:35:05, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.6422, loss: 1.6422, grad_norm: 6.0278 2020-10-02 14:02:45,137 - mmaction - INFO - Epoch [51][1220/2825] lr: 7.500e-04, eta: 1 day, 16:34:44, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8203, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.9406 2020-10-02 14:03:05,811 - mmaction - INFO - Epoch [51][1240/2825] lr: 7.500e-04, eta: 1 day, 16:34:23, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8271, loss_cls: 1.6151, loss: 1.6151, grad_norm: 5.8241 2020-10-02 14:03:27,091 - mmaction - INFO - Epoch [51][1260/2825] lr: 7.500e-04, eta: 1 day, 16:34:02, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8203, loss_cls: 1.6233, loss: 1.6233, grad_norm: 5.8398 2020-10-02 14:03:47,729 - mmaction - INFO - Epoch [51][1280/2825] lr: 7.500e-04, eta: 1 day, 16:33:41, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8172, loss_cls: 1.6698, loss: 1.6698, grad_norm: 5.9542 2020-10-02 14:04:08,589 - mmaction - INFO - Epoch [51][1300/2825] lr: 7.500e-04, eta: 1 day, 16:33:20, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8203, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.9793 2020-10-02 14:04:29,585 - mmaction - INFO - Epoch [51][1320/2825] lr: 7.500e-04, eta: 1 day, 16:33:00, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8307, loss_cls: 1.6153, loss: 1.6153, grad_norm: 5.8998 2020-10-02 14:04:50,248 - mmaction - INFO - Epoch [51][1340/2825] lr: 7.500e-04, eta: 1 day, 16:32:39, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8318, loss_cls: 1.5929, loss: 1.5929, grad_norm: 5.8229 2020-10-02 14:05:12,646 - mmaction - INFO - Epoch [51][1360/2825] lr: 7.500e-04, eta: 1 day, 16:32:19, time: 1.119, data_time: 0.001, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8211, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.8224 2020-10-02 14:05:32,996 - mmaction - INFO - Epoch [51][1380/2825] lr: 7.500e-04, eta: 1 day, 16:31:58, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8211, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.9334 2020-10-02 14:05:52,820 - mmaction - INFO - Epoch [51][1400/2825] lr: 7.500e-04, eta: 1 day, 16:31:36, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8250, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.8759 2020-10-02 14:06:13,952 - mmaction - INFO - Epoch [51][1420/2825] lr: 7.500e-04, eta: 1 day, 16:31:15, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8336, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.9231 2020-10-02 14:06:35,004 - mmaction - INFO - Epoch [51][1440/2825] lr: 7.500e-04, eta: 1 day, 16:30:55, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6018, top5_acc: 0.8076, loss_cls: 1.7278, loss: 1.7278, grad_norm: 6.1167 2020-10-02 14:06:56,047 - mmaction - INFO - Epoch [51][1460/2825] lr: 7.500e-04, eta: 1 day, 16:30:34, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8279, loss_cls: 1.5988, loss: 1.5988, grad_norm: 5.8260 2020-10-02 14:07:14,772 - mmaction - INFO - Epoch [51][1480/2825] lr: 7.500e-04, eta: 1 day, 16:30:11, time: 0.935, data_time: 0.002, memory: 8353, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.7201, loss: 1.7201, grad_norm: 6.0873 2020-10-02 14:07:36,491 - mmaction - INFO - Epoch [51][1500/2825] lr: 7.500e-04, eta: 1 day, 16:29:51, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8271, loss_cls: 1.5893, loss: 1.5893, grad_norm: 5.8011 2020-10-02 14:07:56,647 - mmaction - INFO - Epoch [51][1520/2825] lr: 7.500e-04, eta: 1 day, 16:29:29, time: 1.008, data_time: 0.093, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8344, loss_cls: 1.5801, loss: 1.5801, grad_norm: 5.8616 2020-10-02 14:08:18,113 - mmaction - INFO - Epoch [51][1540/2825] lr: 7.500e-04, eta: 1 day, 16:29:09, time: 1.072, data_time: 0.376, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8203, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.9489 2020-10-02 14:08:38,706 - mmaction - INFO - Epoch [51][1560/2825] lr: 7.500e-04, eta: 1 day, 16:28:48, time: 1.031, data_time: 0.221, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8214, loss_cls: 1.6485, loss: 1.6485, grad_norm: 6.0674 2020-10-02 14:08:59,112 - mmaction - INFO - Epoch [51][1580/2825] lr: 7.500e-04, eta: 1 day, 16:28:27, time: 1.019, data_time: 0.074, memory: 8353, top1_acc: 0.6060, top5_acc: 0.8193, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.9630 2020-10-02 14:09:18,703 - mmaction - INFO - Epoch [51][1600/2825] lr: 7.500e-04, eta: 1 day, 16:28:05, time: 0.980, data_time: 0.115, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8276, loss_cls: 1.6255, loss: 1.6255, grad_norm: 5.9931 2020-10-02 14:09:39,834 - mmaction - INFO - Epoch [51][1620/2825] lr: 7.500e-04, eta: 1 day, 16:27:44, time: 1.058, data_time: 0.184, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8346, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.8776 2020-10-02 14:10:00,884 - mmaction - INFO - Epoch [51][1640/2825] lr: 7.500e-04, eta: 1 day, 16:27:23, time: 1.052, data_time: 0.077, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8240, loss_cls: 1.6195, loss: 1.6195, grad_norm: 5.8293 2020-10-02 14:10:21,496 - mmaction - INFO - Epoch [51][1660/2825] lr: 7.500e-04, eta: 1 day, 16:27:02, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8224, loss_cls: 1.6420, loss: 1.6420, grad_norm: 5.8836 2020-10-02 14:10:42,571 - mmaction - INFO - Epoch [51][1680/2825] lr: 7.500e-04, eta: 1 day, 16:26:42, time: 1.054, data_time: 0.122, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8188, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.9985 2020-10-02 14:11:03,428 - mmaction - INFO - Epoch [51][1700/2825] lr: 7.500e-04, eta: 1 day, 16:26:21, time: 1.043, data_time: 0.325, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8336, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.8625 2020-10-02 14:11:23,826 - mmaction - INFO - Epoch [51][1720/2825] lr: 7.500e-04, eta: 1 day, 16:25:59, time: 1.020, data_time: 0.263, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8292, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.8908 2020-10-02 14:11:44,379 - mmaction - INFO - Epoch [51][1740/2825] lr: 7.500e-04, eta: 1 day, 16:25:38, time: 1.027, data_time: 0.347, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8289, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.8852 2020-10-02 14:12:05,012 - mmaction - INFO - Epoch [51][1760/2825] lr: 7.500e-04, eta: 1 day, 16:25:17, time: 1.033, data_time: 0.033, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8250, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.9183 2020-10-02 14:12:25,837 - mmaction - INFO - Epoch [51][1780/2825] lr: 7.500e-04, eta: 1 day, 16:24:56, time: 1.041, data_time: 0.287, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8253, loss_cls: 1.6282, loss: 1.6282, grad_norm: 5.8783 2020-10-02 14:12:45,953 - mmaction - INFO - Epoch [51][1800/2825] lr: 7.500e-04, eta: 1 day, 16:24:35, time: 1.005, data_time: 0.093, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8333, loss_cls: 1.5902, loss: 1.5902, grad_norm: 5.8800 2020-10-02 14:13:06,802 - mmaction - INFO - Epoch [51][1820/2825] lr: 7.500e-04, eta: 1 day, 16:24:14, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8203, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.9012 2020-10-02 14:13:27,036 - mmaction - INFO - Epoch [51][1840/2825] lr: 7.500e-04, eta: 1 day, 16:23:52, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8305, loss_cls: 1.5973, loss: 1.5973, grad_norm: 5.8513 2020-10-02 14:13:48,360 - mmaction - INFO - Epoch [51][1860/2825] lr: 7.500e-04, eta: 1 day, 16:23:32, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8227, loss_cls: 1.6270, loss: 1.6270, grad_norm: 5.9605 2020-10-02 14:14:07,966 - mmaction - INFO - Epoch [51][1880/2825] lr: 7.500e-04, eta: 1 day, 16:23:10, time: 0.980, data_time: 0.004, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8229, loss_cls: 1.6395, loss: 1.6395, grad_norm: 5.9112 2020-10-02 14:14:28,390 - mmaction - INFO - Epoch [51][1900/2825] lr: 7.500e-04, eta: 1 day, 16:22:48, time: 1.021, data_time: 0.056, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8190, loss_cls: 1.6448, loss: 1.6448, grad_norm: 6.0278 2020-10-02 14:14:50,338 - mmaction - INFO - Epoch [51][1920/2825] lr: 7.500e-04, eta: 1 day, 16:22:29, time: 1.097, data_time: 0.214, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8276, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.9255 2020-10-02 14:15:10,914 - mmaction - INFO - Epoch [51][1940/2825] lr: 7.500e-04, eta: 1 day, 16:22:07, time: 1.028, data_time: 0.166, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8310, loss_cls: 1.6230, loss: 1.6230, grad_norm: 6.0603 2020-10-02 14:15:32,521 - mmaction - INFO - Epoch [51][1960/2825] lr: 7.500e-04, eta: 1 day, 16:21:47, time: 1.082, data_time: 0.396, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8339, loss_cls: 1.6082, loss: 1.6082, grad_norm: 5.9509 2020-10-02 14:15:53,418 - mmaction - INFO - Epoch [51][1980/2825] lr: 7.500e-04, eta: 1 day, 16:21:27, time: 1.044, data_time: 0.368, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8302, loss_cls: 1.6254, loss: 1.6254, grad_norm: 5.9311 2020-10-02 14:16:14,291 - mmaction - INFO - Epoch [51][2000/2825] lr: 7.500e-04, eta: 1 day, 16:21:06, time: 1.044, data_time: 0.106, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8195, loss_cls: 1.6648, loss: 1.6648, grad_norm: 5.9690 2020-10-02 14:16:34,322 - mmaction - INFO - Epoch [51][2020/2825] lr: 7.500e-04, eta: 1 day, 16:20:44, time: 1.002, data_time: 0.110, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8299, loss_cls: 1.6257, loss: 1.6257, grad_norm: 6.0296 2020-10-02 14:16:54,136 - mmaction - INFO - Epoch [51][2040/2825] lr: 7.500e-04, eta: 1 day, 16:20:22, time: 0.991, data_time: 0.117, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.6263, loss: 1.6263, grad_norm: 5.9438 2020-10-02 14:17:14,433 - mmaction - INFO - Epoch [51][2060/2825] lr: 7.500e-04, eta: 1 day, 16:20:01, time: 1.014, data_time: 0.110, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8357, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.8853 2020-10-02 14:17:35,890 - mmaction - INFO - Epoch [51][2080/2825] lr: 7.500e-04, eta: 1 day, 16:19:40, time: 1.074, data_time: 0.133, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8234, loss_cls: 1.6417, loss: 1.6417, grad_norm: 6.0024 2020-10-02 14:17:57,201 - mmaction - INFO - Epoch [51][2100/2825] lr: 7.500e-04, eta: 1 day, 16:19:20, time: 1.066, data_time: 0.011, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8247, loss_cls: 1.6573, loss: 1.6573, grad_norm: 6.0193 2020-10-02 14:18:17,421 - mmaction - INFO - Epoch [51][2120/2825] lr: 7.500e-04, eta: 1 day, 16:18:58, time: 1.010, data_time: 0.018, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8216, loss_cls: 1.6743, loss: 1.6743, grad_norm: 6.0383 2020-10-02 14:18:38,614 - mmaction - INFO - Epoch [51][2140/2825] lr: 7.500e-04, eta: 1 day, 16:18:38, time: 1.060, data_time: 0.016, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8174, loss_cls: 1.6888, loss: 1.6888, grad_norm: 6.0026 2020-10-02 14:18:59,835 - mmaction - INFO - Epoch [51][2160/2825] lr: 7.500e-04, eta: 1 day, 16:18:17, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8247, loss_cls: 1.6494, loss: 1.6494, grad_norm: 6.0205 2020-10-02 14:19:20,937 - mmaction - INFO - Epoch [51][2180/2825] lr: 7.500e-04, eta: 1 day, 16:17:57, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8294, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.9265 2020-10-02 14:19:40,539 - mmaction - INFO - Epoch [51][2200/2825] lr: 7.500e-04, eta: 1 day, 16:17:35, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8237, loss_cls: 1.6432, loss: 1.6432, grad_norm: 5.9082 2020-10-02 14:20:01,953 - mmaction - INFO - Epoch [51][2220/2825] lr: 7.500e-04, eta: 1 day, 16:17:14, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8388, loss_cls: 1.5890, loss: 1.5890, grad_norm: 5.8852 2020-10-02 14:20:22,797 - mmaction - INFO - Epoch [51][2240/2825] lr: 7.500e-04, eta: 1 day, 16:16:53, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.5990, top5_acc: 0.8206, loss_cls: 1.6867, loss: 1.6867, grad_norm: 6.0554 2020-10-02 14:20:42,064 - mmaction - INFO - Epoch [51][2260/2825] lr: 7.500e-04, eta: 1 day, 16:16:31, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8229, loss_cls: 1.6705, loss: 1.6705, grad_norm: 6.0032 2020-10-02 14:21:02,784 - mmaction - INFO - Epoch [51][2280/2825] lr: 7.500e-04, eta: 1 day, 16:16:10, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8286, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.9919 2020-10-02 14:21:23,464 - mmaction - INFO - Epoch [51][2300/2825] lr: 7.500e-04, eta: 1 day, 16:15:49, time: 1.033, data_time: 0.015, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8271, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.9785 2020-10-02 14:21:44,095 - mmaction - INFO - Epoch [51][2320/2825] lr: 7.500e-04, eta: 1 day, 16:15:28, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8214, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.9724 2020-10-02 14:22:04,883 - mmaction - INFO - Epoch [51][2340/2825] lr: 7.500e-04, eta: 1 day, 16:15:07, time: 1.039, data_time: 0.016, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6946, loss: 1.6946, grad_norm: 6.0189 2020-10-02 14:22:25,229 - mmaction - INFO - Epoch [51][2360/2825] lr: 7.500e-04, eta: 1 day, 16:14:46, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8266, loss_cls: 1.6323, loss: 1.6323, grad_norm: 5.9180 2020-10-02 14:22:46,815 - mmaction - INFO - Epoch [51][2380/2825] lr: 7.500e-04, eta: 1 day, 16:14:25, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8237, loss_cls: 1.6585, loss: 1.6585, grad_norm: 5.9357 2020-10-02 14:23:07,216 - mmaction - INFO - Epoch [51][2400/2825] lr: 7.500e-04, eta: 1 day, 16:14:04, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8310, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.9345 2020-10-02 14:23:27,990 - mmaction - INFO - Epoch [51][2420/2825] lr: 7.500e-04, eta: 1 day, 16:13:43, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8294, loss_cls: 1.5949, loss: 1.5949, grad_norm: 5.8873 2020-10-02 14:23:48,206 - mmaction - INFO - Epoch [51][2440/2825] lr: 7.500e-04, eta: 1 day, 16:13:22, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6463, loss: 1.6463, grad_norm: 6.0031 2020-10-02 14:24:09,399 - mmaction - INFO - Epoch [51][2460/2825] lr: 7.500e-04, eta: 1 day, 16:13:01, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8099, loss_cls: 1.7156, loss: 1.7156, grad_norm: 6.0721 2020-10-02 14:24:29,597 - mmaction - INFO - Epoch [51][2480/2825] lr: 7.500e-04, eta: 1 day, 16:12:40, time: 1.011, data_time: 0.005, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8219, loss_cls: 1.6473, loss: 1.6473, grad_norm: 6.0629 2020-10-02 14:24:50,434 - mmaction - INFO - Epoch [51][2500/2825] lr: 7.500e-04, eta: 1 day, 16:12:19, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8198, loss_cls: 1.6537, loss: 1.6537, grad_norm: 5.9515 2020-10-02 14:25:11,501 - mmaction - INFO - Epoch [51][2520/2825] lr: 7.500e-04, eta: 1 day, 16:11:58, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6008, top5_acc: 0.8146, loss_cls: 1.6971, loss: 1.6971, grad_norm: 6.0715 2020-10-02 14:25:31,713 - mmaction - INFO - Epoch [51][2540/2825] lr: 7.500e-04, eta: 1 day, 16:11:37, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6442, loss: 1.6442, grad_norm: 5.9534 2020-10-02 14:25:52,082 - mmaction - INFO - Epoch [51][2560/2825] lr: 7.500e-04, eta: 1 day, 16:11:15, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8237, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.9591 2020-10-02 14:26:12,054 - mmaction - INFO - Epoch [51][2580/2825] lr: 7.500e-04, eta: 1 day, 16:10:54, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8349, loss_cls: 1.5955, loss: 1.5955, grad_norm: 5.8695 2020-10-02 14:26:33,832 - mmaction - INFO - Epoch [51][2600/2825] lr: 7.500e-04, eta: 1 day, 16:10:34, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8310, loss_cls: 1.5992, loss: 1.5992, grad_norm: 5.8898 2020-10-02 14:26:54,301 - mmaction - INFO - Epoch [51][2620/2825] lr: 7.500e-04, eta: 1 day, 16:10:12, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8240, loss_cls: 1.6382, loss: 1.6382, grad_norm: 5.9283 2020-10-02 14:27:15,220 - mmaction - INFO - Epoch [51][2640/2825] lr: 7.500e-04, eta: 1 day, 16:09:52, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.6340, loss: 1.6340, grad_norm: 6.0400 2020-10-02 14:27:35,586 - mmaction - INFO - Epoch [51][2660/2825] lr: 7.500e-04, eta: 1 day, 16:09:30, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8292, loss_cls: 1.5785, loss: 1.5785, grad_norm: 5.8481 2020-10-02 14:27:56,853 - mmaction - INFO - Epoch [51][2680/2825] lr: 7.500e-04, eta: 1 day, 16:09:10, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8190, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.9289 2020-10-02 14:28:17,794 - mmaction - INFO - Epoch [51][2700/2825] lr: 7.500e-04, eta: 1 day, 16:08:49, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8224, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.9574 2020-10-02 14:28:37,694 - mmaction - INFO - Epoch [51][2720/2825] lr: 7.500e-04, eta: 1 day, 16:08:27, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8326, loss_cls: 1.6196, loss: 1.6196, grad_norm: 6.0615 2020-10-02 14:28:59,037 - mmaction - INFO - Epoch [51][2740/2825] lr: 7.500e-04, eta: 1 day, 16:08:07, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.8711 2020-10-02 14:29:19,605 - mmaction - INFO - Epoch [51][2760/2825] lr: 7.500e-04, eta: 1 day, 16:07:46, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8286, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.8567 2020-10-02 14:29:39,400 - mmaction - INFO - Epoch [51][2780/2825] lr: 7.500e-04, eta: 1 day, 16:07:24, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8198, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.8874 2020-10-02 14:29:59,929 - mmaction - INFO - Epoch [51][2800/2825] lr: 7.500e-04, eta: 1 day, 16:07:03, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8258, loss_cls: 1.5978, loss: 1.5978, grad_norm: 6.0114 2020-10-02 14:30:21,235 - mmaction - INFO - Epoch [51][2820/2825] lr: 7.500e-04, eta: 1 day, 16:06:42, time: 1.066, data_time: 0.004, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.6203, loss: 1.6203, grad_norm: 6.0551 2020-10-02 14:30:27,824 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-10-02 14:31:14,612 - mmaction - INFO - Epoch [52][20/2825] lr: 7.500e-04, eta: 1 day, 16:06:35, time: 2.272, data_time: 1.122, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8193, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.8972 2020-10-02 14:31:36,408 - mmaction - INFO - Epoch [52][40/2825] lr: 7.500e-04, eta: 1 day, 16:06:15, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.8915 2020-10-02 14:31:56,355 - mmaction - INFO - Epoch [52][60/2825] lr: 7.500e-04, eta: 1 day, 16:05:53, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8346, loss_cls: 1.5929, loss: 1.5929, grad_norm: 5.9161 2020-10-02 14:32:17,644 - mmaction - INFO - Epoch [52][80/2825] lr: 7.500e-04, eta: 1 day, 16:05:32, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8253, loss_cls: 1.6225, loss: 1.6225, grad_norm: 6.0631 2020-10-02 14:32:38,833 - mmaction - INFO - Epoch [52][100/2825] lr: 7.500e-04, eta: 1 day, 16:05:12, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8346, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.9359 2020-10-02 14:32:58,112 - mmaction - INFO - Epoch [52][120/2825] lr: 7.500e-04, eta: 1 day, 16:04:49, time: 0.965, data_time: 0.004, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8216, loss_cls: 1.6447, loss: 1.6447, grad_norm: 6.0157 2020-10-02 14:33:19,504 - mmaction - INFO - Epoch [52][140/2825] lr: 7.500e-04, eta: 1 day, 16:04:29, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8229, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.8658 2020-10-02 14:33:40,523 - mmaction - INFO - Epoch [52][160/2825] lr: 7.500e-04, eta: 1 day, 16:04:08, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8346, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.8565 2020-10-02 14:34:01,710 - mmaction - INFO - Epoch [52][180/2825] lr: 7.500e-04, eta: 1 day, 16:03:48, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8266, loss_cls: 1.6286, loss: 1.6286, grad_norm: 5.9540 2020-10-02 14:34:23,593 - mmaction - INFO - Epoch [52][200/2825] lr: 7.500e-04, eta: 1 day, 16:03:28, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8281, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.9637 2020-10-02 14:34:43,467 - mmaction - INFO - Epoch [52][220/2825] lr: 7.500e-04, eta: 1 day, 16:03:06, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8284, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.8366 2020-10-02 14:35:03,430 - mmaction - INFO - Epoch [52][240/2825] lr: 7.500e-04, eta: 1 day, 16:02:44, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8279, loss_cls: 1.6309, loss: 1.6309, grad_norm: 5.9969 2020-10-02 14:35:23,824 - mmaction - INFO - Epoch [52][260/2825] lr: 7.500e-04, eta: 1 day, 16:02:23, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8273, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.9032 2020-10-02 14:35:44,690 - mmaction - INFO - Epoch [52][280/2825] lr: 7.500e-04, eta: 1 day, 16:02:02, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8292, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.9242 2020-10-02 14:36:05,841 - mmaction - INFO - Epoch [52][300/2825] lr: 7.500e-04, eta: 1 day, 16:01:42, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.6063, loss: 1.6063, grad_norm: 5.9996 2020-10-02 14:36:26,446 - mmaction - INFO - Epoch [52][320/2825] lr: 7.500e-04, eta: 1 day, 16:01:21, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8286, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.9186 2020-10-02 14:36:47,418 - mmaction - INFO - Epoch [52][340/2825] lr: 7.500e-04, eta: 1 day, 16:01:00, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8234, loss_cls: 1.6346, loss: 1.6346, grad_norm: 5.8716 2020-10-02 14:37:08,727 - mmaction - INFO - Epoch [52][360/2825] lr: 7.500e-04, eta: 1 day, 16:00:39, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8315, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.8795 2020-10-02 14:37:28,605 - mmaction - INFO - Epoch [52][380/2825] lr: 7.500e-04, eta: 1 day, 16:00:18, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8365, loss_cls: 1.6078, loss: 1.6078, grad_norm: 6.0176 2020-10-02 14:37:49,127 - mmaction - INFO - Epoch [52][400/2825] lr: 7.500e-04, eta: 1 day, 15:59:56, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8326, loss_cls: 1.5822, loss: 1.5822, grad_norm: 5.8562 2020-10-02 14:38:10,599 - mmaction - INFO - Epoch [52][420/2825] lr: 7.500e-04, eta: 1 day, 15:59:36, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8211, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.9509 2020-10-02 14:38:31,480 - mmaction - INFO - Epoch [52][440/2825] lr: 7.500e-04, eta: 1 day, 15:59:15, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8201, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.9200 2020-10-02 14:38:52,799 - mmaction - INFO - Epoch [52][460/2825] lr: 7.500e-04, eta: 1 day, 15:58:55, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.6419, loss: 1.6419, grad_norm: 5.9955 2020-10-02 14:39:12,760 - mmaction - INFO - Epoch [52][480/2825] lr: 7.500e-04, eta: 1 day, 15:58:33, time: 0.999, data_time: 0.004, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8367, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.9041 2020-10-02 14:39:33,630 - mmaction - INFO - Epoch [52][500/2825] lr: 7.500e-04, eta: 1 day, 15:58:12, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8292, loss_cls: 1.5847, loss: 1.5847, grad_norm: 5.8370 2020-10-02 14:39:53,323 - mmaction - INFO - Epoch [52][520/2825] lr: 7.500e-04, eta: 1 day, 15:57:50, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8268, loss_cls: 1.6263, loss: 1.6263, grad_norm: 5.9776 2020-10-02 14:40:15,119 - mmaction - INFO - Epoch [52][540/2825] lr: 7.500e-04, eta: 1 day, 15:57:30, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8146, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.9930 2020-10-02 14:40:35,523 - mmaction - INFO - Epoch [52][560/2825] lr: 7.500e-04, eta: 1 day, 15:57:09, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8250, loss_cls: 1.6123, loss: 1.6123, grad_norm: 5.9607 2020-10-02 14:40:55,729 - mmaction - INFO - Epoch [52][580/2825] lr: 7.500e-04, eta: 1 day, 15:56:47, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8318, loss_cls: 1.5982, loss: 1.5982, grad_norm: 5.8325 2020-10-02 14:41:16,766 - mmaction - INFO - Epoch [52][600/2825] lr: 7.500e-04, eta: 1 day, 15:56:27, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8344, loss_cls: 1.6212, loss: 1.6212, grad_norm: 6.0194 2020-10-02 14:41:37,848 - mmaction - INFO - Epoch [52][620/2825] lr: 7.500e-04, eta: 1 day, 15:56:06, time: 1.054, data_time: 0.055, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8302, loss_cls: 1.6124, loss: 1.6124, grad_norm: 5.9330 2020-10-02 14:41:58,851 - mmaction - INFO - Epoch [52][640/2825] lr: 7.500e-04, eta: 1 day, 15:55:45, time: 1.050, data_time: 0.008, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.6337, loss: 1.6337, grad_norm: 6.0343 2020-10-02 14:42:18,845 - mmaction - INFO - Epoch [52][660/2825] lr: 7.500e-04, eta: 1 day, 15:55:24, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8292, loss_cls: 1.5940, loss: 1.5940, grad_norm: 5.9367 2020-10-02 14:42:40,403 - mmaction - INFO - Epoch [52][680/2825] lr: 7.500e-04, eta: 1 day, 15:55:03, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8297, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.9561 2020-10-02 14:43:00,975 - mmaction - INFO - Epoch [52][700/2825] lr: 7.500e-04, eta: 1 day, 15:54:42, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8214, loss_cls: 1.6424, loss: 1.6424, grad_norm: 6.0001 2020-10-02 14:43:20,755 - mmaction - INFO - Epoch [52][720/2825] lr: 7.500e-04, eta: 1 day, 15:54:20, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8271, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.9559 2020-10-02 14:43:42,540 - mmaction - INFO - Epoch [52][740/2825] lr: 7.500e-04, eta: 1 day, 15:54:00, time: 1.089, data_time: 0.001, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8284, loss_cls: 1.6249, loss: 1.6249, grad_norm: 5.9921 2020-10-02 14:44:02,767 - mmaction - INFO - Epoch [52][760/2825] lr: 7.500e-04, eta: 1 day, 15:53:39, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8279, loss_cls: 1.6388, loss: 1.6388, grad_norm: 5.9999 2020-10-02 14:44:22,633 - mmaction - INFO - Epoch [52][780/2825] lr: 7.500e-04, eta: 1 day, 15:53:17, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8328, loss_cls: 1.5901, loss: 1.5901, grad_norm: 5.8842 2020-10-02 14:44:44,242 - mmaction - INFO - Epoch [52][800/2825] lr: 7.500e-04, eta: 1 day, 15:52:57, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8216, loss_cls: 1.6793, loss: 1.6793, grad_norm: 6.0812 2020-10-02 14:45:05,563 - mmaction - INFO - Epoch [52][820/2825] lr: 7.500e-04, eta: 1 day, 15:52:36, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8250, loss_cls: 1.6010, loss: 1.6010, grad_norm: 6.0288 2020-10-02 14:45:26,472 - mmaction - INFO - Epoch [52][840/2825] lr: 7.500e-04, eta: 1 day, 15:52:16, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.8781 2020-10-02 14:45:47,548 - mmaction - INFO - Epoch [52][860/2825] lr: 7.500e-04, eta: 1 day, 15:51:55, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8237, loss_cls: 1.6344, loss: 1.6344, grad_norm: 6.0649 2020-10-02 14:46:08,078 - mmaction - INFO - Epoch [52][880/2825] lr: 7.500e-04, eta: 1 day, 15:51:34, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8268, loss_cls: 1.6275, loss: 1.6275, grad_norm: 5.9643 2020-10-02 14:46:28,002 - mmaction - INFO - Epoch [52][900/2825] lr: 7.500e-04, eta: 1 day, 15:51:12, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8354, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.9322 2020-10-02 14:46:50,679 - mmaction - INFO - Epoch [52][920/2825] lr: 7.500e-04, eta: 1 day, 15:50:53, time: 1.135, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5834, loss: 1.5834, grad_norm: 5.8101 2020-10-02 14:47:09,794 - mmaction - INFO - Epoch [52][940/2825] lr: 7.500e-04, eta: 1 day, 15:50:30, time: 0.956, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8339, loss_cls: 1.6069, loss: 1.6069, grad_norm: 5.9049 2020-10-02 14:47:30,474 - mmaction - INFO - Epoch [52][960/2825] lr: 7.500e-04, eta: 1 day, 15:50:09, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8250, loss_cls: 1.6545, loss: 1.6545, grad_norm: 6.0322 2020-10-02 14:47:50,516 - mmaction - INFO - Epoch [52][980/2825] lr: 7.500e-04, eta: 1 day, 15:49:48, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8294, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.8777 2020-10-02 14:48:12,080 - mmaction - INFO - Epoch [52][1000/2825] lr: 7.500e-04, eta: 1 day, 15:49:27, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8271, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.9953 2020-10-02 14:48:32,669 - mmaction - INFO - Epoch [52][1020/2825] lr: 7.500e-04, eta: 1 day, 15:49:06, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8201, loss_cls: 1.6471, loss: 1.6471, grad_norm: 6.1288 2020-10-02 14:48:53,686 - mmaction - INFO - Epoch [52][1040/2825] lr: 7.500e-04, eta: 1 day, 15:48:46, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8161, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.9760 2020-10-02 14:49:14,706 - mmaction - INFO - Epoch [52][1060/2825] lr: 7.500e-04, eta: 1 day, 15:48:25, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8323, loss_cls: 1.6196, loss: 1.6196, grad_norm: 6.0123 2020-10-02 14:49:34,860 - mmaction - INFO - Epoch [52][1080/2825] lr: 7.500e-04, eta: 1 day, 15:48:03, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8341, loss_cls: 1.6274, loss: 1.6274, grad_norm: 6.0040 2020-10-02 14:49:55,404 - mmaction - INFO - Epoch [52][1100/2825] lr: 7.500e-04, eta: 1 day, 15:47:42, time: 1.027, data_time: 0.008, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8286, loss_cls: 1.6043, loss: 1.6043, grad_norm: 5.9143 2020-10-02 14:50:15,850 - mmaction - INFO - Epoch [52][1120/2825] lr: 7.500e-04, eta: 1 day, 15:47:21, time: 1.021, data_time: 0.040, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8211, loss_cls: 1.6701, loss: 1.6701, grad_norm: 6.0668 2020-10-02 14:50:36,584 - mmaction - INFO - Epoch [52][1140/2825] lr: 7.500e-04, eta: 1 day, 15:47:00, time: 1.038, data_time: 0.065, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8224, loss_cls: 1.6274, loss: 1.6274, grad_norm: 5.9713 2020-10-02 14:50:57,096 - mmaction - INFO - Epoch [52][1160/2825] lr: 7.500e-04, eta: 1 day, 15:46:39, time: 1.025, data_time: 0.271, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.6317, loss: 1.6317, grad_norm: 5.9536 2020-10-02 14:51:18,246 - mmaction - INFO - Epoch [52][1180/2825] lr: 7.500e-04, eta: 1 day, 15:46:18, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6018, top5_acc: 0.8141, loss_cls: 1.6718, loss: 1.6718, grad_norm: 6.0437 2020-10-02 14:51:39,092 - mmaction - INFO - Epoch [52][1200/2825] lr: 7.500e-04, eta: 1 day, 15:45:57, time: 1.042, data_time: 0.059, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8302, loss_cls: 1.6064, loss: 1.6064, grad_norm: 5.9815 2020-10-02 14:51:59,803 - mmaction - INFO - Epoch [52][1220/2825] lr: 7.500e-04, eta: 1 day, 15:45:36, time: 1.036, data_time: 0.022, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8135, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.9993 2020-10-02 14:52:19,968 - mmaction - INFO - Epoch [52][1240/2825] lr: 7.500e-04, eta: 1 day, 15:45:15, time: 1.009, data_time: 0.170, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8255, loss_cls: 1.6373, loss: 1.6373, grad_norm: 6.0430 2020-10-02 14:52:40,914 - mmaction - INFO - Epoch [52][1260/2825] lr: 7.500e-04, eta: 1 day, 15:44:54, time: 1.047, data_time: 0.010, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8229, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.9065 2020-10-02 14:53:00,829 - mmaction - INFO - Epoch [52][1280/2825] lr: 7.500e-04, eta: 1 day, 15:44:32, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8216, loss_cls: 1.6610, loss: 1.6610, grad_norm: 5.9823 2020-10-02 14:53:22,390 - mmaction - INFO - Epoch [52][1300/2825] lr: 7.500e-04, eta: 1 day, 15:44:12, time: 1.079, data_time: 0.003, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8242, loss_cls: 1.6104, loss: 1.6104, grad_norm: 6.0216 2020-10-02 14:53:43,185 - mmaction - INFO - Epoch [52][1320/2825] lr: 7.500e-04, eta: 1 day, 15:43:51, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8206, loss_cls: 1.6534, loss: 1.6534, grad_norm: 5.9792 2020-10-02 14:54:03,043 - mmaction - INFO - Epoch [52][1340/2825] lr: 7.500e-04, eta: 1 day, 15:43:29, time: 0.992, data_time: 0.189, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8352, loss_cls: 1.6036, loss: 1.6036, grad_norm: 5.9917 2020-10-02 14:54:24,005 - mmaction - INFO - Epoch [52][1360/2825] lr: 7.500e-04, eta: 1 day, 15:43:08, time: 1.047, data_time: 0.107, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8229, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.8769 2020-10-02 14:54:45,093 - mmaction - INFO - Epoch [52][1380/2825] lr: 7.500e-04, eta: 1 day, 15:42:48, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8221, loss_cls: 1.6908, loss: 1.6908, grad_norm: 6.1079 2020-10-02 14:55:05,045 - mmaction - INFO - Epoch [52][1400/2825] lr: 7.500e-04, eta: 1 day, 15:42:26, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8320, loss_cls: 1.6077, loss: 1.6077, grad_norm: 5.9627 2020-10-02 14:55:27,456 - mmaction - INFO - Epoch [52][1420/2825] lr: 7.500e-04, eta: 1 day, 15:42:07, time: 1.121, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.6280, loss: 1.6280, grad_norm: 6.0415 2020-10-02 14:55:46,613 - mmaction - INFO - Epoch [52][1440/2825] lr: 7.500e-04, eta: 1 day, 15:41:44, time: 0.958, data_time: 0.001, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8315, loss_cls: 1.5878, loss: 1.5878, grad_norm: 5.9304 2020-10-02 14:56:08,128 - mmaction - INFO - Epoch [52][1460/2825] lr: 7.500e-04, eta: 1 day, 15:41:24, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8352, loss_cls: 1.6036, loss: 1.6036, grad_norm: 5.9105 2020-10-02 14:56:28,785 - mmaction - INFO - Epoch [52][1480/2825] lr: 7.500e-04, eta: 1 day, 15:41:03, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8250, loss_cls: 1.6472, loss: 1.6472, grad_norm: 6.0296 2020-10-02 14:56:48,960 - mmaction - INFO - Epoch [52][1500/2825] lr: 7.500e-04, eta: 1 day, 15:40:41, time: 1.008, data_time: 0.233, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8305, loss_cls: 1.6254, loss: 1.6254, grad_norm: 6.0599 2020-10-02 14:57:10,460 - mmaction - INFO - Epoch [52][1520/2825] lr: 7.500e-04, eta: 1 day, 15:40:21, time: 1.076, data_time: 0.078, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8365, loss_cls: 1.5949, loss: 1.5949, grad_norm: 5.9721 2020-10-02 14:57:30,961 - mmaction - INFO - Epoch [52][1540/2825] lr: 7.500e-04, eta: 1 day, 15:40:00, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8299, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.9431 2020-10-02 14:57:52,475 - mmaction - INFO - Epoch [52][1560/2825] lr: 7.500e-04, eta: 1 day, 15:39:40, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.6006, loss: 1.6006, grad_norm: 5.9305 2020-10-02 14:58:13,015 - mmaction - INFO - Epoch [52][1580/2825] lr: 7.500e-04, eta: 1 day, 15:39:19, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.6136, loss: 1.6136, grad_norm: 5.9522 2020-10-02 14:58:33,406 - mmaction - INFO - Epoch [52][1600/2825] lr: 7.500e-04, eta: 1 day, 15:38:57, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8159, loss_cls: 1.6888, loss: 1.6888, grad_norm: 6.0145 2020-10-02 14:58:54,355 - mmaction - INFO - Epoch [52][1620/2825] lr: 7.500e-04, eta: 1 day, 15:38:36, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8221, loss_cls: 1.6223, loss: 1.6223, grad_norm: 6.0073 2020-10-02 14:59:14,935 - mmaction - INFO - Epoch [52][1640/2825] lr: 7.500e-04, eta: 1 day, 15:38:15, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6042, top5_acc: 0.8159, loss_cls: 1.6712, loss: 1.6712, grad_norm: 6.0419 2020-10-02 14:59:34,578 - mmaction - INFO - Epoch [52][1660/2825] lr: 7.500e-04, eta: 1 day, 15:37:53, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8378, loss_cls: 1.6265, loss: 1.6265, grad_norm: 5.9930 2020-10-02 14:59:55,563 - mmaction - INFO - Epoch [52][1680/2825] lr: 7.500e-04, eta: 1 day, 15:37:33, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8206, loss_cls: 1.6330, loss: 1.6330, grad_norm: 6.0834 2020-10-02 15:00:18,273 - mmaction - INFO - Epoch [52][1700/2825] lr: 7.500e-04, eta: 1 day, 15:37:13, time: 1.134, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8299, loss_cls: 1.5948, loss: 1.5948, grad_norm: 5.9189 2020-10-02 15:00:39,142 - mmaction - INFO - Epoch [52][1720/2825] lr: 7.500e-04, eta: 1 day, 15:36:53, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8255, loss_cls: 1.6002, loss: 1.6002, grad_norm: 6.1081 2020-10-02 15:00:59,653 - mmaction - INFO - Epoch [52][1740/2825] lr: 7.500e-04, eta: 1 day, 15:36:31, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8299, loss_cls: 1.5772, loss: 1.5772, grad_norm: 5.8436 2020-10-02 15:01:20,956 - mmaction - INFO - Epoch [52][1760/2825] lr: 7.500e-04, eta: 1 day, 15:36:11, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8237, loss_cls: 1.6383, loss: 1.6383, grad_norm: 6.0149 2020-10-02 15:01:40,906 - mmaction - INFO - Epoch [52][1780/2825] lr: 7.500e-04, eta: 1 day, 15:35:49, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8224, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.9669 2020-10-02 15:02:01,385 - mmaction - INFO - Epoch [52][1800/2825] lr: 7.500e-04, eta: 1 day, 15:35:28, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8174, loss_cls: 1.6706, loss: 1.6706, grad_norm: 6.0102 2020-10-02 15:02:22,150 - mmaction - INFO - Epoch [52][1820/2825] lr: 7.500e-04, eta: 1 day, 15:35:07, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8255, loss_cls: 1.6330, loss: 1.6330, grad_norm: 5.9453 2020-10-02 15:02:43,261 - mmaction - INFO - Epoch [52][1840/2825] lr: 7.500e-04, eta: 1 day, 15:34:46, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.9468 2020-10-02 15:03:03,723 - mmaction - INFO - Epoch [52][1860/2825] lr: 7.500e-04, eta: 1 day, 15:34:25, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8273, loss_cls: 1.6500, loss: 1.6500, grad_norm: 5.9837 2020-10-02 15:03:23,802 - mmaction - INFO - Epoch [52][1880/2825] lr: 7.500e-04, eta: 1 day, 15:34:03, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8331, loss_cls: 1.5882, loss: 1.5882, grad_norm: 5.8625 2020-10-02 15:03:45,143 - mmaction - INFO - Epoch [52][1900/2825] lr: 7.500e-04, eta: 1 day, 15:33:43, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8299, loss_cls: 1.6343, loss: 1.6343, grad_norm: 6.0472 2020-10-02 15:04:06,276 - mmaction - INFO - Epoch [52][1920/2825] lr: 7.500e-04, eta: 1 day, 15:33:22, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8271, loss_cls: 1.6103, loss: 1.6103, grad_norm: 6.0460 2020-10-02 15:04:26,183 - mmaction - INFO - Epoch [52][1940/2825] lr: 7.500e-04, eta: 1 day, 15:33:01, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8190, loss_cls: 1.6241, loss: 1.6241, grad_norm: 5.9548 2020-10-02 15:04:47,255 - mmaction - INFO - Epoch [52][1960/2825] lr: 7.500e-04, eta: 1 day, 15:32:40, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8255, loss_cls: 1.6614, loss: 1.6614, grad_norm: 6.0362 2020-10-02 15:05:07,796 - mmaction - INFO - Epoch [52][1980/2825] lr: 7.500e-04, eta: 1 day, 15:32:19, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8224, loss_cls: 1.6509, loss: 1.6509, grad_norm: 6.0546 2020-10-02 15:05:28,479 - mmaction - INFO - Epoch [52][2000/2825] lr: 7.500e-04, eta: 1 day, 15:31:58, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.6232, loss: 1.6232, grad_norm: 6.0041 2020-10-02 15:05:49,473 - mmaction - INFO - Epoch [52][2020/2825] lr: 7.500e-04, eta: 1 day, 15:31:37, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8156, loss_cls: 1.6727, loss: 1.6727, grad_norm: 6.0308 2020-10-02 15:06:09,521 - mmaction - INFO - Epoch [52][2040/2825] lr: 7.500e-04, eta: 1 day, 15:31:15, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8336, loss_cls: 1.6089, loss: 1.6089, grad_norm: 5.9002 2020-10-02 15:06:29,954 - mmaction - INFO - Epoch [52][2060/2825] lr: 7.500e-04, eta: 1 day, 15:30:54, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8253, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.9909 2020-10-02 15:06:51,370 - mmaction - INFO - Epoch [52][2080/2825] lr: 7.500e-04, eta: 1 day, 15:30:34, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8292, loss_cls: 1.6368, loss: 1.6368, grad_norm: 6.0498 2020-10-02 15:07:11,382 - mmaction - INFO - Epoch [52][2100/2825] lr: 7.500e-04, eta: 1 day, 15:30:12, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8185, loss_cls: 1.6419, loss: 1.6419, grad_norm: 5.9778 2020-10-02 15:07:32,843 - mmaction - INFO - Epoch [52][2120/2825] lr: 7.500e-04, eta: 1 day, 15:29:52, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8221, loss_cls: 1.6157, loss: 1.6157, grad_norm: 6.0531 2020-10-02 15:07:51,933 - mmaction - INFO - Epoch [52][2140/2825] lr: 7.500e-04, eta: 1 day, 15:29:29, time: 0.954, data_time: 0.001, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8263, loss_cls: 1.6674, loss: 1.6674, grad_norm: 6.2050 2020-10-02 15:08:13,247 - mmaction - INFO - Epoch [52][2160/2825] lr: 7.500e-04, eta: 1 day, 15:29:09, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8195, loss_cls: 1.6350, loss: 1.6350, grad_norm: 6.0354 2020-10-02 15:08:35,652 - mmaction - INFO - Epoch [52][2180/2825] lr: 7.500e-04, eta: 1 day, 15:28:50, time: 1.120, data_time: 0.001, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8195, loss_cls: 1.6865, loss: 1.6865, grad_norm: 6.0205 2020-10-02 15:08:55,127 - mmaction - INFO - Epoch [52][2200/2825] lr: 7.500e-04, eta: 1 day, 15:28:27, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8237, loss_cls: 1.6409, loss: 1.6409, grad_norm: 6.0471 2020-10-02 15:09:16,149 - mmaction - INFO - Epoch [52][2220/2825] lr: 7.500e-04, eta: 1 day, 15:28:07, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8237, loss_cls: 1.6427, loss: 1.6427, grad_norm: 6.0174 2020-10-02 15:09:37,465 - mmaction - INFO - Epoch [52][2240/2825] lr: 7.500e-04, eta: 1 day, 15:27:46, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8294, loss_cls: 1.6031, loss: 1.6031, grad_norm: 5.9365 2020-10-02 15:09:56,441 - mmaction - INFO - Epoch [52][2260/2825] lr: 7.500e-04, eta: 1 day, 15:27:24, time: 0.949, data_time: 0.012, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8292, loss_cls: 1.6063, loss: 1.6063, grad_norm: 6.0871 2020-10-02 15:10:17,115 - mmaction - INFO - Epoch [52][2280/2825] lr: 7.500e-04, eta: 1 day, 15:27:03, time: 1.034, data_time: 0.160, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8279, loss_cls: 1.5985, loss: 1.5985, grad_norm: 5.9327 2020-10-02 15:10:37,696 - mmaction - INFO - Epoch [52][2300/2825] lr: 7.500e-04, eta: 1 day, 15:26:41, time: 1.028, data_time: 0.017, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8372, loss_cls: 1.6154, loss: 1.6154, grad_norm: 6.0133 2020-10-02 15:10:58,299 - mmaction - INFO - Epoch [52][2320/2825] lr: 7.500e-04, eta: 1 day, 15:26:20, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8174, loss_cls: 1.6666, loss: 1.6666, grad_norm: 6.1051 2020-10-02 15:11:19,178 - mmaction - INFO - Epoch [52][2340/2825] lr: 7.500e-04, eta: 1 day, 15:25:59, time: 1.041, data_time: 0.079, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8130, loss_cls: 1.6801, loss: 1.6801, grad_norm: 6.1272 2020-10-02 15:11:39,326 - mmaction - INFO - Epoch [52][2360/2825] lr: 7.500e-04, eta: 1 day, 15:25:38, time: 1.009, data_time: 0.117, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8255, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.9862 2020-10-02 15:12:00,706 - mmaction - INFO - Epoch [52][2380/2825] lr: 7.500e-04, eta: 1 day, 15:25:18, time: 1.070, data_time: 0.107, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8315, loss_cls: 1.6109, loss: 1.6109, grad_norm: 6.0974 2020-10-02 15:12:20,661 - mmaction - INFO - Epoch [52][2400/2825] lr: 7.500e-04, eta: 1 day, 15:24:56, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8247, loss_cls: 1.6601, loss: 1.6601, grad_norm: 6.0439 2020-10-02 15:12:41,867 - mmaction - INFO - Epoch [52][2420/2825] lr: 7.500e-04, eta: 1 day, 15:24:35, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.9771 2020-10-02 15:13:02,879 - mmaction - INFO - Epoch [52][2440/2825] lr: 7.500e-04, eta: 1 day, 15:24:15, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8294, loss_cls: 1.6142, loss: 1.6142, grad_norm: 5.9566 2020-10-02 15:13:23,630 - mmaction - INFO - Epoch [52][2460/2825] lr: 7.500e-04, eta: 1 day, 15:23:54, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8266, loss_cls: 1.6181, loss: 1.6181, grad_norm: 6.0532 2020-10-02 15:13:43,896 - mmaction - INFO - Epoch [52][2480/2825] lr: 7.500e-04, eta: 1 day, 15:23:32, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8174, loss_cls: 1.6732, loss: 1.6732, grad_norm: 6.0664 2020-10-02 15:14:03,786 - mmaction - INFO - Epoch [52][2500/2825] lr: 7.500e-04, eta: 1 day, 15:23:10, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8245, loss_cls: 1.6286, loss: 1.6286, grad_norm: 5.9372 2020-10-02 15:14:25,274 - mmaction - INFO - Epoch [52][2520/2825] lr: 7.500e-04, eta: 1 day, 15:22:50, time: 1.075, data_time: 0.078, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8253, loss_cls: 1.6164, loss: 1.6164, grad_norm: 6.0025 2020-10-02 15:14:46,106 - mmaction - INFO - Epoch [52][2540/2825] lr: 7.500e-04, eta: 1 day, 15:22:29, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8247, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.8856 2020-10-02 15:15:08,059 - mmaction - INFO - Epoch [52][2560/2825] lr: 7.500e-04, eta: 1 day, 15:22:09, time: 1.097, data_time: 0.001, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8352, loss_cls: 1.5719, loss: 1.5719, grad_norm: 5.8835 2020-10-02 15:15:28,632 - mmaction - INFO - Epoch [52][2580/2825] lr: 7.500e-04, eta: 1 day, 15:21:48, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8187, loss_cls: 1.6577, loss: 1.6577, grad_norm: 6.0129 2020-10-02 15:15:48,067 - mmaction - INFO - Epoch [52][2600/2825] lr: 7.500e-04, eta: 1 day, 15:21:26, time: 0.971, data_time: 0.001, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8245, loss_cls: 1.6644, loss: 1.6644, grad_norm: 6.1260 2020-10-02 15:16:09,954 - mmaction - INFO - Epoch [52][2620/2825] lr: 7.500e-04, eta: 1 day, 15:21:06, time: 1.095, data_time: 0.043, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8328, loss_cls: 1.6117, loss: 1.6117, grad_norm: 5.9623 2020-10-02 15:16:29,145 - mmaction - INFO - Epoch [52][2640/2825] lr: 7.500e-04, eta: 1 day, 15:20:44, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8229, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.9981 2020-10-02 15:16:51,269 - mmaction - INFO - Epoch [52][2660/2825] lr: 7.500e-04, eta: 1 day, 15:20:24, time: 1.105, data_time: 0.001, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8253, loss_cls: 1.6507, loss: 1.6507, grad_norm: 6.0798 2020-10-02 15:17:11,204 - mmaction - INFO - Epoch [52][2680/2825] lr: 7.500e-04, eta: 1 day, 15:20:02, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8208, loss_cls: 1.6597, loss: 1.6597, grad_norm: 6.0216 2020-10-02 15:17:31,550 - mmaction - INFO - Epoch [52][2700/2825] lr: 7.500e-04, eta: 1 day, 15:19:41, time: 1.016, data_time: 0.007, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8331, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.9906 2020-10-02 15:17:53,907 - mmaction - INFO - Epoch [52][2720/2825] lr: 7.500e-04, eta: 1 day, 15:19:21, time: 1.119, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8240, loss_cls: 1.6188, loss: 1.6188, grad_norm: 5.9422 2020-10-02 15:18:12,799 - mmaction - INFO - Epoch [52][2740/2825] lr: 7.500e-04, eta: 1 day, 15:18:59, time: 0.944, data_time: 0.038, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8266, loss_cls: 1.5943, loss: 1.5943, grad_norm: 5.8087 2020-10-02 15:18:33,943 - mmaction - INFO - Epoch [52][2760/2825] lr: 7.500e-04, eta: 1 day, 15:18:38, time: 1.058, data_time: 0.030, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8313, loss_cls: 1.6066, loss: 1.6066, grad_norm: 5.9001 2020-10-02 15:18:54,006 - mmaction - INFO - Epoch [52][2780/2825] lr: 7.500e-04, eta: 1 day, 15:18:17, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8216, loss_cls: 1.6264, loss: 1.6264, grad_norm: 6.0516 2020-10-02 15:19:14,719 - mmaction - INFO - Epoch [52][2800/2825] lr: 7.500e-04, eta: 1 day, 15:17:56, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8344, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.9858 2020-10-02 15:19:34,971 - mmaction - INFO - Epoch [52][2820/2825] lr: 7.500e-04, eta: 1 day, 15:17:34, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8292, loss_cls: 1.6156, loss: 1.6156, grad_norm: 6.0169 2020-10-02 15:19:41,887 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-10-02 15:20:31,325 - mmaction - INFO - Epoch [53][20/2825] lr: 7.500e-04, eta: 1 day, 15:17:29, time: 2.412, data_time: 1.234, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8198, loss_cls: 1.6175, loss: 1.6175, grad_norm: 5.9611 2020-10-02 15:20:53,193 - mmaction - INFO - Epoch [53][40/2825] lr: 7.500e-04, eta: 1 day, 15:17:09, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8260, loss_cls: 1.6209, loss: 1.6209, grad_norm: 6.0329 2020-10-02 15:21:12,135 - mmaction - INFO - Epoch [53][60/2825] lr: 7.500e-04, eta: 1 day, 15:16:46, time: 0.948, data_time: 0.003, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8323, loss_cls: 1.6026, loss: 1.6026, grad_norm: 6.0099 2020-10-02 15:21:33,231 - mmaction - INFO - Epoch [53][80/2825] lr: 7.500e-04, eta: 1 day, 15:16:25, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8313, loss_cls: 1.5851, loss: 1.5851, grad_norm: 5.9727 2020-10-02 15:21:55,357 - mmaction - INFO - Epoch [53][100/2825] lr: 7.500e-04, eta: 1 day, 15:16:06, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8406, loss_cls: 1.5942, loss: 1.5942, grad_norm: 5.9268 2020-10-02 15:22:15,103 - mmaction - INFO - Epoch [53][120/2825] lr: 7.500e-04, eta: 1 day, 15:15:44, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8286, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.9965 2020-10-02 15:22:36,153 - mmaction - INFO - Epoch [53][140/2825] lr: 7.500e-04, eta: 1 day, 15:15:23, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8195, loss_cls: 1.6278, loss: 1.6278, grad_norm: 6.0993 2020-10-02 15:22:57,545 - mmaction - INFO - Epoch [53][160/2825] lr: 7.500e-04, eta: 1 day, 15:15:03, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8391, loss_cls: 1.5992, loss: 1.5992, grad_norm: 5.9448 2020-10-02 15:23:18,150 - mmaction - INFO - Epoch [53][180/2825] lr: 7.500e-04, eta: 1 day, 15:14:42, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8245, loss_cls: 1.6044, loss: 1.6044, grad_norm: 6.0190 2020-10-02 15:23:38,188 - mmaction - INFO - Epoch [53][200/2825] lr: 7.500e-04, eta: 1 day, 15:14:20, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6089, top5_acc: 0.8229, loss_cls: 1.6526, loss: 1.6526, grad_norm: 5.9466 2020-10-02 15:23:59,080 - mmaction - INFO - Epoch [53][220/2825] lr: 7.500e-04, eta: 1 day, 15:13:59, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5913, loss: 1.5913, grad_norm: 5.9945 2020-10-02 15:24:20,431 - mmaction - INFO - Epoch [53][240/2825] lr: 7.500e-04, eta: 1 day, 15:13:39, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8271, loss_cls: 1.6156, loss: 1.6156, grad_norm: 5.9004 2020-10-02 15:24:39,699 - mmaction - INFO - Epoch [53][260/2825] lr: 7.500e-04, eta: 1 day, 15:13:16, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5928, loss: 1.5928, grad_norm: 6.0186 2020-10-02 15:25:00,675 - mmaction - INFO - Epoch [53][280/2825] lr: 7.500e-04, eta: 1 day, 15:12:56, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8242, loss_cls: 1.6239, loss: 1.6239, grad_norm: 6.0021 2020-10-02 15:25:21,764 - mmaction - INFO - Epoch [53][300/2825] lr: 7.500e-04, eta: 1 day, 15:12:35, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8359, loss_cls: 1.5854, loss: 1.5854, grad_norm: 5.9749 2020-10-02 15:25:42,174 - mmaction - INFO - Epoch [53][320/2825] lr: 7.500e-04, eta: 1 day, 15:12:14, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.6047, loss: 1.6047, grad_norm: 6.0084 2020-10-02 15:26:03,602 - mmaction - INFO - Epoch [53][340/2825] lr: 7.500e-04, eta: 1 day, 15:11:53, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8310, loss_cls: 1.5895, loss: 1.5895, grad_norm: 6.0241 2020-10-02 15:26:23,723 - mmaction - INFO - Epoch [53][360/2825] lr: 7.500e-04, eta: 1 day, 15:11:32, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5796, loss: 1.5796, grad_norm: 5.9448 2020-10-02 15:26:44,680 - mmaction - INFO - Epoch [53][380/2825] lr: 7.500e-04, eta: 1 day, 15:11:11, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8318, loss_cls: 1.6131, loss: 1.6131, grad_norm: 6.0863 2020-10-02 15:27:05,804 - mmaction - INFO - Epoch [53][400/2825] lr: 7.500e-04, eta: 1 day, 15:10:50, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8318, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.9385 2020-10-02 15:27:25,752 - mmaction - INFO - Epoch [53][420/2825] lr: 7.500e-04, eta: 1 day, 15:10:29, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8336, loss_cls: 1.5568, loss: 1.5568, grad_norm: 5.9142 2020-10-02 15:27:47,530 - mmaction - INFO - Epoch [53][440/2825] lr: 7.500e-04, eta: 1 day, 15:10:09, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8336, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.9246 2020-10-02 15:28:06,942 - mmaction - INFO - Epoch [53][460/2825] lr: 7.500e-04, eta: 1 day, 15:09:46, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8294, loss_cls: 1.6196, loss: 1.6196, grad_norm: 5.8765 2020-10-02 15:28:28,399 - mmaction - INFO - Epoch [53][480/2825] lr: 7.500e-04, eta: 1 day, 15:09:26, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8398, loss_cls: 1.5790, loss: 1.5790, grad_norm: 5.8997 2020-10-02 15:28:48,987 - mmaction - INFO - Epoch [53][500/2825] lr: 7.500e-04, eta: 1 day, 15:09:05, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.5914, loss: 1.5914, grad_norm: 5.9159 2020-10-02 15:29:09,046 - mmaction - INFO - Epoch [53][520/2825] lr: 7.500e-04, eta: 1 day, 15:08:43, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8339, loss_cls: 1.6028, loss: 1.6028, grad_norm: 6.0457 2020-10-02 15:29:30,980 - mmaction - INFO - Epoch [53][540/2825] lr: 7.500e-04, eta: 1 day, 15:08:23, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8242, loss_cls: 1.6457, loss: 1.6457, grad_norm: 5.9809 2020-10-02 15:29:52,040 - mmaction - INFO - Epoch [53][560/2825] lr: 7.500e-04, eta: 1 day, 15:08:03, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8401, loss_cls: 1.5787, loss: 1.5787, grad_norm: 6.0183 2020-10-02 15:30:12,953 - mmaction - INFO - Epoch [53][580/2825] lr: 7.500e-04, eta: 1 day, 15:07:42, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.6097, loss: 1.6097, grad_norm: 6.0734 2020-10-02 15:30:34,534 - mmaction - INFO - Epoch [53][600/2825] lr: 7.500e-04, eta: 1 day, 15:07:22, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8292, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.9121 2020-10-02 15:30:55,296 - mmaction - INFO - Epoch [53][620/2825] lr: 7.500e-04, eta: 1 day, 15:07:01, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8167, loss_cls: 1.6526, loss: 1.6526, grad_norm: 5.9919 2020-10-02 15:31:15,153 - mmaction - INFO - Epoch [53][640/2825] lr: 7.500e-04, eta: 1 day, 15:06:39, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8260, loss_cls: 1.6020, loss: 1.6020, grad_norm: 5.9280 2020-10-02 15:31:36,568 - mmaction - INFO - Epoch [53][660/2825] lr: 7.500e-04, eta: 1 day, 15:06:19, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8273, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.9733 2020-10-02 15:31:58,060 - mmaction - INFO - Epoch [53][680/2825] lr: 7.500e-04, eta: 1 day, 15:05:58, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8214, loss_cls: 1.6535, loss: 1.6535, grad_norm: 6.1196 2020-10-02 15:32:18,076 - mmaction - INFO - Epoch [53][700/2825] lr: 7.500e-04, eta: 1 day, 15:05:37, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8201, loss_cls: 1.6350, loss: 1.6350, grad_norm: 6.0509 2020-10-02 15:32:38,913 - mmaction - INFO - Epoch [53][720/2825] lr: 7.500e-04, eta: 1 day, 15:05:16, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8305, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.9716 2020-10-02 15:32:59,607 - mmaction - INFO - Epoch [53][740/2825] lr: 7.500e-04, eta: 1 day, 15:04:55, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.6234, loss: 1.6234, grad_norm: 6.0064 2020-10-02 15:33:19,615 - mmaction - INFO - Epoch [53][760/2825] lr: 7.500e-04, eta: 1 day, 15:04:33, time: 1.000, data_time: 0.016, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8268, loss_cls: 1.6531, loss: 1.6531, grad_norm: 6.0634 2020-10-02 15:33:40,751 - mmaction - INFO - Epoch [53][780/2825] lr: 7.500e-04, eta: 1 day, 15:04:12, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8271, loss_cls: 1.6615, loss: 1.6615, grad_norm: 6.0423 2020-10-02 15:34:01,256 - mmaction - INFO - Epoch [53][800/2825] lr: 7.500e-04, eta: 1 day, 15:03:51, time: 1.024, data_time: 0.169, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8391, loss_cls: 1.5606, loss: 1.5606, grad_norm: 6.0231 2020-10-02 15:34:23,634 - mmaction - INFO - Epoch [53][820/2825] lr: 7.500e-04, eta: 1 day, 15:03:32, time: 1.120, data_time: 0.308, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8294, loss_cls: 1.5810, loss: 1.5810, grad_norm: 5.9824 2020-10-02 15:34:42,260 - mmaction - INFO - Epoch [53][840/2825] lr: 7.500e-04, eta: 1 day, 15:03:09, time: 0.932, data_time: 0.316, memory: 8353, top1_acc: 0.5979, top5_acc: 0.8143, loss_cls: 1.7155, loss: 1.7155, grad_norm: 6.2075 2020-10-02 15:35:03,191 - mmaction - INFO - Epoch [53][860/2825] lr: 7.500e-04, eta: 1 day, 15:02:48, time: 1.045, data_time: 0.252, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8247, loss_cls: 1.6319, loss: 1.6319, grad_norm: 6.1203 2020-10-02 15:35:24,010 - mmaction - INFO - Epoch [53][880/2825] lr: 7.500e-04, eta: 1 day, 15:02:27, time: 1.042, data_time: 0.040, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8128, loss_cls: 1.6479, loss: 1.6479, grad_norm: 6.0701 2020-10-02 15:35:44,960 - mmaction - INFO - Epoch [53][900/2825] lr: 7.500e-04, eta: 1 day, 15:02:06, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8260, loss_cls: 1.6561, loss: 1.6561, grad_norm: 6.0689 2020-10-02 15:36:06,090 - mmaction - INFO - Epoch [53][920/2825] lr: 7.500e-04, eta: 1 day, 15:01:46, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8216, loss_cls: 1.6471, loss: 1.6471, grad_norm: 6.0625 2020-10-02 15:36:26,065 - mmaction - INFO - Epoch [53][940/2825] lr: 7.500e-04, eta: 1 day, 15:01:24, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8227, loss_cls: 1.6096, loss: 1.6096, grad_norm: 5.8393 2020-10-02 15:36:46,372 - mmaction - INFO - Epoch [53][960/2825] lr: 7.500e-04, eta: 1 day, 15:01:03, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.7866 2020-10-02 15:37:07,312 - mmaction - INFO - Epoch [53][980/2825] lr: 7.500e-04, eta: 1 day, 15:00:42, time: 1.048, data_time: 0.127, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8336, loss_cls: 1.5848, loss: 1.5848, grad_norm: 6.0353 2020-10-02 15:37:28,235 - mmaction - INFO - Epoch [53][1000/2825] lr: 7.500e-04, eta: 1 day, 15:00:21, time: 1.046, data_time: 0.040, memory: 8353, top1_acc: 0.6091, top5_acc: 0.8232, loss_cls: 1.6470, loss: 1.6470, grad_norm: 6.0477 2020-10-02 15:37:48,604 - mmaction - INFO - Epoch [53][1020/2825] lr: 7.500e-04, eta: 1 day, 15:00:00, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6078, top5_acc: 0.8177, loss_cls: 1.6794, loss: 1.6794, grad_norm: 6.0903 2020-10-02 15:38:10,237 - mmaction - INFO - Epoch [53][1040/2825] lr: 7.500e-04, eta: 1 day, 14:59:40, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8286, loss_cls: 1.6137, loss: 1.6137, grad_norm: 6.0335 2020-10-02 15:38:29,855 - mmaction - INFO - Epoch [53][1060/2825] lr: 7.500e-04, eta: 1 day, 14:59:18, time: 0.982, data_time: 0.011, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8190, loss_cls: 1.6613, loss: 1.6613, grad_norm: 6.1124 2020-10-02 15:38:52,147 - mmaction - INFO - Epoch [53][1080/2825] lr: 7.500e-04, eta: 1 day, 14:58:58, time: 1.113, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8333, loss_cls: 1.5907, loss: 1.5907, grad_norm: 5.9948 2020-10-02 15:39:12,997 - mmaction - INFO - Epoch [53][1100/2825] lr: 7.500e-04, eta: 1 day, 14:58:37, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8404, loss_cls: 1.5309, loss: 1.5309, grad_norm: 5.9621 2020-10-02 15:39:33,157 - mmaction - INFO - Epoch [53][1120/2825] lr: 7.500e-04, eta: 1 day, 14:58:16, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5990, loss: 1.5990, grad_norm: 5.9892 2020-10-02 15:39:53,471 - mmaction - INFO - Epoch [53][1140/2825] lr: 7.500e-04, eta: 1 day, 14:57:54, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8206, loss_cls: 1.6477, loss: 1.6477, grad_norm: 6.0266 2020-10-02 15:40:14,247 - mmaction - INFO - Epoch [53][1160/2825] lr: 7.500e-04, eta: 1 day, 14:57:33, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8219, loss_cls: 1.6528, loss: 1.6528, grad_norm: 6.1341 2020-10-02 15:40:34,976 - mmaction - INFO - Epoch [53][1180/2825] lr: 7.500e-04, eta: 1 day, 14:57:12, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8234, loss_cls: 1.6297, loss: 1.6297, grad_norm: 6.1375 2020-10-02 15:40:56,982 - mmaction - INFO - Epoch [53][1200/2825] lr: 7.500e-04, eta: 1 day, 14:56:53, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.6511, loss: 1.6511, grad_norm: 6.0431 2020-10-02 15:41:15,949 - mmaction - INFO - Epoch [53][1220/2825] lr: 7.500e-04, eta: 1 day, 14:56:30, time: 0.948, data_time: 0.001, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8292, loss_cls: 1.6383, loss: 1.6383, grad_norm: 6.1244 2020-10-02 15:41:37,144 - mmaction - INFO - Epoch [53][1240/2825] lr: 7.500e-04, eta: 1 day, 14:56:09, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8182, loss_cls: 1.6645, loss: 1.6645, grad_norm: 6.0175 2020-10-02 15:41:57,476 - mmaction - INFO - Epoch [53][1260/2825] lr: 7.500e-04, eta: 1 day, 14:55:48, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.5502, loss: 1.5502, grad_norm: 6.0326 2020-10-02 15:42:18,749 - mmaction - INFO - Epoch [53][1280/2825] lr: 7.500e-04, eta: 1 day, 14:55:28, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8187, loss_cls: 1.6215, loss: 1.6215, grad_norm: 5.9169 2020-10-02 15:42:39,866 - mmaction - INFO - Epoch [53][1300/2825] lr: 7.500e-04, eta: 1 day, 14:55:07, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8331, loss_cls: 1.6137, loss: 1.6137, grad_norm: 6.0559 2020-10-02 15:43:01,633 - mmaction - INFO - Epoch [53][1320/2825] lr: 7.500e-04, eta: 1 day, 14:54:47, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8279, loss_cls: 1.5848, loss: 1.5848, grad_norm: 5.9513 2020-10-02 15:43:21,653 - mmaction - INFO - Epoch [53][1340/2825] lr: 7.500e-04, eta: 1 day, 14:54:25, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8299, loss_cls: 1.6090, loss: 1.6090, grad_norm: 6.0426 2020-10-02 15:43:41,275 - mmaction - INFO - Epoch [53][1360/2825] lr: 7.500e-04, eta: 1 day, 14:54:03, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8328, loss_cls: 1.6123, loss: 1.6123, grad_norm: 6.0026 2020-10-02 15:44:01,697 - mmaction - INFO - Epoch [53][1380/2825] lr: 7.500e-04, eta: 1 day, 14:53:42, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8214, loss_cls: 1.6334, loss: 1.6334, grad_norm: 6.1126 2020-10-02 15:44:22,792 - mmaction - INFO - Epoch [53][1400/2825] lr: 7.500e-04, eta: 1 day, 14:53:21, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8276, loss_cls: 1.5800, loss: 1.5800, grad_norm: 5.9457 2020-10-02 15:44:43,282 - mmaction - INFO - Epoch [53][1420/2825] lr: 7.500e-04, eta: 1 day, 14:53:00, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6023, top5_acc: 0.8167, loss_cls: 1.7038, loss: 1.7038, grad_norm: 6.1443 2020-10-02 15:45:04,045 - mmaction - INFO - Epoch [53][1440/2825] lr: 7.500e-04, eta: 1 day, 14:52:39, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6651, loss: 1.6651, grad_norm: 6.2075 2020-10-02 15:45:24,947 - mmaction - INFO - Epoch [53][1460/2825] lr: 7.500e-04, eta: 1 day, 14:52:18, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8305, loss_cls: 1.6525, loss: 1.6525, grad_norm: 6.0820 2020-10-02 15:45:45,519 - mmaction - INFO - Epoch [53][1480/2825] lr: 7.500e-04, eta: 1 day, 14:51:57, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8193, loss_cls: 1.6331, loss: 1.6331, grad_norm: 6.0475 2020-10-02 15:46:05,769 - mmaction - INFO - Epoch [53][1500/2825] lr: 7.500e-04, eta: 1 day, 14:51:36, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8266, loss_cls: 1.6144, loss: 1.6144, grad_norm: 6.1015 2020-10-02 15:46:26,119 - mmaction - INFO - Epoch [53][1520/2825] lr: 7.500e-04, eta: 1 day, 14:51:14, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8193, loss_cls: 1.6414, loss: 1.6414, grad_norm: 6.0339 2020-10-02 15:46:47,020 - mmaction - INFO - Epoch [53][1540/2825] lr: 7.500e-04, eta: 1 day, 14:50:54, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8297, loss_cls: 1.5999, loss: 1.5999, grad_norm: 5.9244 2020-10-02 15:47:07,484 - mmaction - INFO - Epoch [53][1560/2825] lr: 7.500e-04, eta: 1 day, 14:50:32, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8245, loss_cls: 1.6323, loss: 1.6323, grad_norm: 6.0995 2020-10-02 15:47:28,249 - mmaction - INFO - Epoch [53][1580/2825] lr: 7.500e-04, eta: 1 day, 14:50:11, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8206, loss_cls: 1.6534, loss: 1.6534, grad_norm: 6.1208 2020-10-02 15:47:48,569 - mmaction - INFO - Epoch [53][1600/2825] lr: 7.500e-04, eta: 1 day, 14:49:50, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8281, loss_cls: 1.6072, loss: 1.6072, grad_norm: 6.1371 2020-10-02 15:48:09,220 - mmaction - INFO - Epoch [53][1620/2825] lr: 7.500e-04, eta: 1 day, 14:49:29, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8352, loss_cls: 1.5719, loss: 1.5719, grad_norm: 5.8933 2020-10-02 15:48:30,896 - mmaction - INFO - Epoch [53][1640/2825] lr: 7.500e-04, eta: 1 day, 14:49:09, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8237, loss_cls: 1.6468, loss: 1.6468, grad_norm: 6.0770 2020-10-02 15:48:51,464 - mmaction - INFO - Epoch [53][1660/2825] lr: 7.500e-04, eta: 1 day, 14:48:48, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8224, loss_cls: 1.6343, loss: 1.6343, grad_norm: 5.8938 2020-10-02 15:49:11,460 - mmaction - INFO - Epoch [53][1680/2825] lr: 7.500e-04, eta: 1 day, 14:48:26, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.6217, loss: 1.6217, grad_norm: 5.9729 2020-10-02 15:49:32,440 - mmaction - INFO - Epoch [53][1700/2825] lr: 7.500e-04, eta: 1 day, 14:48:05, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8276, loss_cls: 1.6260, loss: 1.6260, grad_norm: 6.0323 2020-10-02 15:49:54,272 - mmaction - INFO - Epoch [53][1720/2825] lr: 7.500e-04, eta: 1 day, 14:47:45, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8375, loss_cls: 1.5529, loss: 1.5529, grad_norm: 5.9377 2020-10-02 15:50:15,784 - mmaction - INFO - Epoch [53][1740/2825] lr: 7.500e-04, eta: 1 day, 14:47:25, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8346, loss_cls: 1.5861, loss: 1.5861, grad_norm: 5.8997 2020-10-02 15:50:35,089 - mmaction - INFO - Epoch [53][1760/2825] lr: 7.500e-04, eta: 1 day, 14:47:03, time: 0.965, data_time: 0.001, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8232, loss_cls: 1.6260, loss: 1.6260, grad_norm: 6.0280 2020-10-02 15:50:56,187 - mmaction - INFO - Epoch [53][1780/2825] lr: 7.500e-04, eta: 1 day, 14:46:42, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8159, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.9848 2020-10-02 15:51:16,222 - mmaction - INFO - Epoch [53][1800/2825] lr: 7.500e-04, eta: 1 day, 14:46:21, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8294, loss_cls: 1.5902, loss: 1.5902, grad_norm: 5.9780 2020-10-02 15:51:37,137 - mmaction - INFO - Epoch [53][1820/2825] lr: 7.500e-04, eta: 1 day, 14:46:00, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8281, loss_cls: 1.6380, loss: 1.6380, grad_norm: 6.1201 2020-10-02 15:51:58,807 - mmaction - INFO - Epoch [53][1840/2825] lr: 7.500e-04, eta: 1 day, 14:45:40, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8188, loss_cls: 1.6519, loss: 1.6519, grad_norm: 6.0300 2020-10-02 15:52:18,410 - mmaction - INFO - Epoch [53][1860/2825] lr: 7.500e-04, eta: 1 day, 14:45:18, time: 0.980, data_time: 0.003, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8281, loss_cls: 1.6127, loss: 1.6127, grad_norm: 5.8957 2020-10-02 15:52:39,713 - mmaction - INFO - Epoch [53][1880/2825] lr: 7.500e-04, eta: 1 day, 14:44:57, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8440, loss_cls: 1.5597, loss: 1.5597, grad_norm: 6.0504 2020-10-02 15:53:01,374 - mmaction - INFO - Epoch [53][1900/2825] lr: 7.500e-04, eta: 1 day, 14:44:37, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8310, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.9825 2020-10-02 15:53:21,935 - mmaction - INFO - Epoch [53][1920/2825] lr: 7.500e-04, eta: 1 day, 14:44:16, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8198, loss_cls: 1.6921, loss: 1.6921, grad_norm: 6.1143 2020-10-02 15:53:42,834 - mmaction - INFO - Epoch [53][1940/2825] lr: 7.500e-04, eta: 1 day, 14:43:55, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8305, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.9630 2020-10-02 15:54:02,803 - mmaction - INFO - Epoch [53][1960/2825] lr: 7.500e-04, eta: 1 day, 14:43:33, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8201, loss_cls: 1.6618, loss: 1.6618, grad_norm: 6.0967 2020-10-02 15:54:23,622 - mmaction - INFO - Epoch [53][1980/2825] lr: 7.500e-04, eta: 1 day, 14:43:12, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8320, loss_cls: 1.6033, loss: 1.6033, grad_norm: 6.0668 2020-10-02 15:54:45,297 - mmaction - INFO - Epoch [53][2000/2825] lr: 7.500e-04, eta: 1 day, 14:42:52, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8188, loss_cls: 1.6481, loss: 1.6481, grad_norm: 6.0812 2020-10-02 15:55:05,014 - mmaction - INFO - Epoch [53][2020/2825] lr: 7.500e-04, eta: 1 day, 14:42:30, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8302, loss_cls: 1.5743, loss: 1.5743, grad_norm: 5.9748 2020-10-02 15:55:26,430 - mmaction - INFO - Epoch [53][2040/2825] lr: 7.500e-04, eta: 1 day, 14:42:10, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8247, loss_cls: 1.6549, loss: 1.6549, grad_norm: 6.1877 2020-10-02 15:55:47,439 - mmaction - INFO - Epoch [53][2060/2825] lr: 7.500e-04, eta: 1 day, 14:41:49, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.6808, loss: 1.6808, grad_norm: 6.1662 2020-10-02 15:56:07,341 - mmaction - INFO - Epoch [53][2080/2825] lr: 7.500e-04, eta: 1 day, 14:41:28, time: 0.996, data_time: 0.020, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8245, loss_cls: 1.6217, loss: 1.6217, grad_norm: 6.0198 2020-10-02 15:56:28,395 - mmaction - INFO - Epoch [53][2100/2825] lr: 7.500e-04, eta: 1 day, 14:41:07, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8393, loss_cls: 1.5804, loss: 1.5804, grad_norm: 6.0118 2020-10-02 15:56:49,844 - mmaction - INFO - Epoch [53][2120/2825] lr: 7.500e-04, eta: 1 day, 14:40:47, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8232, loss_cls: 1.6329, loss: 1.6329, grad_norm: 6.1285 2020-10-02 15:57:09,828 - mmaction - INFO - Epoch [53][2140/2825] lr: 7.500e-04, eta: 1 day, 14:40:25, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8195, loss_cls: 1.6544, loss: 1.6544, grad_norm: 6.0515 2020-10-02 15:57:31,488 - mmaction - INFO - Epoch [53][2160/2825] lr: 7.500e-04, eta: 1 day, 14:40:05, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8214, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.9547 2020-10-02 15:57:51,416 - mmaction - INFO - Epoch [53][2180/2825] lr: 7.500e-04, eta: 1 day, 14:39:43, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8328, loss_cls: 1.6448, loss: 1.6448, grad_norm: 6.1143 2020-10-02 15:58:12,569 - mmaction - INFO - Epoch [53][2200/2825] lr: 7.500e-04, eta: 1 day, 14:39:22, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8326, loss_cls: 1.5970, loss: 1.5970, grad_norm: 6.0499 2020-10-02 15:58:32,922 - mmaction - INFO - Epoch [53][2220/2825] lr: 7.500e-04, eta: 1 day, 14:39:01, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8318, loss_cls: 1.6107, loss: 1.6107, grad_norm: 6.0023 2020-10-02 15:58:52,285 - mmaction - INFO - Epoch [53][2240/2825] lr: 7.500e-04, eta: 1 day, 14:38:39, time: 0.968, data_time: 0.001, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8174, loss_cls: 1.6641, loss: 1.6641, grad_norm: 6.1106 2020-10-02 15:59:13,638 - mmaction - INFO - Epoch [53][2260/2825] lr: 7.500e-04, eta: 1 day, 14:38:18, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8344, loss_cls: 1.5668, loss: 1.5668, grad_norm: 5.9919 2020-10-02 15:59:34,266 - mmaction - INFO - Epoch [53][2280/2825] lr: 7.500e-04, eta: 1 day, 14:37:57, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8216, loss_cls: 1.6366, loss: 1.6366, grad_norm: 6.1311 2020-10-02 15:59:56,355 - mmaction - INFO - Epoch [53][2300/2825] lr: 7.500e-04, eta: 1 day, 14:37:38, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8234, loss_cls: 1.6267, loss: 1.6267, grad_norm: 5.9498 2020-10-02 16:00:18,139 - mmaction - INFO - Epoch [53][2320/2825] lr: 7.500e-04, eta: 1 day, 14:37:18, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8198, loss_cls: 1.6451, loss: 1.6451, grad_norm: 6.0449 2020-10-02 16:00:37,824 - mmaction - INFO - Epoch [53][2340/2825] lr: 7.500e-04, eta: 1 day, 14:36:56, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8307, loss_cls: 1.6040, loss: 1.6040, grad_norm: 6.0541 2020-10-02 16:00:58,630 - mmaction - INFO - Epoch [53][2360/2825] lr: 7.500e-04, eta: 1 day, 14:36:35, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8281, loss_cls: 1.5939, loss: 1.5939, grad_norm: 6.0237 2020-10-02 16:01:19,941 - mmaction - INFO - Epoch [53][2380/2825] lr: 7.500e-04, eta: 1 day, 14:36:14, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8237, loss_cls: 1.6498, loss: 1.6498, grad_norm: 6.0889 2020-10-02 16:01:40,664 - mmaction - INFO - Epoch [53][2400/2825] lr: 7.500e-04, eta: 1 day, 14:35:53, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8346, loss_cls: 1.5888, loss: 1.5888, grad_norm: 6.0854 2020-10-02 16:02:01,587 - mmaction - INFO - Epoch [53][2420/2825] lr: 7.500e-04, eta: 1 day, 14:35:32, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8172, loss_cls: 1.6615, loss: 1.6615, grad_norm: 6.1770 2020-10-02 16:02:21,143 - mmaction - INFO - Epoch [53][2440/2825] lr: 7.500e-04, eta: 1 day, 14:35:10, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8349, loss_cls: 1.5903, loss: 1.5903, grad_norm: 5.9529 2020-10-02 16:02:42,655 - mmaction - INFO - Epoch [53][2460/2825] lr: 7.500e-04, eta: 1 day, 14:34:50, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8156, loss_cls: 1.6796, loss: 1.6796, grad_norm: 6.1697 2020-10-02 16:03:03,435 - mmaction - INFO - Epoch [53][2480/2825] lr: 7.500e-04, eta: 1 day, 14:34:29, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8224, loss_cls: 1.6525, loss: 1.6525, grad_norm: 6.1571 2020-10-02 16:03:23,696 - mmaction - INFO - Epoch [53][2500/2825] lr: 7.500e-04, eta: 1 day, 14:34:08, time: 1.014, data_time: 0.003, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8143, loss_cls: 1.6825, loss: 1.6825, grad_norm: 6.2244 2020-10-02 16:03:44,218 - mmaction - INFO - Epoch [53][2520/2825] lr: 7.500e-04, eta: 1 day, 14:33:47, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6658, loss: 1.6658, grad_norm: 6.1539 2020-10-02 16:04:05,336 - mmaction - INFO - Epoch [53][2540/2825] lr: 7.500e-04, eta: 1 day, 14:33:26, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8214, loss_cls: 1.6179, loss: 1.6179, grad_norm: 6.0242 2020-10-02 16:04:25,984 - mmaction - INFO - Epoch [53][2560/2825] lr: 7.500e-04, eta: 1 day, 14:33:05, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8323, loss_cls: 1.6075, loss: 1.6075, grad_norm: 6.0295 2020-10-02 16:04:46,136 - mmaction - INFO - Epoch [53][2580/2825] lr: 7.500e-04, eta: 1 day, 14:32:43, time: 1.008, data_time: 0.004, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8284, loss_cls: 1.5838, loss: 1.5838, grad_norm: 5.9560 2020-10-02 16:05:05,939 - mmaction - INFO - Epoch [53][2600/2825] lr: 7.500e-04, eta: 1 day, 14:32:22, time: 0.990, data_time: 0.003, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8271, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.9787 2020-10-02 16:05:27,933 - mmaction - INFO - Epoch [53][2620/2825] lr: 7.500e-04, eta: 1 day, 14:32:02, time: 1.101, data_time: 0.070, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8305, loss_cls: 1.6022, loss: 1.6022, grad_norm: 5.9925 2020-10-02 16:05:47,756 - mmaction - INFO - Epoch [53][2640/2825] lr: 7.500e-04, eta: 1 day, 14:31:40, time: 0.991, data_time: 0.122, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8216, loss_cls: 1.6461, loss: 1.6461, grad_norm: 6.1719 2020-10-02 16:06:08,611 - mmaction - INFO - Epoch [53][2660/2825] lr: 7.500e-04, eta: 1 day, 14:31:19, time: 1.041, data_time: 0.285, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8289, loss_cls: 1.6258, loss: 1.6258, grad_norm: 6.1643 2020-10-02 16:06:30,153 - mmaction - INFO - Epoch [53][2680/2825] lr: 7.500e-04, eta: 1 day, 14:30:59, time: 1.078, data_time: 0.006, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8339, loss_cls: 1.5621, loss: 1.5621, grad_norm: 5.8869 2020-10-02 16:06:49,929 - mmaction - INFO - Epoch [53][2700/2825] lr: 7.500e-04, eta: 1 day, 14:30:37, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5688, loss: 1.5688, grad_norm: 6.0441 2020-10-02 16:07:10,971 - mmaction - INFO - Epoch [53][2720/2825] lr: 7.500e-04, eta: 1 day, 14:30:16, time: 1.051, data_time: 0.081, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8164, loss_cls: 1.6212, loss: 1.6212, grad_norm: 6.0218 2020-10-02 16:07:31,512 - mmaction - INFO - Epoch [53][2740/2825] lr: 7.500e-04, eta: 1 day, 14:29:55, time: 1.029, data_time: 0.020, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5647, loss: 1.5647, grad_norm: 5.9728 2020-10-02 16:07:51,945 - mmaction - INFO - Epoch [53][2760/2825] lr: 7.500e-04, eta: 1 day, 14:29:34, time: 1.021, data_time: 0.076, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8237, loss_cls: 1.6422, loss: 1.6422, grad_norm: 6.0725 2020-10-02 16:08:13,468 - mmaction - INFO - Epoch [53][2780/2825] lr: 7.500e-04, eta: 1 day, 14:29:14, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5671, loss: 1.5671, grad_norm: 6.1230 2020-10-02 16:08:33,705 - mmaction - INFO - Epoch [53][2800/2825] lr: 7.500e-04, eta: 1 day, 14:28:52, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8242, loss_cls: 1.6431, loss: 1.6431, grad_norm: 6.0680 2020-10-02 16:08:53,294 - mmaction - INFO - Epoch [53][2820/2825] lr: 7.500e-04, eta: 1 day, 14:28:30, time: 0.979, data_time: 0.011, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8216, loss_cls: 1.6357, loss: 1.6357, grad_norm: 6.1586 2020-10-02 16:09:00,532 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-10-02 16:09:48,587 - mmaction - INFO - Epoch [54][20/2825] lr: 7.500e-04, eta: 1 day, 14:28:23, time: 2.368, data_time: 1.144, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8315, loss_cls: 1.5707, loss: 1.5707, grad_norm: 5.8789 2020-10-02 16:10:08,993 - mmaction - INFO - Epoch [54][40/2825] lr: 7.500e-04, eta: 1 day, 14:28:02, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8266, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.9433 2020-10-02 16:10:30,908 - mmaction - INFO - Epoch [54][60/2825] lr: 7.500e-04, eta: 1 day, 14:27:42, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8305, loss_cls: 1.6220, loss: 1.6220, grad_norm: 6.0159 2020-10-02 16:10:51,992 - mmaction - INFO - Epoch [54][80/2825] lr: 7.500e-04, eta: 1 day, 14:27:21, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8378, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.0012 2020-10-02 16:11:11,307 - mmaction - INFO - Epoch [54][100/2825] lr: 7.500e-04, eta: 1 day, 14:26:59, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6304, loss: 1.6304, grad_norm: 6.1216 2020-10-02 16:11:32,659 - mmaction - INFO - Epoch [54][120/2825] lr: 7.500e-04, eta: 1 day, 14:26:38, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8271, loss_cls: 1.6090, loss: 1.6090, grad_norm: 6.0840 2020-10-02 16:11:52,769 - mmaction - INFO - Epoch [54][140/2825] lr: 7.500e-04, eta: 1 day, 14:26:17, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8310, loss_cls: 1.6355, loss: 1.6355, grad_norm: 6.0497 2020-10-02 16:12:13,208 - mmaction - INFO - Epoch [54][160/2825] lr: 7.500e-04, eta: 1 day, 14:25:56, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8206, loss_cls: 1.6645, loss: 1.6645, grad_norm: 6.1353 2020-10-02 16:12:34,976 - mmaction - INFO - Epoch [54][180/2825] lr: 7.500e-04, eta: 1 day, 14:25:36, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8260, loss_cls: 1.6446, loss: 1.6446, grad_norm: 6.1224 2020-10-02 16:12:55,090 - mmaction - INFO - Epoch [54][200/2825] lr: 7.500e-04, eta: 1 day, 14:25:14, time: 1.008, data_time: 0.003, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8318, loss_cls: 1.5937, loss: 1.5937, grad_norm: 5.9625 2020-10-02 16:13:15,430 - mmaction - INFO - Epoch [54][220/2825] lr: 7.500e-04, eta: 1 day, 14:24:53, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8328, loss_cls: 1.6082, loss: 1.6082, grad_norm: 6.2777 2020-10-02 16:13:36,364 - mmaction - INFO - Epoch [54][240/2825] lr: 7.500e-04, eta: 1 day, 14:24:32, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8323, loss_cls: 1.5855, loss: 1.5855, grad_norm: 6.0459 2020-10-02 16:13:57,993 - mmaction - INFO - Epoch [54][260/2825] lr: 7.500e-04, eta: 1 day, 14:24:12, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8242, loss_cls: 1.6293, loss: 1.6293, grad_norm: 6.1107 2020-10-02 16:14:18,704 - mmaction - INFO - Epoch [54][280/2825] lr: 7.500e-04, eta: 1 day, 14:23:51, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8286, loss_cls: 1.6234, loss: 1.6234, grad_norm: 5.9050 2020-10-02 16:14:39,199 - mmaction - INFO - Epoch [54][300/2825] lr: 7.500e-04, eta: 1 day, 14:23:30, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8234, loss_cls: 1.6377, loss: 1.6377, grad_norm: 6.0197 2020-10-02 16:14:59,037 - mmaction - INFO - Epoch [54][320/2825] lr: 7.500e-04, eta: 1 day, 14:23:08, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8354, loss_cls: 1.5958, loss: 1.5958, grad_norm: 5.9116 2020-10-02 16:15:21,246 - mmaction - INFO - Epoch [54][340/2825] lr: 7.500e-04, eta: 1 day, 14:22:48, time: 1.111, data_time: 0.003, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8266, loss_cls: 1.6297, loss: 1.6297, grad_norm: 5.9847 2020-10-02 16:15:42,149 - mmaction - INFO - Epoch [54][360/2825] lr: 7.500e-04, eta: 1 day, 14:22:27, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8354, loss_cls: 1.6146, loss: 1.6146, grad_norm: 6.1702 2020-10-02 16:16:03,100 - mmaction - INFO - Epoch [54][380/2825] lr: 7.500e-04, eta: 1 day, 14:22:06, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8172, loss_cls: 1.6573, loss: 1.6573, grad_norm: 6.1473 2020-10-02 16:16:24,274 - mmaction - INFO - Epoch [54][400/2825] lr: 7.500e-04, eta: 1 day, 14:21:46, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8354, loss_cls: 1.5753, loss: 1.5753, grad_norm: 5.9349 2020-10-02 16:16:44,710 - mmaction - INFO - Epoch [54][420/2825] lr: 7.500e-04, eta: 1 day, 14:21:25, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8331, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.9656 2020-10-02 16:17:07,219 - mmaction - INFO - Epoch [54][440/2825] lr: 7.500e-04, eta: 1 day, 14:21:05, time: 1.126, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8169, loss_cls: 1.6851, loss: 1.6851, grad_norm: 6.1570 2020-10-02 16:17:27,038 - mmaction - INFO - Epoch [54][460/2825] lr: 7.500e-04, eta: 1 day, 14:20:43, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8339, loss_cls: 1.5922, loss: 1.5922, grad_norm: 6.0568 2020-10-02 16:17:47,142 - mmaction - INFO - Epoch [54][480/2825] lr: 7.500e-04, eta: 1 day, 14:20:22, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8352, loss_cls: 1.5641, loss: 1.5641, grad_norm: 6.0617 2020-10-02 16:18:08,430 - mmaction - INFO - Epoch [54][500/2825] lr: 7.500e-04, eta: 1 day, 14:20:01, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8268, loss_cls: 1.6177, loss: 1.6177, grad_norm: 6.1646 2020-10-02 16:18:29,553 - mmaction - INFO - Epoch [54][520/2825] lr: 7.500e-04, eta: 1 day, 14:19:41, time: 1.055, data_time: 0.004, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5915, loss: 1.5915, grad_norm: 6.1545 2020-10-02 16:18:50,288 - mmaction - INFO - Epoch [54][540/2825] lr: 7.500e-04, eta: 1 day, 14:19:20, time: 1.038, data_time: 0.044, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8260, loss_cls: 1.6150, loss: 1.6150, grad_norm: 5.9677 2020-10-02 16:19:12,199 - mmaction - INFO - Epoch [54][560/2825] lr: 7.500e-04, eta: 1 day, 14:19:00, time: 1.096, data_time: 0.086, memory: 8353, top1_acc: 0.6094, top5_acc: 0.8247, loss_cls: 1.6443, loss: 1.6443, grad_norm: 6.1634 2020-10-02 16:19:32,468 - mmaction - INFO - Epoch [54][580/2825] lr: 7.500e-04, eta: 1 day, 14:18:38, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8208, loss_cls: 1.6355, loss: 1.6355, grad_norm: 6.1264 2020-10-02 16:19:53,889 - mmaction - INFO - Epoch [54][600/2825] lr: 7.500e-04, eta: 1 day, 14:18:18, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8206, loss_cls: 1.6368, loss: 1.6368, grad_norm: 6.2177 2020-10-02 16:20:14,233 - mmaction - INFO - Epoch [54][620/2825] lr: 7.500e-04, eta: 1 day, 14:17:57, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8255, loss_cls: 1.6296, loss: 1.6296, grad_norm: 6.1505 2020-10-02 16:20:35,130 - mmaction - INFO - Epoch [54][640/2825] lr: 7.500e-04, eta: 1 day, 14:17:36, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8247, loss_cls: 1.6419, loss: 1.6419, grad_norm: 6.0888 2020-10-02 16:20:55,355 - mmaction - INFO - Epoch [54][660/2825] lr: 7.500e-04, eta: 1 day, 14:17:14, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8201, loss_cls: 1.6572, loss: 1.6572, grad_norm: 6.1266 2020-10-02 16:21:16,976 - mmaction - INFO - Epoch [54][680/2825] lr: 7.500e-04, eta: 1 day, 14:16:54, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8221, loss_cls: 1.6421, loss: 1.6421, grad_norm: 6.0107 2020-10-02 16:21:37,212 - mmaction - INFO - Epoch [54][700/2825] lr: 7.500e-04, eta: 1 day, 14:16:33, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8159, loss_cls: 1.6781, loss: 1.6781, grad_norm: 6.0433 2020-10-02 16:21:58,777 - mmaction - INFO - Epoch [54][720/2825] lr: 7.500e-04, eta: 1 day, 14:16:13, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8211, loss_cls: 1.6204, loss: 1.6204, grad_norm: 6.0358 2020-10-02 16:22:18,903 - mmaction - INFO - Epoch [54][740/2825] lr: 7.500e-04, eta: 1 day, 14:15:51, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8388, loss_cls: 1.5518, loss: 1.5518, grad_norm: 5.9756 2020-10-02 16:22:39,428 - mmaction - INFO - Epoch [54][760/2825] lr: 7.500e-04, eta: 1 day, 14:15:30, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8174, loss_cls: 1.6378, loss: 1.6378, grad_norm: 6.1127 2020-10-02 16:23:00,319 - mmaction - INFO - Epoch [54][780/2825] lr: 7.500e-04, eta: 1 day, 14:15:09, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8328, loss_cls: 1.5869, loss: 1.5869, grad_norm: 6.0442 2020-10-02 16:23:21,598 - mmaction - INFO - Epoch [54][800/2825] lr: 7.500e-04, eta: 1 day, 14:14:49, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8216, loss_cls: 1.6732, loss: 1.6732, grad_norm: 6.2150 2020-10-02 16:23:41,229 - mmaction - INFO - Epoch [54][820/2825] lr: 7.500e-04, eta: 1 day, 14:14:27, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8190, loss_cls: 1.6535, loss: 1.6535, grad_norm: 6.1206 2020-10-02 16:24:01,510 - mmaction - INFO - Epoch [54][840/2825] lr: 7.500e-04, eta: 1 day, 14:14:05, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5694, loss: 1.5694, grad_norm: 5.9863 2020-10-02 16:24:23,799 - mmaction - INFO - Epoch [54][860/2825] lr: 7.500e-04, eta: 1 day, 14:13:46, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.6052, top5_acc: 0.8315, loss_cls: 1.6437, loss: 1.6437, grad_norm: 6.2115 2020-10-02 16:24:44,241 - mmaction - INFO - Epoch [54][880/2825] lr: 7.500e-04, eta: 1 day, 14:13:24, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8380, loss_cls: 1.5635, loss: 1.5635, grad_norm: 6.0997 2020-10-02 16:25:04,836 - mmaction - INFO - Epoch [54][900/2825] lr: 7.500e-04, eta: 1 day, 14:13:03, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8312, loss_cls: 1.5866, loss: 1.5866, grad_norm: 6.0888 2020-10-02 16:25:26,178 - mmaction - INFO - Epoch [54][920/2825] lr: 7.500e-04, eta: 1 day, 14:12:43, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8281, loss_cls: 1.6133, loss: 1.6133, grad_norm: 6.0938 2020-10-02 16:25:46,448 - mmaction - INFO - Epoch [54][940/2825] lr: 7.500e-04, eta: 1 day, 14:12:21, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8323, loss_cls: 1.6081, loss: 1.6081, grad_norm: 6.0200 2020-10-02 16:26:06,588 - mmaction - INFO - Epoch [54][960/2825] lr: 7.500e-04, eta: 1 day, 14:12:00, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8289, loss_cls: 1.5842, loss: 1.5842, grad_norm: 6.0539 2020-10-02 16:26:27,681 - mmaction - INFO - Epoch [54][980/2825] lr: 7.500e-04, eta: 1 day, 14:11:39, time: 1.054, data_time: 0.036, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.6347, loss: 1.6347, grad_norm: 6.0692 2020-10-02 16:26:48,553 - mmaction - INFO - Epoch [54][1000/2825] lr: 7.500e-04, eta: 1 day, 14:11:18, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8221, loss_cls: 1.6557, loss: 1.6557, grad_norm: 6.1389 2020-10-02 16:27:09,569 - mmaction - INFO - Epoch [54][1020/2825] lr: 7.500e-04, eta: 1 day, 14:10:58, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8276, loss_cls: 1.6144, loss: 1.6144, grad_norm: 6.0133 2020-10-02 16:27:29,310 - mmaction - INFO - Epoch [54][1040/2825] lr: 7.500e-04, eta: 1 day, 14:10:36, time: 0.987, data_time: 0.075, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8190, loss_cls: 1.6557, loss: 1.6557, grad_norm: 6.0900 2020-10-02 16:27:50,025 - mmaction - INFO - Epoch [54][1060/2825] lr: 7.500e-04, eta: 1 day, 14:10:15, time: 1.036, data_time: 0.109, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8289, loss_cls: 1.6194, loss: 1.6194, grad_norm: 6.0811 2020-10-02 16:28:10,319 - mmaction - INFO - Epoch [54][1080/2825] lr: 7.500e-04, eta: 1 day, 14:09:53, time: 1.014, data_time: 0.004, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8255, loss_cls: 1.6375, loss: 1.6375, grad_norm: 6.0601 2020-10-02 16:28:31,893 - mmaction - INFO - Epoch [54][1100/2825] lr: 7.500e-04, eta: 1 day, 14:09:33, time: 1.079, data_time: 0.013, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8315, loss_cls: 1.5957, loss: 1.5957, grad_norm: 6.0033 2020-10-02 16:28:53,472 - mmaction - INFO - Epoch [54][1120/2825] lr: 7.500e-04, eta: 1 day, 14:09:13, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8240, loss_cls: 1.6350, loss: 1.6350, grad_norm: 6.0580 2020-10-02 16:29:13,413 - mmaction - INFO - Epoch [54][1140/2825] lr: 7.500e-04, eta: 1 day, 14:08:51, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8227, loss_cls: 1.6462, loss: 1.6462, grad_norm: 6.1742 2020-10-02 16:29:34,048 - mmaction - INFO - Epoch [54][1160/2825] lr: 7.500e-04, eta: 1 day, 14:08:30, time: 1.033, data_time: 0.073, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8279, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.9545 2020-10-02 16:29:54,409 - mmaction - INFO - Epoch [54][1180/2825] lr: 7.500e-04, eta: 1 day, 14:08:09, time: 1.019, data_time: 0.154, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.6158, loss: 1.6158, grad_norm: 6.0686 2020-10-02 16:30:16,152 - mmaction - INFO - Epoch [54][1200/2825] lr: 7.500e-04, eta: 1 day, 14:07:49, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.6436, loss: 1.6436, grad_norm: 6.1507 2020-10-02 16:30:37,339 - mmaction - INFO - Epoch [54][1220/2825] lr: 7.500e-04, eta: 1 day, 14:07:28, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8206, loss_cls: 1.6548, loss: 1.6548, grad_norm: 6.1090 2020-10-02 16:30:58,059 - mmaction - INFO - Epoch [54][1240/2825] lr: 7.500e-04, eta: 1 day, 14:07:07, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8242, loss_cls: 1.6273, loss: 1.6273, grad_norm: 6.1116 2020-10-02 16:31:18,928 - mmaction - INFO - Epoch [54][1260/2825] lr: 7.500e-04, eta: 1 day, 14:06:46, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6585, loss: 1.6585, grad_norm: 6.1507 2020-10-02 16:31:39,163 - mmaction - INFO - Epoch [54][1280/2825] lr: 7.500e-04, eta: 1 day, 14:06:25, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8263, loss_cls: 1.6293, loss: 1.6293, grad_norm: 6.1593 2020-10-02 16:32:00,762 - mmaction - INFO - Epoch [54][1300/2825] lr: 7.500e-04, eta: 1 day, 14:06:05, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8245, loss_cls: 1.6084, loss: 1.6084, grad_norm: 6.1069 2020-10-02 16:32:21,230 - mmaction - INFO - Epoch [54][1320/2825] lr: 7.500e-04, eta: 1 day, 14:05:44, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8380, loss_cls: 1.5735, loss: 1.5735, grad_norm: 6.0817 2020-10-02 16:32:41,933 - mmaction - INFO - Epoch [54][1340/2825] lr: 7.500e-04, eta: 1 day, 14:05:23, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8451, loss_cls: 1.5131, loss: 1.5131, grad_norm: 5.9010 2020-10-02 16:33:02,696 - mmaction - INFO - Epoch [54][1360/2825] lr: 7.500e-04, eta: 1 day, 14:05:02, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8367, loss_cls: 1.5889, loss: 1.5889, grad_norm: 6.0444 2020-10-02 16:33:22,863 - mmaction - INFO - Epoch [54][1380/2825] lr: 7.500e-04, eta: 1 day, 14:04:40, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8318, loss_cls: 1.5945, loss: 1.5945, grad_norm: 6.0326 2020-10-02 16:33:43,493 - mmaction - INFO - Epoch [54][1400/2825] lr: 7.500e-04, eta: 1 day, 14:04:19, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8255, loss_cls: 1.6170, loss: 1.6170, grad_norm: 6.0314 2020-10-02 16:34:04,372 - mmaction - INFO - Epoch [54][1420/2825] lr: 7.500e-04, eta: 1 day, 14:03:58, time: 1.045, data_time: 0.096, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.6355, loss: 1.6355, grad_norm: 6.0799 2020-10-02 16:34:25,387 - mmaction - INFO - Epoch [54][1440/2825] lr: 7.500e-04, eta: 1 day, 14:03:37, time: 1.049, data_time: 0.006, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8286, loss_cls: 1.5951, loss: 1.5951, grad_norm: 6.1511 2020-10-02 16:34:46,267 - mmaction - INFO - Epoch [54][1460/2825] lr: 7.500e-04, eta: 1 day, 14:03:17, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8255, loss_cls: 1.6310, loss: 1.6310, grad_norm: 6.1141 2020-10-02 16:35:07,432 - mmaction - INFO - Epoch [54][1480/2825] lr: 7.500e-04, eta: 1 day, 14:02:56, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8216, loss_cls: 1.6408, loss: 1.6408, grad_norm: 6.0980 2020-10-02 16:35:26,223 - mmaction - INFO - Epoch [54][1500/2825] lr: 7.500e-04, eta: 1 day, 14:02:33, time: 0.939, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8237, loss_cls: 1.6062, loss: 1.6062, grad_norm: 6.0567 2020-10-02 16:35:47,799 - mmaction - INFO - Epoch [54][1520/2825] lr: 7.500e-04, eta: 1 day, 14:02:13, time: 1.079, data_time: 0.017, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6417, loss: 1.6417, grad_norm: 5.9978 2020-10-02 16:36:09,988 - mmaction - INFO - Epoch [54][1540/2825] lr: 7.500e-04, eta: 1 day, 14:01:53, time: 1.111, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8305, loss_cls: 1.5878, loss: 1.5878, grad_norm: 6.0277 2020-10-02 16:36:29,420 - mmaction - INFO - Epoch [54][1560/2825] lr: 7.500e-04, eta: 1 day, 14:01:31, time: 0.971, data_time: 0.001, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8297, loss_cls: 1.6359, loss: 1.6359, grad_norm: 6.2290 2020-10-02 16:36:50,063 - mmaction - INFO - Epoch [54][1580/2825] lr: 7.500e-04, eta: 1 day, 14:01:10, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8331, loss_cls: 1.6174, loss: 1.6174, grad_norm: 6.0767 2020-10-02 16:37:10,357 - mmaction - INFO - Epoch [54][1600/2825] lr: 7.500e-04, eta: 1 day, 14:00:49, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8219, loss_cls: 1.6350, loss: 1.6350, grad_norm: 6.1572 2020-10-02 16:37:31,860 - mmaction - INFO - Epoch [54][1620/2825] lr: 7.500e-04, eta: 1 day, 14:00:29, time: 1.075, data_time: 0.091, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8258, loss_cls: 1.6020, loss: 1.6020, grad_norm: 6.0303 2020-10-02 16:37:51,807 - mmaction - INFO - Epoch [54][1640/2825] lr: 7.500e-04, eta: 1 day, 14:00:07, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5825, loss: 1.5825, grad_norm: 6.0380 2020-10-02 16:38:12,067 - mmaction - INFO - Epoch [54][1660/2825] lr: 7.500e-04, eta: 1 day, 13:59:45, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8302, loss_cls: 1.6063, loss: 1.6063, grad_norm: 6.0522 2020-10-02 16:38:33,047 - mmaction - INFO - Epoch [54][1680/2825] lr: 7.500e-04, eta: 1 day, 13:59:25, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8203, loss_cls: 1.6230, loss: 1.6230, grad_norm: 6.0956 2020-10-02 16:38:53,689 - mmaction - INFO - Epoch [54][1700/2825] lr: 7.500e-04, eta: 1 day, 13:59:04, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8253, loss_cls: 1.6378, loss: 1.6378, grad_norm: 6.0940 2020-10-02 16:39:14,256 - mmaction - INFO - Epoch [54][1720/2825] lr: 7.500e-04, eta: 1 day, 13:58:42, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6081, top5_acc: 0.8273, loss_cls: 1.6526, loss: 1.6526, grad_norm: 6.1956 2020-10-02 16:39:34,877 - mmaction - INFO - Epoch [54][1740/2825] lr: 7.500e-04, eta: 1 day, 13:58:21, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6044, top5_acc: 0.8138, loss_cls: 1.6877, loss: 1.6877, grad_norm: 6.1247 2020-10-02 16:39:56,792 - mmaction - INFO - Epoch [54][1760/2825] lr: 7.500e-04, eta: 1 day, 13:58:01, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8352, loss_cls: 1.5898, loss: 1.5898, grad_norm: 6.1200 2020-10-02 16:40:16,299 - mmaction - INFO - Epoch [54][1780/2825] lr: 7.500e-04, eta: 1 day, 13:57:39, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8247, loss_cls: 1.6113, loss: 1.6113, grad_norm: 6.1452 2020-10-02 16:40:38,666 - mmaction - INFO - Epoch [54][1800/2825] lr: 7.500e-04, eta: 1 day, 13:57:20, time: 1.118, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5889, loss: 1.5889, grad_norm: 6.1435 2020-10-02 16:40:58,486 - mmaction - INFO - Epoch [54][1820/2825] lr: 7.500e-04, eta: 1 day, 13:56:58, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8307, loss_cls: 1.6255, loss: 1.6255, grad_norm: 6.1336 2020-10-02 16:41:19,231 - mmaction - INFO - Epoch [54][1840/2825] lr: 7.500e-04, eta: 1 day, 13:56:37, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8172, loss_cls: 1.6643, loss: 1.6643, grad_norm: 6.2186 2020-10-02 16:41:40,874 - mmaction - INFO - Epoch [54][1860/2825] lr: 7.500e-04, eta: 1 day, 13:56:17, time: 1.083, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8331, loss_cls: 1.5777, loss: 1.5777, grad_norm: 6.0714 2020-10-02 16:42:00,679 - mmaction - INFO - Epoch [54][1880/2825] lr: 7.500e-04, eta: 1 day, 13:55:55, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8224, loss_cls: 1.6664, loss: 1.6664, grad_norm: 6.2466 2020-10-02 16:42:21,141 - mmaction - INFO - Epoch [54][1900/2825] lr: 7.500e-04, eta: 1 day, 13:55:34, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5905, loss: 1.5905, grad_norm: 6.0358 2020-10-02 16:42:41,984 - mmaction - INFO - Epoch [54][1920/2825] lr: 7.500e-04, eta: 1 day, 13:55:13, time: 1.041, data_time: 0.121, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8247, loss_cls: 1.6211, loss: 1.6211, grad_norm: 6.0715 2020-10-02 16:43:03,034 - mmaction - INFO - Epoch [54][1940/2825] lr: 7.500e-04, eta: 1 day, 13:54:52, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8266, loss_cls: 1.6342, loss: 1.6342, grad_norm: 6.1087 2020-10-02 16:43:23,898 - mmaction - INFO - Epoch [54][1960/2825] lr: 7.500e-04, eta: 1 day, 13:54:31, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8242, loss_cls: 1.6543, loss: 1.6543, grad_norm: 6.1148 2020-10-02 16:43:44,716 - mmaction - INFO - Epoch [54][1980/2825] lr: 7.500e-04, eta: 1 day, 13:54:11, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8182, loss_cls: 1.6608, loss: 1.6608, grad_norm: 6.1537 2020-10-02 16:44:05,051 - mmaction - INFO - Epoch [54][2000/2825] lr: 7.500e-04, eta: 1 day, 13:53:49, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8318, loss_cls: 1.5992, loss: 1.5992, grad_norm: 6.1638 2020-10-02 16:44:25,352 - mmaction - INFO - Epoch [54][2020/2825] lr: 7.500e-04, eta: 1 day, 13:53:28, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8286, loss_cls: 1.5953, loss: 1.5953, grad_norm: 6.0467 2020-10-02 16:44:48,234 - mmaction - INFO - Epoch [54][2040/2825] lr: 7.500e-04, eta: 1 day, 13:53:09, time: 1.144, data_time: 0.001, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8271, loss_cls: 1.5927, loss: 1.5927, grad_norm: 6.0106 2020-10-02 16:45:07,139 - mmaction - INFO - Epoch [54][2060/2825] lr: 7.500e-04, eta: 1 day, 13:52:46, time: 0.944, data_time: 0.001, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8320, loss_cls: 1.5639, loss: 1.5639, grad_norm: 5.9680 2020-10-02 16:45:28,054 - mmaction - INFO - Epoch [54][2080/2825] lr: 7.500e-04, eta: 1 day, 13:52:25, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8419, loss_cls: 1.5632, loss: 1.5632, grad_norm: 5.9777 2020-10-02 16:45:48,480 - mmaction - INFO - Epoch [54][2100/2825] lr: 7.500e-04, eta: 1 day, 13:52:04, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8297, loss_cls: 1.6006, loss: 1.6006, grad_norm: 5.9623 2020-10-02 16:46:09,786 - mmaction - INFO - Epoch [54][2120/2825] lr: 7.500e-04, eta: 1 day, 13:51:44, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8336, loss_cls: 1.5745, loss: 1.5745, grad_norm: 5.9299 2020-10-02 16:46:29,772 - mmaction - INFO - Epoch [54][2140/2825] lr: 7.500e-04, eta: 1 day, 13:51:22, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5885, loss: 1.5885, grad_norm: 6.0023 2020-10-02 16:46:50,802 - mmaction - INFO - Epoch [54][2160/2825] lr: 7.500e-04, eta: 1 day, 13:51:01, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8333, loss_cls: 1.6123, loss: 1.6123, grad_norm: 6.1921 2020-10-02 16:47:11,729 - mmaction - INFO - Epoch [54][2180/2825] lr: 7.500e-04, eta: 1 day, 13:50:41, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8273, loss_cls: 1.6116, loss: 1.6116, grad_norm: 6.1285 2020-10-02 16:47:32,068 - mmaction - INFO - Epoch [54][2200/2825] lr: 7.500e-04, eta: 1 day, 13:50:19, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8302, loss_cls: 1.5816, loss: 1.5816, grad_norm: 6.0412 2020-10-02 16:47:53,153 - mmaction - INFO - Epoch [54][2220/2825] lr: 7.500e-04, eta: 1 day, 13:49:59, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8224, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.9764 2020-10-02 16:48:15,213 - mmaction - INFO - Epoch [54][2240/2825] lr: 7.500e-04, eta: 1 day, 13:49:39, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6063, top5_acc: 0.8193, loss_cls: 1.6522, loss: 1.6522, grad_norm: 6.1250 2020-10-02 16:48:36,282 - mmaction - INFO - Epoch [54][2260/2825] lr: 7.500e-04, eta: 1 day, 13:49:18, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8320, loss_cls: 1.5889, loss: 1.5889, grad_norm: 6.1358 2020-10-02 16:48:56,011 - mmaction - INFO - Epoch [54][2280/2825] lr: 7.500e-04, eta: 1 day, 13:48:56, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8328, loss_cls: 1.5822, loss: 1.5822, grad_norm: 6.0383 2020-10-02 16:49:16,556 - mmaction - INFO - Epoch [54][2300/2825] lr: 7.500e-04, eta: 1 day, 13:48:35, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8292, loss_cls: 1.5617, loss: 1.5617, grad_norm: 5.9462 2020-10-02 16:49:37,983 - mmaction - INFO - Epoch [54][2320/2825] lr: 7.500e-04, eta: 1 day, 13:48:15, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8276, loss_cls: 1.5788, loss: 1.5788, grad_norm: 5.9635 2020-10-02 16:49:59,388 - mmaction - INFO - Epoch [54][2340/2825] lr: 7.500e-04, eta: 1 day, 13:47:54, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8253, loss_cls: 1.6673, loss: 1.6673, grad_norm: 6.2027 2020-10-02 16:50:20,015 - mmaction - INFO - Epoch [54][2360/2825] lr: 7.500e-04, eta: 1 day, 13:47:33, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8320, loss_cls: 1.5926, loss: 1.5926, grad_norm: 6.0824 2020-10-02 16:50:39,784 - mmaction - INFO - Epoch [54][2380/2825] lr: 7.500e-04, eta: 1 day, 13:47:11, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8276, loss_cls: 1.5892, loss: 1.5892, grad_norm: 6.0596 2020-10-02 16:51:00,472 - mmaction - INFO - Epoch [54][2400/2825] lr: 7.500e-04, eta: 1 day, 13:46:50, time: 1.035, data_time: 0.058, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8258, loss_cls: 1.5810, loss: 1.5810, grad_norm: 6.0494 2020-10-02 16:51:21,602 - mmaction - INFO - Epoch [54][2420/2825] lr: 7.500e-04, eta: 1 day, 13:46:30, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8271, loss_cls: 1.6387, loss: 1.6387, grad_norm: 6.1913 2020-10-02 16:51:43,052 - mmaction - INFO - Epoch [54][2440/2825] lr: 7.500e-04, eta: 1 day, 13:46:09, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8318, loss_cls: 1.5871, loss: 1.5871, grad_norm: 6.0930 2020-10-02 16:52:03,353 - mmaction - INFO - Epoch [54][2460/2825] lr: 7.500e-04, eta: 1 day, 13:45:48, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8234, loss_cls: 1.6417, loss: 1.6417, grad_norm: 6.1517 2020-10-02 16:52:22,875 - mmaction - INFO - Epoch [54][2480/2825] lr: 7.500e-04, eta: 1 day, 13:45:26, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8182, loss_cls: 1.6371, loss: 1.6371, grad_norm: 6.0806 2020-10-02 16:52:43,085 - mmaction - INFO - Epoch [54][2500/2825] lr: 7.500e-04, eta: 1 day, 13:45:05, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8240, loss_cls: 1.6297, loss: 1.6297, grad_norm: 6.0973 2020-10-02 16:53:04,842 - mmaction - INFO - Epoch [54][2520/2825] lr: 7.500e-04, eta: 1 day, 13:44:44, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8289, loss_cls: 1.6119, loss: 1.6119, grad_norm: 6.1120 2020-10-02 16:53:24,397 - mmaction - INFO - Epoch [54][2540/2825] lr: 7.500e-04, eta: 1 day, 13:44:22, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8276, loss_cls: 1.6355, loss: 1.6355, grad_norm: 6.2524 2020-10-02 16:53:44,543 - mmaction - INFO - Epoch [54][2560/2825] lr: 7.500e-04, eta: 1 day, 13:44:01, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8253, loss_cls: 1.6051, loss: 1.6051, grad_norm: 6.1059 2020-10-02 16:54:06,200 - mmaction - INFO - Epoch [54][2580/2825] lr: 7.500e-04, eta: 1 day, 13:43:41, time: 1.083, data_time: 0.003, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8284, loss_cls: 1.6072, loss: 1.6072, grad_norm: 6.0388 2020-10-02 16:54:26,462 - mmaction - INFO - Epoch [54][2600/2825] lr: 7.500e-04, eta: 1 day, 13:43:19, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8190, loss_cls: 1.6821, loss: 1.6821, grad_norm: 6.1399 2020-10-02 16:54:47,426 - mmaction - INFO - Epoch [54][2620/2825] lr: 7.500e-04, eta: 1 day, 13:42:59, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8302, loss_cls: 1.5899, loss: 1.5899, grad_norm: 6.1002 2020-10-02 16:55:08,621 - mmaction - INFO - Epoch [54][2640/2825] lr: 7.500e-04, eta: 1 day, 13:42:38, time: 1.059, data_time: 0.022, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8221, loss_cls: 1.6218, loss: 1.6218, grad_norm: 6.1251 2020-10-02 16:55:27,988 - mmaction - INFO - Epoch [54][2660/2825] lr: 7.500e-04, eta: 1 day, 13:42:16, time: 0.968, data_time: 0.069, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8331, loss_cls: 1.6088, loss: 1.6088, grad_norm: 6.1324 2020-10-02 16:55:49,701 - mmaction - INFO - Epoch [54][2680/2825] lr: 7.500e-04, eta: 1 day, 13:41:56, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8294, loss_cls: 1.6079, loss: 1.6079, grad_norm: 6.1384 2020-10-02 16:56:09,763 - mmaction - INFO - Epoch [54][2700/2825] lr: 7.500e-04, eta: 1 day, 13:41:34, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8263, loss_cls: 1.6360, loss: 1.6360, grad_norm: 6.1531 2020-10-02 16:56:30,964 - mmaction - INFO - Epoch [54][2720/2825] lr: 7.500e-04, eta: 1 day, 13:41:14, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8250, loss_cls: 1.6463, loss: 1.6463, grad_norm: 6.2139 2020-10-02 16:56:51,767 - mmaction - INFO - Epoch [54][2740/2825] lr: 7.500e-04, eta: 1 day, 13:40:53, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5721, loss: 1.5721, grad_norm: 6.0782 2020-10-02 16:57:12,438 - mmaction - INFO - Epoch [54][2760/2825] lr: 7.500e-04, eta: 1 day, 13:40:32, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8232, loss_cls: 1.6195, loss: 1.6195, grad_norm: 6.0949 2020-10-02 16:57:32,923 - mmaction - INFO - Epoch [54][2780/2825] lr: 7.500e-04, eta: 1 day, 13:40:11, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8341, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.1155 2020-10-02 16:57:53,446 - mmaction - INFO - Epoch [54][2800/2825] lr: 7.500e-04, eta: 1 day, 13:39:49, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8326, loss_cls: 1.5791, loss: 1.5791, grad_norm: 5.9833 2020-10-02 16:58:15,352 - mmaction - INFO - Epoch [54][2820/2825] lr: 7.500e-04, eta: 1 day, 13:39:29, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8289, loss_cls: 1.6114, loss: 1.6114, grad_norm: 6.0315 2020-10-02 16:58:19,789 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-10-02 16:59:06,207 - mmaction - INFO - Epoch [55][20/2825] lr: 7.500e-04, eta: 1 day, 13:39:20, time: 2.262, data_time: 1.078, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8388, loss_cls: 1.5895, loss: 1.5895, grad_norm: 6.0274 2020-10-02 16:59:28,069 - mmaction - INFO - Epoch [55][40/2825] lr: 7.500e-04, eta: 1 day, 13:39:00, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8279, loss_cls: 1.5974, loss: 1.5974, grad_norm: 6.0302 2020-10-02 16:59:47,696 - mmaction - INFO - Epoch [55][60/2825] lr: 7.500e-04, eta: 1 day, 13:38:38, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8313, loss_cls: 1.6119, loss: 1.6119, grad_norm: 6.1841 2020-10-02 17:00:10,262 - mmaction - INFO - Epoch [55][80/2825] lr: 7.500e-04, eta: 1 day, 13:38:18, time: 1.127, data_time: 0.001, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6491, loss: 1.6491, grad_norm: 6.1708 2020-10-02 17:00:32,104 - mmaction - INFO - Epoch [55][100/2825] lr: 7.500e-04, eta: 1 day, 13:37:58, time: 1.093, data_time: 0.003, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8279, loss_cls: 1.6236, loss: 1.6236, grad_norm: 6.1407 2020-10-02 17:00:52,034 - mmaction - INFO - Epoch [55][120/2825] lr: 7.500e-04, eta: 1 day, 13:37:37, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8253, loss_cls: 1.6370, loss: 1.6370, grad_norm: 6.3140 2020-10-02 17:01:13,369 - mmaction - INFO - Epoch [55][140/2825] lr: 7.500e-04, eta: 1 day, 13:37:16, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8326, loss_cls: 1.6046, loss: 1.6046, grad_norm: 6.1003 2020-10-02 17:01:34,079 - mmaction - INFO - Epoch [55][160/2825] lr: 7.500e-04, eta: 1 day, 13:36:55, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8333, loss_cls: 1.6175, loss: 1.6175, grad_norm: 6.1244 2020-10-02 17:01:54,357 - mmaction - INFO - Epoch [55][180/2825] lr: 7.500e-04, eta: 1 day, 13:36:34, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8247, loss_cls: 1.6317, loss: 1.6317, grad_norm: 6.1290 2020-10-02 17:02:15,095 - mmaction - INFO - Epoch [55][200/2825] lr: 7.500e-04, eta: 1 day, 13:36:13, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8286, loss_cls: 1.6360, loss: 1.6360, grad_norm: 6.1188 2020-10-02 17:02:36,697 - mmaction - INFO - Epoch [55][220/2825] lr: 7.500e-04, eta: 1 day, 13:35:53, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8346, loss_cls: 1.5526, loss: 1.5526, grad_norm: 5.9583 2020-10-02 17:02:56,828 - mmaction - INFO - Epoch [55][240/2825] lr: 7.500e-04, eta: 1 day, 13:35:31, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8245, loss_cls: 1.6248, loss: 1.6248, grad_norm: 6.1642 2020-10-02 17:03:18,004 - mmaction - INFO - Epoch [55][260/2825] lr: 7.500e-04, eta: 1 day, 13:35:10, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8273, loss_cls: 1.6136, loss: 1.6136, grad_norm: 6.1494 2020-10-02 17:03:38,928 - mmaction - INFO - Epoch [55][280/2825] lr: 7.500e-04, eta: 1 day, 13:34:50, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8143, loss_cls: 1.6748, loss: 1.6748, grad_norm: 6.1507 2020-10-02 17:03:59,542 - mmaction - INFO - Epoch [55][300/2825] lr: 7.500e-04, eta: 1 day, 13:34:29, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8258, loss_cls: 1.6544, loss: 1.6544, grad_norm: 6.1983 2020-10-02 17:04:21,074 - mmaction - INFO - Epoch [55][320/2825] lr: 7.500e-04, eta: 1 day, 13:34:08, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8263, loss_cls: 1.5955, loss: 1.5955, grad_norm: 5.9863 2020-10-02 17:04:42,276 - mmaction - INFO - Epoch [55][340/2825] lr: 7.500e-04, eta: 1 day, 13:33:48, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8344, loss_cls: 1.5644, loss: 1.5644, grad_norm: 5.9857 2020-10-02 17:05:02,920 - mmaction - INFO - Epoch [55][360/2825] lr: 7.500e-04, eta: 1 day, 13:33:27, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8255, loss_cls: 1.6453, loss: 1.6453, grad_norm: 6.1154 2020-10-02 17:05:23,227 - mmaction - INFO - Epoch [55][380/2825] lr: 7.500e-04, eta: 1 day, 13:33:05, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8362, loss_cls: 1.5834, loss: 1.5834, grad_norm: 6.0834 2020-10-02 17:05:43,752 - mmaction - INFO - Epoch [55][400/2825] lr: 7.500e-04, eta: 1 day, 13:32:44, time: 1.027, data_time: 0.095, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8232, loss_cls: 1.6652, loss: 1.6652, grad_norm: 6.2086 2020-10-02 17:06:04,237 - mmaction - INFO - Epoch [55][420/2825] lr: 7.500e-04, eta: 1 day, 13:32:23, time: 1.024, data_time: 0.032, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.6332, loss: 1.6332, grad_norm: 6.1805 2020-10-02 17:06:25,246 - mmaction - INFO - Epoch [55][440/2825] lr: 7.500e-04, eta: 1 day, 13:32:02, time: 1.051, data_time: 0.004, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8250, loss_cls: 1.6240, loss: 1.6240, grad_norm: 6.2263 2020-10-02 17:06:46,000 - mmaction - INFO - Epoch [55][460/2825] lr: 7.500e-04, eta: 1 day, 13:31:41, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8182, loss_cls: 1.6561, loss: 1.6561, grad_norm: 6.1894 2020-10-02 17:07:06,125 - mmaction - INFO - Epoch [55][480/2825] lr: 7.500e-04, eta: 1 day, 13:31:20, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8310, loss_cls: 1.5779, loss: 1.5779, grad_norm: 5.9884 2020-10-02 17:07:27,341 - mmaction - INFO - Epoch [55][500/2825] lr: 7.500e-04, eta: 1 day, 13:30:59, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8247, loss_cls: 1.6293, loss: 1.6293, grad_norm: 6.1422 2020-10-02 17:07:48,062 - mmaction - INFO - Epoch [55][520/2825] lr: 7.500e-04, eta: 1 day, 13:30:38, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8195, loss_cls: 1.6090, loss: 1.6090, grad_norm: 6.0714 2020-10-02 17:08:08,984 - mmaction - INFO - Epoch [55][540/2825] lr: 7.500e-04, eta: 1 day, 13:30:17, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8299, loss_cls: 1.6005, loss: 1.6005, grad_norm: 6.0543 2020-10-02 17:08:29,139 - mmaction - INFO - Epoch [55][560/2825] lr: 7.500e-04, eta: 1 day, 13:29:56, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8268, loss_cls: 1.6353, loss: 1.6353, grad_norm: 6.1427 2020-10-02 17:08:51,217 - mmaction - INFO - Epoch [55][580/2825] lr: 7.500e-04, eta: 1 day, 13:29:36, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8219, loss_cls: 1.6419, loss: 1.6419, grad_norm: 6.1576 2020-10-02 17:09:11,617 - mmaction - INFO - Epoch [55][600/2825] lr: 7.500e-04, eta: 1 day, 13:29:15, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8320, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.9679 2020-10-02 17:09:32,288 - mmaction - INFO - Epoch [55][620/2825] lr: 7.500e-04, eta: 1 day, 13:28:54, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8328, loss_cls: 1.5917, loss: 1.5917, grad_norm: 5.9980 2020-10-02 17:09:53,080 - mmaction - INFO - Epoch [55][640/2825] lr: 7.500e-04, eta: 1 day, 13:28:33, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8336, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.9777 2020-10-02 17:10:12,801 - mmaction - INFO - Epoch [55][660/2825] lr: 7.500e-04, eta: 1 day, 13:28:11, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8336, loss_cls: 1.6246, loss: 1.6246, grad_norm: 6.1738 2020-10-02 17:10:33,402 - mmaction - INFO - Epoch [55][680/2825] lr: 7.500e-04, eta: 1 day, 13:27:50, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8266, loss_cls: 1.6137, loss: 1.6137, grad_norm: 6.0975 2020-10-02 17:10:54,079 - mmaction - INFO - Epoch [55][700/2825] lr: 7.500e-04, eta: 1 day, 13:27:29, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8268, loss_cls: 1.6359, loss: 1.6359, grad_norm: 6.0729 2020-10-02 17:11:14,751 - mmaction - INFO - Epoch [55][720/2825] lr: 7.500e-04, eta: 1 day, 13:27:08, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8214, loss_cls: 1.6231, loss: 1.6231, grad_norm: 6.1890 2020-10-02 17:11:35,011 - mmaction - INFO - Epoch [55][740/2825] lr: 7.500e-04, eta: 1 day, 13:26:46, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8331, loss_cls: 1.6056, loss: 1.6056, grad_norm: 6.1340 2020-10-02 17:11:55,965 - mmaction - INFO - Epoch [55][760/2825] lr: 7.500e-04, eta: 1 day, 13:26:26, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8440, loss_cls: 1.5220, loss: 1.5220, grad_norm: 5.9590 2020-10-02 17:12:16,977 - mmaction - INFO - Epoch [55][780/2825] lr: 7.500e-04, eta: 1 day, 13:26:05, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8292, loss_cls: 1.6389, loss: 1.6389, grad_norm: 6.2286 2020-10-02 17:12:38,397 - mmaction - INFO - Epoch [55][800/2825] lr: 7.500e-04, eta: 1 day, 13:25:44, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8276, loss_cls: 1.6072, loss: 1.6072, grad_norm: 6.1248 2020-10-02 17:12:58,641 - mmaction - INFO - Epoch [55][820/2825] lr: 7.500e-04, eta: 1 day, 13:25:23, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8320, loss_cls: 1.5681, loss: 1.5681, grad_norm: 5.9620 2020-10-02 17:13:19,465 - mmaction - INFO - Epoch [55][840/2825] lr: 7.500e-04, eta: 1 day, 13:25:02, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8346, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.0660 2020-10-02 17:13:39,937 - mmaction - INFO - Epoch [55][860/2825] lr: 7.500e-04, eta: 1 day, 13:24:41, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8260, loss_cls: 1.6481, loss: 1.6481, grad_norm: 6.2176 2020-10-02 17:14:00,038 - mmaction - INFO - Epoch [55][880/2825] lr: 7.500e-04, eta: 1 day, 13:24:19, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8318, loss_cls: 1.6096, loss: 1.6096, grad_norm: 6.0999 2020-10-02 17:14:22,061 - mmaction - INFO - Epoch [55][900/2825] lr: 7.500e-04, eta: 1 day, 13:24:00, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8297, loss_cls: 1.6193, loss: 1.6193, grad_norm: 6.1248 2020-10-02 17:14:42,945 - mmaction - INFO - Epoch [55][920/2825] lr: 7.500e-04, eta: 1 day, 13:23:39, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8370, loss_cls: 1.5687, loss: 1.5687, grad_norm: 6.0540 2020-10-02 17:15:03,352 - mmaction - INFO - Epoch [55][940/2825] lr: 7.500e-04, eta: 1 day, 13:23:17, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.6160, loss: 1.6160, grad_norm: 6.1249 2020-10-02 17:15:23,518 - mmaction - INFO - Epoch [55][960/2825] lr: 7.500e-04, eta: 1 day, 13:22:56, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8346, loss_cls: 1.5557, loss: 1.5557, grad_norm: 6.0752 2020-10-02 17:15:45,613 - mmaction - INFO - Epoch [55][980/2825] lr: 7.500e-04, eta: 1 day, 13:22:36, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8232, loss_cls: 1.6477, loss: 1.6477, grad_norm: 6.0996 2020-10-02 17:16:06,401 - mmaction - INFO - Epoch [55][1000/2825] lr: 7.500e-04, eta: 1 day, 13:22:15, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8263, loss_cls: 1.6414, loss: 1.6414, grad_norm: 6.1376 2020-10-02 17:16:27,429 - mmaction - INFO - Epoch [55][1020/2825] lr: 7.500e-04, eta: 1 day, 13:21:55, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8320, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.0369 2020-10-02 17:16:48,404 - mmaction - INFO - Epoch [55][1040/2825] lr: 7.500e-04, eta: 1 day, 13:21:34, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8388, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.1097 2020-10-02 17:17:09,657 - mmaction - INFO - Epoch [55][1060/2825] lr: 7.500e-04, eta: 1 day, 13:21:13, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8232, loss_cls: 1.6518, loss: 1.6518, grad_norm: 6.1659 2020-10-02 17:17:31,316 - mmaction - INFO - Epoch [55][1080/2825] lr: 7.500e-04, eta: 1 day, 13:20:53, time: 1.084, data_time: 0.003, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8370, loss_cls: 1.5562, loss: 1.5562, grad_norm: 6.0789 2020-10-02 17:17:50,946 - mmaction - INFO - Epoch [55][1100/2825] lr: 7.500e-04, eta: 1 day, 13:20:31, time: 0.981, data_time: 0.001, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8305, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.3236 2020-10-02 17:18:12,578 - mmaction - INFO - Epoch [55][1120/2825] lr: 7.500e-04, eta: 1 day, 13:20:11, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6364, loss: 1.6364, grad_norm: 6.1712 2020-10-02 17:18:34,114 - mmaction - INFO - Epoch [55][1140/2825] lr: 7.500e-04, eta: 1 day, 13:19:51, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8219, loss_cls: 1.6324, loss: 1.6324, grad_norm: 6.1581 2020-10-02 17:18:53,524 - mmaction - INFO - Epoch [55][1160/2825] lr: 7.500e-04, eta: 1 day, 13:19:28, time: 0.969, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8378, loss_cls: 1.5846, loss: 1.5846, grad_norm: 6.0735 2020-10-02 17:19:14,706 - mmaction - INFO - Epoch [55][1180/2825] lr: 7.500e-04, eta: 1 day, 13:19:08, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8315, loss_cls: 1.6080, loss: 1.6080, grad_norm: 6.1162 2020-10-02 17:19:35,248 - mmaction - INFO - Epoch [55][1200/2825] lr: 7.500e-04, eta: 1 day, 13:18:47, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6102, top5_acc: 0.8206, loss_cls: 1.6590, loss: 1.6590, grad_norm: 6.2508 2020-10-02 17:19:56,123 - mmaction - INFO - Epoch [55][1220/2825] lr: 7.500e-04, eta: 1 day, 13:18:26, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8263, loss_cls: 1.6365, loss: 1.6365, grad_norm: 6.1206 2020-10-02 17:20:17,232 - mmaction - INFO - Epoch [55][1240/2825] lr: 7.500e-04, eta: 1 day, 13:18:05, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8323, loss_cls: 1.6045, loss: 1.6045, grad_norm: 6.1796 2020-10-02 17:20:37,210 - mmaction - INFO - Epoch [55][1260/2825] lr: 7.500e-04, eta: 1 day, 13:17:44, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8250, loss_cls: 1.6259, loss: 1.6259, grad_norm: 6.0816 2020-10-02 17:20:58,669 - mmaction - INFO - Epoch [55][1280/2825] lr: 7.500e-04, eta: 1 day, 13:17:23, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8352, loss_cls: 1.6109, loss: 1.6109, grad_norm: 6.0958 2020-10-02 17:21:19,264 - mmaction - INFO - Epoch [55][1300/2825] lr: 7.500e-04, eta: 1 day, 13:17:02, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8253, loss_cls: 1.6368, loss: 1.6368, grad_norm: 6.1633 2020-10-02 17:21:40,032 - mmaction - INFO - Epoch [55][1320/2825] lr: 7.500e-04, eta: 1 day, 13:16:41, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8148, loss_cls: 1.6706, loss: 1.6706, grad_norm: 6.1390 2020-10-02 17:22:00,329 - mmaction - INFO - Epoch [55][1340/2825] lr: 7.500e-04, eta: 1 day, 13:16:20, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8307, loss_cls: 1.6151, loss: 1.6151, grad_norm: 6.1584 2020-10-02 17:22:22,755 - mmaction - INFO - Epoch [55][1360/2825] lr: 7.500e-04, eta: 1 day, 13:16:00, time: 1.122, data_time: 0.003, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8411, loss_cls: 1.5516, loss: 1.5516, grad_norm: 6.0342 2020-10-02 17:22:41,392 - mmaction - INFO - Epoch [55][1380/2825] lr: 7.500e-04, eta: 1 day, 13:15:38, time: 0.932, data_time: 0.023, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8292, loss_cls: 1.6144, loss: 1.6144, grad_norm: 6.0787 2020-10-02 17:23:02,312 - mmaction - INFO - Epoch [55][1400/2825] lr: 7.500e-04, eta: 1 day, 13:15:17, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8260, loss_cls: 1.6302, loss: 1.6302, grad_norm: 6.1749 2020-10-02 17:23:24,235 - mmaction - INFO - Epoch [55][1420/2825] lr: 7.500e-04, eta: 1 day, 13:14:57, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8286, loss_cls: 1.6086, loss: 1.6086, grad_norm: 6.1110 2020-10-02 17:23:44,542 - mmaction - INFO - Epoch [55][1440/2825] lr: 7.500e-04, eta: 1 day, 13:14:35, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8232, loss_cls: 1.6081, loss: 1.6081, grad_norm: 5.9822 2020-10-02 17:24:07,404 - mmaction - INFO - Epoch [55][1460/2825] lr: 7.500e-04, eta: 1 day, 13:14:16, time: 1.142, data_time: 0.001, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8250, loss_cls: 1.6260, loss: 1.6260, grad_norm: 6.2612 2020-10-02 17:24:27,354 - mmaction - INFO - Epoch [55][1480/2825] lr: 7.500e-04, eta: 1 day, 13:13:55, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8469, loss_cls: 1.5064, loss: 1.5064, grad_norm: 6.1886 2020-10-02 17:24:47,356 - mmaction - INFO - Epoch [55][1500/2825] lr: 7.500e-04, eta: 1 day, 13:13:33, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8341, loss_cls: 1.5736, loss: 1.5736, grad_norm: 6.1924 2020-10-02 17:25:07,636 - mmaction - INFO - Epoch [55][1520/2825] lr: 7.500e-04, eta: 1 day, 13:13:12, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8234, loss_cls: 1.6066, loss: 1.6066, grad_norm: 6.0663 2020-10-02 17:25:29,165 - mmaction - INFO - Epoch [55][1540/2825] lr: 7.500e-04, eta: 1 day, 13:12:51, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8242, loss_cls: 1.6104, loss: 1.6104, grad_norm: 6.0661 2020-10-02 17:25:51,594 - mmaction - INFO - Epoch [55][1560/2825] lr: 7.500e-04, eta: 1 day, 13:12:32, time: 1.122, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8318, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.0232 2020-10-02 17:26:11,871 - mmaction - INFO - Epoch [55][1580/2825] lr: 7.500e-04, eta: 1 day, 13:12:10, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8378, loss_cls: 1.5245, loss: 1.5245, grad_norm: 5.9868 2020-10-02 17:26:31,988 - mmaction - INFO - Epoch [55][1600/2825] lr: 7.500e-04, eta: 1 day, 13:11:49, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8276, loss_cls: 1.5866, loss: 1.5866, grad_norm: 6.0515 2020-10-02 17:26:53,042 - mmaction - INFO - Epoch [55][1620/2825] lr: 7.500e-04, eta: 1 day, 13:11:28, time: 1.053, data_time: 0.012, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8203, loss_cls: 1.6510, loss: 1.6510, grad_norm: 6.1187 2020-10-02 17:27:13,644 - mmaction - INFO - Epoch [55][1640/2825] lr: 7.500e-04, eta: 1 day, 13:11:07, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8258, loss_cls: 1.6275, loss: 1.6275, grad_norm: 6.1897 2020-10-02 17:27:34,713 - mmaction - INFO - Epoch [55][1660/2825] lr: 7.500e-04, eta: 1 day, 13:10:46, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8333, loss_cls: 1.5728, loss: 1.5728, grad_norm: 6.0313 2020-10-02 17:27:55,540 - mmaction - INFO - Epoch [55][1680/2825] lr: 7.500e-04, eta: 1 day, 13:10:26, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8263, loss_cls: 1.6339, loss: 1.6339, grad_norm: 6.1469 2020-10-02 17:28:16,042 - mmaction - INFO - Epoch [55][1700/2825] lr: 7.500e-04, eta: 1 day, 13:10:04, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8289, loss_cls: 1.6134, loss: 1.6134, grad_norm: 6.1204 2020-10-02 17:28:36,557 - mmaction - INFO - Epoch [55][1720/2825] lr: 7.500e-04, eta: 1 day, 13:09:43, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8312, loss_cls: 1.5790, loss: 1.5790, grad_norm: 6.0440 2020-10-02 17:28:57,064 - mmaction - INFO - Epoch [55][1740/2825] lr: 7.500e-04, eta: 1 day, 13:09:22, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8276, loss_cls: 1.6296, loss: 1.6296, grad_norm: 6.1578 2020-10-02 17:29:19,088 - mmaction - INFO - Epoch [55][1760/2825] lr: 7.500e-04, eta: 1 day, 13:09:02, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8302, loss_cls: 1.5894, loss: 1.5894, grad_norm: 6.2084 2020-10-02 17:29:37,643 - mmaction - INFO - Epoch [55][1780/2825] lr: 7.500e-04, eta: 1 day, 13:08:39, time: 0.928, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8305, loss_cls: 1.6039, loss: 1.6039, grad_norm: 6.2277 2020-10-02 17:29:58,621 - mmaction - INFO - Epoch [55][1800/2825] lr: 7.500e-04, eta: 1 day, 13:08:19, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8250, loss_cls: 1.6055, loss: 1.6055, grad_norm: 6.1874 2020-10-02 17:30:20,149 - mmaction - INFO - Epoch [55][1820/2825] lr: 7.500e-04, eta: 1 day, 13:07:58, time: 1.077, data_time: 0.019, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8237, loss_cls: 1.6564, loss: 1.6564, grad_norm: 6.2636 2020-10-02 17:30:40,398 - mmaction - INFO - Epoch [55][1840/2825] lr: 7.500e-04, eta: 1 day, 13:07:37, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8312, loss_cls: 1.6191, loss: 1.6191, grad_norm: 6.2125 2020-10-02 17:31:01,862 - mmaction - INFO - Epoch [55][1860/2825] lr: 7.500e-04, eta: 1 day, 13:07:16, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8406, loss_cls: 1.5585, loss: 1.5585, grad_norm: 6.1380 2020-10-02 17:31:23,116 - mmaction - INFO - Epoch [55][1880/2825] lr: 7.500e-04, eta: 1 day, 13:06:56, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.6491, loss: 1.6491, grad_norm: 6.2122 2020-10-02 17:31:42,625 - mmaction - INFO - Epoch [55][1900/2825] lr: 7.500e-04, eta: 1 day, 13:06:34, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8411, loss_cls: 1.5220, loss: 1.5220, grad_norm: 6.0747 2020-10-02 17:32:03,441 - mmaction - INFO - Epoch [55][1920/2825] lr: 7.500e-04, eta: 1 day, 13:06:13, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8336, loss_cls: 1.6040, loss: 1.6040, grad_norm: 6.1139 2020-10-02 17:32:23,947 - mmaction - INFO - Epoch [55][1940/2825] lr: 7.500e-04, eta: 1 day, 13:05:52, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8292, loss_cls: 1.6179, loss: 1.6179, grad_norm: 6.1062 2020-10-02 17:32:44,701 - mmaction - INFO - Epoch [55][1960/2825] lr: 7.500e-04, eta: 1 day, 13:05:31, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8302, loss_cls: 1.5916, loss: 1.5916, grad_norm: 6.1202 2020-10-02 17:33:06,033 - mmaction - INFO - Epoch [55][1980/2825] lr: 7.500e-04, eta: 1 day, 13:05:10, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8253, loss_cls: 1.6185, loss: 1.6185, grad_norm: 6.0825 2020-10-02 17:33:27,060 - mmaction - INFO - Epoch [55][2000/2825] lr: 7.500e-04, eta: 1 day, 13:04:50, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8326, loss_cls: 1.6308, loss: 1.6308, grad_norm: 6.1850 2020-10-02 17:33:47,097 - mmaction - INFO - Epoch [55][2020/2825] lr: 7.500e-04, eta: 1 day, 13:04:28, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8273, loss_cls: 1.5876, loss: 1.5876, grad_norm: 6.0934 2020-10-02 17:34:08,056 - mmaction - INFO - Epoch [55][2040/2825] lr: 7.500e-04, eta: 1 day, 13:04:07, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8227, loss_cls: 1.6224, loss: 1.6224, grad_norm: 6.1581 2020-10-02 17:34:29,610 - mmaction - INFO - Epoch [55][2060/2825] lr: 7.500e-04, eta: 1 day, 13:03:47, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8315, loss_cls: 1.5745, loss: 1.5745, grad_norm: 6.1582 2020-10-02 17:34:50,265 - mmaction - INFO - Epoch [55][2080/2825] lr: 7.500e-04, eta: 1 day, 13:03:26, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8401, loss_cls: 1.5777, loss: 1.5777, grad_norm: 6.1210 2020-10-02 17:35:11,717 - mmaction - INFO - Epoch [55][2100/2825] lr: 7.500e-04, eta: 1 day, 13:03:06, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.6136, loss: 1.6136, grad_norm: 6.2528 2020-10-02 17:35:32,439 - mmaction - INFO - Epoch [55][2120/2825] lr: 7.500e-04, eta: 1 day, 13:02:45, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8323, loss_cls: 1.5809, loss: 1.5809, grad_norm: 6.0238 2020-10-02 17:35:52,147 - mmaction - INFO - Epoch [55][2140/2825] lr: 7.500e-04, eta: 1 day, 13:02:23, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8245, loss_cls: 1.5905, loss: 1.5905, grad_norm: 6.0904 2020-10-02 17:36:12,702 - mmaction - INFO - Epoch [55][2160/2825] lr: 7.500e-04, eta: 1 day, 13:02:02, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8281, loss_cls: 1.6143, loss: 1.6143, grad_norm: 6.1965 2020-10-02 17:36:32,322 - mmaction - INFO - Epoch [55][2180/2825] lr: 7.500e-04, eta: 1 day, 13:01:40, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.6423, loss: 1.6423, grad_norm: 6.1069 2020-10-02 17:36:53,840 - mmaction - INFO - Epoch [55][2200/2825] lr: 7.500e-04, eta: 1 day, 13:01:20, time: 1.076, data_time: 0.032, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8214, loss_cls: 1.6561, loss: 1.6561, grad_norm: 6.3005 2020-10-02 17:37:14,703 - mmaction - INFO - Epoch [55][2220/2825] lr: 7.500e-04, eta: 1 day, 13:00:59, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8302, loss_cls: 1.5937, loss: 1.5937, grad_norm: 6.1490 2020-10-02 17:37:35,612 - mmaction - INFO - Epoch [55][2240/2825] lr: 7.500e-04, eta: 1 day, 13:00:38, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8219, loss_cls: 1.6434, loss: 1.6434, grad_norm: 6.2030 2020-10-02 17:37:56,597 - mmaction - INFO - Epoch [55][2260/2825] lr: 7.500e-04, eta: 1 day, 13:00:17, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8224, loss_cls: 1.6453, loss: 1.6453, grad_norm: 6.2300 2020-10-02 17:38:16,303 - mmaction - INFO - Epoch [55][2280/2825] lr: 7.500e-04, eta: 1 day, 12:59:55, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8331, loss_cls: 1.5373, loss: 1.5373, grad_norm: 5.9568 2020-10-02 17:38:37,147 - mmaction - INFO - Epoch [55][2300/2825] lr: 7.500e-04, eta: 1 day, 12:59:34, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8268, loss_cls: 1.6167, loss: 1.6167, grad_norm: 6.0840 2020-10-02 17:38:58,307 - mmaction - INFO - Epoch [55][2320/2825] lr: 7.500e-04, eta: 1 day, 12:59:14, time: 1.057, data_time: 0.013, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8229, loss_cls: 1.6111, loss: 1.6111, grad_norm: 6.2343 2020-10-02 17:39:18,939 - mmaction - INFO - Epoch [55][2340/2825] lr: 7.500e-04, eta: 1 day, 12:58:53, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8370, loss_cls: 1.5743, loss: 1.5743, grad_norm: 6.1197 2020-10-02 17:39:40,111 - mmaction - INFO - Epoch [55][2360/2825] lr: 7.500e-04, eta: 1 day, 12:58:32, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8242, loss_cls: 1.6475, loss: 1.6475, grad_norm: 6.1403 2020-10-02 17:40:01,386 - mmaction - INFO - Epoch [55][2380/2825] lr: 7.500e-04, eta: 1 day, 12:58:12, time: 1.062, data_time: 0.023, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8326, loss_cls: 1.6042, loss: 1.6042, grad_norm: 6.0596 2020-10-02 17:40:21,145 - mmaction - INFO - Epoch [55][2400/2825] lr: 7.500e-04, eta: 1 day, 12:57:50, time: 0.989, data_time: 0.004, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5817, loss: 1.5817, grad_norm: 6.1967 2020-10-02 17:40:42,772 - mmaction - INFO - Epoch [55][2420/2825] lr: 7.500e-04, eta: 1 day, 12:57:30, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8216, loss_cls: 1.6411, loss: 1.6411, grad_norm: 6.1913 2020-10-02 17:41:03,452 - mmaction - INFO - Epoch [55][2440/2825] lr: 7.500e-04, eta: 1 day, 12:57:08, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8206, loss_cls: 1.6240, loss: 1.6240, grad_norm: 6.1453 2020-10-02 17:41:24,033 - mmaction - INFO - Epoch [55][2460/2825] lr: 7.500e-04, eta: 1 day, 12:56:47, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8292, loss_cls: 1.5900, loss: 1.5900, grad_norm: 6.0663 2020-10-02 17:41:44,876 - mmaction - INFO - Epoch [55][2480/2825] lr: 7.500e-04, eta: 1 day, 12:56:27, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8214, loss_cls: 1.6447, loss: 1.6447, grad_norm: 6.2913 2020-10-02 17:42:06,149 - mmaction - INFO - Epoch [55][2500/2825] lr: 7.500e-04, eta: 1 day, 12:56:06, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8190, loss_cls: 1.6455, loss: 1.6455, grad_norm: 6.0981 2020-10-02 17:42:26,753 - mmaction - INFO - Epoch [55][2520/2825] lr: 7.500e-04, eta: 1 day, 12:55:45, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8240, loss_cls: 1.6271, loss: 1.6271, grad_norm: 6.1225 2020-10-02 17:42:47,065 - mmaction - INFO - Epoch [55][2540/2825] lr: 7.500e-04, eta: 1 day, 12:55:24, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8208, loss_cls: 1.6236, loss: 1.6236, grad_norm: 6.1102 2020-10-02 17:43:08,287 - mmaction - INFO - Epoch [55][2560/2825] lr: 7.500e-04, eta: 1 day, 12:55:03, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8268, loss_cls: 1.6186, loss: 1.6186, grad_norm: 6.2207 2020-10-02 17:43:29,642 - mmaction - INFO - Epoch [55][2580/2825] lr: 7.500e-04, eta: 1 day, 12:54:43, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8240, loss_cls: 1.6262, loss: 1.6262, grad_norm: 6.2497 2020-10-02 17:43:49,825 - mmaction - INFO - Epoch [55][2600/2825] lr: 7.500e-04, eta: 1 day, 12:54:21, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8281, loss_cls: 1.5994, loss: 1.5994, grad_norm: 6.1939 2020-10-02 17:44:10,516 - mmaction - INFO - Epoch [55][2620/2825] lr: 7.500e-04, eta: 1 day, 12:54:00, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8310, loss_cls: 1.6025, loss: 1.6025, grad_norm: 6.1342 2020-10-02 17:44:30,855 - mmaction - INFO - Epoch [55][2640/2825] lr: 7.500e-04, eta: 1 day, 12:53:39, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.6065, loss: 1.6065, grad_norm: 6.1189 2020-10-02 17:44:51,594 - mmaction - INFO - Epoch [55][2660/2825] lr: 7.500e-04, eta: 1 day, 12:53:18, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8245, loss_cls: 1.6343, loss: 1.6343, grad_norm: 6.1246 2020-10-02 17:45:13,015 - mmaction - INFO - Epoch [55][2680/2825] lr: 7.500e-04, eta: 1 day, 12:52:57, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8227, loss_cls: 1.6364, loss: 1.6364, grad_norm: 6.1564 2020-10-02 17:45:32,778 - mmaction - INFO - Epoch [55][2700/2825] lr: 7.500e-04, eta: 1 day, 12:52:36, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8224, loss_cls: 1.6251, loss: 1.6251, grad_norm: 6.1637 2020-10-02 17:45:53,304 - mmaction - INFO - Epoch [55][2720/2825] lr: 7.500e-04, eta: 1 day, 12:52:15, time: 1.028, data_time: 0.004, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.6009, loss: 1.6009, grad_norm: 6.2308 2020-10-02 17:46:14,859 - mmaction - INFO - Epoch [55][2740/2825] lr: 7.500e-04, eta: 1 day, 12:51:54, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8195, loss_cls: 1.6423, loss: 1.6423, grad_norm: 6.1963 2020-10-02 17:46:34,516 - mmaction - INFO - Epoch [55][2760/2825] lr: 7.500e-04, eta: 1 day, 12:51:32, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.5292, loss: 1.5292, grad_norm: 6.1220 2020-10-02 17:46:56,174 - mmaction - INFO - Epoch [55][2780/2825] lr: 7.500e-04, eta: 1 day, 12:51:12, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8237, loss_cls: 1.6385, loss: 1.6385, grad_norm: 6.2640 2020-10-02 17:47:17,368 - mmaction - INFO - Epoch [55][2800/2825] lr: 7.500e-04, eta: 1 day, 12:50:52, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8232, loss_cls: 1.6346, loss: 1.6346, grad_norm: 6.1839 2020-10-02 17:47:36,709 - mmaction - INFO - Epoch [55][2820/2825] lr: 7.500e-04, eta: 1 day, 12:50:29, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8380, loss_cls: 1.5633, loss: 1.5633, grad_norm: 6.1862 2020-10-02 17:47:43,770 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-10-02 17:51:13,660 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 17:51:16,191 - mmaction - INFO - top1_acc 0.5864 top5_acc 0.8137 2020-10-02 17:51:16,192 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 17:51:16,307 - mmaction - INFO - mean_acc 0.5863 2020-10-02 17:51:16,307 - mmaction - INFO - Now best checkpoint is epoch_55.pth 2020-10-02 17:51:16,327 - mmaction - INFO - Epoch(val) [55][2825] top1_acc: 0.5864, top5_acc: 0.8137, mean_class_accuracy: 0.5863 2020-10-02 17:51:56,888 - mmaction - INFO - Epoch [56][20/2825] lr: 7.500e-04, eta: 1 day, 12:50:15, time: 2.026, data_time: 0.899, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8411, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.0812 2020-10-02 17:52:17,281 - mmaction - INFO - Epoch [56][40/2825] lr: 7.500e-04, eta: 1 day, 12:49:54, time: 1.020, data_time: 0.003, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8276, loss_cls: 1.6251, loss: 1.6251, grad_norm: 6.0891 2020-10-02 17:52:37,415 - mmaction - INFO - Epoch [56][60/2825] lr: 7.500e-04, eta: 1 day, 12:49:32, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8320, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.2011 2020-10-02 17:52:58,277 - mmaction - INFO - Epoch [56][80/2825] lr: 7.500e-04, eta: 1 day, 12:49:12, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8255, loss_cls: 1.6497, loss: 1.6497, grad_norm: 6.2526 2020-10-02 17:53:19,419 - mmaction - INFO - Epoch [56][100/2825] lr: 7.500e-04, eta: 1 day, 12:48:51, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8242, loss_cls: 1.6410, loss: 1.6410, grad_norm: 6.1399 2020-10-02 17:53:40,567 - mmaction - INFO - Epoch [56][120/2825] lr: 7.500e-04, eta: 1 day, 12:48:30, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5554, loss: 1.5554, grad_norm: 6.0943 2020-10-02 17:54:00,420 - mmaction - INFO - Epoch [56][140/2825] lr: 7.500e-04, eta: 1 day, 12:48:09, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.6133, loss: 1.6133, grad_norm: 6.0483 2020-10-02 17:54:22,525 - mmaction - INFO - Epoch [56][160/2825] lr: 7.500e-04, eta: 1 day, 12:47:49, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8187, loss_cls: 1.6773, loss: 1.6773, grad_norm: 6.2934 2020-10-02 17:54:42,051 - mmaction - INFO - Epoch [56][180/2825] lr: 7.500e-04, eta: 1 day, 12:47:27, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8341, loss_cls: 1.6228, loss: 1.6228, grad_norm: 6.2190 2020-10-02 17:55:03,559 - mmaction - INFO - Epoch [56][200/2825] lr: 7.500e-04, eta: 1 day, 12:47:06, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8237, loss_cls: 1.6228, loss: 1.6228, grad_norm: 6.1560 2020-10-02 17:55:22,510 - mmaction - INFO - Epoch [56][220/2825] lr: 7.500e-04, eta: 1 day, 12:46:44, time: 0.947, data_time: 0.007, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8341, loss_cls: 1.5864, loss: 1.5864, grad_norm: 6.1193 2020-10-02 17:55:43,702 - mmaction - INFO - Epoch [56][240/2825] lr: 7.500e-04, eta: 1 day, 12:46:23, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8258, loss_cls: 1.6437, loss: 1.6437, grad_norm: 6.2577 2020-10-02 17:56:04,650 - mmaction - INFO - Epoch [56][260/2825] lr: 7.500e-04, eta: 1 day, 12:46:03, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8260, loss_cls: 1.6207, loss: 1.6207, grad_norm: 6.1330 2020-10-02 17:56:25,875 - mmaction - INFO - Epoch [56][280/2825] lr: 7.500e-04, eta: 1 day, 12:45:42, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8328, loss_cls: 1.5930, loss: 1.5930, grad_norm: 6.1662 2020-10-02 17:56:46,713 - mmaction - INFO - Epoch [56][300/2825] lr: 7.500e-04, eta: 1 day, 12:45:21, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8391, loss_cls: 1.5569, loss: 1.5569, grad_norm: 6.0526 2020-10-02 17:57:07,335 - mmaction - INFO - Epoch [56][320/2825] lr: 7.500e-04, eta: 1 day, 12:45:00, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8263, loss_cls: 1.6473, loss: 1.6473, grad_norm: 6.1660 2020-10-02 17:57:27,352 - mmaction - INFO - Epoch [56][340/2825] lr: 7.500e-04, eta: 1 day, 12:44:39, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.6455, loss: 1.6455, grad_norm: 6.2296 2020-10-02 17:57:49,137 - mmaction - INFO - Epoch [56][360/2825] lr: 7.500e-04, eta: 1 day, 12:44:18, time: 1.089, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8271, loss_cls: 1.6158, loss: 1.6158, grad_norm: 6.0751 2020-10-02 17:58:08,993 - mmaction - INFO - Epoch [56][380/2825] lr: 7.500e-04, eta: 1 day, 12:43:57, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8315, loss_cls: 1.6416, loss: 1.6416, grad_norm: 6.2066 2020-10-02 17:58:30,402 - mmaction - INFO - Epoch [56][400/2825] lr: 7.500e-04, eta: 1 day, 12:43:36, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8401, loss_cls: 1.5734, loss: 1.5734, grad_norm: 6.1942 2020-10-02 17:58:51,999 - mmaction - INFO - Epoch [56][420/2825] lr: 7.500e-04, eta: 1 day, 12:43:16, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8286, loss_cls: 1.5698, loss: 1.5698, grad_norm: 6.1095 2020-10-02 17:59:11,927 - mmaction - INFO - Epoch [56][440/2825] lr: 7.500e-04, eta: 1 day, 12:42:54, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8341, loss_cls: 1.5839, loss: 1.5839, grad_norm: 6.2089 2020-10-02 17:59:33,615 - mmaction - INFO - Epoch [56][460/2825] lr: 7.500e-04, eta: 1 day, 12:42:34, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8380, loss_cls: 1.5583, loss: 1.5583, grad_norm: 6.1363 2020-10-02 17:59:54,499 - mmaction - INFO - Epoch [56][480/2825] lr: 7.500e-04, eta: 1 day, 12:42:13, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8258, loss_cls: 1.5911, loss: 1.5911, grad_norm: 6.0621 2020-10-02 18:00:15,357 - mmaction - INFO - Epoch [56][500/2825] lr: 7.500e-04, eta: 1 day, 12:41:52, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8320, loss_cls: 1.5708, loss: 1.5708, grad_norm: 6.1389 2020-10-02 18:00:36,684 - mmaction - INFO - Epoch [56][520/2825] lr: 7.500e-04, eta: 1 day, 12:41:32, time: 1.066, data_time: 0.059, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8313, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.0694 2020-10-02 18:00:57,492 - mmaction - INFO - Epoch [56][540/2825] lr: 7.500e-04, eta: 1 day, 12:41:11, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8307, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.0513 2020-10-02 18:01:17,666 - mmaction - INFO - Epoch [56][560/2825] lr: 7.500e-04, eta: 1 day, 12:40:50, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8396, loss_cls: 1.5649, loss: 1.5649, grad_norm: 6.1415 2020-10-02 18:01:38,608 - mmaction - INFO - Epoch [56][580/2825] lr: 7.500e-04, eta: 1 day, 12:40:29, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8253, loss_cls: 1.6327, loss: 1.6327, grad_norm: 6.2116 2020-10-02 18:01:59,732 - mmaction - INFO - Epoch [56][600/2825] lr: 7.500e-04, eta: 1 day, 12:40:08, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.6089, loss: 1.6089, grad_norm: 6.0955 2020-10-02 18:02:21,342 - mmaction - INFO - Epoch [56][620/2825] lr: 7.500e-04, eta: 1 day, 12:39:48, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8286, loss_cls: 1.6450, loss: 1.6450, grad_norm: 6.1546 2020-10-02 18:02:42,088 - mmaction - INFO - Epoch [56][640/2825] lr: 7.500e-04, eta: 1 day, 12:39:27, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8260, loss_cls: 1.6221, loss: 1.6221, grad_norm: 6.1798 2020-10-02 18:03:03,283 - mmaction - INFO - Epoch [56][660/2825] lr: 7.500e-04, eta: 1 day, 12:39:06, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8357, loss_cls: 1.5647, loss: 1.5647, grad_norm: 6.1450 2020-10-02 18:03:24,470 - mmaction - INFO - Epoch [56][680/2825] lr: 7.500e-04, eta: 1 day, 12:38:46, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8234, loss_cls: 1.6454, loss: 1.6454, grad_norm: 6.2201 2020-10-02 18:03:44,666 - mmaction - INFO - Epoch [56][700/2825] lr: 7.500e-04, eta: 1 day, 12:38:24, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8273, loss_cls: 1.5516, loss: 1.5516, grad_norm: 5.9563 2020-10-02 18:04:04,939 - mmaction - INFO - Epoch [56][720/2825] lr: 7.500e-04, eta: 1 day, 12:38:03, time: 1.014, data_time: 0.123, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.5674, loss: 1.5674, grad_norm: 6.0232 2020-10-02 18:04:26,341 - mmaction - INFO - Epoch [56][740/2825] lr: 7.500e-04, eta: 1 day, 12:37:43, time: 1.070, data_time: 0.121, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.6442, loss: 1.6442, grad_norm: 6.1129 2020-10-02 18:04:46,456 - mmaction - INFO - Epoch [56][760/2825] lr: 7.500e-04, eta: 1 day, 12:37:21, time: 1.006, data_time: 0.050, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5891, loss: 1.5891, grad_norm: 6.0519 2020-10-02 18:05:08,574 - mmaction - INFO - Epoch [56][780/2825] lr: 7.500e-04, eta: 1 day, 12:37:01, time: 1.106, data_time: 0.065, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8315, loss_cls: 1.5916, loss: 1.5916, grad_norm: 6.1288 2020-10-02 18:05:28,794 - mmaction - INFO - Epoch [56][800/2825] lr: 7.500e-04, eta: 1 day, 12:36:40, time: 1.011, data_time: 0.078, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6818, loss: 1.6818, grad_norm: 6.3202 2020-10-02 18:05:49,437 - mmaction - INFO - Epoch [56][820/2825] lr: 7.500e-04, eta: 1 day, 12:36:19, time: 1.032, data_time: 0.272, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6576, loss: 1.6576, grad_norm: 6.1633 2020-10-02 18:06:10,023 - mmaction - INFO - Epoch [56][840/2825] lr: 7.500e-04, eta: 1 day, 12:35:58, time: 1.030, data_time: 0.123, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8315, loss_cls: 1.5976, loss: 1.5976, grad_norm: 6.1977 2020-10-02 18:06:30,999 - mmaction - INFO - Epoch [56][860/2825] lr: 7.500e-04, eta: 1 day, 12:35:37, time: 1.048, data_time: 0.026, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8143, loss_cls: 1.6643, loss: 1.6643, grad_norm: 6.1625 2020-10-02 18:06:51,353 - mmaction - INFO - Epoch [56][880/2825] lr: 7.500e-04, eta: 1 day, 12:35:16, time: 1.017, data_time: 0.012, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8294, loss_cls: 1.5959, loss: 1.5959, grad_norm: 6.2422 2020-10-02 18:07:11,911 - mmaction - INFO - Epoch [56][900/2825] lr: 7.500e-04, eta: 1 day, 12:34:54, time: 1.027, data_time: 0.009, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8315, loss_cls: 1.5956, loss: 1.5956, grad_norm: 6.1892 2020-10-02 18:07:33,348 - mmaction - INFO - Epoch [56][920/2825] lr: 7.500e-04, eta: 1 day, 12:34:34, time: 1.073, data_time: 0.049, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8310, loss_cls: 1.5877, loss: 1.5877, grad_norm: 6.1150 2020-10-02 18:07:53,355 - mmaction - INFO - Epoch [56][940/2825] lr: 7.500e-04, eta: 1 day, 12:34:13, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8318, loss_cls: 1.6101, loss: 1.6101, grad_norm: 6.1922 2020-10-02 18:08:14,740 - mmaction - INFO - Epoch [56][960/2825] lr: 7.500e-04, eta: 1 day, 12:33:52, time: 1.068, data_time: 0.048, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8292, loss_cls: 1.5992, loss: 1.5992, grad_norm: 6.3472 2020-10-02 18:08:34,987 - mmaction - INFO - Epoch [56][980/2825] lr: 7.500e-04, eta: 1 day, 12:33:31, time: 1.013, data_time: 0.008, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8349, loss_cls: 1.6170, loss: 1.6170, grad_norm: 6.2991 2020-10-02 18:08:55,258 - mmaction - INFO - Epoch [56][1000/2825] lr: 7.500e-04, eta: 1 day, 12:33:09, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8401, loss_cls: 1.5643, loss: 1.5643, grad_norm: 6.0212 2020-10-02 18:09:15,967 - mmaction - INFO - Epoch [56][1020/2825] lr: 7.500e-04, eta: 1 day, 12:32:48, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8307, loss_cls: 1.5831, loss: 1.5831, grad_norm: 6.1697 2020-10-02 18:09:36,296 - mmaction - INFO - Epoch [56][1040/2825] lr: 7.500e-04, eta: 1 day, 12:32:27, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8367, loss_cls: 1.5955, loss: 1.5955, grad_norm: 6.2340 2020-10-02 18:09:56,139 - mmaction - INFO - Epoch [56][1060/2825] lr: 7.500e-04, eta: 1 day, 12:32:05, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8201, loss_cls: 1.6324, loss: 1.6324, grad_norm: 6.2584 2020-10-02 18:10:17,176 - mmaction - INFO - Epoch [56][1080/2825] lr: 7.500e-04, eta: 1 day, 12:31:45, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6148, top5_acc: 0.8206, loss_cls: 1.6639, loss: 1.6639, grad_norm: 6.2775 2020-10-02 18:10:38,295 - mmaction - INFO - Epoch [56][1100/2825] lr: 7.500e-04, eta: 1 day, 12:31:24, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8294, loss_cls: 1.5948, loss: 1.5948, grad_norm: 6.2514 2020-10-02 18:10:59,830 - mmaction - INFO - Epoch [56][1120/2825] lr: 7.500e-04, eta: 1 day, 12:31:04, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8372, loss_cls: 1.5752, loss: 1.5752, grad_norm: 6.1767 2020-10-02 18:11:19,476 - mmaction - INFO - Epoch [56][1140/2825] lr: 7.500e-04, eta: 1 day, 12:30:42, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8245, loss_cls: 1.6291, loss: 1.6291, grad_norm: 6.2262 2020-10-02 18:11:40,690 - mmaction - INFO - Epoch [56][1160/2825] lr: 7.500e-04, eta: 1 day, 12:30:21, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8320, loss_cls: 1.6096, loss: 1.6096, grad_norm: 6.1327 2020-10-02 18:12:01,134 - mmaction - INFO - Epoch [56][1180/2825] lr: 7.500e-04, eta: 1 day, 12:30:00, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8284, loss_cls: 1.6050, loss: 1.6050, grad_norm: 6.2045 2020-10-02 18:12:22,699 - mmaction - INFO - Epoch [56][1200/2825] lr: 7.500e-04, eta: 1 day, 12:29:40, time: 1.079, data_time: 0.003, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8380, loss_cls: 1.5401, loss: 1.5401, grad_norm: 6.0229 2020-10-02 18:12:43,648 - mmaction - INFO - Epoch [56][1220/2825] lr: 7.500e-04, eta: 1 day, 12:29:19, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8349, loss_cls: 1.5694, loss: 1.5694, grad_norm: 6.0909 2020-10-02 18:13:03,784 - mmaction - INFO - Epoch [56][1240/2825] lr: 7.500e-04, eta: 1 day, 12:28:57, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8336, loss_cls: 1.5755, loss: 1.5755, grad_norm: 6.2040 2020-10-02 18:13:24,067 - mmaction - INFO - Epoch [56][1260/2825] lr: 7.500e-04, eta: 1 day, 12:28:36, time: 1.014, data_time: 0.003, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8273, loss_cls: 1.6024, loss: 1.6024, grad_norm: 6.2094 2020-10-02 18:13:45,969 - mmaction - INFO - Epoch [56][1280/2825] lr: 7.500e-04, eta: 1 day, 12:28:16, time: 1.096, data_time: 0.009, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8281, loss_cls: 1.6184, loss: 1.6184, grad_norm: 6.2551 2020-10-02 18:14:08,538 - mmaction - INFO - Epoch [56][1300/2825] lr: 7.500e-04, eta: 1 day, 12:27:57, time: 1.128, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8276, loss_cls: 1.6138, loss: 1.6138, grad_norm: 6.2910 2020-10-02 18:14:27,767 - mmaction - INFO - Epoch [56][1320/2825] lr: 7.500e-04, eta: 1 day, 12:27:34, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6798, loss: 1.6798, grad_norm: 6.3538 2020-10-02 18:14:48,574 - mmaction - INFO - Epoch [56][1340/2825] lr: 7.500e-04, eta: 1 day, 12:27:13, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8214, loss_cls: 1.6150, loss: 1.6150, grad_norm: 6.1303 2020-10-02 18:15:09,242 - mmaction - INFO - Epoch [56][1360/2825] lr: 7.500e-04, eta: 1 day, 12:26:52, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8253, loss_cls: 1.5771, loss: 1.5771, grad_norm: 6.0515 2020-10-02 18:15:29,911 - mmaction - INFO - Epoch [56][1380/2825] lr: 7.500e-04, eta: 1 day, 12:26:31, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8318, loss_cls: 1.6041, loss: 1.6041, grad_norm: 6.2880 2020-10-02 18:15:50,465 - mmaction - INFO - Epoch [56][1400/2825] lr: 7.500e-04, eta: 1 day, 12:26:10, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8365, loss_cls: 1.5373, loss: 1.5373, grad_norm: 6.1194 2020-10-02 18:16:11,466 - mmaction - INFO - Epoch [56][1420/2825] lr: 7.500e-04, eta: 1 day, 12:25:50, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8268, loss_cls: 1.6275, loss: 1.6275, grad_norm: 6.3485 2020-10-02 18:16:31,802 - mmaction - INFO - Epoch [56][1440/2825] lr: 7.500e-04, eta: 1 day, 12:25:28, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8258, loss_cls: 1.6388, loss: 1.6388, grad_norm: 6.2799 2020-10-02 18:16:51,848 - mmaction - INFO - Epoch [56][1460/2825] lr: 7.500e-04, eta: 1 day, 12:25:07, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8305, loss_cls: 1.5908, loss: 1.5908, grad_norm: 6.2276 2020-10-02 18:17:12,969 - mmaction - INFO - Epoch [56][1480/2825] lr: 7.500e-04, eta: 1 day, 12:24:46, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5585, loss: 1.5585, grad_norm: 6.1328 2020-10-02 18:17:33,386 - mmaction - INFO - Epoch [56][1500/2825] lr: 7.500e-04, eta: 1 day, 12:24:25, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8227, loss_cls: 1.6270, loss: 1.6270, grad_norm: 6.2767 2020-10-02 18:17:53,991 - mmaction - INFO - Epoch [56][1520/2825] lr: 7.500e-04, eta: 1 day, 12:24:04, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8458, loss_cls: 1.5151, loss: 1.5151, grad_norm: 6.1029 2020-10-02 18:18:15,401 - mmaction - INFO - Epoch [56][1540/2825] lr: 7.500e-04, eta: 1 day, 12:23:43, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8370, loss_cls: 1.5896, loss: 1.5896, grad_norm: 6.2121 2020-10-02 18:18:35,956 - mmaction - INFO - Epoch [56][1560/2825] lr: 7.500e-04, eta: 1 day, 12:23:22, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8357, loss_cls: 1.5707, loss: 1.5707, grad_norm: 6.1519 2020-10-02 18:18:55,877 - mmaction - INFO - Epoch [56][1580/2825] lr: 7.500e-04, eta: 1 day, 12:23:01, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8234, loss_cls: 1.6084, loss: 1.6084, grad_norm: 6.2025 2020-10-02 18:19:18,210 - mmaction - INFO - Epoch [56][1600/2825] lr: 7.500e-04, eta: 1 day, 12:22:41, time: 1.116, data_time: 0.001, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8193, loss_cls: 1.6625, loss: 1.6625, grad_norm: 6.2992 2020-10-02 18:19:37,872 - mmaction - INFO - Epoch [56][1620/2825] lr: 7.500e-04, eta: 1 day, 12:22:19, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8216, loss_cls: 1.6500, loss: 1.6500, grad_norm: 6.2398 2020-10-02 18:19:58,958 - mmaction - INFO - Epoch [56][1640/2825] lr: 7.500e-04, eta: 1 day, 12:21:58, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8331, loss_cls: 1.6067, loss: 1.6067, grad_norm: 6.1179 2020-10-02 18:20:21,046 - mmaction - INFO - Epoch [56][1660/2825] lr: 7.500e-04, eta: 1 day, 12:21:39, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8253, loss_cls: 1.6038, loss: 1.6038, grad_norm: 6.2443 2020-10-02 18:20:40,338 - mmaction - INFO - Epoch [56][1680/2825] lr: 7.500e-04, eta: 1 day, 12:21:16, time: 0.964, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8284, loss_cls: 1.5786, loss: 1.5786, grad_norm: 6.1624 2020-10-02 18:21:01,390 - mmaction - INFO - Epoch [56][1700/2825] lr: 7.500e-04, eta: 1 day, 12:20:56, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8341, loss_cls: 1.6183, loss: 1.6183, grad_norm: 6.2690 2020-10-02 18:21:22,142 - mmaction - INFO - Epoch [56][1720/2825] lr: 7.500e-04, eta: 1 day, 12:20:35, time: 1.037, data_time: 0.008, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8206, loss_cls: 1.6499, loss: 1.6499, grad_norm: 6.3670 2020-10-02 18:21:42,054 - mmaction - INFO - Epoch [56][1740/2825] lr: 7.500e-04, eta: 1 day, 12:20:13, time: 0.996, data_time: 0.086, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8206, loss_cls: 1.6397, loss: 1.6397, grad_norm: 6.2758 2020-10-02 18:22:04,721 - mmaction - INFO - Epoch [56][1760/2825] lr: 7.500e-04, eta: 1 day, 12:19:54, time: 1.133, data_time: 0.446, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8219, loss_cls: 1.5998, loss: 1.5998, grad_norm: 6.1619 2020-10-02 18:22:23,696 - mmaction - INFO - Epoch [56][1780/2825] lr: 7.500e-04, eta: 1 day, 12:19:31, time: 0.948, data_time: 0.340, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8344, loss_cls: 1.5826, loss: 1.5826, grad_norm: 6.1908 2020-10-02 18:22:45,906 - mmaction - INFO - Epoch [56][1800/2825] lr: 7.500e-04, eta: 1 day, 12:19:12, time: 1.112, data_time: 0.492, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.6224, loss: 1.6224, grad_norm: 6.1702 2020-10-02 18:23:07,057 - mmaction - INFO - Epoch [56][1820/2825] lr: 7.500e-04, eta: 1 day, 12:18:51, time: 1.057, data_time: 0.441, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8279, loss_cls: 1.6140, loss: 1.6140, grad_norm: 6.2435 2020-10-02 18:23:27,076 - mmaction - INFO - Epoch [56][1840/2825] lr: 7.500e-04, eta: 1 day, 12:18:29, time: 1.000, data_time: 0.391, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8237, loss_cls: 1.6247, loss: 1.6247, grad_norm: 6.2670 2020-10-02 18:23:47,646 - mmaction - INFO - Epoch [56][1860/2825] lr: 7.500e-04, eta: 1 day, 12:18:08, time: 1.029, data_time: 0.416, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8263, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.1700 2020-10-02 18:24:09,320 - mmaction - INFO - Epoch [56][1880/2825] lr: 7.500e-04, eta: 1 day, 12:17:48, time: 1.084, data_time: 0.388, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8281, loss_cls: 1.5927, loss: 1.5927, grad_norm: 6.1825 2020-10-02 18:24:29,499 - mmaction - INFO - Epoch [56][1900/2825] lr: 7.500e-04, eta: 1 day, 12:17:27, time: 1.008, data_time: 0.397, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8305, loss_cls: 1.6117, loss: 1.6117, grad_norm: 6.1477 2020-10-02 18:24:49,901 - mmaction - INFO - Epoch [56][1920/2825] lr: 7.500e-04, eta: 1 day, 12:17:05, time: 1.020, data_time: 0.403, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8227, loss_cls: 1.6338, loss: 1.6338, grad_norm: 6.2176 2020-10-02 18:25:10,497 - mmaction - INFO - Epoch [56][1940/2825] lr: 7.500e-04, eta: 1 day, 12:16:44, time: 1.029, data_time: 0.295, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.6180, loss: 1.6180, grad_norm: 6.2660 2020-10-02 18:25:30,719 - mmaction - INFO - Epoch [56][1960/2825] lr: 7.500e-04, eta: 1 day, 12:16:23, time: 1.012, data_time: 0.315, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8263, loss_cls: 1.5921, loss: 1.5921, grad_norm: 6.1888 2020-10-02 18:25:52,461 - mmaction - INFO - Epoch [56][1980/2825] lr: 7.500e-04, eta: 1 day, 12:16:03, time: 1.087, data_time: 0.446, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8253, loss_cls: 1.6463, loss: 1.6463, grad_norm: 6.3620 2020-10-02 18:26:13,366 - mmaction - INFO - Epoch [56][2000/2825] lr: 7.500e-04, eta: 1 day, 12:15:42, time: 1.045, data_time: 0.210, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8336, loss_cls: 1.5949, loss: 1.5949, grad_norm: 6.1562 2020-10-02 18:26:32,824 - mmaction - INFO - Epoch [56][2020/2825] lr: 7.500e-04, eta: 1 day, 12:15:20, time: 0.974, data_time: 0.025, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8286, loss_cls: 1.6122, loss: 1.6122, grad_norm: 6.1774 2020-10-02 18:26:54,664 - mmaction - INFO - Epoch [56][2040/2825] lr: 7.500e-04, eta: 1 day, 12:15:00, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8242, loss_cls: 1.6328, loss: 1.6328, grad_norm: 6.2328 2020-10-02 18:27:15,154 - mmaction - INFO - Epoch [56][2060/2825] lr: 7.500e-04, eta: 1 day, 12:14:39, time: 1.026, data_time: 0.003, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8258, loss_cls: 1.6090, loss: 1.6090, grad_norm: 6.1472 2020-10-02 18:27:35,496 - mmaction - INFO - Epoch [56][2080/2825] lr: 7.500e-04, eta: 1 day, 12:14:17, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8276, loss_cls: 1.6268, loss: 1.6268, grad_norm: 6.2234 2020-10-02 18:27:56,468 - mmaction - INFO - Epoch [56][2100/2825] lr: 7.500e-04, eta: 1 day, 12:13:57, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8357, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.1949 2020-10-02 18:28:17,292 - mmaction - INFO - Epoch [56][2120/2825] lr: 7.500e-04, eta: 1 day, 12:13:36, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8221, loss_cls: 1.6337, loss: 1.6337, grad_norm: 6.3589 2020-10-02 18:28:38,110 - mmaction - INFO - Epoch [56][2140/2825] lr: 7.500e-04, eta: 1 day, 12:13:15, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8383, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.1370 2020-10-02 18:28:57,709 - mmaction - INFO - Epoch [56][2160/2825] lr: 7.500e-04, eta: 1 day, 12:12:53, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8266, loss_cls: 1.6289, loss: 1.6289, grad_norm: 6.1650 2020-10-02 18:29:19,638 - mmaction - INFO - Epoch [56][2180/2825] lr: 7.500e-04, eta: 1 day, 12:12:33, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8219, loss_cls: 1.6443, loss: 1.6443, grad_norm: 6.2380 2020-10-02 18:29:40,632 - mmaction - INFO - Epoch [56][2200/2825] lr: 7.500e-04, eta: 1 day, 12:12:12, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8362, loss_cls: 1.5608, loss: 1.5608, grad_norm: 6.1641 2020-10-02 18:30:00,941 - mmaction - INFO - Epoch [56][2220/2825] lr: 7.500e-04, eta: 1 day, 12:11:51, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8289, loss_cls: 1.6065, loss: 1.6065, grad_norm: 6.2505 2020-10-02 18:30:23,580 - mmaction - INFO - Epoch [56][2240/2825] lr: 7.500e-04, eta: 1 day, 12:11:31, time: 1.132, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8326, loss_cls: 1.6042, loss: 1.6042, grad_norm: 6.1959 2020-10-02 18:30:43,657 - mmaction - INFO - Epoch [56][2260/2825] lr: 7.500e-04, eta: 1 day, 12:11:10, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6107, top5_acc: 0.8182, loss_cls: 1.6557, loss: 1.6557, grad_norm: 6.2773 2020-10-02 18:31:03,920 - mmaction - INFO - Epoch [56][2280/2825] lr: 7.500e-04, eta: 1 day, 12:10:48, time: 1.013, data_time: 0.026, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8302, loss_cls: 1.6138, loss: 1.6138, grad_norm: 6.2601 2020-10-02 18:31:24,207 - mmaction - INFO - Epoch [56][2300/2825] lr: 7.500e-04, eta: 1 day, 12:10:27, time: 1.015, data_time: 0.053, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8266, loss_cls: 1.6258, loss: 1.6258, grad_norm: 6.1915 2020-10-02 18:31:44,548 - mmaction - INFO - Epoch [56][2320/2825] lr: 7.500e-04, eta: 1 day, 12:10:06, time: 1.017, data_time: 0.011, memory: 8353, top1_acc: 0.6065, top5_acc: 0.8190, loss_cls: 1.6754, loss: 1.6754, grad_norm: 6.4345 2020-10-02 18:32:05,786 - mmaction - INFO - Epoch [56][2340/2825] lr: 7.500e-04, eta: 1 day, 12:09:45, time: 1.061, data_time: 0.260, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8318, loss_cls: 1.6127, loss: 1.6127, grad_norm: 6.1292 2020-10-02 18:32:27,217 - mmaction - INFO - Epoch [56][2360/2825] lr: 7.500e-04, eta: 1 day, 12:09:25, time: 1.071, data_time: 0.290, memory: 8353, top1_acc: 0.6026, top5_acc: 0.8148, loss_cls: 1.6628, loss: 1.6628, grad_norm: 6.2926 2020-10-02 18:32:48,182 - mmaction - INFO - Epoch [56][2380/2825] lr: 7.500e-04, eta: 1 day, 12:09:04, time: 1.049, data_time: 0.407, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8318, loss_cls: 1.6161, loss: 1.6161, grad_norm: 6.2245 2020-10-02 18:33:07,560 - mmaction - INFO - Epoch [56][2400/2825] lr: 7.500e-04, eta: 1 day, 12:08:42, time: 0.970, data_time: 0.354, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8206, loss_cls: 1.6301, loss: 1.6301, grad_norm: 6.1620 2020-10-02 18:33:27,882 - mmaction - INFO - Epoch [56][2420/2825] lr: 7.500e-04, eta: 1 day, 12:08:21, time: 1.015, data_time: 0.384, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8307, loss_cls: 1.6182, loss: 1.6182, grad_norm: 6.2336 2020-10-02 18:33:48,509 - mmaction - INFO - Epoch [56][2440/2825] lr: 7.500e-04, eta: 1 day, 12:08:00, time: 1.032, data_time: 0.289, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8107, loss_cls: 1.6786, loss: 1.6786, grad_norm: 6.2255 2020-10-02 18:34:09,480 - mmaction - INFO - Epoch [56][2460/2825] lr: 7.500e-04, eta: 1 day, 12:07:39, time: 1.049, data_time: 0.084, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8312, loss_cls: 1.5540, loss: 1.5540, grad_norm: 6.0039 2020-10-02 18:34:30,131 - mmaction - INFO - Epoch [56][2480/2825] lr: 7.500e-04, eta: 1 day, 12:07:18, time: 1.032, data_time: 0.005, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8245, loss_cls: 1.6475, loss: 1.6475, grad_norm: 6.3557 2020-10-02 18:34:51,953 - mmaction - INFO - Epoch [56][2500/2825] lr: 7.500e-04, eta: 1 day, 12:06:58, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8354, loss_cls: 1.5675, loss: 1.5675, grad_norm: 6.0751 2020-10-02 18:35:11,408 - mmaction - INFO - Epoch [56][2520/2825] lr: 7.500e-04, eta: 1 day, 12:06:36, time: 0.973, data_time: 0.003, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8260, loss_cls: 1.6131, loss: 1.6131, grad_norm: 6.1864 2020-10-02 18:35:32,347 - mmaction - INFO - Epoch [56][2540/2825] lr: 7.500e-04, eta: 1 day, 12:06:15, time: 1.047, data_time: 0.011, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8260, loss_cls: 1.6171, loss: 1.6171, grad_norm: 6.2375 2020-10-02 18:35:52,828 - mmaction - INFO - Epoch [56][2560/2825] lr: 7.500e-04, eta: 1 day, 12:05:54, time: 1.024, data_time: 0.034, memory: 8353, top1_acc: 0.6039, top5_acc: 0.8146, loss_cls: 1.6950, loss: 1.6950, grad_norm: 6.2992 2020-10-02 18:36:13,527 - mmaction - INFO - Epoch [56][2580/2825] lr: 7.500e-04, eta: 1 day, 12:05:33, time: 1.035, data_time: 0.201, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8352, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.1862 2020-10-02 18:36:33,926 - mmaction - INFO - Epoch [56][2600/2825] lr: 7.500e-04, eta: 1 day, 12:05:12, time: 1.020, data_time: 0.198, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8424, loss_cls: 1.5657, loss: 1.5657, grad_norm: 6.1579 2020-10-02 18:36:54,298 - mmaction - INFO - Epoch [56][2620/2825] lr: 7.500e-04, eta: 1 day, 12:04:50, time: 1.018, data_time: 0.257, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8271, loss_cls: 1.6050, loss: 1.6050, grad_norm: 6.1392 2020-10-02 18:37:15,578 - mmaction - INFO - Epoch [56][2640/2825] lr: 7.500e-04, eta: 1 day, 12:04:30, time: 1.065, data_time: 0.426, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8326, loss_cls: 1.6014, loss: 1.6014, grad_norm: 6.1847 2020-10-02 18:37:36,587 - mmaction - INFO - Epoch [56][2660/2825] lr: 7.500e-04, eta: 1 day, 12:04:09, time: 1.050, data_time: 0.420, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8180, loss_cls: 1.6378, loss: 1.6378, grad_norm: 6.1983 2020-10-02 18:37:56,453 - mmaction - INFO - Epoch [56][2680/2825] lr: 7.500e-04, eta: 1 day, 12:03:47, time: 0.993, data_time: 0.353, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8312, loss_cls: 1.5580, loss: 1.5580, grad_norm: 6.0899 2020-10-02 18:38:18,717 - mmaction - INFO - Epoch [56][2700/2825] lr: 7.500e-04, eta: 1 day, 12:03:28, time: 1.113, data_time: 0.500, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8279, loss_cls: 1.6068, loss: 1.6068, grad_norm: 6.2225 2020-10-02 18:38:38,727 - mmaction - INFO - Epoch [56][2720/2825] lr: 7.500e-04, eta: 1 day, 12:03:06, time: 1.001, data_time: 0.375, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8375, loss_cls: 1.5530, loss: 1.5530, grad_norm: 6.0805 2020-10-02 18:38:58,301 - mmaction - INFO - Epoch [56][2740/2825] lr: 7.500e-04, eta: 1 day, 12:02:44, time: 0.979, data_time: 0.358, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8253, loss_cls: 1.6163, loss: 1.6163, grad_norm: 6.3106 2020-10-02 18:39:20,099 - mmaction - INFO - Epoch [56][2760/2825] lr: 7.500e-04, eta: 1 day, 12:02:24, time: 1.090, data_time: 0.137, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8451, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.0611 2020-10-02 18:39:40,864 - mmaction - INFO - Epoch [56][2780/2825] lr: 7.500e-04, eta: 1 day, 12:02:03, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6417, loss: 1.6417, grad_norm: 6.1990 2020-10-02 18:40:00,407 - mmaction - INFO - Epoch [56][2800/2825] lr: 7.500e-04, eta: 1 day, 12:01:41, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8299, loss_cls: 1.5969, loss: 1.5969, grad_norm: 6.2070 2020-10-02 18:40:22,491 - mmaction - INFO - Epoch [56][2820/2825] lr: 7.500e-04, eta: 1 day, 12:01:21, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6778, loss: 1.6778, grad_norm: 6.3900 2020-10-02 18:40:27,974 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-10-02 18:41:16,043 - mmaction - INFO - Epoch [57][20/2825] lr: 7.500e-04, eta: 1 day, 12:01:12, time: 2.348, data_time: 1.494, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8354, loss_cls: 1.6043, loss: 1.6043, grad_norm: 6.2599 2020-10-02 18:41:37,343 - mmaction - INFO - Epoch [57][40/2825] lr: 7.500e-04, eta: 1 day, 12:00:51, time: 1.065, data_time: 0.123, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8346, loss_cls: 1.5997, loss: 1.5997, grad_norm: 6.1642 2020-10-02 18:41:56,943 - mmaction - INFO - Epoch [57][60/2825] lr: 7.500e-04, eta: 1 day, 12:00:29, time: 0.979, data_time: 0.027, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8284, loss_cls: 1.5922, loss: 1.5922, grad_norm: 6.1539 2020-10-02 18:42:17,968 - mmaction - INFO - Epoch [57][80/2825] lr: 7.500e-04, eta: 1 day, 12:00:09, time: 1.051, data_time: 0.148, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8326, loss_cls: 1.5659, loss: 1.5659, grad_norm: 6.0563 2020-10-02 18:42:39,067 - mmaction - INFO - Epoch [57][100/2825] lr: 7.500e-04, eta: 1 day, 11:59:48, time: 1.055, data_time: 0.133, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8383, loss_cls: 1.5802, loss: 1.5802, grad_norm: 6.1654 2020-10-02 18:42:59,458 - mmaction - INFO - Epoch [57][120/2825] lr: 7.500e-04, eta: 1 day, 11:59:27, time: 1.019, data_time: 0.125, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8302, loss_cls: 1.5747, loss: 1.5747, grad_norm: 6.1697 2020-10-02 18:43:20,854 - mmaction - INFO - Epoch [57][140/2825] lr: 7.500e-04, eta: 1 day, 11:59:06, time: 1.070, data_time: 0.045, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8302, loss_cls: 1.5737, loss: 1.5737, grad_norm: 6.1528 2020-10-02 18:43:41,361 - mmaction - INFO - Epoch [57][160/2825] lr: 7.500e-04, eta: 1 day, 11:58:45, time: 1.026, data_time: 0.154, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8276, loss_cls: 1.6259, loss: 1.6259, grad_norm: 6.2240 2020-10-02 18:44:02,323 - mmaction - INFO - Epoch [57][180/2825] lr: 7.500e-04, eta: 1 day, 11:58:24, time: 1.047, data_time: 0.164, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8328, loss_cls: 1.5888, loss: 1.5888, grad_norm: 6.1769 2020-10-02 18:44:22,550 - mmaction - INFO - Epoch [57][200/2825] lr: 7.500e-04, eta: 1 day, 11:58:03, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8331, loss_cls: 1.5874, loss: 1.5874, grad_norm: 6.1403 2020-10-02 18:44:43,896 - mmaction - INFO - Epoch [57][220/2825] lr: 7.500e-04, eta: 1 day, 11:57:42, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8206, loss_cls: 1.6324, loss: 1.6324, grad_norm: 6.2564 2020-10-02 18:45:05,351 - mmaction - INFO - Epoch [57][240/2825] lr: 7.500e-04, eta: 1 day, 11:57:22, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8214, loss_cls: 1.6393, loss: 1.6393, grad_norm: 6.2256 2020-10-02 18:45:26,055 - mmaction - INFO - Epoch [57][260/2825] lr: 7.500e-04, eta: 1 day, 11:57:01, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8372, loss_cls: 1.5664, loss: 1.5664, grad_norm: 6.1437 2020-10-02 18:45:47,659 - mmaction - INFO - Epoch [57][280/2825] lr: 7.500e-04, eta: 1 day, 11:56:41, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8297, loss_cls: 1.6018, loss: 1.6018, grad_norm: 6.3315 2020-10-02 18:46:07,984 - mmaction - INFO - Epoch [57][300/2825] lr: 7.500e-04, eta: 1 day, 11:56:19, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8328, loss_cls: 1.5804, loss: 1.5804, grad_norm: 6.1854 2020-10-02 18:46:28,178 - mmaction - INFO - Epoch [57][320/2825] lr: 7.500e-04, eta: 1 day, 11:55:58, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8313, loss_cls: 1.6060, loss: 1.6060, grad_norm: 6.2767 2020-10-02 18:46:49,339 - mmaction - INFO - Epoch [57][340/2825] lr: 7.500e-04, eta: 1 day, 11:55:37, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8299, loss_cls: 1.6045, loss: 1.6045, grad_norm: 6.1897 2020-10-02 18:47:10,469 - mmaction - INFO - Epoch [57][360/2825] lr: 7.500e-04, eta: 1 day, 11:55:17, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8273, loss_cls: 1.6151, loss: 1.6151, grad_norm: 6.1701 2020-10-02 18:47:30,682 - mmaction - INFO - Epoch [57][380/2825] lr: 7.500e-04, eta: 1 day, 11:54:55, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8286, loss_cls: 1.6219, loss: 1.6219, grad_norm: 6.3364 2020-10-02 18:47:51,640 - mmaction - INFO - Epoch [57][400/2825] lr: 7.500e-04, eta: 1 day, 11:54:34, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8378, loss_cls: 1.5621, loss: 1.5621, grad_norm: 6.0875 2020-10-02 18:48:12,945 - mmaction - INFO - Epoch [57][420/2825] lr: 7.500e-04, eta: 1 day, 11:54:14, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.6135, loss: 1.6135, grad_norm: 6.0930 2020-10-02 18:48:34,135 - mmaction - INFO - Epoch [57][440/2825] lr: 7.500e-04, eta: 1 day, 11:53:53, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8271, loss_cls: 1.6160, loss: 1.6160, grad_norm: 6.3650 2020-10-02 18:48:54,113 - mmaction - INFO - Epoch [57][460/2825] lr: 7.500e-04, eta: 1 day, 11:53:32, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8307, loss_cls: 1.5634, loss: 1.5634, grad_norm: 6.0366 2020-10-02 18:49:15,702 - mmaction - INFO - Epoch [57][480/2825] lr: 7.500e-04, eta: 1 day, 11:53:11, time: 1.080, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8346, loss_cls: 1.5680, loss: 1.5680, grad_norm: 6.1981 2020-10-02 18:49:37,326 - mmaction - INFO - Epoch [57][500/2825] lr: 7.500e-04, eta: 1 day, 11:52:51, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6049, top5_acc: 0.8182, loss_cls: 1.6679, loss: 1.6679, grad_norm: 6.3020 2020-10-02 18:49:58,245 - mmaction - INFO - Epoch [57][520/2825] lr: 7.500e-04, eta: 1 day, 11:52:30, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8424, loss_cls: 1.5346, loss: 1.5346, grad_norm: 6.0563 2020-10-02 18:50:18,178 - mmaction - INFO - Epoch [57][540/2825] lr: 7.500e-04, eta: 1 day, 11:52:09, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8388, loss_cls: 1.5805, loss: 1.5805, grad_norm: 6.2673 2020-10-02 18:50:39,304 - mmaction - INFO - Epoch [57][560/2825] lr: 7.500e-04, eta: 1 day, 11:51:48, time: 1.056, data_time: 0.014, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8224, loss_cls: 1.6400, loss: 1.6400, grad_norm: 6.1772 2020-10-02 18:51:00,068 - mmaction - INFO - Epoch [57][580/2825] lr: 7.500e-04, eta: 1 day, 11:51:27, time: 1.039, data_time: 0.026, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8198, loss_cls: 1.6375, loss: 1.6375, grad_norm: 6.1250 2020-10-02 18:51:20,142 - mmaction - INFO - Epoch [57][600/2825] lr: 7.500e-04, eta: 1 day, 11:51:06, time: 1.003, data_time: 0.056, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8344, loss_cls: 1.5515, loss: 1.5515, grad_norm: 6.1866 2020-10-02 18:51:40,878 - mmaction - INFO - Epoch [57][620/2825] lr: 7.500e-04, eta: 1 day, 11:50:45, time: 1.038, data_time: 0.323, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8286, loss_cls: 1.6074, loss: 1.6074, grad_norm: 6.1921 2020-10-02 18:52:01,985 - mmaction - INFO - Epoch [57][640/2825] lr: 7.500e-04, eta: 1 day, 11:50:24, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8284, loss_cls: 1.5844, loss: 1.5844, grad_norm: 6.2190 2020-10-02 18:52:23,320 - mmaction - INFO - Epoch [57][660/2825] lr: 7.500e-04, eta: 1 day, 11:50:03, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8221, loss_cls: 1.6358, loss: 1.6358, grad_norm: 6.2504 2020-10-02 18:52:43,759 - mmaction - INFO - Epoch [57][680/2825] lr: 7.500e-04, eta: 1 day, 11:49:42, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8281, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.1902 2020-10-02 18:53:04,319 - mmaction - INFO - Epoch [57][700/2825] lr: 7.500e-04, eta: 1 day, 11:49:21, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8208, loss_cls: 1.6081, loss: 1.6081, grad_norm: 6.1929 2020-10-02 18:53:25,484 - mmaction - INFO - Epoch [57][720/2825] lr: 7.500e-04, eta: 1 day, 11:49:01, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.6123, loss: 1.6123, grad_norm: 6.3377 2020-10-02 18:53:45,458 - mmaction - INFO - Epoch [57][740/2825] lr: 7.500e-04, eta: 1 day, 11:48:39, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8352, loss_cls: 1.5857, loss: 1.5857, grad_norm: 6.1625 2020-10-02 18:54:06,246 - mmaction - INFO - Epoch [57][760/2825] lr: 7.500e-04, eta: 1 day, 11:48:18, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8411, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.2502 2020-10-02 18:54:26,607 - mmaction - INFO - Epoch [57][780/2825] lr: 7.500e-04, eta: 1 day, 11:47:57, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8292, loss_cls: 1.6112, loss: 1.6112, grad_norm: 6.2933 2020-10-02 18:54:47,505 - mmaction - INFO - Epoch [57][800/2825] lr: 7.500e-04, eta: 1 day, 11:47:36, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8398, loss_cls: 1.5469, loss: 1.5469, grad_norm: 6.0368 2020-10-02 18:55:08,275 - mmaction - INFO - Epoch [57][820/2825] lr: 7.500e-04, eta: 1 day, 11:47:15, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8307, loss_cls: 1.6043, loss: 1.6043, grad_norm: 6.3164 2020-10-02 18:55:28,760 - mmaction - INFO - Epoch [57][840/2825] lr: 7.500e-04, eta: 1 day, 11:46:54, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8313, loss_cls: 1.6016, loss: 1.6016, grad_norm: 6.3295 2020-10-02 18:55:50,623 - mmaction - INFO - Epoch [57][860/2825] lr: 7.500e-04, eta: 1 day, 11:46:34, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.6234, loss: 1.6234, grad_norm: 6.2546 2020-10-02 18:56:11,744 - mmaction - INFO - Epoch [57][880/2825] lr: 7.500e-04, eta: 1 day, 11:46:13, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8375, loss_cls: 1.5521, loss: 1.5521, grad_norm: 6.1271 2020-10-02 18:56:32,206 - mmaction - INFO - Epoch [57][900/2825] lr: 7.500e-04, eta: 1 day, 11:45:52, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8268, loss_cls: 1.6154, loss: 1.6154, grad_norm: 6.2200 2020-10-02 18:56:52,439 - mmaction - INFO - Epoch [57][920/2825] lr: 7.500e-04, eta: 1 day, 11:45:31, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8318, loss_cls: 1.6016, loss: 1.6016, grad_norm: 6.3240 2020-10-02 18:57:13,593 - mmaction - INFO - Epoch [57][940/2825] lr: 7.500e-04, eta: 1 day, 11:45:10, time: 1.058, data_time: 0.203, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8313, loss_cls: 1.5709, loss: 1.5709, grad_norm: 6.1925 2020-10-02 18:57:33,372 - mmaction - INFO - Epoch [57][960/2825] lr: 7.500e-04, eta: 1 day, 11:44:48, time: 0.989, data_time: 0.103, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8393, loss_cls: 1.5957, loss: 1.5957, grad_norm: 6.3151 2020-10-02 18:57:54,323 - mmaction - INFO - Epoch [57][980/2825] lr: 7.500e-04, eta: 1 day, 11:44:27, time: 1.048, data_time: 0.273, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8411, loss_cls: 1.5324, loss: 1.5324, grad_norm: 6.1029 2020-10-02 18:58:14,825 - mmaction - INFO - Epoch [57][1000/2825] lr: 7.500e-04, eta: 1 day, 11:44:06, time: 1.024, data_time: 0.301, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8240, loss_cls: 1.6456, loss: 1.6456, grad_norm: 6.3723 2020-10-02 18:58:36,398 - mmaction - INFO - Epoch [57][1020/2825] lr: 7.500e-04, eta: 1 day, 11:43:46, time: 1.080, data_time: 0.182, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8359, loss_cls: 1.5903, loss: 1.5903, grad_norm: 6.2158 2020-10-02 18:58:57,100 - mmaction - INFO - Epoch [57][1040/2825] lr: 7.500e-04, eta: 1 day, 11:43:25, time: 1.034, data_time: 0.060, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8315, loss_cls: 1.5993, loss: 1.5993, grad_norm: 6.1700 2020-10-02 18:59:17,614 - mmaction - INFO - Epoch [57][1060/2825] lr: 7.500e-04, eta: 1 day, 11:43:04, time: 1.026, data_time: 0.070, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8266, loss_cls: 1.6098, loss: 1.6098, grad_norm: 6.1797 2020-10-02 18:59:38,420 - mmaction - INFO - Epoch [57][1080/2825] lr: 7.500e-04, eta: 1 day, 11:42:43, time: 1.040, data_time: 0.039, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8375, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.2005 2020-10-02 18:59:58,479 - mmaction - INFO - Epoch [57][1100/2825] lr: 7.500e-04, eta: 1 day, 11:42:21, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8279, loss_cls: 1.6344, loss: 1.6344, grad_norm: 6.3293 2020-10-02 19:00:20,854 - mmaction - INFO - Epoch [57][1120/2825] lr: 7.500e-04, eta: 1 day, 11:42:02, time: 1.119, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8266, loss_cls: 1.6235, loss: 1.6235, grad_norm: 6.2718 2020-10-02 19:00:42,917 - mmaction - INFO - Epoch [57][1140/2825] lr: 7.500e-04, eta: 1 day, 11:41:42, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8331, loss_cls: 1.6111, loss: 1.6111, grad_norm: 6.3575 2020-10-02 19:01:03,605 - mmaction - INFO - Epoch [57][1160/2825] lr: 7.500e-04, eta: 1 day, 11:41:21, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8237, loss_cls: 1.6448, loss: 1.6448, grad_norm: 6.3215 2020-10-02 19:01:23,550 - mmaction - INFO - Epoch [57][1180/2825] lr: 7.500e-04, eta: 1 day, 11:40:59, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8240, loss_cls: 1.6219, loss: 1.6219, grad_norm: 6.1227 2020-10-02 19:01:44,273 - mmaction - INFO - Epoch [57][1200/2825] lr: 7.500e-04, eta: 1 day, 11:40:38, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8307, loss_cls: 1.5692, loss: 1.5692, grad_norm: 6.2269 2020-10-02 19:02:04,850 - mmaction - INFO - Epoch [57][1220/2825] lr: 7.500e-04, eta: 1 day, 11:40:17, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8286, loss_cls: 1.6046, loss: 1.6046, grad_norm: 6.2293 2020-10-02 19:02:25,813 - mmaction - INFO - Epoch [57][1240/2825] lr: 7.500e-04, eta: 1 day, 11:39:56, time: 1.049, data_time: 0.008, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8359, loss_cls: 1.5646, loss: 1.5646, grad_norm: 6.1297 2020-10-02 19:02:46,988 - mmaction - INFO - Epoch [57][1260/2825] lr: 7.500e-04, eta: 1 day, 11:39:36, time: 1.059, data_time: 0.069, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8341, loss_cls: 1.5739, loss: 1.5739, grad_norm: 6.1138 2020-10-02 19:03:07,261 - mmaction - INFO - Epoch [57][1280/2825] lr: 7.500e-04, eta: 1 day, 11:39:14, time: 1.014, data_time: 0.005, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8247, loss_cls: 1.6088, loss: 1.6088, grad_norm: 6.3196 2020-10-02 19:03:27,884 - mmaction - INFO - Epoch [57][1300/2825] lr: 7.500e-04, eta: 1 day, 11:38:53, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8354, loss_cls: 1.6129, loss: 1.6129, grad_norm: 6.2140 2020-10-02 19:03:47,846 - mmaction - INFO - Epoch [57][1320/2825] lr: 7.500e-04, eta: 1 day, 11:38:32, time: 0.999, data_time: 0.169, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8289, loss_cls: 1.6137, loss: 1.6137, grad_norm: 6.2187 2020-10-02 19:04:09,410 - mmaction - INFO - Epoch [57][1340/2825] lr: 7.500e-04, eta: 1 day, 11:38:11, time: 1.078, data_time: 0.377, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8349, loss_cls: 1.5737, loss: 1.5737, grad_norm: 6.2211 2020-10-02 19:04:29,456 - mmaction - INFO - Epoch [57][1360/2825] lr: 7.500e-04, eta: 1 day, 11:37:50, time: 1.002, data_time: 0.254, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8365, loss_cls: 1.5601, loss: 1.5601, grad_norm: 6.1602 2020-10-02 19:04:50,173 - mmaction - INFO - Epoch [57][1380/2825] lr: 7.500e-04, eta: 1 day, 11:37:29, time: 1.037, data_time: 0.381, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8245, loss_cls: 1.6119, loss: 1.6119, grad_norm: 6.2130 2020-10-02 19:05:10,911 - mmaction - INFO - Epoch [57][1400/2825] lr: 7.500e-04, eta: 1 day, 11:37:08, time: 1.036, data_time: 0.405, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8378, loss_cls: 1.5564, loss: 1.5564, grad_norm: 6.1895 2020-10-02 19:05:31,506 - mmaction - INFO - Epoch [57][1420/2825] lr: 7.500e-04, eta: 1 day, 11:36:47, time: 1.030, data_time: 0.038, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5434, loss: 1.5434, grad_norm: 6.1809 2020-10-02 19:05:52,799 - mmaction - INFO - Epoch [57][1440/2825] lr: 7.500e-04, eta: 1 day, 11:36:26, time: 1.064, data_time: 0.006, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8292, loss_cls: 1.6167, loss: 1.6167, grad_norm: 6.2533 2020-10-02 19:06:12,092 - mmaction - INFO - Epoch [57][1460/2825] lr: 7.500e-04, eta: 1 day, 11:36:04, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5840, loss: 1.5840, grad_norm: 6.1954 2020-10-02 19:06:33,390 - mmaction - INFO - Epoch [57][1480/2825] lr: 7.500e-04, eta: 1 day, 11:35:44, time: 1.065, data_time: 0.043, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8250, loss_cls: 1.6176, loss: 1.6176, grad_norm: 6.3152 2020-10-02 19:06:53,274 - mmaction - INFO - Epoch [57][1500/2825] lr: 7.500e-04, eta: 1 day, 11:35:22, time: 0.994, data_time: 0.140, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8169, loss_cls: 1.6586, loss: 1.6586, grad_norm: 6.2519 2020-10-02 19:07:14,683 - mmaction - INFO - Epoch [57][1520/2825] lr: 7.500e-04, eta: 1 day, 11:35:02, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8359, loss_cls: 1.5574, loss: 1.5574, grad_norm: 6.1564 2020-10-02 19:07:35,883 - mmaction - INFO - Epoch [57][1540/2825] lr: 7.500e-04, eta: 1 day, 11:34:41, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8299, loss_cls: 1.5886, loss: 1.5886, grad_norm: 6.1431 2020-10-02 19:07:55,570 - mmaction - INFO - Epoch [57][1560/2825] lr: 7.500e-04, eta: 1 day, 11:34:19, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8362, loss_cls: 1.5853, loss: 1.5853, grad_norm: 6.2003 2020-10-02 19:08:16,919 - mmaction - INFO - Epoch [57][1580/2825] lr: 7.500e-04, eta: 1 day, 11:33:59, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8333, loss_cls: 1.5814, loss: 1.5814, grad_norm: 6.2696 2020-10-02 19:08:37,789 - mmaction - INFO - Epoch [57][1600/2825] lr: 7.500e-04, eta: 1 day, 11:33:38, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6070, top5_acc: 0.8255, loss_cls: 1.6483, loss: 1.6483, grad_norm: 6.4232 2020-10-02 19:08:57,994 - mmaction - INFO - Epoch [57][1620/2825] lr: 7.500e-04, eta: 1 day, 11:33:16, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8354, loss_cls: 1.5662, loss: 1.5662, grad_norm: 6.1498 2020-10-02 19:09:18,814 - mmaction - INFO - Epoch [57][1640/2825] lr: 7.500e-04, eta: 1 day, 11:32:56, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8240, loss_cls: 1.6272, loss: 1.6272, grad_norm: 6.3515 2020-10-02 19:09:40,388 - mmaction - INFO - Epoch [57][1660/2825] lr: 7.500e-04, eta: 1 day, 11:32:35, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.6107, loss: 1.6107, grad_norm: 6.3845 2020-10-02 19:10:00,666 - mmaction - INFO - Epoch [57][1680/2825] lr: 7.500e-04, eta: 1 day, 11:32:14, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8315, loss_cls: 1.6146, loss: 1.6146, grad_norm: 6.2193 2020-10-02 19:10:20,834 - mmaction - INFO - Epoch [57][1700/2825] lr: 7.500e-04, eta: 1 day, 11:31:53, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8240, loss_cls: 1.6350, loss: 1.6350, grad_norm: 6.3414 2020-10-02 19:10:40,880 - mmaction - INFO - Epoch [57][1720/2825] lr: 7.500e-04, eta: 1 day, 11:31:31, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8266, loss_cls: 1.5958, loss: 1.5958, grad_norm: 6.2960 2020-10-02 19:11:02,117 - mmaction - INFO - Epoch [57][1740/2825] lr: 7.500e-04, eta: 1 day, 11:31:10, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6099, top5_acc: 0.8148, loss_cls: 1.6566, loss: 1.6566, grad_norm: 6.2906 2020-10-02 19:11:23,340 - mmaction - INFO - Epoch [57][1760/2825] lr: 7.500e-04, eta: 1 day, 11:30:50, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8242, loss_cls: 1.6187, loss: 1.6187, grad_norm: 6.2452 2020-10-02 19:11:42,727 - mmaction - INFO - Epoch [57][1780/2825] lr: 7.500e-04, eta: 1 day, 11:30:28, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8336, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.1828 2020-10-02 19:12:04,516 - mmaction - INFO - Epoch [57][1800/2825] lr: 7.500e-04, eta: 1 day, 11:30:08, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8271, loss_cls: 1.5970, loss: 1.5970, grad_norm: 6.1177 2020-10-02 19:12:24,879 - mmaction - INFO - Epoch [57][1820/2825] lr: 7.500e-04, eta: 1 day, 11:29:46, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.6380, loss: 1.6380, grad_norm: 6.2767 2020-10-02 19:12:45,570 - mmaction - INFO - Epoch [57][1840/2825] lr: 7.500e-04, eta: 1 day, 11:29:25, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8292, loss_cls: 1.5858, loss: 1.5858, grad_norm: 6.2176 2020-10-02 19:13:06,296 - mmaction - INFO - Epoch [57][1860/2825] lr: 7.500e-04, eta: 1 day, 11:29:04, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8258, loss_cls: 1.6225, loss: 1.6225, grad_norm: 6.3107 2020-10-02 19:13:27,705 - mmaction - INFO - Epoch [57][1880/2825] lr: 7.500e-04, eta: 1 day, 11:28:44, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8388, loss_cls: 1.5572, loss: 1.5572, grad_norm: 6.1710 2020-10-02 19:13:48,849 - mmaction - INFO - Epoch [57][1900/2825] lr: 7.500e-04, eta: 1 day, 11:28:23, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8255, loss_cls: 1.5998, loss: 1.5998, grad_norm: 6.2373 2020-10-02 19:14:07,738 - mmaction - INFO - Epoch [57][1920/2825] lr: 7.500e-04, eta: 1 day, 11:28:01, time: 0.945, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8271, loss_cls: 1.5586, loss: 1.5586, grad_norm: 5.9588 2020-10-02 19:14:28,413 - mmaction - INFO - Epoch [57][1940/2825] lr: 7.500e-04, eta: 1 day, 11:27:40, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8297, loss_cls: 1.5972, loss: 1.5972, grad_norm: 6.2780 2020-10-02 19:14:48,938 - mmaction - INFO - Epoch [57][1960/2825] lr: 7.500e-04, eta: 1 day, 11:27:19, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8315, loss_cls: 1.6088, loss: 1.6088, grad_norm: 6.1792 2020-10-02 19:15:09,929 - mmaction - INFO - Epoch [57][1980/2825] lr: 7.500e-04, eta: 1 day, 11:26:58, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.6290, loss: 1.6290, grad_norm: 6.2470 2020-10-02 19:15:30,607 - mmaction - INFO - Epoch [57][2000/2825] lr: 7.500e-04, eta: 1 day, 11:26:37, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8372, loss_cls: 1.5669, loss: 1.5669, grad_norm: 6.1805 2020-10-02 19:15:50,684 - mmaction - INFO - Epoch [57][2020/2825] lr: 7.500e-04, eta: 1 day, 11:26:16, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8310, loss_cls: 1.5771, loss: 1.5771, grad_norm: 6.2945 2020-10-02 19:16:12,099 - mmaction - INFO - Epoch [57][2040/2825] lr: 7.500e-04, eta: 1 day, 11:25:55, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8372, loss_cls: 1.5850, loss: 1.5850, grad_norm: 6.3239 2020-10-02 19:16:33,244 - mmaction - INFO - Epoch [57][2060/2825] lr: 7.500e-04, eta: 1 day, 11:25:35, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8336, loss_cls: 1.6165, loss: 1.6165, grad_norm: 6.3441 2020-10-02 19:16:52,641 - mmaction - INFO - Epoch [57][2080/2825] lr: 7.500e-04, eta: 1 day, 11:25:13, time: 0.969, data_time: 0.060, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8289, loss_cls: 1.5917, loss: 1.5917, grad_norm: 6.2802 2020-10-02 19:17:14,712 - mmaction - INFO - Epoch [57][2100/2825] lr: 7.500e-04, eta: 1 day, 11:24:53, time: 1.102, data_time: 0.245, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.6336, loss: 1.6336, grad_norm: 6.3413 2020-10-02 19:17:36,099 - mmaction - INFO - Epoch [57][2120/2825] lr: 7.500e-04, eta: 1 day, 11:24:32, time: 1.072, data_time: 0.004, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8198, loss_cls: 1.6265, loss: 1.6265, grad_norm: 6.2421 2020-10-02 19:17:54,909 - mmaction - INFO - Epoch [57][2140/2825] lr: 7.500e-04, eta: 1 day, 11:24:10, time: 0.941, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8284, loss_cls: 1.5898, loss: 1.5898, grad_norm: 6.1311 2020-10-02 19:18:15,854 - mmaction - INFO - Epoch [57][2160/2825] lr: 7.500e-04, eta: 1 day, 11:23:49, time: 1.046, data_time: 0.016, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8185, loss_cls: 1.6657, loss: 1.6657, grad_norm: 6.3905 2020-10-02 19:18:36,810 - mmaction - INFO - Epoch [57][2180/2825] lr: 7.500e-04, eta: 1 day, 11:23:28, time: 1.048, data_time: 0.069, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8245, loss_cls: 1.6242, loss: 1.6242, grad_norm: 6.2388 2020-10-02 19:18:58,589 - mmaction - INFO - Epoch [57][2200/2825] lr: 7.500e-04, eta: 1 day, 11:23:08, time: 1.089, data_time: 0.236, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8354, loss_cls: 1.5604, loss: 1.5604, grad_norm: 6.2804 2020-10-02 19:19:17,815 - mmaction - INFO - Epoch [57][2220/2825] lr: 7.500e-04, eta: 1 day, 11:22:46, time: 0.961, data_time: 0.265, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8302, loss_cls: 1.6054, loss: 1.6054, grad_norm: 6.2957 2020-10-02 19:19:39,519 - mmaction - INFO - Epoch [57][2240/2825] lr: 7.500e-04, eta: 1 day, 11:22:26, time: 1.085, data_time: 0.353, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8323, loss_cls: 1.5871, loss: 1.5871, grad_norm: 6.1988 2020-10-02 19:19:59,456 - mmaction - INFO - Epoch [57][2260/2825] lr: 7.500e-04, eta: 1 day, 11:22:04, time: 0.996, data_time: 0.272, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.6312, loss: 1.6312, grad_norm: 6.1607 2020-10-02 19:20:20,457 - mmaction - INFO - Epoch [57][2280/2825] lr: 7.500e-04, eta: 1 day, 11:21:43, time: 1.050, data_time: 0.288, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8253, loss_cls: 1.6085, loss: 1.6085, grad_norm: 6.2272 2020-10-02 19:20:41,009 - mmaction - INFO - Epoch [57][2300/2825] lr: 7.500e-04, eta: 1 day, 11:21:22, time: 1.027, data_time: 0.164, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8221, loss_cls: 1.6075, loss: 1.6075, grad_norm: 6.1242 2020-10-02 19:21:01,327 - mmaction - INFO - Epoch [57][2320/2825] lr: 7.500e-04, eta: 1 day, 11:21:01, time: 1.016, data_time: 0.179, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8268, loss_cls: 1.5914, loss: 1.5914, grad_norm: 6.2522 2020-10-02 19:21:21,188 - mmaction - INFO - Epoch [57][2340/2825] lr: 7.500e-04, eta: 1 day, 11:20:39, time: 0.993, data_time: 0.091, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.5789, loss: 1.5789, grad_norm: 6.2425 2020-10-02 19:21:42,344 - mmaction - INFO - Epoch [57][2360/2825] lr: 7.500e-04, eta: 1 day, 11:20:19, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8320, loss_cls: 1.6019, loss: 1.6019, grad_norm: 6.2630 2020-10-02 19:22:03,379 - mmaction - INFO - Epoch [57][2380/2825] lr: 7.500e-04, eta: 1 day, 11:19:58, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8232, loss_cls: 1.6304, loss: 1.6304, grad_norm: 6.2738 2020-10-02 19:22:24,127 - mmaction - INFO - Epoch [57][2400/2825] lr: 7.500e-04, eta: 1 day, 11:19:37, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6115, top5_acc: 0.8156, loss_cls: 1.6738, loss: 1.6738, grad_norm: 6.3288 2020-10-02 19:22:44,531 - mmaction - INFO - Epoch [57][2420/2825] lr: 7.500e-04, eta: 1 day, 11:19:16, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8208, loss_cls: 1.6646, loss: 1.6646, grad_norm: 6.3785 2020-10-02 19:23:06,292 - mmaction - INFO - Epoch [57][2440/2825] lr: 7.500e-04, eta: 1 day, 11:18:55, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5731, loss: 1.5731, grad_norm: 6.1504 2020-10-02 19:23:26,176 - mmaction - INFO - Epoch [57][2460/2825] lr: 7.500e-04, eta: 1 day, 11:18:34, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8333, loss_cls: 1.5795, loss: 1.5795, grad_norm: 6.2266 2020-10-02 19:23:46,104 - mmaction - INFO - Epoch [57][2480/2825] lr: 7.500e-04, eta: 1 day, 11:18:12, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8331, loss_cls: 1.6035, loss: 1.6035, grad_norm: 6.2654 2020-10-02 19:24:06,963 - mmaction - INFO - Epoch [57][2500/2825] lr: 7.500e-04, eta: 1 day, 11:17:51, time: 1.043, data_time: 0.129, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8250, loss_cls: 1.6318, loss: 1.6318, grad_norm: 6.2329 2020-10-02 19:24:28,132 - mmaction - INFO - Epoch [57][2520/2825] lr: 7.500e-04, eta: 1 day, 11:17:31, time: 1.059, data_time: 0.047, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8310, loss_cls: 1.6464, loss: 1.6464, grad_norm: 6.2801 2020-10-02 19:24:48,127 - mmaction - INFO - Epoch [57][2540/2825] lr: 7.500e-04, eta: 1 day, 11:17:09, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8268, loss_cls: 1.6268, loss: 1.6268, grad_norm: 6.1883 2020-10-02 19:25:08,727 - mmaction - INFO - Epoch [57][2560/2825] lr: 7.500e-04, eta: 1 day, 11:16:48, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8312, loss_cls: 1.5716, loss: 1.5716, grad_norm: 6.2129 2020-10-02 19:25:30,948 - mmaction - INFO - Epoch [57][2580/2825] lr: 7.500e-04, eta: 1 day, 11:16:28, time: 1.111, data_time: 0.059, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8328, loss_cls: 1.5630, loss: 1.5630, grad_norm: 6.2286 2020-10-02 19:25:50,784 - mmaction - INFO - Epoch [57][2600/2825] lr: 7.500e-04, eta: 1 day, 11:16:07, time: 0.992, data_time: 0.014, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8232, loss_cls: 1.6348, loss: 1.6348, grad_norm: 6.3108 2020-10-02 19:26:11,692 - mmaction - INFO - Epoch [57][2620/2825] lr: 7.500e-04, eta: 1 day, 11:15:46, time: 1.046, data_time: 0.012, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8302, loss_cls: 1.6291, loss: 1.6291, grad_norm: 6.3871 2020-10-02 19:26:32,923 - mmaction - INFO - Epoch [57][2640/2825] lr: 7.500e-04, eta: 1 day, 11:15:25, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8370, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.1945 2020-10-02 19:26:52,835 - mmaction - INFO - Epoch [57][2660/2825] lr: 7.500e-04, eta: 1 day, 11:15:04, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8302, loss_cls: 1.6082, loss: 1.6082, grad_norm: 6.3133 2020-10-02 19:27:13,090 - mmaction - INFO - Epoch [57][2680/2825] lr: 7.500e-04, eta: 1 day, 11:14:42, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.6166, loss: 1.6166, grad_norm: 6.2093 2020-10-02 19:27:34,077 - mmaction - INFO - Epoch [57][2700/2825] lr: 7.500e-04, eta: 1 day, 11:14:22, time: 1.050, data_time: 0.202, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8271, loss_cls: 1.6181, loss: 1.6181, grad_norm: 6.3260 2020-10-02 19:27:54,681 - mmaction - INFO - Epoch [57][2720/2825] lr: 7.500e-04, eta: 1 day, 11:14:00, time: 1.030, data_time: 0.051, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8279, loss_cls: 1.5944, loss: 1.5944, grad_norm: 6.4491 2020-10-02 19:28:15,290 - mmaction - INFO - Epoch [57][2740/2825] lr: 7.500e-04, eta: 1 day, 11:13:39, time: 1.031, data_time: 0.006, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8310, loss_cls: 1.6175, loss: 1.6175, grad_norm: 6.3631 2020-10-02 19:28:35,543 - mmaction - INFO - Epoch [57][2760/2825] lr: 7.500e-04, eta: 1 day, 11:13:18, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8305, loss_cls: 1.6181, loss: 1.6181, grad_norm: 6.3103 2020-10-02 19:28:57,252 - mmaction - INFO - Epoch [57][2780/2825] lr: 7.500e-04, eta: 1 day, 11:12:58, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8206, loss_cls: 1.6091, loss: 1.6091, grad_norm: 6.2471 2020-10-02 19:29:19,389 - mmaction - INFO - Epoch [57][2800/2825] lr: 7.500e-04, eta: 1 day, 11:12:38, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8281, loss_cls: 1.6479, loss: 1.6479, grad_norm: 6.2976 2020-10-02 19:29:39,625 - mmaction - INFO - Epoch [57][2820/2825] lr: 7.500e-04, eta: 1 day, 11:12:17, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8336, loss_cls: 1.5817, loss: 1.5817, grad_norm: 6.2102 2020-10-02 19:29:47,094 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-10-02 19:30:37,244 - mmaction - INFO - Epoch [58][20/2825] lr: 7.500e-04, eta: 1 day, 11:12:08, time: 2.469, data_time: 1.392, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8326, loss_cls: 1.5471, loss: 1.5471, grad_norm: 6.0839 2020-10-02 19:30:57,546 - mmaction - INFO - Epoch [58][40/2825] lr: 7.500e-04, eta: 1 day, 11:11:47, time: 1.015, data_time: 0.030, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8305, loss_cls: 1.5936, loss: 1.5936, grad_norm: 6.2911 2020-10-02 19:31:18,847 - mmaction - INFO - Epoch [58][60/2825] lr: 7.500e-04, eta: 1 day, 11:11:26, time: 1.065, data_time: 0.026, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8341, loss_cls: 1.5751, loss: 1.5751, grad_norm: 6.2094 2020-10-02 19:31:38,828 - mmaction - INFO - Epoch [58][80/2825] lr: 7.500e-04, eta: 1 day, 11:11:05, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8307, loss_cls: 1.5912, loss: 1.5912, grad_norm: 6.1982 2020-10-02 19:31:59,953 - mmaction - INFO - Epoch [58][100/2825] lr: 7.500e-04, eta: 1 day, 11:10:44, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8268, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.2701 2020-10-02 19:32:20,415 - mmaction - INFO - Epoch [58][120/2825] lr: 7.500e-04, eta: 1 day, 11:10:23, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8396, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.2215 2020-10-02 19:32:42,123 - mmaction - INFO - Epoch [58][140/2825] lr: 7.500e-04, eta: 1 day, 11:10:03, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8289, loss_cls: 1.5745, loss: 1.5745, grad_norm: 6.1008 2020-10-02 19:33:02,848 - mmaction - INFO - Epoch [58][160/2825] lr: 7.500e-04, eta: 1 day, 11:09:42, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8242, loss_cls: 1.6317, loss: 1.6317, grad_norm: 6.3073 2020-10-02 19:33:23,162 - mmaction - INFO - Epoch [58][180/2825] lr: 7.500e-04, eta: 1 day, 11:09:20, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8263, loss_cls: 1.6047, loss: 1.6047, grad_norm: 6.3299 2020-10-02 19:33:44,702 - mmaction - INFO - Epoch [58][200/2825] lr: 7.500e-04, eta: 1 day, 11:09:00, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8318, loss_cls: 1.5823, loss: 1.5823, grad_norm: 6.2505 2020-10-02 19:34:06,199 - mmaction - INFO - Epoch [58][220/2825] lr: 7.500e-04, eta: 1 day, 11:08:40, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8359, loss_cls: 1.5801, loss: 1.5801, grad_norm: 6.2052 2020-10-02 19:34:25,906 - mmaction - INFO - Epoch [58][240/2825] lr: 7.500e-04, eta: 1 day, 11:08:18, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8372, loss_cls: 1.5898, loss: 1.5898, grad_norm: 6.3142 2020-10-02 19:34:47,162 - mmaction - INFO - Epoch [58][260/2825] lr: 7.500e-04, eta: 1 day, 11:07:57, time: 1.063, data_time: 0.326, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8323, loss_cls: 1.5832, loss: 1.5832, grad_norm: 6.3003 2020-10-02 19:35:06,752 - mmaction - INFO - Epoch [58][280/2825] lr: 7.500e-04, eta: 1 day, 11:07:35, time: 0.979, data_time: 0.269, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8393, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.2246 2020-10-02 19:35:27,890 - mmaction - INFO - Epoch [58][300/2825] lr: 7.500e-04, eta: 1 day, 11:07:15, time: 1.058, data_time: 0.190, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5643, loss: 1.5643, grad_norm: 6.2189 2020-10-02 19:35:47,218 - mmaction - INFO - Epoch [58][320/2825] lr: 7.500e-04, eta: 1 day, 11:06:53, time: 0.967, data_time: 0.001, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8237, loss_cls: 1.6159, loss: 1.6159, grad_norm: 6.2254 2020-10-02 19:36:08,529 - mmaction - INFO - Epoch [58][340/2825] lr: 7.500e-04, eta: 1 day, 11:06:32, time: 1.066, data_time: 0.031, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8240, loss_cls: 1.6055, loss: 1.6055, grad_norm: 6.2442 2020-10-02 19:36:30,118 - mmaction - INFO - Epoch [58][360/2825] lr: 7.500e-04, eta: 1 day, 11:06:12, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8273, loss_cls: 1.5992, loss: 1.5992, grad_norm: 6.3303 2020-10-02 19:36:49,871 - mmaction - INFO - Epoch [58][380/2825] lr: 7.500e-04, eta: 1 day, 11:05:50, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8432, loss_cls: 1.5232, loss: 1.5232, grad_norm: 6.1263 2020-10-02 19:37:11,461 - mmaction - INFO - Epoch [58][400/2825] lr: 7.500e-04, eta: 1 day, 11:05:30, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8307, loss_cls: 1.5946, loss: 1.5946, grad_norm: 6.3145 2020-10-02 19:37:31,302 - mmaction - INFO - Epoch [58][420/2825] lr: 7.500e-04, eta: 1 day, 11:05:08, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8404, loss_cls: 1.5714, loss: 1.5714, grad_norm: 6.2626 2020-10-02 19:37:51,737 - mmaction - INFO - Epoch [58][440/2825] lr: 7.500e-04, eta: 1 day, 11:04:47, time: 1.021, data_time: 0.108, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8352, loss_cls: 1.5616, loss: 1.5616, grad_norm: 6.2422 2020-10-02 19:38:13,700 - mmaction - INFO - Epoch [58][460/2825] lr: 7.500e-04, eta: 1 day, 11:04:27, time: 1.097, data_time: 0.105, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8263, loss_cls: 1.6022, loss: 1.6022, grad_norm: 6.2902 2020-10-02 19:38:34,554 - mmaction - INFO - Epoch [58][480/2825] lr: 7.500e-04, eta: 1 day, 11:04:06, time: 1.043, data_time: 0.006, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8331, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.2506 2020-10-02 19:38:54,517 - mmaction - INFO - Epoch [58][500/2825] lr: 7.500e-04, eta: 1 day, 11:03:45, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8372, loss_cls: 1.5970, loss: 1.5970, grad_norm: 6.3137 2020-10-02 19:39:15,169 - mmaction - INFO - Epoch [58][520/2825] lr: 7.500e-04, eta: 1 day, 11:03:24, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8174, loss_cls: 1.6470, loss: 1.6470, grad_norm: 6.2448 2020-10-02 19:39:36,416 - mmaction - INFO - Epoch [58][540/2825] lr: 7.500e-04, eta: 1 day, 11:03:03, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8323, loss_cls: 1.5909, loss: 1.5909, grad_norm: 6.2025 2020-10-02 19:39:56,350 - mmaction - INFO - Epoch [58][560/2825] lr: 7.500e-04, eta: 1 day, 11:02:41, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8398, loss_cls: 1.5520, loss: 1.5520, grad_norm: 6.3380 2020-10-02 19:40:16,951 - mmaction - INFO - Epoch [58][580/2825] lr: 7.500e-04, eta: 1 day, 11:02:20, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5805, loss: 1.5805, grad_norm: 6.2843 2020-10-02 19:40:36,958 - mmaction - INFO - Epoch [58][600/2825] lr: 7.500e-04, eta: 1 day, 11:01:59, time: 1.001, data_time: 0.047, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8357, loss_cls: 1.5734, loss: 1.5734, grad_norm: 6.3137 2020-10-02 19:40:58,857 - mmaction - INFO - Epoch [58][620/2825] lr: 7.500e-04, eta: 1 day, 11:01:39, time: 1.095, data_time: 0.044, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8232, loss_cls: 1.5862, loss: 1.5862, grad_norm: 6.2004 2020-10-02 19:41:19,073 - mmaction - INFO - Epoch [58][640/2825] lr: 7.500e-04, eta: 1 day, 11:01:17, time: 1.011, data_time: 0.050, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8154, loss_cls: 1.6550, loss: 1.6550, grad_norm: 6.3280 2020-10-02 19:41:39,889 - mmaction - INFO - Epoch [58][660/2825] lr: 7.500e-04, eta: 1 day, 11:00:56, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8221, loss_cls: 1.6413, loss: 1.6413, grad_norm: 6.4340 2020-10-02 19:42:00,558 - mmaction - INFO - Epoch [58][680/2825] lr: 7.500e-04, eta: 1 day, 11:00:35, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8276, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.2414 2020-10-02 19:42:21,137 - mmaction - INFO - Epoch [58][700/2825] lr: 7.500e-04, eta: 1 day, 11:00:14, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8286, loss_cls: 1.6188, loss: 1.6188, grad_norm: 6.3627 2020-10-02 19:42:41,746 - mmaction - INFO - Epoch [58][720/2825] lr: 7.500e-04, eta: 1 day, 10:59:53, time: 1.031, data_time: 0.016, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8378, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.1757 2020-10-02 19:43:01,960 - mmaction - INFO - Epoch [58][740/2825] lr: 7.500e-04, eta: 1 day, 10:59:32, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8323, loss_cls: 1.5572, loss: 1.5572, grad_norm: 6.1102 2020-10-02 19:43:22,902 - mmaction - INFO - Epoch [58][760/2825] lr: 7.500e-04, eta: 1 day, 10:59:11, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8273, loss_cls: 1.6459, loss: 1.6459, grad_norm: 6.4147 2020-10-02 19:43:43,955 - mmaction - INFO - Epoch [58][780/2825] lr: 7.500e-04, eta: 1 day, 10:58:50, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8268, loss_cls: 1.6084, loss: 1.6084, grad_norm: 6.3020 2020-10-02 19:44:04,566 - mmaction - INFO - Epoch [58][800/2825] lr: 7.500e-04, eta: 1 day, 10:58:29, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6143, top5_acc: 0.8227, loss_cls: 1.6611, loss: 1.6611, grad_norm: 6.5249 2020-10-02 19:44:25,896 - mmaction - INFO - Epoch [58][820/2825] lr: 7.500e-04, eta: 1 day, 10:58:09, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8299, loss_cls: 1.5746, loss: 1.5746, grad_norm: 6.3167 2020-10-02 19:44:46,146 - mmaction - INFO - Epoch [58][840/2825] lr: 7.500e-04, eta: 1 day, 10:57:48, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8344, loss_cls: 1.6034, loss: 1.6034, grad_norm: 6.2831 2020-10-02 19:45:07,971 - mmaction - INFO - Epoch [58][860/2825] lr: 7.500e-04, eta: 1 day, 10:57:27, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8318, loss_cls: 1.5875, loss: 1.5875, grad_norm: 6.3542 2020-10-02 19:45:28,967 - mmaction - INFO - Epoch [58][880/2825] lr: 7.500e-04, eta: 1 day, 10:57:07, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8331, loss_cls: 1.5658, loss: 1.5658, grad_norm: 6.2758 2020-10-02 19:45:48,729 - mmaction - INFO - Epoch [58][900/2825] lr: 7.500e-04, eta: 1 day, 10:56:45, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8276, loss_cls: 1.6317, loss: 1.6317, grad_norm: 6.4184 2020-10-02 19:46:09,248 - mmaction - INFO - Epoch [58][920/2825] lr: 7.500e-04, eta: 1 day, 10:56:24, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.6303, loss: 1.6303, grad_norm: 6.3592 2020-10-02 19:46:30,368 - mmaction - INFO - Epoch [58][940/2825] lr: 7.500e-04, eta: 1 day, 10:56:03, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.6041, loss: 1.6041, grad_norm: 6.2848 2020-10-02 19:46:51,703 - mmaction - INFO - Epoch [58][960/2825] lr: 7.500e-04, eta: 1 day, 10:55:43, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8245, loss_cls: 1.6035, loss: 1.6035, grad_norm: 6.2495 2020-10-02 19:47:11,888 - mmaction - INFO - Epoch [58][980/2825] lr: 7.500e-04, eta: 1 day, 10:55:21, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8391, loss_cls: 1.5867, loss: 1.5867, grad_norm: 6.2707 2020-10-02 19:47:31,739 - mmaction - INFO - Epoch [58][1000/2825] lr: 7.500e-04, eta: 1 day, 10:55:00, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8224, loss_cls: 1.6169, loss: 1.6169, grad_norm: 6.2615 2020-10-02 19:47:53,210 - mmaction - INFO - Epoch [58][1020/2825] lr: 7.500e-04, eta: 1 day, 10:54:39, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8292, loss_cls: 1.6290, loss: 1.6290, grad_norm: 6.3496 2020-10-02 19:48:14,301 - mmaction - INFO - Epoch [58][1040/2825] lr: 7.500e-04, eta: 1 day, 10:54:18, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8279, loss_cls: 1.6216, loss: 1.6216, grad_norm: 6.3765 2020-10-02 19:48:34,600 - mmaction - INFO - Epoch [58][1060/2825] lr: 7.500e-04, eta: 1 day, 10:53:57, time: 1.016, data_time: 0.013, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.6145, loss: 1.6145, grad_norm: 6.2258 2020-10-02 19:48:54,762 - mmaction - INFO - Epoch [58][1080/2825] lr: 7.500e-04, eta: 1 day, 10:53:36, time: 1.008, data_time: 0.020, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8341, loss_cls: 1.5559, loss: 1.5559, grad_norm: 6.1607 2020-10-02 19:49:15,811 - mmaction - INFO - Epoch [58][1100/2825] lr: 7.500e-04, eta: 1 day, 10:53:15, time: 1.052, data_time: 0.011, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8273, loss_cls: 1.6273, loss: 1.6273, grad_norm: 6.3444 2020-10-02 19:49:36,009 - mmaction - INFO - Epoch [58][1120/2825] lr: 7.500e-04, eta: 1 day, 10:52:54, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8367, loss_cls: 1.5872, loss: 1.5872, grad_norm: 6.2936 2020-10-02 19:49:56,164 - mmaction - INFO - Epoch [58][1140/2825] lr: 7.500e-04, eta: 1 day, 10:52:32, time: 1.007, data_time: 0.073, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8320, loss_cls: 1.6116, loss: 1.6116, grad_norm: 6.3635 2020-10-02 19:50:17,098 - mmaction - INFO - Epoch [58][1160/2825] lr: 7.500e-04, eta: 1 day, 10:52:11, time: 1.047, data_time: 0.049, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8310, loss_cls: 1.6053, loss: 1.6053, grad_norm: 6.3836 2020-10-02 19:50:38,581 - mmaction - INFO - Epoch [58][1180/2825] lr: 7.500e-04, eta: 1 day, 10:51:51, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8174, loss_cls: 1.6688, loss: 1.6688, grad_norm: 6.3049 2020-10-02 19:50:58,349 - mmaction - INFO - Epoch [58][1200/2825] lr: 7.500e-04, eta: 1 day, 10:51:29, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8344, loss_cls: 1.5461, loss: 1.5461, grad_norm: 6.2647 2020-10-02 19:51:20,300 - mmaction - INFO - Epoch [58][1220/2825] lr: 7.500e-04, eta: 1 day, 10:51:09, time: 1.098, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8279, loss_cls: 1.6319, loss: 1.6319, grad_norm: 6.3851 2020-10-02 19:51:40,460 - mmaction - INFO - Epoch [58][1240/2825] lr: 7.500e-04, eta: 1 day, 10:50:48, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8221, loss_cls: 1.6399, loss: 1.6399, grad_norm: 6.3229 2020-10-02 19:52:01,093 - mmaction - INFO - Epoch [58][1260/2825] lr: 7.500e-04, eta: 1 day, 10:50:27, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8362, loss_cls: 1.5509, loss: 1.5509, grad_norm: 6.1388 2020-10-02 19:52:22,244 - mmaction - INFO - Epoch [58][1280/2825] lr: 7.500e-04, eta: 1 day, 10:50:06, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8276, loss_cls: 1.6242, loss: 1.6242, grad_norm: 6.3195 2020-10-02 19:52:42,444 - mmaction - INFO - Epoch [58][1300/2825] lr: 7.500e-04, eta: 1 day, 10:49:45, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8258, loss_cls: 1.6065, loss: 1.6065, grad_norm: 6.2553 2020-10-02 19:53:04,094 - mmaction - INFO - Epoch [58][1320/2825] lr: 7.500e-04, eta: 1 day, 10:49:25, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8362, loss_cls: 1.5963, loss: 1.5963, grad_norm: 6.2212 2020-10-02 19:53:24,790 - mmaction - INFO - Epoch [58][1340/2825] lr: 7.500e-04, eta: 1 day, 10:49:04, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8268, loss_cls: 1.6201, loss: 1.6201, grad_norm: 6.3098 2020-10-02 19:53:44,879 - mmaction - INFO - Epoch [58][1360/2825] lr: 7.500e-04, eta: 1 day, 10:48:42, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8315, loss_cls: 1.6035, loss: 1.6035, grad_norm: 6.2717 2020-10-02 19:54:05,563 - mmaction - INFO - Epoch [58][1380/2825] lr: 7.500e-04, eta: 1 day, 10:48:21, time: 1.034, data_time: 0.004, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8255, loss_cls: 1.6077, loss: 1.6077, grad_norm: 6.2307 2020-10-02 19:54:26,368 - mmaction - INFO - Epoch [58][1400/2825] lr: 7.500e-04, eta: 1 day, 10:48:00, time: 1.041, data_time: 0.126, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8333, loss_cls: 1.5922, loss: 1.5922, grad_norm: 6.2230 2020-10-02 19:54:46,846 - mmaction - INFO - Epoch [58][1420/2825] lr: 7.500e-04, eta: 1 day, 10:47:39, time: 1.024, data_time: 0.029, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8273, loss_cls: 1.6231, loss: 1.6231, grad_norm: 6.3036 2020-10-02 19:55:07,689 - mmaction - INFO - Epoch [58][1440/2825] lr: 7.500e-04, eta: 1 day, 10:47:18, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8310, loss_cls: 1.5934, loss: 1.5934, grad_norm: 6.2092 2020-10-02 19:55:28,256 - mmaction - INFO - Epoch [58][1460/2825] lr: 7.500e-04, eta: 1 day, 10:46:57, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8253, loss_cls: 1.6060, loss: 1.6060, grad_norm: 6.2848 2020-10-02 19:55:50,580 - mmaction - INFO - Epoch [58][1480/2825] lr: 7.500e-04, eta: 1 day, 10:46:37, time: 1.116, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8203, loss_cls: 1.6021, loss: 1.6021, grad_norm: 6.3223 2020-10-02 19:56:10,307 - mmaction - INFO - Epoch [58][1500/2825] lr: 7.500e-04, eta: 1 day, 10:46:16, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8281, loss_cls: 1.5628, loss: 1.5628, grad_norm: 6.2037 2020-10-02 19:56:30,774 - mmaction - INFO - Epoch [58][1520/2825] lr: 7.500e-04, eta: 1 day, 10:45:54, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8336, loss_cls: 1.5721, loss: 1.5721, grad_norm: 6.2957 2020-10-02 19:56:51,261 - mmaction - INFO - Epoch [58][1540/2825] lr: 7.500e-04, eta: 1 day, 10:45:33, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8365, loss_cls: 1.5547, loss: 1.5547, grad_norm: 6.1919 2020-10-02 19:57:12,030 - mmaction - INFO - Epoch [58][1560/2825] lr: 7.500e-04, eta: 1 day, 10:45:12, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8245, loss_cls: 1.6332, loss: 1.6332, grad_norm: 6.3150 2020-10-02 19:57:33,080 - mmaction - INFO - Epoch [58][1580/2825] lr: 7.500e-04, eta: 1 day, 10:44:52, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5859, loss: 1.5859, grad_norm: 6.2815 2020-10-02 19:57:53,253 - mmaction - INFO - Epoch [58][1600/2825] lr: 7.500e-04, eta: 1 day, 10:44:30, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8289, loss_cls: 1.6090, loss: 1.6090, grad_norm: 6.4031 2020-10-02 19:58:13,425 - mmaction - INFO - Epoch [58][1620/2825] lr: 7.500e-04, eta: 1 day, 10:44:09, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.6069, loss: 1.6069, grad_norm: 6.2395 2020-10-02 19:58:34,207 - mmaction - INFO - Epoch [58][1640/2825] lr: 7.500e-04, eta: 1 day, 10:43:48, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8409, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.1852 2020-10-02 19:58:54,721 - mmaction - INFO - Epoch [58][1660/2825] lr: 7.500e-04, eta: 1 day, 10:43:27, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8359, loss_cls: 1.5703, loss: 1.5703, grad_norm: 6.1620 2020-10-02 19:59:15,865 - mmaction - INFO - Epoch [58][1680/2825] lr: 7.500e-04, eta: 1 day, 10:43:06, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8297, loss_cls: 1.6038, loss: 1.6038, grad_norm: 6.2664 2020-10-02 19:59:38,147 - mmaction - INFO - Epoch [58][1700/2825] lr: 7.500e-04, eta: 1 day, 10:42:46, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8284, loss_cls: 1.5939, loss: 1.5939, grad_norm: 6.2611 2020-10-02 19:59:58,324 - mmaction - INFO - Epoch [58][1720/2825] lr: 7.500e-04, eta: 1 day, 10:42:25, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8299, loss_cls: 1.5590, loss: 1.5590, grad_norm: 6.2491 2020-10-02 20:00:20,604 - mmaction - INFO - Epoch [58][1740/2825] lr: 7.500e-04, eta: 1 day, 10:42:05, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8310, loss_cls: 1.5973, loss: 1.5973, grad_norm: 6.2086 2020-10-02 20:00:41,605 - mmaction - INFO - Epoch [58][1760/2825] lr: 7.500e-04, eta: 1 day, 10:41:44, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8349, loss_cls: 1.5611, loss: 1.5611, grad_norm: 6.1734 2020-10-02 20:01:01,541 - mmaction - INFO - Epoch [58][1780/2825] lr: 7.500e-04, eta: 1 day, 10:41:23, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8375, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.3218 2020-10-02 20:01:22,907 - mmaction - INFO - Epoch [58][1800/2825] lr: 7.500e-04, eta: 1 day, 10:41:02, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8286, loss_cls: 1.6127, loss: 1.6127, grad_norm: 6.3127 2020-10-02 20:01:43,200 - mmaction - INFO - Epoch [58][1820/2825] lr: 7.500e-04, eta: 1 day, 10:40:41, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8224, loss_cls: 1.6333, loss: 1.6333, grad_norm: 6.3235 2020-10-02 20:02:03,751 - mmaction - INFO - Epoch [58][1840/2825] lr: 7.500e-04, eta: 1 day, 10:40:20, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8260, loss_cls: 1.6288, loss: 1.6288, grad_norm: 6.3094 2020-10-02 20:02:25,060 - mmaction - INFO - Epoch [58][1860/2825] lr: 7.500e-04, eta: 1 day, 10:39:59, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8284, loss_cls: 1.5960, loss: 1.5960, grad_norm: 6.2669 2020-10-02 20:02:45,268 - mmaction - INFO - Epoch [58][1880/2825] lr: 7.500e-04, eta: 1 day, 10:39:38, time: 1.011, data_time: 0.016, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8372, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.2342 2020-10-02 20:03:05,695 - mmaction - INFO - Epoch [58][1900/2825] lr: 7.500e-04, eta: 1 day, 10:39:17, time: 1.022, data_time: 0.204, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8279, loss_cls: 1.6127, loss: 1.6127, grad_norm: 6.2988 2020-10-02 20:03:26,808 - mmaction - INFO - Epoch [58][1920/2825] lr: 7.500e-04, eta: 1 day, 10:38:56, time: 1.055, data_time: 0.118, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8169, loss_cls: 1.6612, loss: 1.6612, grad_norm: 6.4422 2020-10-02 20:03:48,377 - mmaction - INFO - Epoch [58][1940/2825] lr: 7.500e-04, eta: 1 day, 10:38:36, time: 1.078, data_time: 0.451, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8354, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.3302 2020-10-02 20:04:08,339 - mmaction - INFO - Epoch [58][1960/2825] lr: 7.500e-04, eta: 1 day, 10:38:14, time: 0.999, data_time: 0.323, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8266, loss_cls: 1.6152, loss: 1.6152, grad_norm: 6.4195 2020-10-02 20:04:29,178 - mmaction - INFO - Epoch [58][1980/2825] lr: 7.500e-04, eta: 1 day, 10:37:53, time: 1.041, data_time: 0.223, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8341, loss_cls: 1.5692, loss: 1.5692, grad_norm: 6.1706 2020-10-02 20:04:49,847 - mmaction - INFO - Epoch [58][2000/2825] lr: 7.500e-04, eta: 1 day, 10:37:32, time: 1.033, data_time: 0.030, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8383, loss_cls: 1.5661, loss: 1.5661, grad_norm: 6.3388 2020-10-02 20:05:09,005 - mmaction - INFO - Epoch [58][2020/2825] lr: 7.500e-04, eta: 1 day, 10:37:10, time: 0.959, data_time: 0.126, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8245, loss_cls: 1.6112, loss: 1.6112, grad_norm: 6.2848 2020-10-02 20:05:30,931 - mmaction - INFO - Epoch [58][2040/2825] lr: 7.500e-04, eta: 1 day, 10:36:50, time: 1.096, data_time: 0.029, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.6163, loss: 1.6163, grad_norm: 6.2593 2020-10-02 20:05:52,078 - mmaction - INFO - Epoch [58][2060/2825] lr: 7.500e-04, eta: 1 day, 10:36:29, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8268, loss_cls: 1.6003, loss: 1.6003, grad_norm: 6.3607 2020-10-02 20:06:13,455 - mmaction - INFO - Epoch [58][2080/2825] lr: 7.500e-04, eta: 1 day, 10:36:09, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6104, top5_acc: 0.8260, loss_cls: 1.6550, loss: 1.6550, grad_norm: 6.4840 2020-10-02 20:06:33,440 - mmaction - INFO - Epoch [58][2100/2825] lr: 7.500e-04, eta: 1 day, 10:35:47, time: 1.000, data_time: 0.174, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8276, loss_cls: 1.5873, loss: 1.5873, grad_norm: 6.2057 2020-10-02 20:06:54,035 - mmaction - INFO - Epoch [58][2120/2825] lr: 7.500e-04, eta: 1 day, 10:35:26, time: 1.029, data_time: 0.108, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8323, loss_cls: 1.5841, loss: 1.5841, grad_norm: 6.2572 2020-10-02 20:07:14,684 - mmaction - INFO - Epoch [58][2140/2825] lr: 7.500e-04, eta: 1 day, 10:35:05, time: 1.033, data_time: 0.005, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8320, loss_cls: 1.5960, loss: 1.5960, grad_norm: 6.3371 2020-10-02 20:07:34,879 - mmaction - INFO - Epoch [58][2160/2825] lr: 7.500e-04, eta: 1 day, 10:34:44, time: 1.010, data_time: 0.106, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5787, loss: 1.5787, grad_norm: 6.2644 2020-10-02 20:07:55,546 - mmaction - INFO - Epoch [58][2180/2825] lr: 7.500e-04, eta: 1 day, 10:34:23, time: 1.034, data_time: 0.013, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8378, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.2262 2020-10-02 20:08:16,628 - mmaction - INFO - Epoch [58][2200/2825] lr: 7.500e-04, eta: 1 day, 10:34:02, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8344, loss_cls: 1.5744, loss: 1.5744, grad_norm: 6.2510 2020-10-02 20:08:37,499 - mmaction - INFO - Epoch [58][2220/2825] lr: 7.500e-04, eta: 1 day, 10:33:41, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8424, loss_cls: 1.5495, loss: 1.5495, grad_norm: 6.2588 2020-10-02 20:08:58,501 - mmaction - INFO - Epoch [58][2240/2825] lr: 7.500e-04, eta: 1 day, 10:33:21, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8367, loss_cls: 1.5961, loss: 1.5961, grad_norm: 6.3732 2020-10-02 20:09:19,384 - mmaction - INFO - Epoch [58][2260/2825] lr: 7.500e-04, eta: 1 day, 10:33:00, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8305, loss_cls: 1.5940, loss: 1.5940, grad_norm: 6.2776 2020-10-02 20:09:40,788 - mmaction - INFO - Epoch [58][2280/2825] lr: 7.500e-04, eta: 1 day, 10:32:39, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8299, loss_cls: 1.6046, loss: 1.6046, grad_norm: 6.1859 2020-10-02 20:10:01,121 - mmaction - INFO - Epoch [58][2300/2825] lr: 7.500e-04, eta: 1 day, 10:32:18, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8221, loss_cls: 1.6026, loss: 1.6026, grad_norm: 6.1748 2020-10-02 20:10:21,103 - mmaction - INFO - Epoch [58][2320/2825] lr: 7.500e-04, eta: 1 day, 10:31:57, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8255, loss_cls: 1.5981, loss: 1.5981, grad_norm: 6.2744 2020-10-02 20:10:42,244 - mmaction - INFO - Epoch [58][2340/2825] lr: 7.500e-04, eta: 1 day, 10:31:36, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8354, loss_cls: 1.5653, loss: 1.5653, grad_norm: 6.3241 2020-10-02 20:11:03,180 - mmaction - INFO - Epoch [58][2360/2825] lr: 7.500e-04, eta: 1 day, 10:31:15, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8260, loss_cls: 1.6129, loss: 1.6129, grad_norm: 6.2891 2020-10-02 20:11:24,245 - mmaction - INFO - Epoch [58][2380/2825] lr: 7.500e-04, eta: 1 day, 10:30:54, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8268, loss_cls: 1.6014, loss: 1.6014, grad_norm: 6.2983 2020-10-02 20:11:45,553 - mmaction - INFO - Epoch [58][2400/2825] lr: 7.500e-04, eta: 1 day, 10:30:34, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8346, loss_cls: 1.5925, loss: 1.5925, grad_norm: 6.3514 2020-10-02 20:12:05,083 - mmaction - INFO - Epoch [58][2420/2825] lr: 7.500e-04, eta: 1 day, 10:30:12, time: 0.977, data_time: 0.003, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8331, loss_cls: 1.6060, loss: 1.6060, grad_norm: 6.2845 2020-10-02 20:12:25,413 - mmaction - INFO - Epoch [58][2440/2825] lr: 7.500e-04, eta: 1 day, 10:29:51, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8362, loss_cls: 1.5611, loss: 1.5611, grad_norm: 6.3059 2020-10-02 20:12:47,526 - mmaction - INFO - Epoch [58][2460/2825] lr: 7.500e-04, eta: 1 day, 10:29:31, time: 1.105, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5878, loss: 1.5878, grad_norm: 6.3443 2020-10-02 20:13:08,091 - mmaction - INFO - Epoch [58][2480/2825] lr: 7.500e-04, eta: 1 day, 10:29:10, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8284, loss_cls: 1.5897, loss: 1.5897, grad_norm: 6.3324 2020-10-02 20:13:28,220 - mmaction - INFO - Epoch [58][2500/2825] lr: 7.500e-04, eta: 1 day, 10:28:48, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8216, loss_cls: 1.6189, loss: 1.6189, grad_norm: 6.3410 2020-10-02 20:13:48,836 - mmaction - INFO - Epoch [58][2520/2825] lr: 7.500e-04, eta: 1 day, 10:28:27, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8208, loss_cls: 1.5997, loss: 1.5997, grad_norm: 6.1643 2020-10-02 20:14:10,460 - mmaction - INFO - Epoch [58][2540/2825] lr: 7.500e-04, eta: 1 day, 10:28:07, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8313, loss_cls: 1.5676, loss: 1.5676, grad_norm: 6.1181 2020-10-02 20:14:31,093 - mmaction - INFO - Epoch [58][2560/2825] lr: 7.500e-04, eta: 1 day, 10:27:46, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8289, loss_cls: 1.5971, loss: 1.5971, grad_norm: 6.3412 2020-10-02 20:14:50,970 - mmaction - INFO - Epoch [58][2580/2825] lr: 7.500e-04, eta: 1 day, 10:27:24, time: 0.995, data_time: 0.003, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8365, loss_cls: 1.5516, loss: 1.5516, grad_norm: 6.3820 2020-10-02 20:15:12,066 - mmaction - INFO - Epoch [58][2600/2825] lr: 7.500e-04, eta: 1 day, 10:27:04, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5817, loss: 1.5817, grad_norm: 6.2278 2020-10-02 20:15:33,071 - mmaction - INFO - Epoch [58][2620/2825] lr: 7.500e-04, eta: 1 day, 10:26:43, time: 1.050, data_time: 0.007, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.6006, loss: 1.6006, grad_norm: 6.2441 2020-10-02 20:15:53,825 - mmaction - INFO - Epoch [58][2640/2825] lr: 7.500e-04, eta: 1 day, 10:26:22, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8286, loss_cls: 1.5964, loss: 1.5964, grad_norm: 6.3142 2020-10-02 20:16:13,171 - mmaction - INFO - Epoch [58][2660/2825] lr: 7.500e-04, eta: 1 day, 10:26:00, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8336, loss_cls: 1.5837, loss: 1.5837, grad_norm: 6.4117 2020-10-02 20:16:34,653 - mmaction - INFO - Epoch [58][2680/2825] lr: 7.500e-04, eta: 1 day, 10:25:39, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8417, loss_cls: 1.5516, loss: 1.5516, grad_norm: 6.4122 2020-10-02 20:16:55,173 - mmaction - INFO - Epoch [58][2700/2825] lr: 7.500e-04, eta: 1 day, 10:25:18, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8240, loss_cls: 1.5963, loss: 1.5963, grad_norm: 6.2063 2020-10-02 20:17:16,055 - mmaction - INFO - Epoch [58][2720/2825] lr: 7.500e-04, eta: 1 day, 10:24:57, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8219, loss_cls: 1.6318, loss: 1.6318, grad_norm: 6.3149 2020-10-02 20:17:38,047 - mmaction - INFO - Epoch [58][2740/2825] lr: 7.500e-04, eta: 1 day, 10:24:37, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8253, loss_cls: 1.6297, loss: 1.6297, grad_norm: 6.2897 2020-10-02 20:17:57,746 - mmaction - INFO - Epoch [58][2760/2825] lr: 7.500e-04, eta: 1 day, 10:24:16, time: 0.986, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8271, loss_cls: 1.6057, loss: 1.6057, grad_norm: 6.2598 2020-10-02 20:18:18,809 - mmaction - INFO - Epoch [58][2780/2825] lr: 7.500e-04, eta: 1 day, 10:23:55, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8245, loss_cls: 1.6162, loss: 1.6162, grad_norm: 6.2646 2020-10-02 20:18:40,972 - mmaction - INFO - Epoch [58][2800/2825] lr: 7.500e-04, eta: 1 day, 10:23:35, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8362, loss_cls: 1.5804, loss: 1.5804, grad_norm: 6.2773 2020-10-02 20:19:01,791 - mmaction - INFO - Epoch [58][2820/2825] lr: 7.500e-04, eta: 1 day, 10:23:14, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8260, loss_cls: 1.6287, loss: 1.6287, grad_norm: 6.3990 2020-10-02 20:19:07,423 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-10-02 20:19:57,424 - mmaction - INFO - Epoch [59][20/2825] lr: 7.500e-04, eta: 1 day, 10:23:03, time: 2.367, data_time: 1.330, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8156, loss_cls: 1.6418, loss: 1.6418, grad_norm: 6.3092 2020-10-02 20:20:18,856 - mmaction - INFO - Epoch [59][40/2825] lr: 7.500e-04, eta: 1 day, 10:22:43, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8396, loss_cls: 1.5741, loss: 1.5741, grad_norm: 6.3289 2020-10-02 20:20:38,207 - mmaction - INFO - Epoch [59][60/2825] lr: 7.500e-04, eta: 1 day, 10:22:21, time: 0.967, data_time: 0.055, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8305, loss_cls: 1.5957, loss: 1.5957, grad_norm: 6.4241 2020-10-02 20:20:59,228 - mmaction - INFO - Epoch [59][80/2825] lr: 7.500e-04, eta: 1 day, 10:22:00, time: 1.052, data_time: 0.279, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8214, loss_cls: 1.6316, loss: 1.6316, grad_norm: 6.3530 2020-10-02 20:21:20,476 - mmaction - INFO - Epoch [59][100/2825] lr: 7.500e-04, eta: 1 day, 10:21:40, time: 1.063, data_time: 0.021, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8286, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.2768 2020-10-02 20:21:39,806 - mmaction - INFO - Epoch [59][120/2825] lr: 7.500e-04, eta: 1 day, 10:21:18, time: 0.966, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8289, loss_cls: 1.6151, loss: 1.6151, grad_norm: 6.3723 2020-10-02 20:22:01,021 - mmaction - INFO - Epoch [59][140/2825] lr: 7.500e-04, eta: 1 day, 10:20:57, time: 1.061, data_time: 0.008, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8362, loss_cls: 1.5557, loss: 1.5557, grad_norm: 6.2102 2020-10-02 20:22:21,659 - mmaction - INFO - Epoch [59][160/2825] lr: 7.500e-04, eta: 1 day, 10:20:36, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8286, loss_cls: 1.6239, loss: 1.6239, grad_norm: 6.2920 2020-10-02 20:22:42,124 - mmaction - INFO - Epoch [59][180/2825] lr: 7.500e-04, eta: 1 day, 10:20:15, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8292, loss_cls: 1.5989, loss: 1.5989, grad_norm: 6.3534 2020-10-02 20:23:02,906 - mmaction - INFO - Epoch [59][200/2825] lr: 7.500e-04, eta: 1 day, 10:19:54, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8414, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.1274 2020-10-02 20:23:24,593 - mmaction - INFO - Epoch [59][220/2825] lr: 7.500e-04, eta: 1 day, 10:19:34, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8365, loss_cls: 1.5620, loss: 1.5620, grad_norm: 6.2292 2020-10-02 20:23:44,302 - mmaction - INFO - Epoch [59][240/2825] lr: 7.500e-04, eta: 1 day, 10:19:12, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8312, loss_cls: 1.5645, loss: 1.5645, grad_norm: 6.2492 2020-10-02 20:24:05,625 - mmaction - INFO - Epoch [59][260/2825] lr: 7.500e-04, eta: 1 day, 10:18:51, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8411, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.1015 2020-10-02 20:24:25,870 - mmaction - INFO - Epoch [59][280/2825] lr: 7.500e-04, eta: 1 day, 10:18:30, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8383, loss_cls: 1.5919, loss: 1.5919, grad_norm: 6.3450 2020-10-02 20:24:46,537 - mmaction - INFO - Epoch [59][300/2825] lr: 7.500e-04, eta: 1 day, 10:18:09, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8310, loss_cls: 1.5539, loss: 1.5539, grad_norm: 6.2915 2020-10-02 20:25:06,969 - mmaction - INFO - Epoch [59][320/2825] lr: 7.500e-04, eta: 1 day, 10:17:48, time: 1.022, data_time: 0.017, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8289, loss_cls: 1.5812, loss: 1.5812, grad_norm: 6.2971 2020-10-02 20:25:28,173 - mmaction - INFO - Epoch [59][340/2825] lr: 7.500e-04, eta: 1 day, 10:17:27, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8445, loss_cls: 1.5572, loss: 1.5572, grad_norm: 6.3841 2020-10-02 20:25:48,761 - mmaction - INFO - Epoch [59][360/2825] lr: 7.500e-04, eta: 1 day, 10:17:06, time: 1.030, data_time: 0.061, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8323, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.4070 2020-10-02 20:26:10,373 - mmaction - INFO - Epoch [59][380/2825] lr: 7.500e-04, eta: 1 day, 10:16:46, time: 1.079, data_time: 0.045, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8281, loss_cls: 1.6038, loss: 1.6038, grad_norm: 6.2590 2020-10-02 20:26:30,648 - mmaction - INFO - Epoch [59][400/2825] lr: 7.500e-04, eta: 1 day, 10:16:25, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8224, loss_cls: 1.6552, loss: 1.6552, grad_norm: 6.4117 2020-10-02 20:26:51,438 - mmaction - INFO - Epoch [59][420/2825] lr: 7.500e-04, eta: 1 day, 10:16:04, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5862, loss: 1.5862, grad_norm: 6.3121 2020-10-02 20:27:11,767 - mmaction - INFO - Epoch [59][440/2825] lr: 7.500e-04, eta: 1 day, 10:15:42, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.4068 2020-10-02 20:27:31,807 - mmaction - INFO - Epoch [59][460/2825] lr: 7.500e-04, eta: 1 day, 10:15:21, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8297, loss_cls: 1.6044, loss: 1.6044, grad_norm: 6.3485 2020-10-02 20:27:52,841 - mmaction - INFO - Epoch [59][480/2825] lr: 7.500e-04, eta: 1 day, 10:15:00, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8357, loss_cls: 1.5721, loss: 1.5721, grad_norm: 6.3905 2020-10-02 20:28:14,425 - mmaction - INFO - Epoch [59][500/2825] lr: 7.500e-04, eta: 1 day, 10:14:40, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8326, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.2173 2020-10-02 20:28:35,360 - mmaction - INFO - Epoch [59][520/2825] lr: 7.500e-04, eta: 1 day, 10:14:19, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8299, loss_cls: 1.5556, loss: 1.5556, grad_norm: 6.1054 2020-10-02 20:28:55,574 - mmaction - INFO - Epoch [59][540/2825] lr: 7.500e-04, eta: 1 day, 10:13:58, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8292, loss_cls: 1.5916, loss: 1.5916, grad_norm: 6.2366 2020-10-02 20:29:17,031 - mmaction - INFO - Epoch [59][560/2825] lr: 7.500e-04, eta: 1 day, 10:13:37, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.5550, loss: 1.5550, grad_norm: 6.2117 2020-10-02 20:29:36,566 - mmaction - INFO - Epoch [59][580/2825] lr: 7.500e-04, eta: 1 day, 10:13:15, time: 0.977, data_time: 0.031, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8409, loss_cls: 1.5168, loss: 1.5168, grad_norm: 6.2205 2020-10-02 20:29:56,991 - mmaction - INFO - Epoch [59][600/2825] lr: 7.500e-04, eta: 1 day, 10:12:54, time: 1.021, data_time: 0.028, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8339, loss_cls: 1.5929, loss: 1.5929, grad_norm: 6.3079 2020-10-02 20:30:19,091 - mmaction - INFO - Epoch [59][620/2825] lr: 7.500e-04, eta: 1 day, 10:12:34, time: 1.105, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8438, loss_cls: 1.5142, loss: 1.5142, grad_norm: 6.2566 2020-10-02 20:30:40,239 - mmaction - INFO - Epoch [59][640/2825] lr: 7.500e-04, eta: 1 day, 10:12:14, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.3320 2020-10-02 20:31:01,196 - mmaction - INFO - Epoch [59][660/2825] lr: 7.500e-04, eta: 1 day, 10:11:53, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8310, loss_cls: 1.5769, loss: 1.5769, grad_norm: 6.1747 2020-10-02 20:31:22,544 - mmaction - INFO - Epoch [59][680/2825] lr: 7.500e-04, eta: 1 day, 10:11:32, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8310, loss_cls: 1.5736, loss: 1.5736, grad_norm: 6.1716 2020-10-02 20:31:42,836 - mmaction - INFO - Epoch [59][700/2825] lr: 7.500e-04, eta: 1 day, 10:11:11, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8354, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.3397 2020-10-02 20:32:04,167 - mmaction - INFO - Epoch [59][720/2825] lr: 7.500e-04, eta: 1 day, 10:10:50, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8331, loss_cls: 1.5797, loss: 1.5797, grad_norm: 6.3915 2020-10-02 20:32:24,632 - mmaction - INFO - Epoch [59][740/2825] lr: 7.500e-04, eta: 1 day, 10:10:29, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8286, loss_cls: 1.5856, loss: 1.5856, grad_norm: 6.3205 2020-10-02 20:32:44,586 - mmaction - INFO - Epoch [59][760/2825] lr: 7.500e-04, eta: 1 day, 10:10:08, time: 0.997, data_time: 0.054, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8357, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.3132 2020-10-02 20:33:05,603 - mmaction - INFO - Epoch [59][780/2825] lr: 7.500e-04, eta: 1 day, 10:09:47, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8240, loss_cls: 1.5954, loss: 1.5954, grad_norm: 6.3286 2020-10-02 20:33:26,413 - mmaction - INFO - Epoch [59][800/2825] lr: 7.500e-04, eta: 1 day, 10:09:26, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8227, loss_cls: 1.6309, loss: 1.6309, grad_norm: 6.4326 2020-10-02 20:33:47,322 - mmaction - INFO - Epoch [59][820/2825] lr: 7.500e-04, eta: 1 day, 10:09:05, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8234, loss_cls: 1.5934, loss: 1.5934, grad_norm: 6.2426 2020-10-02 20:34:08,479 - mmaction - INFO - Epoch [59][840/2825] lr: 7.500e-04, eta: 1 day, 10:08:45, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8299, loss_cls: 1.5832, loss: 1.5832, grad_norm: 6.2449 2020-10-02 20:34:27,791 - mmaction - INFO - Epoch [59][860/2825] lr: 7.500e-04, eta: 1 day, 10:08:23, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8333, loss_cls: 1.5892, loss: 1.5892, grad_norm: 6.3476 2020-10-02 20:34:48,645 - mmaction - INFO - Epoch [59][880/2825] lr: 7.500e-04, eta: 1 day, 10:08:02, time: 1.043, data_time: 0.048, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5564, loss: 1.5564, grad_norm: 6.2334 2020-10-02 20:35:09,196 - mmaction - INFO - Epoch [59][900/2825] lr: 7.500e-04, eta: 1 day, 10:07:41, time: 1.027, data_time: 0.015, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8385, loss_cls: 1.5983, loss: 1.5983, grad_norm: 6.3692 2020-10-02 20:35:30,934 - mmaction - INFO - Epoch [59][920/2825] lr: 7.500e-04, eta: 1 day, 10:07:20, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8234, loss_cls: 1.6321, loss: 1.6321, grad_norm: 6.4640 2020-10-02 20:35:52,138 - mmaction - INFO - Epoch [59][940/2825] lr: 7.500e-04, eta: 1 day, 10:07:00, time: 1.061, data_time: 0.027, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8349, loss_cls: 1.5826, loss: 1.5826, grad_norm: 6.2978 2020-10-02 20:36:12,267 - mmaction - INFO - Epoch [59][960/2825] lr: 7.500e-04, eta: 1 day, 10:06:38, time: 1.007, data_time: 0.055, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8271, loss_cls: 1.6406, loss: 1.6406, grad_norm: 6.3787 2020-10-02 20:36:32,779 - mmaction - INFO - Epoch [59][980/2825] lr: 7.500e-04, eta: 1 day, 10:06:17, time: 1.025, data_time: 0.080, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.5543, loss: 1.5543, grad_norm: 6.1657 2020-10-02 20:36:52,811 - mmaction - INFO - Epoch [59][1000/2825] lr: 7.500e-04, eta: 1 day, 10:05:56, time: 1.002, data_time: 0.024, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8271, loss_cls: 1.6228, loss: 1.6228, grad_norm: 6.4106 2020-10-02 20:37:14,228 - mmaction - INFO - Epoch [59][1020/2825] lr: 7.500e-04, eta: 1 day, 10:05:35, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8242, loss_cls: 1.6349, loss: 1.6349, grad_norm: 6.3948 2020-10-02 20:37:35,405 - mmaction - INFO - Epoch [59][1040/2825] lr: 7.500e-04, eta: 1 day, 10:05:15, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8435, loss_cls: 1.5506, loss: 1.5506, grad_norm: 6.3417 2020-10-02 20:37:56,298 - mmaction - INFO - Epoch [59][1060/2825] lr: 7.500e-04, eta: 1 day, 10:04:54, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8284, loss_cls: 1.5851, loss: 1.5851, grad_norm: 6.3585 2020-10-02 20:38:16,225 - mmaction - INFO - Epoch [59][1080/2825] lr: 7.500e-04, eta: 1 day, 10:04:32, time: 0.995, data_time: 0.010, memory: 8353, top1_acc: 0.6076, top5_acc: 0.8258, loss_cls: 1.6684, loss: 1.6684, grad_norm: 6.4683 2020-10-02 20:38:36,538 - mmaction - INFO - Epoch [59][1100/2825] lr: 7.500e-04, eta: 1 day, 10:04:11, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8190, loss_cls: 1.6415, loss: 1.6415, grad_norm: 6.4696 2020-10-02 20:38:57,005 - mmaction - INFO - Epoch [59][1120/2825] lr: 7.500e-04, eta: 1 day, 10:03:50, time: 1.022, data_time: 0.012, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5338, loss: 1.5338, grad_norm: 6.2042 2020-10-02 20:39:18,397 - mmaction - INFO - Epoch [59][1140/2825] lr: 7.500e-04, eta: 1 day, 10:03:29, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8247, loss_cls: 1.6278, loss: 1.6278, grad_norm: 6.5084 2020-10-02 20:39:39,327 - mmaction - INFO - Epoch [59][1160/2825] lr: 7.500e-04, eta: 1 day, 10:03:09, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8362, loss_cls: 1.5668, loss: 1.5668, grad_norm: 6.3090 2020-10-02 20:40:00,145 - mmaction - INFO - Epoch [59][1180/2825] lr: 7.500e-04, eta: 1 day, 10:02:48, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8331, loss_cls: 1.5514, loss: 1.5514, grad_norm: 6.1734 2020-10-02 20:40:20,303 - mmaction - INFO - Epoch [59][1200/2825] lr: 7.500e-04, eta: 1 day, 10:02:26, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8281, loss_cls: 1.5895, loss: 1.5895, grad_norm: 6.2703 2020-10-02 20:40:41,005 - mmaction - INFO - Epoch [59][1220/2825] lr: 7.500e-04, eta: 1 day, 10:02:05, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8362, loss_cls: 1.5696, loss: 1.5696, grad_norm: 6.2312 2020-10-02 20:41:02,798 - mmaction - INFO - Epoch [59][1240/2825] lr: 7.500e-04, eta: 1 day, 10:01:45, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8276, loss_cls: 1.6129, loss: 1.6129, grad_norm: 6.2857 2020-10-02 20:41:22,659 - mmaction - INFO - Epoch [59][1260/2825] lr: 7.500e-04, eta: 1 day, 10:01:23, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5776, loss: 1.5776, grad_norm: 6.3433 2020-10-02 20:41:44,174 - mmaction - INFO - Epoch [59][1280/2825] lr: 7.500e-04, eta: 1 day, 10:01:03, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8320, loss_cls: 1.5877, loss: 1.5877, grad_norm: 6.3108 2020-10-02 20:42:05,065 - mmaction - INFO - Epoch [59][1300/2825] lr: 7.500e-04, eta: 1 day, 10:00:42, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8409, loss_cls: 1.5677, loss: 1.5677, grad_norm: 6.2980 2020-10-02 20:42:24,810 - mmaction - INFO - Epoch [59][1320/2825] lr: 7.500e-04, eta: 1 day, 10:00:21, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8404, loss_cls: 1.5893, loss: 1.5893, grad_norm: 6.3669 2020-10-02 20:42:46,633 - mmaction - INFO - Epoch [59][1340/2825] lr: 7.500e-04, eta: 1 day, 10:00:00, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.6111, loss: 1.6111, grad_norm: 6.3224 2020-10-02 20:43:07,076 - mmaction - INFO - Epoch [59][1360/2825] lr: 7.500e-04, eta: 1 day, 9:59:39, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8346, loss_cls: 1.5842, loss: 1.5842, grad_norm: 6.3497 2020-10-02 20:43:27,376 - mmaction - INFO - Epoch [59][1380/2825] lr: 7.500e-04, eta: 1 day, 9:59:18, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8242, loss_cls: 1.6241, loss: 1.6241, grad_norm: 6.3456 2020-10-02 20:43:48,783 - mmaction - INFO - Epoch [59][1400/2825] lr: 7.500e-04, eta: 1 day, 9:58:57, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8378, loss_cls: 1.5349, loss: 1.5349, grad_norm: 6.2765 2020-10-02 20:44:07,902 - mmaction - INFO - Epoch [59][1420/2825] lr: 7.500e-04, eta: 1 day, 9:58:35, time: 0.957, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5546, loss: 1.5546, grad_norm: 6.2871 2020-10-02 20:44:28,961 - mmaction - INFO - Epoch [59][1440/2825] lr: 7.500e-04, eta: 1 day, 9:58:15, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8404, loss_cls: 1.5380, loss: 1.5380, grad_norm: 6.2900 2020-10-02 20:44:49,690 - mmaction - INFO - Epoch [59][1460/2825] lr: 7.500e-04, eta: 1 day, 9:57:54, time: 1.037, data_time: 0.073, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8401, loss_cls: 1.5451, loss: 1.5451, grad_norm: 6.2575 2020-10-02 20:45:10,680 - mmaction - INFO - Epoch [59][1480/2825] lr: 7.500e-04, eta: 1 day, 9:57:33, time: 1.050, data_time: 0.121, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.6002, loss: 1.6002, grad_norm: 6.4335 2020-10-02 20:45:31,455 - mmaction - INFO - Epoch [59][1500/2825] lr: 7.500e-04, eta: 1 day, 9:57:12, time: 1.038, data_time: 0.030, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8456, loss_cls: 1.5199, loss: 1.5199, grad_norm: 6.2117 2020-10-02 20:45:52,047 - mmaction - INFO - Epoch [59][1520/2825] lr: 7.500e-04, eta: 1 day, 9:56:51, time: 1.031, data_time: 0.031, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8375, loss_cls: 1.5709, loss: 1.5709, grad_norm: 6.3308 2020-10-02 20:46:12,753 - mmaction - INFO - Epoch [59][1540/2825] lr: 7.500e-04, eta: 1 day, 9:56:30, time: 1.036, data_time: 0.011, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8354, loss_cls: 1.5915, loss: 1.5915, grad_norm: 6.4037 2020-10-02 20:46:33,484 - mmaction - INFO - Epoch [59][1560/2825] lr: 7.500e-04, eta: 1 day, 9:56:09, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8227, loss_cls: 1.6350, loss: 1.6350, grad_norm: 6.2975 2020-10-02 20:46:53,209 - mmaction - INFO - Epoch [59][1580/2825] lr: 7.500e-04, eta: 1 day, 9:55:47, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8299, loss_cls: 1.6092, loss: 1.6092, grad_norm: 6.2590 2020-10-02 20:47:15,159 - mmaction - INFO - Epoch [59][1600/2825] lr: 7.500e-04, eta: 1 day, 9:55:27, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8281, loss_cls: 1.6186, loss: 1.6186, grad_norm: 6.3049 2020-10-02 20:47:34,782 - mmaction - INFO - Epoch [59][1620/2825] lr: 7.500e-04, eta: 1 day, 9:55:05, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8263, loss_cls: 1.6127, loss: 1.6127, grad_norm: 6.3059 2020-10-02 20:47:55,954 - mmaction - INFO - Epoch [59][1640/2825] lr: 7.500e-04, eta: 1 day, 9:54:45, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8281, loss_cls: 1.6326, loss: 1.6326, grad_norm: 6.3181 2020-10-02 20:48:16,490 - mmaction - INFO - Epoch [59][1660/2825] lr: 7.500e-04, eta: 1 day, 9:54:24, time: 1.027, data_time: 0.097, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8141, loss_cls: 1.6789, loss: 1.6789, grad_norm: 6.3860 2020-10-02 20:48:36,858 - mmaction - INFO - Epoch [59][1680/2825] lr: 7.500e-04, eta: 1 day, 9:54:02, time: 1.017, data_time: 0.251, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8279, loss_cls: 1.6145, loss: 1.6145, grad_norm: 6.3592 2020-10-02 20:48:57,622 - mmaction - INFO - Epoch [59][1700/2825] lr: 7.500e-04, eta: 1 day, 9:53:41, time: 1.040, data_time: 0.023, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8279, loss_cls: 1.6045, loss: 1.6045, grad_norm: 6.2409 2020-10-02 20:49:18,541 - mmaction - INFO - Epoch [59][1720/2825] lr: 7.500e-04, eta: 1 day, 9:53:21, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8323, loss_cls: 1.6030, loss: 1.6030, grad_norm: 6.3594 2020-10-02 20:49:40,038 - mmaction - INFO - Epoch [59][1740/2825] lr: 7.500e-04, eta: 1 day, 9:53:00, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8201, loss_cls: 1.6309, loss: 1.6309, grad_norm: 6.3779 2020-10-02 20:50:00,167 - mmaction - INFO - Epoch [59][1760/2825] lr: 7.500e-04, eta: 1 day, 9:52:39, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8367, loss_cls: 1.5795, loss: 1.5795, grad_norm: 6.4001 2020-10-02 20:50:21,099 - mmaction - INFO - Epoch [59][1780/2825] lr: 7.500e-04, eta: 1 day, 9:52:18, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8372, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.4003 2020-10-02 20:50:41,036 - mmaction - INFO - Epoch [59][1800/2825] lr: 7.500e-04, eta: 1 day, 9:51:56, time: 0.998, data_time: 0.004, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.6067, loss: 1.6067, grad_norm: 6.3378 2020-10-02 20:51:02,370 - mmaction - INFO - Epoch [59][1820/2825] lr: 7.500e-04, eta: 1 day, 9:51:36, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5980, loss: 1.5980, grad_norm: 6.3778 2020-10-02 20:51:23,355 - mmaction - INFO - Epoch [59][1840/2825] lr: 7.500e-04, eta: 1 day, 9:51:15, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8229, loss_cls: 1.6281, loss: 1.6281, grad_norm: 6.4259 2020-10-02 20:51:44,071 - mmaction - INFO - Epoch [59][1860/2825] lr: 7.500e-04, eta: 1 day, 9:50:54, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8250, loss_cls: 1.6010, loss: 1.6010, grad_norm: 6.2372 2020-10-02 20:52:03,680 - mmaction - INFO - Epoch [59][1880/2825] lr: 7.500e-04, eta: 1 day, 9:50:32, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5978, loss: 1.5978, grad_norm: 6.2701 2020-10-02 20:52:25,599 - mmaction - INFO - Epoch [59][1900/2825] lr: 7.500e-04, eta: 1 day, 9:50:12, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8370, loss_cls: 1.5723, loss: 1.5723, grad_norm: 6.2072 2020-10-02 20:52:46,379 - mmaction - INFO - Epoch [59][1920/2825] lr: 7.500e-04, eta: 1 day, 9:49:51, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8383, loss_cls: 1.5786, loss: 1.5786, grad_norm: 6.2237 2020-10-02 20:53:05,954 - mmaction - INFO - Epoch [59][1940/2825] lr: 7.500e-04, eta: 1 day, 9:49:30, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8362, loss_cls: 1.5547, loss: 1.5547, grad_norm: 6.2882 2020-10-02 20:53:26,755 - mmaction - INFO - Epoch [59][1960/2825] lr: 7.500e-04, eta: 1 day, 9:49:09, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8305, loss_cls: 1.5947, loss: 1.5947, grad_norm: 6.3753 2020-10-02 20:53:48,454 - mmaction - INFO - Epoch [59][1980/2825] lr: 7.500e-04, eta: 1 day, 9:48:48, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8245, loss_cls: 1.5870, loss: 1.5870, grad_norm: 6.3743 2020-10-02 20:54:09,187 - mmaction - INFO - Epoch [59][2000/2825] lr: 7.500e-04, eta: 1 day, 9:48:27, time: 1.036, data_time: 0.060, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8320, loss_cls: 1.5963, loss: 1.5963, grad_norm: 6.4050 2020-10-02 20:54:29,010 - mmaction - INFO - Epoch [59][2020/2825] lr: 7.500e-04, eta: 1 day, 9:48:06, time: 0.992, data_time: 0.364, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8310, loss_cls: 1.5844, loss: 1.5844, grad_norm: 6.2971 2020-10-02 20:54:49,712 - mmaction - INFO - Epoch [59][2040/2825] lr: 7.500e-04, eta: 1 day, 9:47:45, time: 1.035, data_time: 0.376, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5958, loss: 1.5958, grad_norm: 6.3231 2020-10-02 20:55:11,549 - mmaction - INFO - Epoch [59][2060/2825] lr: 7.500e-04, eta: 1 day, 9:47:25, time: 1.092, data_time: 0.469, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8271, loss_cls: 1.6314, loss: 1.6314, grad_norm: 6.3911 2020-10-02 20:55:30,590 - mmaction - INFO - Epoch [59][2080/2825] lr: 7.500e-04, eta: 1 day, 9:47:03, time: 0.951, data_time: 0.332, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8326, loss_cls: 1.6131, loss: 1.6131, grad_norm: 6.4768 2020-10-02 20:55:51,847 - mmaction - INFO - Epoch [59][2100/2825] lr: 7.500e-04, eta: 1 day, 9:46:42, time: 1.063, data_time: 0.440, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8216, loss_cls: 1.6260, loss: 1.6260, grad_norm: 6.4809 2020-10-02 20:56:12,273 - mmaction - INFO - Epoch [59][2120/2825] lr: 7.500e-04, eta: 1 day, 9:46:21, time: 1.021, data_time: 0.341, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8276, loss_cls: 1.6391, loss: 1.6391, grad_norm: 6.4028 2020-10-02 20:56:32,542 - mmaction - INFO - Epoch [59][2140/2825] lr: 7.500e-04, eta: 1 day, 9:45:59, time: 1.013, data_time: 0.118, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8385, loss_cls: 1.5245, loss: 1.5245, grad_norm: 6.1663 2020-10-02 20:56:53,717 - mmaction - INFO - Epoch [59][2160/2825] lr: 7.500e-04, eta: 1 day, 9:45:39, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.6004, loss: 1.6004, grad_norm: 6.2954 2020-10-02 20:57:14,677 - mmaction - INFO - Epoch [59][2180/2825] lr: 7.500e-04, eta: 1 day, 9:45:18, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6128, top5_acc: 0.8255, loss_cls: 1.6198, loss: 1.6198, grad_norm: 6.5087 2020-10-02 20:57:33,753 - mmaction - INFO - Epoch [59][2200/2825] lr: 7.500e-04, eta: 1 day, 9:44:56, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8331, loss_cls: 1.5767, loss: 1.5767, grad_norm: 6.2341 2020-10-02 20:57:54,657 - mmaction - INFO - Epoch [59][2220/2825] lr: 7.500e-04, eta: 1 day, 9:44:35, time: 1.046, data_time: 0.013, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8344, loss_cls: 1.5960, loss: 1.5960, grad_norm: 6.4228 2020-10-02 20:58:15,820 - mmaction - INFO - Epoch [59][2240/2825] lr: 7.500e-04, eta: 1 day, 9:44:14, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8258, loss_cls: 1.6097, loss: 1.6097, grad_norm: 6.4024 2020-10-02 20:58:36,187 - mmaction - INFO - Epoch [59][2260/2825] lr: 7.500e-04, eta: 1 day, 9:43:53, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8260, loss_cls: 1.5827, loss: 1.5827, grad_norm: 6.2430 2020-10-02 20:58:56,918 - mmaction - INFO - Epoch [59][2280/2825] lr: 7.500e-04, eta: 1 day, 9:43:32, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8490, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.3708 2020-10-02 20:59:18,735 - mmaction - INFO - Epoch [59][2300/2825] lr: 7.500e-04, eta: 1 day, 9:43:12, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8289, loss_cls: 1.6135, loss: 1.6135, grad_norm: 6.3170 2020-10-02 20:59:38,864 - mmaction - INFO - Epoch [59][2320/2825] lr: 7.500e-04, eta: 1 day, 9:42:51, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8276, loss_cls: 1.6036, loss: 1.6036, grad_norm: 6.3561 2020-10-02 20:59:59,608 - mmaction - INFO - Epoch [59][2340/2825] lr: 7.500e-04, eta: 1 day, 9:42:30, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8297, loss_cls: 1.5661, loss: 1.5661, grad_norm: 6.2497 2020-10-02 21:00:21,687 - mmaction - INFO - Epoch [59][2360/2825] lr: 7.500e-04, eta: 1 day, 9:42:10, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8359, loss_cls: 1.5937, loss: 1.5937, grad_norm: 6.4347 2020-10-02 21:00:43,062 - mmaction - INFO - Epoch [59][2380/2825] lr: 7.500e-04, eta: 1 day, 9:41:49, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8286, loss_cls: 1.5915, loss: 1.5915, grad_norm: 6.3196 2020-10-02 21:01:03,004 - mmaction - INFO - Epoch [59][2400/2825] lr: 7.500e-04, eta: 1 day, 9:41:28, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8375, loss_cls: 1.5808, loss: 1.5808, grad_norm: 6.2535 2020-10-02 21:01:24,120 - mmaction - INFO - Epoch [59][2420/2825] lr: 7.500e-04, eta: 1 day, 9:41:07, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8260, loss_cls: 1.6464, loss: 1.6464, grad_norm: 6.4833 2020-10-02 21:01:44,988 - mmaction - INFO - Epoch [59][2440/2825] lr: 7.500e-04, eta: 1 day, 9:40:46, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8437, loss_cls: 1.5381, loss: 1.5381, grad_norm: 6.2883 2020-10-02 21:02:05,391 - mmaction - INFO - Epoch [59][2460/2825] lr: 7.500e-04, eta: 1 day, 9:40:25, time: 1.021, data_time: 0.061, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8302, loss_cls: 1.5969, loss: 1.5969, grad_norm: 6.3779 2020-10-02 21:02:26,892 - mmaction - INFO - Epoch [59][2480/2825] lr: 7.500e-04, eta: 1 day, 9:40:04, time: 1.074, data_time: 0.175, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8315, loss_cls: 1.5787, loss: 1.5787, grad_norm: 6.3013 2020-10-02 21:02:47,251 - mmaction - INFO - Epoch [59][2500/2825] lr: 7.500e-04, eta: 1 day, 9:39:43, time: 1.018, data_time: 0.128, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8344, loss_cls: 1.5817, loss: 1.5817, grad_norm: 6.3407 2020-10-02 21:03:08,240 - mmaction - INFO - Epoch [59][2520/2825] lr: 7.500e-04, eta: 1 day, 9:39:22, time: 1.050, data_time: 0.135, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8331, loss_cls: 1.5734, loss: 1.5734, grad_norm: 6.2989 2020-10-02 21:03:28,184 - mmaction - INFO - Epoch [59][2540/2825] lr: 7.500e-04, eta: 1 day, 9:39:01, time: 0.996, data_time: 0.078, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8336, loss_cls: 1.5990, loss: 1.5990, grad_norm: 6.3498 2020-10-02 21:03:49,355 - mmaction - INFO - Epoch [59][2560/2825] lr: 7.500e-04, eta: 1 day, 9:38:40, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8383, loss_cls: 1.5477, loss: 1.5477, grad_norm: 6.3365 2020-10-02 21:04:10,866 - mmaction - INFO - Epoch [59][2580/2825] lr: 7.500e-04, eta: 1 day, 9:38:20, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8279, loss_cls: 1.6083, loss: 1.6083, grad_norm: 6.3646 2020-10-02 21:04:31,679 - mmaction - INFO - Epoch [59][2600/2825] lr: 7.500e-04, eta: 1 day, 9:37:59, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8271, loss_cls: 1.6049, loss: 1.6049, grad_norm: 6.4413 2020-10-02 21:04:51,323 - mmaction - INFO - Epoch [59][2620/2825] lr: 7.500e-04, eta: 1 day, 9:37:37, time: 0.981, data_time: 0.035, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8341, loss_cls: 1.5817, loss: 1.5817, grad_norm: 6.3463 2020-10-02 21:05:12,372 - mmaction - INFO - Epoch [59][2640/2825] lr: 7.500e-04, eta: 1 day, 9:37:17, time: 1.054, data_time: 0.034, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.4179 2020-10-02 21:05:32,585 - mmaction - INFO - Epoch [59][2660/2825] lr: 7.500e-04, eta: 1 day, 9:36:55, time: 1.010, data_time: 0.191, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8271, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.2773 2020-10-02 21:05:52,554 - mmaction - INFO - Epoch [59][2680/2825] lr: 7.500e-04, eta: 1 day, 9:36:34, time: 0.999, data_time: 0.302, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8247, loss_cls: 1.5941, loss: 1.5941, grad_norm: 6.3295 2020-10-02 21:06:13,250 - mmaction - INFO - Epoch [59][2700/2825] lr: 7.500e-04, eta: 1 day, 9:36:13, time: 1.034, data_time: 0.263, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5664, loss: 1.5664, grad_norm: 6.3197 2020-10-02 21:06:35,087 - mmaction - INFO - Epoch [59][2720/2825] lr: 7.500e-04, eta: 1 day, 9:35:52, time: 1.092, data_time: 0.048, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8255, loss_cls: 1.6146, loss: 1.6146, grad_norm: 6.3464 2020-10-02 21:06:54,898 - mmaction - INFO - Epoch [59][2740/2825] lr: 7.500e-04, eta: 1 day, 9:35:31, time: 0.991, data_time: 0.031, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8284, loss_cls: 1.6126, loss: 1.6126, grad_norm: 6.3319 2020-10-02 21:07:16,016 - mmaction - INFO - Epoch [59][2760/2825] lr: 7.500e-04, eta: 1 day, 9:35:10, time: 1.055, data_time: 0.045, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8307, loss_cls: 1.5967, loss: 1.5967, grad_norm: 6.3654 2020-10-02 21:07:36,052 - mmaction - INFO - Epoch [59][2780/2825] lr: 7.500e-04, eta: 1 day, 9:34:49, time: 1.001, data_time: 0.117, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8297, loss_cls: 1.6027, loss: 1.6027, grad_norm: 6.3615 2020-10-02 21:07:56,875 - mmaction - INFO - Epoch [59][2800/2825] lr: 7.500e-04, eta: 1 day, 9:34:28, time: 1.042, data_time: 0.366, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8346, loss_cls: 1.5671, loss: 1.5671, grad_norm: 6.3323 2020-10-02 21:08:17,462 - mmaction - INFO - Epoch [59][2820/2825] lr: 7.500e-04, eta: 1 day, 9:34:07, time: 1.030, data_time: 0.403, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8336, loss_cls: 1.5749, loss: 1.5749, grad_norm: 6.2998 2020-10-02 21:08:23,963 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-10-02 21:09:11,947 - mmaction - INFO - Epoch [60][20/2825] lr: 7.500e-04, eta: 1 day, 9:33:55, time: 2.323, data_time: 1.223, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8396, loss_cls: 1.5615, loss: 1.5615, grad_norm: 6.2787 2020-10-02 21:09:34,587 - mmaction - INFO - Epoch [60][40/2825] lr: 7.500e-04, eta: 1 day, 9:33:35, time: 1.132, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8375, loss_cls: 1.5833, loss: 1.5833, grad_norm: 6.2361 2020-10-02 21:09:53,262 - mmaction - INFO - Epoch [60][60/2825] lr: 7.500e-04, eta: 1 day, 9:33:13, time: 0.934, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8292, loss_cls: 1.6016, loss: 1.6016, grad_norm: 6.3208 2020-10-02 21:10:15,767 - mmaction - INFO - Epoch [60][80/2825] lr: 7.500e-04, eta: 1 day, 9:32:53, time: 1.125, data_time: 0.009, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8312, loss_cls: 1.5679, loss: 1.5679, grad_norm: 6.3138 2020-10-02 21:10:36,392 - mmaction - INFO - Epoch [60][100/2825] lr: 7.500e-04, eta: 1 day, 9:32:32, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8417, loss_cls: 1.5368, loss: 1.5368, grad_norm: 6.1955 2020-10-02 21:10:56,630 - mmaction - INFO - Epoch [60][120/2825] lr: 7.500e-04, eta: 1 day, 9:32:11, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8409, loss_cls: 1.5206, loss: 1.5206, grad_norm: 6.2621 2020-10-02 21:11:17,359 - mmaction - INFO - Epoch [60][140/2825] lr: 7.500e-04, eta: 1 day, 9:31:50, time: 1.036, data_time: 0.006, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5546, loss: 1.5546, grad_norm: 6.3375 2020-10-02 21:11:38,640 - mmaction - INFO - Epoch [60][160/2825] lr: 7.500e-04, eta: 1 day, 9:31:29, time: 1.064, data_time: 0.069, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8297, loss_cls: 1.6137, loss: 1.6137, grad_norm: 6.4299 2020-10-02 21:11:59,233 - mmaction - INFO - Epoch [60][180/2825] lr: 7.500e-04, eta: 1 day, 9:31:08, time: 1.030, data_time: 0.027, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8286, loss_cls: 1.6265, loss: 1.6265, grad_norm: 6.4521 2020-10-02 21:12:19,488 - mmaction - INFO - Epoch [60][200/2825] lr: 7.500e-04, eta: 1 day, 9:30:47, time: 1.012, data_time: 0.022, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8211, loss_cls: 1.6193, loss: 1.6193, grad_norm: 6.4704 2020-10-02 21:12:41,262 - mmaction - INFO - Epoch [60][220/2825] lr: 7.500e-04, eta: 1 day, 9:30:27, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8292, loss_cls: 1.6077, loss: 1.6077, grad_norm: 6.3573 2020-10-02 21:13:01,452 - mmaction - INFO - Epoch [60][240/2825] lr: 7.500e-04, eta: 1 day, 9:30:05, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8359, loss_cls: 1.5624, loss: 1.5624, grad_norm: 6.3348 2020-10-02 21:13:22,134 - mmaction - INFO - Epoch [60][260/2825] lr: 7.500e-04, eta: 1 day, 9:29:44, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8383, loss_cls: 1.5607, loss: 1.5607, grad_norm: 6.2837 2020-10-02 21:13:43,743 - mmaction - INFO - Epoch [60][280/2825] lr: 7.500e-04, eta: 1 day, 9:29:24, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8346, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.2801 2020-10-02 21:14:03,446 - mmaction - INFO - Epoch [60][300/2825] lr: 7.500e-04, eta: 1 day, 9:29:02, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8359, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.4060 2020-10-02 21:14:24,262 - mmaction - INFO - Epoch [60][320/2825] lr: 7.500e-04, eta: 1 day, 9:28:41, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8339, loss_cls: 1.5703, loss: 1.5703, grad_norm: 6.3896 2020-10-02 21:14:46,250 - mmaction - INFO - Epoch [60][340/2825] lr: 7.500e-04, eta: 1 day, 9:28:21, time: 1.098, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8333, loss_cls: 1.5523, loss: 1.5523, grad_norm: 6.3293 2020-10-02 21:15:06,763 - mmaction - INFO - Epoch [60][360/2825] lr: 7.500e-04, eta: 1 day, 9:28:00, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8315, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.3018 2020-10-02 21:15:27,611 - mmaction - INFO - Epoch [60][380/2825] lr: 7.500e-04, eta: 1 day, 9:27:39, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8312, loss_cls: 1.5638, loss: 1.5638, grad_norm: 6.2905 2020-10-02 21:15:47,790 - mmaction - INFO - Epoch [60][400/2825] lr: 7.500e-04, eta: 1 day, 9:27:18, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8414, loss_cls: 1.5146, loss: 1.5146, grad_norm: 6.2471 2020-10-02 21:16:08,032 - mmaction - INFO - Epoch [60][420/2825] lr: 7.500e-04, eta: 1 day, 9:26:57, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8380, loss_cls: 1.5631, loss: 1.5631, grad_norm: 6.4067 2020-10-02 21:16:29,208 - mmaction - INFO - Epoch [60][440/2825] lr: 7.500e-04, eta: 1 day, 9:26:36, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8336, loss_cls: 1.5338, loss: 1.5338, grad_norm: 6.2991 2020-10-02 21:16:50,554 - mmaction - INFO - Epoch [60][460/2825] lr: 7.500e-04, eta: 1 day, 9:26:15, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8258, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.2460 2020-10-02 21:17:11,168 - mmaction - INFO - Epoch [60][480/2825] lr: 7.500e-04, eta: 1 day, 9:25:54, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8333, loss_cls: 1.6249, loss: 1.6249, grad_norm: 6.4645 2020-10-02 21:17:32,539 - mmaction - INFO - Epoch [60][500/2825] lr: 7.500e-04, eta: 1 day, 9:25:34, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8299, loss_cls: 1.6108, loss: 1.6108, grad_norm: 6.4576 2020-10-02 21:17:53,322 - mmaction - INFO - Epoch [60][520/2825] lr: 7.500e-04, eta: 1 day, 9:25:13, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8326, loss_cls: 1.5969, loss: 1.5969, grad_norm: 6.3738 2020-10-02 21:18:13,747 - mmaction - INFO - Epoch [60][540/2825] lr: 7.500e-04, eta: 1 day, 9:24:52, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8357, loss_cls: 1.5445, loss: 1.5445, grad_norm: 6.1848 2020-10-02 21:18:34,233 - mmaction - INFO - Epoch [60][560/2825] lr: 7.500e-04, eta: 1 day, 9:24:31, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8378, loss_cls: 1.5208, loss: 1.5208, grad_norm: 6.2869 2020-10-02 21:18:54,932 - mmaction - INFO - Epoch [60][580/2825] lr: 7.500e-04, eta: 1 day, 9:24:10, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5965, loss: 1.5965, grad_norm: 6.3506 2020-10-02 21:19:16,134 - mmaction - INFO - Epoch [60][600/2825] lr: 7.500e-04, eta: 1 day, 9:23:49, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8437, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.2643 2020-10-02 21:19:36,657 - mmaction - INFO - Epoch [60][620/2825] lr: 7.500e-04, eta: 1 day, 9:23:28, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.2786 2020-10-02 21:19:57,286 - mmaction - INFO - Epoch [60][640/2825] lr: 7.500e-04, eta: 1 day, 9:23:07, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8266, loss_cls: 1.5708, loss: 1.5708, grad_norm: 6.2976 2020-10-02 21:20:18,917 - mmaction - INFO - Epoch [60][660/2825] lr: 7.500e-04, eta: 1 day, 9:22:46, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.5668, loss: 1.5668, grad_norm: 6.3331 2020-10-02 21:20:39,519 - mmaction - INFO - Epoch [60][680/2825] lr: 7.500e-04, eta: 1 day, 9:22:25, time: 1.031, data_time: 0.116, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8279, loss_cls: 1.5850, loss: 1.5850, grad_norm: 6.3729 2020-10-02 21:20:59,831 - mmaction - INFO - Epoch [60][700/2825] lr: 7.500e-04, eta: 1 day, 9:22:04, time: 1.016, data_time: 0.301, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8253, loss_cls: 1.6040, loss: 1.6040, grad_norm: 6.3543 2020-10-02 21:21:19,994 - mmaction - INFO - Epoch [60][720/2825] lr: 7.500e-04, eta: 1 day, 9:21:43, time: 1.008, data_time: 0.165, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.4062 2020-10-02 21:21:41,421 - mmaction - INFO - Epoch [60][740/2825] lr: 7.500e-04, eta: 1 day, 9:21:22, time: 1.071, data_time: 0.014, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8409, loss_cls: 1.5389, loss: 1.5389, grad_norm: 6.3640 2020-10-02 21:22:01,626 - mmaction - INFO - Epoch [60][760/2825] lr: 7.500e-04, eta: 1 day, 9:21:01, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8312, loss_cls: 1.5993, loss: 1.5993, grad_norm: 6.4101 2020-10-02 21:22:21,573 - mmaction - INFO - Epoch [60][780/2825] lr: 7.500e-04, eta: 1 day, 9:20:40, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5946, loss: 1.5946, grad_norm: 6.2073 2020-10-02 21:22:42,987 - mmaction - INFO - Epoch [60][800/2825] lr: 7.500e-04, eta: 1 day, 9:20:19, time: 1.070, data_time: 0.018, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8255, loss_cls: 1.6339, loss: 1.6339, grad_norm: 6.3468 2020-10-02 21:23:03,677 - mmaction - INFO - Epoch [60][820/2825] lr: 7.500e-04, eta: 1 day, 9:19:58, time: 1.035, data_time: 0.066, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8354, loss_cls: 1.5594, loss: 1.5594, grad_norm: 6.2884 2020-10-02 21:23:25,130 - mmaction - INFO - Epoch [60][840/2825] lr: 7.500e-04, eta: 1 day, 9:19:38, time: 1.072, data_time: 0.049, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8292, loss_cls: 1.5718, loss: 1.5718, grad_norm: 6.3009 2020-10-02 21:23:46,457 - mmaction - INFO - Epoch [60][860/2825] lr: 7.500e-04, eta: 1 day, 9:19:17, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8323, loss_cls: 1.5678, loss: 1.5678, grad_norm: 6.2476 2020-10-02 21:24:06,146 - mmaction - INFO - Epoch [60][880/2825] lr: 7.500e-04, eta: 1 day, 9:18:55, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8286, loss_cls: 1.5638, loss: 1.5638, grad_norm: 6.3961 2020-10-02 21:24:26,477 - mmaction - INFO - Epoch [60][900/2825] lr: 7.500e-04, eta: 1 day, 9:18:34, time: 1.017, data_time: 0.004, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8302, loss_cls: 1.5777, loss: 1.5777, grad_norm: 6.3706 2020-10-02 21:24:46,884 - mmaction - INFO - Epoch [60][920/2825] lr: 7.500e-04, eta: 1 day, 9:18:13, time: 1.020, data_time: 0.004, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8307, loss_cls: 1.5741, loss: 1.5741, grad_norm: 6.3126 2020-10-02 21:25:09,092 - mmaction - INFO - Epoch [60][940/2825] lr: 7.500e-04, eta: 1 day, 9:17:53, time: 1.111, data_time: 0.299, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8326, loss_cls: 1.5996, loss: 1.5996, grad_norm: 6.3311 2020-10-02 21:25:28,655 - mmaction - INFO - Epoch [60][960/2825] lr: 7.500e-04, eta: 1 day, 9:17:31, time: 0.976, data_time: 0.335, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8344, loss_cls: 1.5551, loss: 1.5551, grad_norm: 6.3942 2020-10-02 21:25:50,303 - mmaction - INFO - Epoch [60][980/2825] lr: 7.500e-04, eta: 1 day, 9:17:11, time: 1.083, data_time: 0.437, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8349, loss_cls: 1.5376, loss: 1.5376, grad_norm: 6.3149 2020-10-02 21:26:11,705 - mmaction - INFO - Epoch [60][1000/2825] lr: 7.500e-04, eta: 1 day, 9:16:50, time: 1.071, data_time: 0.453, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8263, loss_cls: 1.5922, loss: 1.5922, grad_norm: 6.3142 2020-10-02 21:26:31,651 - mmaction - INFO - Epoch [60][1020/2825] lr: 7.500e-04, eta: 1 day, 9:16:29, time: 0.997, data_time: 0.382, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8286, loss_cls: 1.6332, loss: 1.6332, grad_norm: 6.5558 2020-10-02 21:26:51,804 - mmaction - INFO - Epoch [60][1040/2825] lr: 7.500e-04, eta: 1 day, 9:16:08, time: 1.007, data_time: 0.212, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8286, loss_cls: 1.6108, loss: 1.6108, grad_norm: 6.5412 2020-10-02 21:27:12,910 - mmaction - INFO - Epoch [60][1060/2825] lr: 7.500e-04, eta: 1 day, 9:15:47, time: 1.055, data_time: 0.018, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8354, loss_cls: 1.5729, loss: 1.5729, grad_norm: 6.2144 2020-10-02 21:27:33,116 - mmaction - INFO - Epoch [60][1080/2825] lr: 7.500e-04, eta: 1 day, 9:15:25, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8279, loss_cls: 1.5814, loss: 1.5814, grad_norm: 6.3478 2020-10-02 21:27:53,931 - mmaction - INFO - Epoch [60][1100/2825] lr: 7.500e-04, eta: 1 day, 9:15:05, time: 1.041, data_time: 0.100, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8326, loss_cls: 1.5725, loss: 1.5725, grad_norm: 6.2796 2020-10-02 21:28:14,916 - mmaction - INFO - Epoch [60][1120/2825] lr: 7.500e-04, eta: 1 day, 9:14:44, time: 1.049, data_time: 0.190, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8362, loss_cls: 1.5547, loss: 1.5547, grad_norm: 6.2994 2020-10-02 21:28:36,083 - mmaction - INFO - Epoch [60][1140/2825] lr: 7.500e-04, eta: 1 day, 9:14:23, time: 1.058, data_time: 0.430, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8273, loss_cls: 1.5903, loss: 1.5903, grad_norm: 6.2601 2020-10-02 21:28:56,707 - mmaction - INFO - Epoch [60][1160/2825] lr: 7.500e-04, eta: 1 day, 9:14:02, time: 1.031, data_time: 0.067, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8341, loss_cls: 1.5781, loss: 1.5781, grad_norm: 6.3718 2020-10-02 21:29:17,844 - mmaction - INFO - Epoch [60][1180/2825] lr: 7.500e-04, eta: 1 day, 9:13:41, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8307, loss_cls: 1.6001, loss: 1.6001, grad_norm: 6.5108 2020-10-02 21:29:38,167 - mmaction - INFO - Epoch [60][1200/2825] lr: 7.500e-04, eta: 1 day, 9:13:20, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8266, loss_cls: 1.5958, loss: 1.5958, grad_norm: 6.4153 2020-10-02 21:29:58,367 - mmaction - INFO - Epoch [60][1220/2825] lr: 7.500e-04, eta: 1 day, 9:12:59, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8250, loss_cls: 1.6050, loss: 1.6050, grad_norm: 6.2849 2020-10-02 21:30:20,445 - mmaction - INFO - Epoch [60][1240/2825] lr: 7.500e-04, eta: 1 day, 9:12:39, time: 1.105, data_time: 0.003, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8391, loss_cls: 1.5706, loss: 1.5706, grad_norm: 6.3036 2020-10-02 21:30:41,305 - mmaction - INFO - Epoch [60][1260/2825] lr: 7.500e-04, eta: 1 day, 9:12:18, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8318, loss_cls: 1.5694, loss: 1.5694, grad_norm: 6.3504 2020-10-02 21:31:01,460 - mmaction - INFO - Epoch [60][1280/2825] lr: 7.500e-04, eta: 1 day, 9:11:57, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8266, loss_cls: 1.5996, loss: 1.5996, grad_norm: 6.3182 2020-10-02 21:31:23,295 - mmaction - INFO - Epoch [60][1300/2825] lr: 7.500e-04, eta: 1 day, 9:11:36, time: 1.091, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.6376, loss: 1.6376, grad_norm: 6.4934 2020-10-02 21:31:43,926 - mmaction - INFO - Epoch [60][1320/2825] lr: 7.500e-04, eta: 1 day, 9:11:15, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8297, loss_cls: 1.6122, loss: 1.6122, grad_norm: 6.5026 2020-10-02 21:32:04,302 - mmaction - INFO - Epoch [60][1340/2825] lr: 7.500e-04, eta: 1 day, 9:10:54, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8305, loss_cls: 1.5827, loss: 1.5827, grad_norm: 6.4892 2020-10-02 21:32:25,858 - mmaction - INFO - Epoch [60][1360/2825] lr: 7.500e-04, eta: 1 day, 9:10:34, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8430, loss_cls: 1.5483, loss: 1.5483, grad_norm: 6.2674 2020-10-02 21:32:46,057 - mmaction - INFO - Epoch [60][1380/2825] lr: 7.500e-04, eta: 1 day, 9:10:12, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8435, loss_cls: 1.5330, loss: 1.5330, grad_norm: 6.3060 2020-10-02 21:33:06,174 - mmaction - INFO - Epoch [60][1400/2825] lr: 7.500e-04, eta: 1 day, 9:09:51, time: 1.005, data_time: 0.133, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8310, loss_cls: 1.5689, loss: 1.5689, grad_norm: 6.2655 2020-10-02 21:33:27,810 - mmaction - INFO - Epoch [60][1420/2825] lr: 7.500e-04, eta: 1 day, 9:09:31, time: 1.083, data_time: 0.438, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8362, loss_cls: 1.5725, loss: 1.5725, grad_norm: 6.4500 2020-10-02 21:33:47,318 - mmaction - INFO - Epoch [60][1440/2825] lr: 7.500e-04, eta: 1 day, 9:09:09, time: 0.975, data_time: 0.365, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8216, loss_cls: 1.6428, loss: 1.6428, grad_norm: 6.4699 2020-10-02 21:34:08,052 - mmaction - INFO - Epoch [60][1460/2825] lr: 7.500e-04, eta: 1 day, 9:08:48, time: 1.037, data_time: 0.335, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.6239, loss: 1.6239, grad_norm: 6.4635 2020-10-02 21:34:28,988 - mmaction - INFO - Epoch [60][1480/2825] lr: 7.500e-04, eta: 1 day, 9:08:27, time: 1.047, data_time: 0.015, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8302, loss_cls: 1.6014, loss: 1.6014, grad_norm: 6.4637 2020-10-02 21:34:50,021 - mmaction - INFO - Epoch [60][1500/2825] lr: 7.500e-04, eta: 1 day, 9:08:06, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8404, loss_cls: 1.5439, loss: 1.5439, grad_norm: 6.3230 2020-10-02 21:35:09,622 - mmaction - INFO - Epoch [60][1520/2825] lr: 7.500e-04, eta: 1 day, 9:07:45, time: 0.980, data_time: 0.020, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8279, loss_cls: 1.6229, loss: 1.6229, grad_norm: 6.4566 2020-10-02 21:35:30,733 - mmaction - INFO - Epoch [60][1540/2825] lr: 7.500e-04, eta: 1 day, 9:07:24, time: 1.056, data_time: 0.031, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8302, loss_cls: 1.6067, loss: 1.6067, grad_norm: 6.4998 2020-10-02 21:35:52,242 - mmaction - INFO - Epoch [60][1560/2825] lr: 7.500e-04, eta: 1 day, 9:07:03, time: 1.075, data_time: 0.062, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8237, loss_cls: 1.6151, loss: 1.6151, grad_norm: 6.4413 2020-10-02 21:36:12,347 - mmaction - INFO - Epoch [60][1580/2825] lr: 7.500e-04, eta: 1 day, 9:06:42, time: 1.006, data_time: 0.020, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8318, loss_cls: 1.6064, loss: 1.6064, grad_norm: 6.5610 2020-10-02 21:36:33,843 - mmaction - INFO - Epoch [60][1600/2825] lr: 7.500e-04, eta: 1 day, 9:06:22, time: 1.074, data_time: 0.059, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8240, loss_cls: 1.6431, loss: 1.6431, grad_norm: 6.3194 2020-10-02 21:36:54,615 - mmaction - INFO - Epoch [60][1620/2825] lr: 7.500e-04, eta: 1 day, 9:06:01, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8411, loss_cls: 1.5726, loss: 1.5726, grad_norm: 6.3874 2020-10-02 21:37:15,301 - mmaction - INFO - Epoch [60][1640/2825] lr: 7.500e-04, eta: 1 day, 9:05:40, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5918, loss: 1.5918, grad_norm: 6.3404 2020-10-02 21:37:35,586 - mmaction - INFO - Epoch [60][1660/2825] lr: 7.500e-04, eta: 1 day, 9:05:18, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8279, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.3885 2020-10-02 21:37:57,251 - mmaction - INFO - Epoch [60][1680/2825] lr: 7.500e-04, eta: 1 day, 9:04:58, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8284, loss_cls: 1.6301, loss: 1.6301, grad_norm: 6.4134 2020-10-02 21:38:18,027 - mmaction - INFO - Epoch [60][1700/2825] lr: 7.500e-04, eta: 1 day, 9:04:37, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8313, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.4249 2020-10-02 21:38:38,223 - mmaction - INFO - Epoch [60][1720/2825] lr: 7.500e-04, eta: 1 day, 9:04:16, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8406, loss_cls: 1.5634, loss: 1.5634, grad_norm: 6.3725 2020-10-02 21:39:00,235 - mmaction - INFO - Epoch [60][1740/2825] lr: 7.500e-04, eta: 1 day, 9:03:56, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8393, loss_cls: 1.5366, loss: 1.5366, grad_norm: 6.2674 2020-10-02 21:39:20,702 - mmaction - INFO - Epoch [60][1760/2825] lr: 7.500e-04, eta: 1 day, 9:03:35, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8362, loss_cls: 1.6001, loss: 1.6001, grad_norm: 6.4696 2020-10-02 21:39:41,193 - mmaction - INFO - Epoch [60][1780/2825] lr: 7.500e-04, eta: 1 day, 9:03:14, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8271, loss_cls: 1.6036, loss: 1.6036, grad_norm: 6.5036 2020-10-02 21:40:03,037 - mmaction - INFO - Epoch [60][1800/2825] lr: 7.500e-04, eta: 1 day, 9:02:53, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8339, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.3129 2020-10-02 21:40:22,247 - mmaction - INFO - Epoch [60][1820/2825] lr: 7.500e-04, eta: 1 day, 9:02:31, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8307, loss_cls: 1.6334, loss: 1.6334, grad_norm: 6.4171 2020-10-02 21:40:43,050 - mmaction - INFO - Epoch [60][1840/2825] lr: 7.500e-04, eta: 1 day, 9:02:10, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8372, loss_cls: 1.5552, loss: 1.5552, grad_norm: 6.3468 2020-10-02 21:41:03,729 - mmaction - INFO - Epoch [60][1860/2825] lr: 7.500e-04, eta: 1 day, 9:01:49, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8318, loss_cls: 1.5936, loss: 1.5936, grad_norm: 6.4971 2020-10-02 21:41:24,442 - mmaction - INFO - Epoch [60][1880/2825] lr: 7.500e-04, eta: 1 day, 9:01:28, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8380, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.3938 2020-10-02 21:41:45,529 - mmaction - INFO - Epoch [60][1900/2825] lr: 7.500e-04, eta: 1 day, 9:01:08, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8344, loss_cls: 1.5745, loss: 1.5745, grad_norm: 6.4085 2020-10-02 21:42:05,564 - mmaction - INFO - Epoch [60][1920/2825] lr: 7.500e-04, eta: 1 day, 9:00:46, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8339, loss_cls: 1.5719, loss: 1.5719, grad_norm: 6.4312 2020-10-02 21:42:26,168 - mmaction - INFO - Epoch [60][1940/2825] lr: 7.500e-04, eta: 1 day, 9:00:25, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8271, loss_cls: 1.5889, loss: 1.5889, grad_norm: 6.4233 2020-10-02 21:42:48,030 - mmaction - INFO - Epoch [60][1960/2825] lr: 7.500e-04, eta: 1 day, 9:00:05, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8391, loss_cls: 1.5760, loss: 1.5760, grad_norm: 6.4211 2020-10-02 21:43:07,287 - mmaction - INFO - Epoch [60][1980/2825] lr: 7.500e-04, eta: 1 day, 8:59:43, time: 0.963, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8326, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.4174 2020-10-02 21:43:28,280 - mmaction - INFO - Epoch [60][2000/2825] lr: 7.500e-04, eta: 1 day, 8:59:22, time: 1.050, data_time: 0.008, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8349, loss_cls: 1.5629, loss: 1.5629, grad_norm: 6.3359 2020-10-02 21:43:49,056 - mmaction - INFO - Epoch [60][2020/2825] lr: 7.500e-04, eta: 1 day, 8:59:01, time: 1.039, data_time: 0.015, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8313, loss_cls: 1.5940, loss: 1.5940, grad_norm: 6.3335 2020-10-02 21:44:09,689 - mmaction - INFO - Epoch [60][2040/2825] lr: 7.500e-04, eta: 1 day, 8:58:40, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8273, loss_cls: 1.6044, loss: 1.6044, grad_norm: 6.4060 2020-10-02 21:44:30,207 - mmaction - INFO - Epoch [60][2060/2825] lr: 7.500e-04, eta: 1 day, 8:58:19, time: 1.026, data_time: 0.013, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8339, loss_cls: 1.6062, loss: 1.6062, grad_norm: 6.4504 2020-10-02 21:44:50,290 - mmaction - INFO - Epoch [60][2080/2825] lr: 7.500e-04, eta: 1 day, 8:57:58, time: 1.004, data_time: 0.236, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8326, loss_cls: 1.5859, loss: 1.5859, grad_norm: 6.3755 2020-10-02 21:45:10,798 - mmaction - INFO - Epoch [60][2100/2825] lr: 7.500e-04, eta: 1 day, 8:57:37, time: 1.025, data_time: 0.025, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8279, loss_cls: 1.5773, loss: 1.5773, grad_norm: 6.3307 2020-10-02 21:45:31,471 - mmaction - INFO - Epoch [60][2120/2825] lr: 7.500e-04, eta: 1 day, 8:57:16, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8307, loss_cls: 1.5872, loss: 1.5872, grad_norm: 6.4774 2020-10-02 21:45:52,712 - mmaction - INFO - Epoch [60][2140/2825] lr: 7.500e-04, eta: 1 day, 8:56:55, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8365, loss_cls: 1.5746, loss: 1.5746, grad_norm: 6.3261 2020-10-02 21:46:13,629 - mmaction - INFO - Epoch [60][2160/2825] lr: 7.500e-04, eta: 1 day, 8:56:34, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8302, loss_cls: 1.6086, loss: 1.6086, grad_norm: 6.4822 2020-10-02 21:46:34,093 - mmaction - INFO - Epoch [60][2180/2825] lr: 7.500e-04, eta: 1 day, 8:56:13, time: 1.024, data_time: 0.143, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8365, loss_cls: 1.5869, loss: 1.5869, grad_norm: 6.3616 2020-10-02 21:46:54,210 - mmaction - INFO - Epoch [60][2200/2825] lr: 7.500e-04, eta: 1 day, 8:55:52, time: 1.005, data_time: 0.212, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8260, loss_cls: 1.5983, loss: 1.5983, grad_norm: 6.3487 2020-10-02 21:47:14,602 - mmaction - INFO - Epoch [60][2220/2825] lr: 7.500e-04, eta: 1 day, 8:55:31, time: 1.019, data_time: 0.033, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8378, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.3696 2020-10-02 21:47:36,509 - mmaction - INFO - Epoch [60][2240/2825] lr: 7.500e-04, eta: 1 day, 8:55:10, time: 1.096, data_time: 0.106, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8268, loss_cls: 1.6121, loss: 1.6121, grad_norm: 6.5043 2020-10-02 21:47:56,088 - mmaction - INFO - Epoch [60][2260/2825] lr: 7.500e-04, eta: 1 day, 8:54:49, time: 0.979, data_time: 0.046, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8216, loss_cls: 1.5979, loss: 1.5979, grad_norm: 6.4692 2020-10-02 21:48:16,949 - mmaction - INFO - Epoch [60][2280/2825] lr: 7.500e-04, eta: 1 day, 8:54:28, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8281, loss_cls: 1.6045, loss: 1.6045, grad_norm: 6.4046 2020-10-02 21:48:37,297 - mmaction - INFO - Epoch [60][2300/2825] lr: 7.500e-04, eta: 1 day, 8:54:07, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8307, loss_cls: 1.5902, loss: 1.5902, grad_norm: 6.4709 2020-10-02 21:48:58,721 - mmaction - INFO - Epoch [60][2320/2825] lr: 7.500e-04, eta: 1 day, 8:53:46, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8302, loss_cls: 1.6230, loss: 1.6230, grad_norm: 6.5004 2020-10-02 21:49:18,444 - mmaction - INFO - Epoch [60][2340/2825] lr: 7.500e-04, eta: 1 day, 8:53:24, time: 0.987, data_time: 0.007, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8232, loss_cls: 1.6369, loss: 1.6369, grad_norm: 6.4576 2020-10-02 21:49:39,612 - mmaction - INFO - Epoch [60][2360/2825] lr: 7.500e-04, eta: 1 day, 8:53:04, time: 1.057, data_time: 0.013, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8393, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.3141 2020-10-02 21:50:00,533 - mmaction - INFO - Epoch [60][2380/2825] lr: 7.500e-04, eta: 1 day, 8:52:43, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8365, loss_cls: 1.5704, loss: 1.5704, grad_norm: 6.4015 2020-10-02 21:50:21,955 - mmaction - INFO - Epoch [60][2400/2825] lr: 7.500e-04, eta: 1 day, 8:52:23, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8297, loss_cls: 1.6078, loss: 1.6078, grad_norm: 6.5259 2020-10-02 21:50:42,316 - mmaction - INFO - Epoch [60][2420/2825] lr: 7.500e-04, eta: 1 day, 8:52:01, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8307, loss_cls: 1.5963, loss: 1.5963, grad_norm: 6.4886 2020-10-02 21:51:03,484 - mmaction - INFO - Epoch [60][2440/2825] lr: 7.500e-04, eta: 1 day, 8:51:41, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8299, loss_cls: 1.6328, loss: 1.6328, grad_norm: 6.5485 2020-10-02 21:51:23,785 - mmaction - INFO - Epoch [60][2460/2825] lr: 7.500e-04, eta: 1 day, 8:51:19, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8430, loss_cls: 1.5317, loss: 1.5317, grad_norm: 6.3263 2020-10-02 21:51:43,473 - mmaction - INFO - Epoch [60][2480/2825] lr: 7.500e-04, eta: 1 day, 8:50:58, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8286, loss_cls: 1.6203, loss: 1.6203, grad_norm: 6.5572 2020-10-02 21:52:04,336 - mmaction - INFO - Epoch [60][2500/2825] lr: 7.500e-04, eta: 1 day, 8:50:37, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8284, loss_cls: 1.6077, loss: 1.6077, grad_norm: 6.4418 2020-10-02 21:52:25,162 - mmaction - INFO - Epoch [60][2520/2825] lr: 7.500e-04, eta: 1 day, 8:50:16, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8302, loss_cls: 1.6039, loss: 1.6039, grad_norm: 6.4968 2020-10-02 21:52:45,859 - mmaction - INFO - Epoch [60][2540/2825] lr: 7.500e-04, eta: 1 day, 8:49:55, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5676, loss: 1.5676, grad_norm: 6.3392 2020-10-02 21:53:07,459 - mmaction - INFO - Epoch [60][2560/2825] lr: 7.500e-04, eta: 1 day, 8:49:35, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8333, loss_cls: 1.6126, loss: 1.6126, grad_norm: 6.4490 2020-10-02 21:53:28,565 - mmaction - INFO - Epoch [60][2580/2825] lr: 7.500e-04, eta: 1 day, 8:49:14, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6138, top5_acc: 0.8211, loss_cls: 1.6498, loss: 1.6498, grad_norm: 6.4535 2020-10-02 21:53:48,218 - mmaction - INFO - Epoch [60][2600/2825] lr: 7.500e-04, eta: 1 day, 8:48:52, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8289, loss_cls: 1.6005, loss: 1.6005, grad_norm: 6.4004 2020-10-02 21:54:08,756 - mmaction - INFO - Epoch [60][2620/2825] lr: 7.500e-04, eta: 1 day, 8:48:31, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8284, loss_cls: 1.6026, loss: 1.6026, grad_norm: 6.4747 2020-10-02 21:54:29,815 - mmaction - INFO - Epoch [60][2640/2825] lr: 7.500e-04, eta: 1 day, 8:48:10, time: 1.053, data_time: 0.027, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8367, loss_cls: 1.5781, loss: 1.5781, grad_norm: 6.4498 2020-10-02 21:54:50,154 - mmaction - INFO - Epoch [60][2660/2825] lr: 7.500e-04, eta: 1 day, 8:47:49, time: 1.016, data_time: 0.006, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8424, loss_cls: 1.5111, loss: 1.5111, grad_norm: 6.1783 2020-10-02 21:55:11,564 - mmaction - INFO - Epoch [60][2680/2825] lr: 7.500e-04, eta: 1 day, 8:47:29, time: 1.071, data_time: 0.108, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8385, loss_cls: 1.5572, loss: 1.5572, grad_norm: 6.4031 2020-10-02 21:55:32,304 - mmaction - INFO - Epoch [60][2700/2825] lr: 7.500e-04, eta: 1 day, 8:47:08, time: 1.037, data_time: 0.112, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8242, loss_cls: 1.6261, loss: 1.6261, grad_norm: 6.4026 2020-10-02 21:55:52,698 - mmaction - INFO - Epoch [60][2720/2825] lr: 7.500e-04, eta: 1 day, 8:46:47, time: 1.020, data_time: 0.334, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5721, loss: 1.5721, grad_norm: 6.3907 2020-10-02 21:56:13,576 - mmaction - INFO - Epoch [60][2740/2825] lr: 7.500e-04, eta: 1 day, 8:46:26, time: 1.045, data_time: 0.296, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8404, loss_cls: 1.5574, loss: 1.5574, grad_norm: 6.3977 2020-10-02 21:56:34,277 - mmaction - INFO - Epoch [60][2760/2825] lr: 7.500e-04, eta: 1 day, 8:46:05, time: 1.035, data_time: 0.183, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8276, loss_cls: 1.5988, loss: 1.5988, grad_norm: 6.4604 2020-10-02 21:56:54,862 - mmaction - INFO - Epoch [60][2780/2825] lr: 7.500e-04, eta: 1 day, 8:45:44, time: 1.029, data_time: 0.138, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8474, loss_cls: 1.5422, loss: 1.5422, grad_norm: 6.4430 2020-10-02 21:57:15,481 - mmaction - INFO - Epoch [60][2800/2825] lr: 7.500e-04, eta: 1 day, 8:45:23, time: 1.031, data_time: 0.302, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8349, loss_cls: 1.5477, loss: 1.5477, grad_norm: 6.2884 2020-10-02 21:57:36,563 - mmaction - INFO - Epoch [60][2820/2825] lr: 7.500e-04, eta: 1 day, 8:45:02, time: 1.053, data_time: 0.366, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8383, loss_cls: 1.5374, loss: 1.5374, grad_norm: 6.4856 2020-10-02 21:57:41,013 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-10-02 22:01:10,077 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 22:01:12,419 - mmaction - INFO - top1_acc 0.5853 top5_acc 0.8115 2020-10-02 22:01:12,419 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 22:01:12,538 - mmaction - INFO - mean_acc 0.5852 2020-10-02 22:01:12,606 - mmaction - INFO - Epoch(val) [60][2825] top1_acc: 0.5853, top5_acc: 0.8115, mean_class_accuracy: 0.5852 2020-10-02 22:01:56,516 - mmaction - INFO - Epoch [61][20/2825] lr: 7.500e-04, eta: 1 day, 8:44:48, time: 2.193, data_time: 1.107, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8318, loss_cls: 1.5747, loss: 1.5747, grad_norm: 6.3273 2020-10-02 22:02:18,531 - mmaction - INFO - Epoch [61][40/2825] lr: 7.500e-04, eta: 1 day, 8:44:28, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8263, loss_cls: 1.5982, loss: 1.5982, grad_norm: 6.4853 2020-10-02 22:02:38,818 - mmaction - INFO - Epoch [61][60/2825] lr: 7.500e-04, eta: 1 day, 8:44:06, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8406, loss_cls: 1.5566, loss: 1.5566, grad_norm: 6.3729 2020-10-02 22:02:59,363 - mmaction - INFO - Epoch [61][80/2825] lr: 7.500e-04, eta: 1 day, 8:43:45, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8427, loss_cls: 1.5425, loss: 1.5425, grad_norm: 6.3294 2020-10-02 22:03:20,066 - mmaction - INFO - Epoch [61][100/2825] lr: 7.500e-04, eta: 1 day, 8:43:24, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.5797, loss: 1.5797, grad_norm: 6.3836 2020-10-02 22:03:40,961 - mmaction - INFO - Epoch [61][120/2825] lr: 7.500e-04, eta: 1 day, 8:43:03, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8297, loss_cls: 1.6079, loss: 1.6079, grad_norm: 6.3480 2020-10-02 22:04:01,881 - mmaction - INFO - Epoch [61][140/2825] lr: 7.500e-04, eta: 1 day, 8:42:43, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8336, loss_cls: 1.5824, loss: 1.5824, grad_norm: 6.3398 2020-10-02 22:04:22,773 - mmaction - INFO - Epoch [61][160/2825] lr: 7.500e-04, eta: 1 day, 8:42:22, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8255, loss_cls: 1.6126, loss: 1.6126, grad_norm: 6.5307 2020-10-02 22:04:43,866 - mmaction - INFO - Epoch [61][180/2825] lr: 7.500e-04, eta: 1 day, 8:42:01, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8299, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.1999 2020-10-02 22:05:04,402 - mmaction - INFO - Epoch [61][200/2825] lr: 7.500e-04, eta: 1 day, 8:41:40, time: 1.028, data_time: 0.011, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8247, loss_cls: 1.6228, loss: 1.6228, grad_norm: 6.5207 2020-10-02 22:05:24,806 - mmaction - INFO - Epoch [61][220/2825] lr: 7.500e-04, eta: 1 day, 8:41:19, time: 1.020, data_time: 0.118, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8365, loss_cls: 1.5679, loss: 1.5679, grad_norm: 6.4008 2020-10-02 22:05:45,183 - mmaction - INFO - Epoch [61][240/2825] lr: 7.500e-04, eta: 1 day, 8:40:57, time: 1.018, data_time: 0.060, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8299, loss_cls: 1.6025, loss: 1.6025, grad_norm: 6.4281 2020-10-02 22:06:06,502 - mmaction - INFO - Epoch [61][260/2825] lr: 7.500e-04, eta: 1 day, 8:40:37, time: 1.066, data_time: 0.202, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8281, loss_cls: 1.5622, loss: 1.5622, grad_norm: 6.2375 2020-10-02 22:06:27,958 - mmaction - INFO - Epoch [61][280/2825] lr: 7.500e-04, eta: 1 day, 8:40:16, time: 1.074, data_time: 0.028, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8271, loss_cls: 1.5926, loss: 1.5926, grad_norm: 6.4339 2020-10-02 22:06:47,751 - mmaction - INFO - Epoch [61][300/2825] lr: 7.500e-04, eta: 1 day, 8:39:55, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8401, loss_cls: 1.5472, loss: 1.5472, grad_norm: 6.3427 2020-10-02 22:07:08,928 - mmaction - INFO - Epoch [61][320/2825] lr: 7.500e-04, eta: 1 day, 8:39:34, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6187, top5_acc: 0.8242, loss_cls: 1.6264, loss: 1.6264, grad_norm: 6.4406 2020-10-02 22:07:30,331 - mmaction - INFO - Epoch [61][340/2825] lr: 7.500e-04, eta: 1 day, 8:39:14, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8406, loss_cls: 1.5658, loss: 1.5658, grad_norm: 6.2317 2020-10-02 22:07:50,848 - mmaction - INFO - Epoch [61][360/2825] lr: 7.500e-04, eta: 1 day, 8:38:53, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8302, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.3960 2020-10-02 22:08:10,902 - mmaction - INFO - Epoch [61][380/2825] lr: 7.500e-04, eta: 1 day, 8:38:31, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.5537, loss: 1.5537, grad_norm: 6.3849 2020-10-02 22:08:31,757 - mmaction - INFO - Epoch [61][400/2825] lr: 7.500e-04, eta: 1 day, 8:38:10, time: 1.043, data_time: 0.008, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8250, loss_cls: 1.5966, loss: 1.5966, grad_norm: 6.4879 2020-10-02 22:08:53,011 - mmaction - INFO - Epoch [61][420/2825] lr: 7.500e-04, eta: 1 day, 8:37:50, time: 1.063, data_time: 0.171, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8456, loss_cls: 1.5299, loss: 1.5299, grad_norm: 6.1402 2020-10-02 22:09:15,166 - mmaction - INFO - Epoch [61][440/2825] lr: 7.500e-04, eta: 1 day, 8:37:30, time: 1.107, data_time: 0.104, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8247, loss_cls: 1.6218, loss: 1.6218, grad_norm: 6.3688 2020-10-02 22:09:34,763 - mmaction - INFO - Epoch [61][460/2825] lr: 7.500e-04, eta: 1 day, 8:37:08, time: 0.979, data_time: 0.003, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8294, loss_cls: 1.6035, loss: 1.6035, grad_norm: 6.5428 2020-10-02 22:09:55,509 - mmaction - INFO - Epoch [61][480/2825] lr: 7.500e-04, eta: 1 day, 8:36:47, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8266, loss_cls: 1.5975, loss: 1.5975, grad_norm: 6.3276 2020-10-02 22:10:16,493 - mmaction - INFO - Epoch [61][500/2825] lr: 7.500e-04, eta: 1 day, 8:36:26, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.5445, loss: 1.5445, grad_norm: 6.4089 2020-10-02 22:10:38,476 - mmaction - INFO - Epoch [61][520/2825] lr: 7.500e-04, eta: 1 day, 8:36:06, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8404, loss_cls: 1.5375, loss: 1.5375, grad_norm: 6.2747 2020-10-02 22:10:58,315 - mmaction - INFO - Epoch [61][540/2825] lr: 7.500e-04, eta: 1 day, 8:35:45, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8240, loss_cls: 1.6097, loss: 1.6097, grad_norm: 6.4535 2020-10-02 22:11:19,069 - mmaction - INFO - Epoch [61][560/2825] lr: 7.500e-04, eta: 1 day, 8:35:24, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8378, loss_cls: 1.5638, loss: 1.5638, grad_norm: 6.4339 2020-10-02 22:11:38,805 - mmaction - INFO - Epoch [61][580/2825] lr: 7.500e-04, eta: 1 day, 8:35:02, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.6052, loss: 1.6052, grad_norm: 6.3809 2020-10-02 22:11:59,799 - mmaction - INFO - Epoch [61][600/2825] lr: 7.500e-04, eta: 1 day, 8:34:41, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8391, loss_cls: 1.5567, loss: 1.5567, grad_norm: 6.2394 2020-10-02 22:12:21,224 - mmaction - INFO - Epoch [61][620/2825] lr: 7.500e-04, eta: 1 day, 8:34:21, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8341, loss_cls: 1.5821, loss: 1.5821, grad_norm: 6.3125 2020-10-02 22:12:42,714 - mmaction - INFO - Epoch [61][640/2825] lr: 7.500e-04, eta: 1 day, 8:34:00, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8313, loss_cls: 1.5830, loss: 1.5830, grad_norm: 6.3176 2020-10-02 22:13:01,790 - mmaction - INFO - Epoch [61][660/2825] lr: 7.500e-04, eta: 1 day, 8:33:38, time: 0.954, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8357, loss_cls: 1.5712, loss: 1.5712, grad_norm: 6.3716 2020-10-02 22:13:22,637 - mmaction - INFO - Epoch [61][680/2825] lr: 7.500e-04, eta: 1 day, 8:33:17, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8266, loss_cls: 1.5520, loss: 1.5520, grad_norm: 6.3268 2020-10-02 22:13:44,636 - mmaction - INFO - Epoch [61][700/2825] lr: 7.500e-04, eta: 1 day, 8:32:57, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8315, loss_cls: 1.5801, loss: 1.5801, grad_norm: 6.3285 2020-10-02 22:14:04,917 - mmaction - INFO - Epoch [61][720/2825] lr: 7.500e-04, eta: 1 day, 8:32:36, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8294, loss_cls: 1.5601, loss: 1.5601, grad_norm: 6.3280 2020-10-02 22:14:25,679 - mmaction - INFO - Epoch [61][740/2825] lr: 7.500e-04, eta: 1 day, 8:32:15, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8409, loss_cls: 1.5453, loss: 1.5453, grad_norm: 6.4078 2020-10-02 22:14:46,054 - mmaction - INFO - Epoch [61][760/2825] lr: 7.500e-04, eta: 1 day, 8:31:54, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8302, loss_cls: 1.5893, loss: 1.5893, grad_norm: 6.4822 2020-10-02 22:15:05,637 - mmaction - INFO - Epoch [61][780/2825] lr: 7.500e-04, eta: 1 day, 8:31:32, time: 0.979, data_time: 0.001, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8271, loss_cls: 1.6278, loss: 1.6278, grad_norm: 6.4467 2020-10-02 22:15:25,969 - mmaction - INFO - Epoch [61][800/2825] lr: 7.500e-04, eta: 1 day, 8:31:11, time: 1.016, data_time: 0.003, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8380, loss_cls: 1.5713, loss: 1.5713, grad_norm: 6.3167 2020-10-02 22:15:47,878 - mmaction - INFO - Epoch [61][820/2825] lr: 7.500e-04, eta: 1 day, 8:30:51, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8292, loss_cls: 1.5966, loss: 1.5966, grad_norm: 6.5096 2020-10-02 22:16:08,424 - mmaction - INFO - Epoch [61][840/2825] lr: 7.500e-04, eta: 1 day, 8:30:30, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8349, loss_cls: 1.5348, loss: 1.5348, grad_norm: 6.2693 2020-10-02 22:16:28,202 - mmaction - INFO - Epoch [61][860/2825] lr: 7.500e-04, eta: 1 day, 8:30:08, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8331, loss_cls: 1.5591, loss: 1.5591, grad_norm: 6.3183 2020-10-02 22:16:49,725 - mmaction - INFO - Epoch [61][880/2825] lr: 7.500e-04, eta: 1 day, 8:29:48, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8385, loss_cls: 1.5445, loss: 1.5445, grad_norm: 6.3723 2020-10-02 22:17:10,349 - mmaction - INFO - Epoch [61][900/2825] lr: 7.500e-04, eta: 1 day, 8:29:27, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8341, loss_cls: 1.5775, loss: 1.5775, grad_norm: 6.3745 2020-10-02 22:17:30,476 - mmaction - INFO - Epoch [61][920/2825] lr: 7.500e-04, eta: 1 day, 8:29:05, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8294, loss_cls: 1.5830, loss: 1.5830, grad_norm: 6.2965 2020-10-02 22:17:50,616 - mmaction - INFO - Epoch [61][940/2825] lr: 7.500e-04, eta: 1 day, 8:28:44, time: 1.008, data_time: 0.003, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8268, loss_cls: 1.5862, loss: 1.5862, grad_norm: 6.2959 2020-10-02 22:18:12,433 - mmaction - INFO - Epoch [61][960/2825] lr: 7.500e-04, eta: 1 day, 8:28:24, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8289, loss_cls: 1.6121, loss: 1.6121, grad_norm: 6.5240 2020-10-02 22:18:33,081 - mmaction - INFO - Epoch [61][980/2825] lr: 7.500e-04, eta: 1 day, 8:28:03, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8404, loss_cls: 1.5318, loss: 1.5318, grad_norm: 6.3598 2020-10-02 22:18:53,060 - mmaction - INFO - Epoch [61][1000/2825] lr: 7.500e-04, eta: 1 day, 8:27:41, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8271, loss_cls: 1.5917, loss: 1.5917, grad_norm: 6.3665 2020-10-02 22:19:13,752 - mmaction - INFO - Epoch [61][1020/2825] lr: 7.500e-04, eta: 1 day, 8:27:20, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8357, loss_cls: 1.5388, loss: 1.5388, grad_norm: 6.2844 2020-10-02 22:19:34,360 - mmaction - INFO - Epoch [61][1040/2825] lr: 7.500e-04, eta: 1 day, 8:26:59, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8349, loss_cls: 1.5631, loss: 1.5631, grad_norm: 6.4673 2020-10-02 22:19:56,194 - mmaction - INFO - Epoch [61][1060/2825] lr: 7.500e-04, eta: 1 day, 8:26:39, time: 1.092, data_time: 0.092, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8312, loss_cls: 1.6262, loss: 1.6262, grad_norm: 6.4713 2020-10-02 22:20:16,466 - mmaction - INFO - Epoch [61][1080/2825] lr: 7.500e-04, eta: 1 day, 8:26:18, time: 1.013, data_time: 0.005, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8359, loss_cls: 1.5806, loss: 1.5806, grad_norm: 6.4805 2020-10-02 22:20:37,511 - mmaction - INFO - Epoch [61][1100/2825] lr: 7.500e-04, eta: 1 day, 8:25:57, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8286, loss_cls: 1.6194, loss: 1.6194, grad_norm: 6.5044 2020-10-02 22:20:57,695 - mmaction - INFO - Epoch [61][1120/2825] lr: 7.500e-04, eta: 1 day, 8:25:36, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8237, loss_cls: 1.6336, loss: 1.6336, grad_norm: 6.4839 2020-10-02 22:21:19,518 - mmaction - INFO - Epoch [61][1140/2825] lr: 7.500e-04, eta: 1 day, 8:25:15, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8221, loss_cls: 1.6347, loss: 1.6347, grad_norm: 6.4177 2020-10-02 22:21:39,017 - mmaction - INFO - Epoch [61][1160/2825] lr: 7.500e-04, eta: 1 day, 8:24:54, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8375, loss_cls: 1.5753, loss: 1.5753, grad_norm: 6.3076 2020-10-02 22:21:59,696 - mmaction - INFO - Epoch [61][1180/2825] lr: 7.500e-04, eta: 1 day, 8:24:32, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8260, loss_cls: 1.6401, loss: 1.6401, grad_norm: 6.5100 2020-10-02 22:22:21,363 - mmaction - INFO - Epoch [61][1200/2825] lr: 7.500e-04, eta: 1 day, 8:24:12, time: 1.084, data_time: 0.003, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8417, loss_cls: 1.5533, loss: 1.5533, grad_norm: 6.4210 2020-10-02 22:22:41,471 - mmaction - INFO - Epoch [61][1220/2825] lr: 7.500e-04, eta: 1 day, 8:23:51, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8362, loss_cls: 1.5562, loss: 1.5562, grad_norm: 6.2018 2020-10-02 22:23:02,870 - mmaction - INFO - Epoch [61][1240/2825] lr: 7.500e-04, eta: 1 day, 8:23:30, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8214, loss_cls: 1.6153, loss: 1.6153, grad_norm: 6.3519 2020-10-02 22:23:23,624 - mmaction - INFO - Epoch [61][1260/2825] lr: 7.500e-04, eta: 1 day, 8:23:09, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8424, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.2032 2020-10-02 22:23:45,247 - mmaction - INFO - Epoch [61][1280/2825] lr: 7.500e-04, eta: 1 day, 8:22:49, time: 1.082, data_time: 0.003, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8396, loss_cls: 1.5805, loss: 1.5805, grad_norm: 6.4432 2020-10-02 22:24:05,258 - mmaction - INFO - Epoch [61][1300/2825] lr: 7.500e-04, eta: 1 day, 8:22:28, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8258, loss_cls: 1.6303, loss: 1.6303, grad_norm: 6.5443 2020-10-02 22:24:25,365 - mmaction - INFO - Epoch [61][1320/2825] lr: 7.500e-04, eta: 1 day, 8:22:06, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8318, loss_cls: 1.5769, loss: 1.5769, grad_norm: 6.4042 2020-10-02 22:24:46,354 - mmaction - INFO - Epoch [61][1340/2825] lr: 7.500e-04, eta: 1 day, 8:21:45, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8216, loss_cls: 1.6177, loss: 1.6177, grad_norm: 6.5437 2020-10-02 22:25:07,306 - mmaction - INFO - Epoch [61][1360/2825] lr: 7.500e-04, eta: 1 day, 8:21:25, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8339, loss_cls: 1.5954, loss: 1.5954, grad_norm: 6.5649 2020-10-02 22:25:28,269 - mmaction - INFO - Epoch [61][1380/2825] lr: 7.500e-04, eta: 1 day, 8:21:04, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8359, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.5439 2020-10-02 22:25:49,120 - mmaction - INFO - Epoch [61][1400/2825] lr: 7.500e-04, eta: 1 day, 8:20:43, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8318, loss_cls: 1.5672, loss: 1.5672, grad_norm: 6.3985 2020-10-02 22:26:09,127 - mmaction - INFO - Epoch [61][1420/2825] lr: 7.500e-04, eta: 1 day, 8:20:21, time: 1.002, data_time: 0.003, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8247, loss_cls: 1.5976, loss: 1.5976, grad_norm: 6.3687 2020-10-02 22:26:29,300 - mmaction - INFO - Epoch [61][1440/2825] lr: 7.500e-04, eta: 1 day, 8:20:00, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8333, loss_cls: 1.5705, loss: 1.5705, grad_norm: 6.3831 2020-10-02 22:26:50,040 - mmaction - INFO - Epoch [61][1460/2825] lr: 7.500e-04, eta: 1 day, 8:19:39, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8349, loss_cls: 1.5843, loss: 1.5843, grad_norm: 6.5775 2020-10-02 22:27:10,382 - mmaction - INFO - Epoch [61][1480/2825] lr: 7.500e-04, eta: 1 day, 8:19:18, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5489, loss: 1.5489, grad_norm: 6.3846 2020-10-02 22:27:31,325 - mmaction - INFO - Epoch [61][1500/2825] lr: 7.500e-04, eta: 1 day, 8:18:57, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8268, loss_cls: 1.5830, loss: 1.5830, grad_norm: 6.4044 2020-10-02 22:27:51,823 - mmaction - INFO - Epoch [61][1520/2825] lr: 7.500e-04, eta: 1 day, 8:18:36, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8336, loss_cls: 1.5676, loss: 1.5676, grad_norm: 6.4543 2020-10-02 22:28:13,645 - mmaction - INFO - Epoch [61][1540/2825] lr: 7.500e-04, eta: 1 day, 8:18:16, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8375, loss_cls: 1.5326, loss: 1.5326, grad_norm: 6.2779 2020-10-02 22:28:33,327 - mmaction - INFO - Epoch [61][1560/2825] lr: 7.500e-04, eta: 1 day, 8:17:54, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8333, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.4982 2020-10-02 22:28:54,438 - mmaction - INFO - Epoch [61][1580/2825] lr: 7.500e-04, eta: 1 day, 8:17:33, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8240, loss_cls: 1.6072, loss: 1.6072, grad_norm: 6.5118 2020-10-02 22:29:15,983 - mmaction - INFO - Epoch [61][1600/2825] lr: 7.500e-04, eta: 1 day, 8:17:13, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8391, loss_cls: 1.5535, loss: 1.5535, grad_norm: 6.3492 2020-10-02 22:29:36,385 - mmaction - INFO - Epoch [61][1620/2825] lr: 7.500e-04, eta: 1 day, 8:16:52, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6167, top5_acc: 0.8271, loss_cls: 1.6205, loss: 1.6205, grad_norm: 6.4190 2020-10-02 22:29:58,275 - mmaction - INFO - Epoch [61][1640/2825] lr: 7.500e-04, eta: 1 day, 8:16:32, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8370, loss_cls: 1.5530, loss: 1.5530, grad_norm: 6.4944 2020-10-02 22:30:20,169 - mmaction - INFO - Epoch [61][1660/2825] lr: 7.500e-04, eta: 1 day, 8:16:11, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8417, loss_cls: 1.5362, loss: 1.5362, grad_norm: 6.3672 2020-10-02 22:30:40,718 - mmaction - INFO - Epoch [61][1680/2825] lr: 7.500e-04, eta: 1 day, 8:15:50, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8224, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.3841 2020-10-02 22:31:00,857 - mmaction - INFO - Epoch [61][1700/2825] lr: 7.500e-04, eta: 1 day, 8:15:29, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8320, loss_cls: 1.5637, loss: 1.5637, grad_norm: 6.5031 2020-10-02 22:31:21,411 - mmaction - INFO - Epoch [61][1720/2825] lr: 7.500e-04, eta: 1 day, 8:15:08, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5760, loss: 1.5760, grad_norm: 6.4082 2020-10-02 22:31:42,598 - mmaction - INFO - Epoch [61][1740/2825] lr: 7.500e-04, eta: 1 day, 8:14:47, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8359, loss_cls: 1.5763, loss: 1.5763, grad_norm: 6.4587 2020-10-02 22:32:03,549 - mmaction - INFO - Epoch [61][1760/2825] lr: 7.500e-04, eta: 1 day, 8:14:26, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8333, loss_cls: 1.5835, loss: 1.5835, grad_norm: 6.4420 2020-10-02 22:32:23,176 - mmaction - INFO - Epoch [61][1780/2825] lr: 7.500e-04, eta: 1 day, 8:14:05, time: 0.982, data_time: 0.013, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8359, loss_cls: 1.5571, loss: 1.5571, grad_norm: 6.4520 2020-10-02 22:32:44,532 - mmaction - INFO - Epoch [61][1800/2825] lr: 7.500e-04, eta: 1 day, 8:13:44, time: 1.067, data_time: 0.075, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8286, loss_cls: 1.6148, loss: 1.6148, grad_norm: 6.4072 2020-10-02 22:33:04,662 - mmaction - INFO - Epoch [61][1820/2825] lr: 7.500e-04, eta: 1 day, 8:13:23, time: 1.007, data_time: 0.023, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8245, loss_cls: 1.6364, loss: 1.6364, grad_norm: 6.6586 2020-10-02 22:33:25,494 - mmaction - INFO - Epoch [61][1840/2825] lr: 7.500e-04, eta: 1 day, 8:13:02, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8362, loss_cls: 1.5756, loss: 1.5756, grad_norm: 6.3474 2020-10-02 22:33:46,405 - mmaction - INFO - Epoch [61][1860/2825] lr: 7.500e-04, eta: 1 day, 8:12:41, time: 1.044, data_time: 0.242, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8349, loss_cls: 1.5645, loss: 1.5645, grad_norm: 6.3449 2020-10-02 22:34:08,003 - mmaction - INFO - Epoch [61][1880/2825] lr: 7.500e-04, eta: 1 day, 8:12:21, time: 1.080, data_time: 0.408, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8284, loss_cls: 1.6075, loss: 1.6075, grad_norm: 6.4170 2020-10-02 22:34:27,507 - mmaction - INFO - Epoch [61][1900/2825] lr: 7.500e-04, eta: 1 day, 8:11:59, time: 0.974, data_time: 0.356, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8388, loss_cls: 1.5528, loss: 1.5528, grad_norm: 6.5049 2020-10-02 22:34:48,553 - mmaction - INFO - Epoch [61][1920/2825] lr: 7.500e-04, eta: 1 day, 8:11:38, time: 1.052, data_time: 0.305, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5668, loss: 1.5668, grad_norm: 6.5286 2020-10-02 22:35:09,333 - mmaction - INFO - Epoch [61][1940/2825] lr: 7.500e-04, eta: 1 day, 8:11:17, time: 1.040, data_time: 0.015, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8372, loss_cls: 1.5612, loss: 1.5612, grad_norm: 6.4240 2020-10-02 22:35:30,614 - mmaction - INFO - Epoch [61][1960/2825] lr: 7.500e-04, eta: 1 day, 8:10:57, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8292, loss_cls: 1.5947, loss: 1.5947, grad_norm: 6.4697 2020-10-02 22:35:51,381 - mmaction - INFO - Epoch [61][1980/2825] lr: 7.500e-04, eta: 1 day, 8:10:36, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8292, loss_cls: 1.5697, loss: 1.5697, grad_norm: 6.3926 2020-10-02 22:36:10,373 - mmaction - INFO - Epoch [61][2000/2825] lr: 7.500e-04, eta: 1 day, 8:10:14, time: 0.950, data_time: 0.001, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8427, loss_cls: 1.5127, loss: 1.5127, grad_norm: 6.3158 2020-10-02 22:36:31,739 - mmaction - INFO - Epoch [61][2020/2825] lr: 7.500e-04, eta: 1 day, 8:09:53, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8263, loss_cls: 1.5961, loss: 1.5961, grad_norm: 6.5701 2020-10-02 22:36:52,684 - mmaction - INFO - Epoch [61][2040/2825] lr: 7.500e-04, eta: 1 day, 8:09:32, time: 1.046, data_time: 0.018, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.5387, loss: 1.5387, grad_norm: 6.4233 2020-10-02 22:37:13,745 - mmaction - INFO - Epoch [61][2060/2825] lr: 7.500e-04, eta: 1 day, 8:09:12, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.6054, loss: 1.6054, grad_norm: 6.4499 2020-10-02 22:37:34,412 - mmaction - INFO - Epoch [61][2080/2825] lr: 7.500e-04, eta: 1 day, 8:08:51, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8276, loss_cls: 1.5766, loss: 1.5766, grad_norm: 6.4057 2020-10-02 22:37:54,611 - mmaction - INFO - Epoch [61][2100/2825] lr: 7.500e-04, eta: 1 day, 8:08:29, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8297, loss_cls: 1.5992, loss: 1.5992, grad_norm: 6.4393 2020-10-02 22:38:14,675 - mmaction - INFO - Epoch [61][2120/2825] lr: 7.500e-04, eta: 1 day, 8:08:08, time: 1.004, data_time: 0.003, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8294, loss_cls: 1.5891, loss: 1.5891, grad_norm: 6.3978 2020-10-02 22:38:36,388 - mmaction - INFO - Epoch [61][2140/2825] lr: 7.500e-04, eta: 1 day, 8:07:48, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8245, loss_cls: 1.6057, loss: 1.6057, grad_norm: 6.4729 2020-10-02 22:38:56,515 - mmaction - INFO - Epoch [61][2160/2825] lr: 7.500e-04, eta: 1 day, 8:07:26, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6185, top5_acc: 0.8276, loss_cls: 1.6171, loss: 1.6171, grad_norm: 6.5134 2020-10-02 22:39:17,612 - mmaction - INFO - Epoch [61][2180/2825] lr: 7.500e-04, eta: 1 day, 8:07:06, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8237, loss_cls: 1.6253, loss: 1.6253, grad_norm: 6.5516 2020-10-02 22:39:38,554 - mmaction - INFO - Epoch [61][2200/2825] lr: 7.500e-04, eta: 1 day, 8:06:45, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8359, loss_cls: 1.5688, loss: 1.5688, grad_norm: 6.3223 2020-10-02 22:39:58,726 - mmaction - INFO - Epoch [61][2220/2825] lr: 7.500e-04, eta: 1 day, 8:06:23, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8268, loss_cls: 1.6218, loss: 1.6218, grad_norm: 6.4191 2020-10-02 22:40:20,057 - mmaction - INFO - Epoch [61][2240/2825] lr: 7.500e-04, eta: 1 day, 8:06:03, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8333, loss_cls: 1.5753, loss: 1.5753, grad_norm: 6.2961 2020-10-02 22:40:39,584 - mmaction - INFO - Epoch [61][2260/2825] lr: 7.500e-04, eta: 1 day, 8:05:41, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8341, loss_cls: 1.5642, loss: 1.5642, grad_norm: 6.3190 2020-10-02 22:41:00,619 - mmaction - INFO - Epoch [61][2280/2825] lr: 7.500e-04, eta: 1 day, 8:05:20, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8323, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.3265 2020-10-02 22:41:21,457 - mmaction - INFO - Epoch [61][2300/2825] lr: 7.500e-04, eta: 1 day, 8:04:59, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8253, loss_cls: 1.6025, loss: 1.6025, grad_norm: 6.4300 2020-10-02 22:41:43,637 - mmaction - INFO - Epoch [61][2320/2825] lr: 7.500e-04, eta: 1 day, 8:04:39, time: 1.109, data_time: 0.001, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8357, loss_cls: 1.5441, loss: 1.5441, grad_norm: 6.3106 2020-10-02 22:42:03,258 - mmaction - INFO - Epoch [61][2340/2825] lr: 7.500e-04, eta: 1 day, 8:04:18, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8404, loss_cls: 1.5837, loss: 1.5837, grad_norm: 6.5425 2020-10-02 22:42:23,847 - mmaction - INFO - Epoch [61][2360/2825] lr: 7.500e-04, eta: 1 day, 8:03:57, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8331, loss_cls: 1.6009, loss: 1.6009, grad_norm: 6.5346 2020-10-02 22:42:44,587 - mmaction - INFO - Epoch [61][2380/2825] lr: 7.500e-04, eta: 1 day, 8:03:36, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8380, loss_cls: 1.5606, loss: 1.5606, grad_norm: 6.4556 2020-10-02 22:43:05,493 - mmaction - INFO - Epoch [61][2400/2825] lr: 7.500e-04, eta: 1 day, 8:03:15, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8245, loss_cls: 1.5927, loss: 1.5927, grad_norm: 6.3985 2020-10-02 22:43:25,629 - mmaction - INFO - Epoch [61][2420/2825] lr: 7.500e-04, eta: 1 day, 8:02:54, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8315, loss_cls: 1.5805, loss: 1.5805, grad_norm: 6.4206 2020-10-02 22:43:45,708 - mmaction - INFO - Epoch [61][2440/2825] lr: 7.500e-04, eta: 1 day, 8:02:32, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6188, top5_acc: 0.8299, loss_cls: 1.5917, loss: 1.5917, grad_norm: 6.5902 2020-10-02 22:44:07,951 - mmaction - INFO - Epoch [61][2460/2825] lr: 7.500e-04, eta: 1 day, 8:02:12, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.6113, loss: 1.6113, grad_norm: 6.4351 2020-10-02 22:44:26,743 - mmaction - INFO - Epoch [61][2480/2825] lr: 7.500e-04, eta: 1 day, 8:01:50, time: 0.940, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8263, loss_cls: 1.5988, loss: 1.5988, grad_norm: 6.5497 2020-10-02 22:44:47,900 - mmaction - INFO - Epoch [61][2500/2825] lr: 7.500e-04, eta: 1 day, 8:01:29, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8404, loss_cls: 1.5352, loss: 1.5352, grad_norm: 6.3317 2020-10-02 22:45:09,064 - mmaction - INFO - Epoch [61][2520/2825] lr: 7.500e-04, eta: 1 day, 8:01:09, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8331, loss_cls: 1.6046, loss: 1.6046, grad_norm: 6.5422 2020-10-02 22:45:29,441 - mmaction - INFO - Epoch [61][2540/2825] lr: 7.500e-04, eta: 1 day, 8:00:48, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8315, loss_cls: 1.5700, loss: 1.5700, grad_norm: 6.4291 2020-10-02 22:45:49,463 - mmaction - INFO - Epoch [61][2560/2825] lr: 7.500e-04, eta: 1 day, 8:00:26, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5738, loss: 1.5738, grad_norm: 6.4230 2020-10-02 22:46:11,724 - mmaction - INFO - Epoch [61][2580/2825] lr: 7.500e-04, eta: 1 day, 8:00:06, time: 1.113, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8365, loss_cls: 1.5481, loss: 1.5481, grad_norm: 6.5184 2020-10-02 22:46:32,725 - mmaction - INFO - Epoch [61][2600/2825] lr: 7.500e-04, eta: 1 day, 7:59:45, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8362, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.4394 2020-10-02 22:46:52,870 - mmaction - INFO - Epoch [61][2620/2825] lr: 7.500e-04, eta: 1 day, 7:59:24, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8357, loss_cls: 1.5813, loss: 1.5813, grad_norm: 6.4569 2020-10-02 22:47:13,423 - mmaction - INFO - Epoch [61][2640/2825] lr: 7.500e-04, eta: 1 day, 7:59:03, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8357, loss_cls: 1.5909, loss: 1.5909, grad_norm: 6.4777 2020-10-02 22:47:34,227 - mmaction - INFO - Epoch [61][2660/2825] lr: 7.500e-04, eta: 1 day, 7:58:42, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8224, loss_cls: 1.6318, loss: 1.6318, grad_norm: 6.4559 2020-10-02 22:47:55,626 - mmaction - INFO - Epoch [61][2680/2825] lr: 7.500e-04, eta: 1 day, 7:58:22, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8271, loss_cls: 1.6118, loss: 1.6118, grad_norm: 6.4842 2020-10-02 22:48:15,462 - mmaction - INFO - Epoch [61][2700/2825] lr: 7.500e-04, eta: 1 day, 7:58:00, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8315, loss_cls: 1.5995, loss: 1.5995, grad_norm: 6.5868 2020-10-02 22:48:36,739 - mmaction - INFO - Epoch [61][2720/2825] lr: 7.500e-04, eta: 1 day, 7:57:39, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8365, loss_cls: 1.5556, loss: 1.5556, grad_norm: 6.4384 2020-10-02 22:48:57,422 - mmaction - INFO - Epoch [61][2740/2825] lr: 7.500e-04, eta: 1 day, 7:57:18, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8240, loss_cls: 1.6300, loss: 1.6300, grad_norm: 6.5076 2020-10-02 22:49:16,257 - mmaction - INFO - Epoch [61][2760/2825] lr: 7.500e-04, eta: 1 day, 7:56:56, time: 0.942, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8352, loss_cls: 1.5902, loss: 1.5902, grad_norm: 6.5071 2020-10-02 22:49:37,548 - mmaction - INFO - Epoch [61][2780/2825] lr: 7.500e-04, eta: 1 day, 7:56:36, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8188, loss_cls: 1.6528, loss: 1.6528, grad_norm: 6.6141 2020-10-02 22:49:58,589 - mmaction - INFO - Epoch [61][2800/2825] lr: 7.500e-04, eta: 1 day, 7:56:15, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6661, loss: 1.6661, grad_norm: 6.5907 2020-10-02 22:50:18,654 - mmaction - INFO - Epoch [61][2820/2825] lr: 7.500e-04, eta: 1 day, 7:55:54, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5599, loss: 1.5599, grad_norm: 6.3402 2020-10-02 22:50:24,011 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-10-02 22:51:10,032 - mmaction - INFO - Epoch [62][20/2825] lr: 7.500e-04, eta: 1 day, 7:55:40, time: 2.258, data_time: 1.300, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8339, loss_cls: 1.5903, loss: 1.5903, grad_norm: 6.4838 2020-10-02 22:51:30,868 - mmaction - INFO - Epoch [62][40/2825] lr: 7.500e-04, eta: 1 day, 7:55:19, time: 1.042, data_time: 0.421, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8258, loss_cls: 1.5993, loss: 1.5993, grad_norm: 6.4868 2020-10-02 22:51:51,076 - mmaction - INFO - Epoch [62][60/2825] lr: 7.500e-04, eta: 1 day, 7:54:57, time: 1.011, data_time: 0.153, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5875, loss: 1.5875, grad_norm: 6.3580 2020-10-02 22:52:11,953 - mmaction - INFO - Epoch [62][80/2825] lr: 7.500e-04, eta: 1 day, 7:54:37, time: 1.044, data_time: 0.059, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8302, loss_cls: 1.5967, loss: 1.5967, grad_norm: 6.4405 2020-10-02 22:52:32,751 - mmaction - INFO - Epoch [62][100/2825] lr: 7.500e-04, eta: 1 day, 7:54:16, time: 1.039, data_time: 0.198, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8320, loss_cls: 1.5854, loss: 1.5854, grad_norm: 6.4136 2020-10-02 22:52:54,664 - mmaction - INFO - Epoch [62][120/2825] lr: 7.500e-04, eta: 1 day, 7:53:55, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8349, loss_cls: 1.5575, loss: 1.5575, grad_norm: 6.4461 2020-10-02 22:53:15,662 - mmaction - INFO - Epoch [62][140/2825] lr: 7.500e-04, eta: 1 day, 7:53:35, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8279, loss_cls: 1.6112, loss: 1.6112, grad_norm: 6.3602 2020-10-02 22:53:36,008 - mmaction - INFO - Epoch [62][160/2825] lr: 7.500e-04, eta: 1 day, 7:53:13, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8302, loss_cls: 1.5990, loss: 1.5990, grad_norm: 6.4898 2020-10-02 22:53:56,862 - mmaction - INFO - Epoch [62][180/2825] lr: 7.500e-04, eta: 1 day, 7:52:53, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8336, loss_cls: 1.5864, loss: 1.5864, grad_norm: 6.4149 2020-10-02 22:54:17,145 - mmaction - INFO - Epoch [62][200/2825] lr: 7.500e-04, eta: 1 day, 7:52:31, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8349, loss_cls: 1.5625, loss: 1.5625, grad_norm: 6.4113 2020-10-02 22:54:37,331 - mmaction - INFO - Epoch [62][220/2825] lr: 7.500e-04, eta: 1 day, 7:52:10, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8245, loss_cls: 1.6084, loss: 1.6084, grad_norm: 6.4325 2020-10-02 22:54:58,681 - mmaction - INFO - Epoch [62][240/2825] lr: 7.500e-04, eta: 1 day, 7:51:49, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8336, loss_cls: 1.5779, loss: 1.5779, grad_norm: 6.4006 2020-10-02 22:55:20,786 - mmaction - INFO - Epoch [62][260/2825] lr: 7.500e-04, eta: 1 day, 7:51:29, time: 1.105, data_time: 0.001, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8315, loss_cls: 1.5625, loss: 1.5625, grad_norm: 6.3052 2020-10-02 22:55:41,339 - mmaction - INFO - Epoch [62][280/2825] lr: 7.500e-04, eta: 1 day, 7:51:08, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8409, loss_cls: 1.5526, loss: 1.5526, grad_norm: 6.3555 2020-10-02 22:56:02,936 - mmaction - INFO - Epoch [62][300/2825] lr: 7.500e-04, eta: 1 day, 7:50:48, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8333, loss_cls: 1.5903, loss: 1.5903, grad_norm: 6.3937 2020-10-02 22:56:23,665 - mmaction - INFO - Epoch [62][320/2825] lr: 7.500e-04, eta: 1 day, 7:50:27, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8349, loss_cls: 1.5324, loss: 1.5324, grad_norm: 6.3308 2020-10-02 22:56:43,739 - mmaction - INFO - Epoch [62][340/2825] lr: 7.500e-04, eta: 1 day, 7:50:06, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8250, loss_cls: 1.6086, loss: 1.6086, grad_norm: 6.4961 2020-10-02 22:57:05,059 - mmaction - INFO - Epoch [62][360/2825] lr: 7.500e-04, eta: 1 day, 7:49:45, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8380, loss_cls: 1.5485, loss: 1.5485, grad_norm: 6.4883 2020-10-02 22:57:27,221 - mmaction - INFO - Epoch [62][380/2825] lr: 7.500e-04, eta: 1 day, 7:49:25, time: 1.108, data_time: 0.001, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8250, loss_cls: 1.6117, loss: 1.6117, grad_norm: 6.4821 2020-10-02 22:57:46,249 - mmaction - INFO - Epoch [62][400/2825] lr: 7.500e-04, eta: 1 day, 7:49:03, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8297, loss_cls: 1.5946, loss: 1.5946, grad_norm: 6.4555 2020-10-02 22:58:07,645 - mmaction - INFO - Epoch [62][420/2825] lr: 7.500e-04, eta: 1 day, 7:48:42, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8307, loss_cls: 1.5862, loss: 1.5862, grad_norm: 6.5293 2020-10-02 22:58:28,214 - mmaction - INFO - Epoch [62][440/2825] lr: 7.500e-04, eta: 1 day, 7:48:21, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8326, loss_cls: 1.5797, loss: 1.5797, grad_norm: 6.3429 2020-10-02 22:58:49,034 - mmaction - INFO - Epoch [62][460/2825] lr: 7.500e-04, eta: 1 day, 7:48:00, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.5379, loss: 1.5379, grad_norm: 6.4596 2020-10-02 22:59:10,959 - mmaction - INFO - Epoch [62][480/2825] lr: 7.500e-04, eta: 1 day, 7:47:40, time: 1.096, data_time: 0.001, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8242, loss_cls: 1.6356, loss: 1.6356, grad_norm: 6.4536 2020-10-02 22:59:30,666 - mmaction - INFO - Epoch [62][500/2825] lr: 7.500e-04, eta: 1 day, 7:47:19, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8286, loss_cls: 1.6010, loss: 1.6010, grad_norm: 6.4912 2020-10-02 22:59:51,586 - mmaction - INFO - Epoch [62][520/2825] lr: 7.500e-04, eta: 1 day, 7:46:58, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8385, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.4242 2020-10-02 23:00:13,425 - mmaction - INFO - Epoch [62][540/2825] lr: 7.500e-04, eta: 1 day, 7:46:38, time: 1.092, data_time: 0.003, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8312, loss_cls: 1.5684, loss: 1.5684, grad_norm: 6.3203 2020-10-02 23:00:33,385 - mmaction - INFO - Epoch [62][560/2825] lr: 7.500e-04, eta: 1 day, 7:46:16, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5459, loss: 1.5459, grad_norm: 6.3775 2020-10-02 23:00:55,545 - mmaction - INFO - Epoch [62][580/2825] lr: 7.500e-04, eta: 1 day, 7:45:56, time: 1.108, data_time: 0.001, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8279, loss_cls: 1.6035, loss: 1.6035, grad_norm: 6.4290 2020-10-02 23:01:16,140 - mmaction - INFO - Epoch [62][600/2825] lr: 7.500e-04, eta: 1 day, 7:45:35, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8336, loss_cls: 1.5444, loss: 1.5444, grad_norm: 6.2291 2020-10-02 23:01:36,450 - mmaction - INFO - Epoch [62][620/2825] lr: 7.500e-04, eta: 1 day, 7:45:14, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8354, loss_cls: 1.5322, loss: 1.5322, grad_norm: 6.4519 2020-10-02 23:01:57,498 - mmaction - INFO - Epoch [62][640/2825] lr: 7.500e-04, eta: 1 day, 7:44:53, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8471, loss_cls: 1.5072, loss: 1.5072, grad_norm: 6.3320 2020-10-02 23:02:17,608 - mmaction - INFO - Epoch [62][660/2825] lr: 7.500e-04, eta: 1 day, 7:44:32, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8484, loss_cls: 1.5054, loss: 1.5054, grad_norm: 6.3835 2020-10-02 23:02:38,911 - mmaction - INFO - Epoch [62][680/2825] lr: 7.500e-04, eta: 1 day, 7:44:11, time: 1.065, data_time: 0.049, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8354, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.3218 2020-10-02 23:03:00,520 - mmaction - INFO - Epoch [62][700/2825] lr: 7.500e-04, eta: 1 day, 7:43:51, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5499, loss: 1.5499, grad_norm: 6.4438 2020-10-02 23:03:20,382 - mmaction - INFO - Epoch [62][720/2825] lr: 7.500e-04, eta: 1 day, 7:43:29, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8318, loss_cls: 1.5700, loss: 1.5700, grad_norm: 6.5798 2020-10-02 23:03:42,318 - mmaction - INFO - Epoch [62][740/2825] lr: 7.500e-04, eta: 1 day, 7:43:09, time: 1.096, data_time: 0.001, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8307, loss_cls: 1.5919, loss: 1.5919, grad_norm: 6.5630 2020-10-02 23:04:03,700 - mmaction - INFO - Epoch [62][760/2825] lr: 7.500e-04, eta: 1 day, 7:42:48, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8250, loss_cls: 1.6327, loss: 1.6327, grad_norm: 6.6620 2020-10-02 23:04:23,218 - mmaction - INFO - Epoch [62][780/2825] lr: 7.500e-04, eta: 1 day, 7:42:27, time: 0.978, data_time: 0.003, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8255, loss_cls: 1.6124, loss: 1.6124, grad_norm: 6.4453 2020-10-02 23:04:44,384 - mmaction - INFO - Epoch [62][800/2825] lr: 7.500e-04, eta: 1 day, 7:42:06, time: 1.058, data_time: 0.012, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5868, loss: 1.5868, grad_norm: 6.5387 2020-10-02 23:05:04,402 - mmaction - INFO - Epoch [62][820/2825] lr: 7.500e-04, eta: 1 day, 7:41:45, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8292, loss_cls: 1.6149, loss: 1.6149, grad_norm: 6.5518 2020-10-02 23:05:26,315 - mmaction - INFO - Epoch [62][840/2825] lr: 7.500e-04, eta: 1 day, 7:41:24, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8286, loss_cls: 1.6017, loss: 1.6017, grad_norm: 6.6010 2020-10-02 23:05:46,930 - mmaction - INFO - Epoch [62][860/2825] lr: 7.500e-04, eta: 1 day, 7:41:03, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8396, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.4458 2020-10-02 23:06:07,551 - mmaction - INFO - Epoch [62][880/2825] lr: 7.500e-04, eta: 1 day, 7:40:42, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8352, loss_cls: 1.5982, loss: 1.5982, grad_norm: 6.5795 2020-10-02 23:06:28,942 - mmaction - INFO - Epoch [62][900/2825] lr: 7.500e-04, eta: 1 day, 7:40:22, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8299, loss_cls: 1.5775, loss: 1.5775, grad_norm: 6.4654 2020-10-02 23:06:49,457 - mmaction - INFO - Epoch [62][920/2825] lr: 7.500e-04, eta: 1 day, 7:40:01, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5751, loss: 1.5751, grad_norm: 6.4438 2020-10-02 23:07:10,605 - mmaction - INFO - Epoch [62][940/2825] lr: 7.500e-04, eta: 1 day, 7:39:40, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8232, loss_cls: 1.6380, loss: 1.6380, grad_norm: 6.5456 2020-10-02 23:07:31,943 - mmaction - INFO - Epoch [62][960/2825] lr: 7.500e-04, eta: 1 day, 7:39:19, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8385, loss_cls: 1.5761, loss: 1.5761, grad_norm: 6.4715 2020-10-02 23:07:52,135 - mmaction - INFO - Epoch [62][980/2825] lr: 7.500e-04, eta: 1 day, 7:38:58, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8380, loss_cls: 1.5881, loss: 1.5881, grad_norm: 6.4899 2020-10-02 23:08:13,751 - mmaction - INFO - Epoch [62][1000/2825] lr: 7.500e-04, eta: 1 day, 7:38:38, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8305, loss_cls: 1.5837, loss: 1.5837, grad_norm: 6.3837 2020-10-02 23:08:35,140 - mmaction - INFO - Epoch [62][1020/2825] lr: 7.500e-04, eta: 1 day, 7:38:17, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8221, loss_cls: 1.6271, loss: 1.6271, grad_norm: 6.6809 2020-10-02 23:08:53,419 - mmaction - INFO - Epoch [62][1040/2825] lr: 7.500e-04, eta: 1 day, 7:37:55, time: 0.913, data_time: 0.001, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8263, loss_cls: 1.6065, loss: 1.6065, grad_norm: 6.5252 2020-10-02 23:09:14,714 - mmaction - INFO - Epoch [62][1060/2825] lr: 7.500e-04, eta: 1 day, 7:37:34, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8388, loss_cls: 1.5444, loss: 1.5444, grad_norm: 6.4733 2020-10-02 23:09:35,334 - mmaction - INFO - Epoch [62][1080/2825] lr: 7.500e-04, eta: 1 day, 7:37:13, time: 1.028, data_time: 0.016, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8339, loss_cls: 1.5690, loss: 1.5690, grad_norm: 6.4021 2020-10-02 23:09:55,781 - mmaction - INFO - Epoch [62][1100/2825] lr: 7.500e-04, eta: 1 day, 7:36:52, time: 1.025, data_time: 0.004, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8260, loss_cls: 1.6015, loss: 1.6015, grad_norm: 6.5110 2020-10-02 23:10:16,990 - mmaction - INFO - Epoch [62][1120/2825] lr: 7.500e-04, eta: 1 day, 7:36:31, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8284, loss_cls: 1.5944, loss: 1.5944, grad_norm: 6.4037 2020-10-02 23:10:37,351 - mmaction - INFO - Epoch [62][1140/2825] lr: 7.500e-04, eta: 1 day, 7:36:10, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8318, loss_cls: 1.5757, loss: 1.5757, grad_norm: 6.4716 2020-10-02 23:10:58,149 - mmaction - INFO - Epoch [62][1160/2825] lr: 7.500e-04, eta: 1 day, 7:35:49, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8367, loss_cls: 1.5567, loss: 1.5567, grad_norm: 6.3951 2020-10-02 23:11:18,280 - mmaction - INFO - Epoch [62][1180/2825] lr: 7.500e-04, eta: 1 day, 7:35:28, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8422, loss_cls: 1.5407, loss: 1.5407, grad_norm: 6.5256 2020-10-02 23:11:39,202 - mmaction - INFO - Epoch [62][1200/2825] lr: 7.500e-04, eta: 1 day, 7:35:07, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8388, loss_cls: 1.5728, loss: 1.5728, grad_norm: 6.4103 2020-10-02 23:11:59,616 - mmaction - INFO - Epoch [62][1220/2825] lr: 7.500e-04, eta: 1 day, 7:34:46, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8310, loss_cls: 1.6184, loss: 1.6184, grad_norm: 6.5153 2020-10-02 23:12:21,047 - mmaction - INFO - Epoch [62][1240/2825] lr: 7.500e-04, eta: 1 day, 7:34:25, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8393, loss_cls: 1.5181, loss: 1.5181, grad_norm: 6.2807 2020-10-02 23:12:41,515 - mmaction - INFO - Epoch [62][1260/2825] lr: 7.500e-04, eta: 1 day, 7:34:04, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8310, loss_cls: 1.5837, loss: 1.5837, grad_norm: 6.4154 2020-10-02 23:13:01,248 - mmaction - INFO - Epoch [62][1280/2825] lr: 7.500e-04, eta: 1 day, 7:33:43, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8323, loss_cls: 1.5625, loss: 1.5625, grad_norm: 6.5126 2020-10-02 23:13:22,598 - mmaction - INFO - Epoch [62][1300/2825] lr: 7.500e-04, eta: 1 day, 7:33:22, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5489, loss: 1.5489, grad_norm: 6.4178 2020-10-02 23:13:43,721 - mmaction - INFO - Epoch [62][1320/2825] lr: 7.500e-04, eta: 1 day, 7:33:01, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8362, loss_cls: 1.5637, loss: 1.5637, grad_norm: 6.4734 2020-10-02 23:14:04,996 - mmaction - INFO - Epoch [62][1340/2825] lr: 7.500e-04, eta: 1 day, 7:32:41, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5581, loss: 1.5581, grad_norm: 6.4189 2020-10-02 23:14:25,917 - mmaction - INFO - Epoch [62][1360/2825] lr: 7.500e-04, eta: 1 day, 7:32:20, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8391, loss_cls: 1.5284, loss: 1.5284, grad_norm: 6.4292 2020-10-02 23:14:46,174 - mmaction - INFO - Epoch [62][1380/2825] lr: 7.500e-04, eta: 1 day, 7:31:59, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8427, loss_cls: 1.5286, loss: 1.5286, grad_norm: 6.3679 2020-10-02 23:15:07,369 - mmaction - INFO - Epoch [62][1400/2825] lr: 7.500e-04, eta: 1 day, 7:31:38, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8260, loss_cls: 1.6047, loss: 1.6047, grad_norm: 6.4687 2020-10-02 23:15:27,726 - mmaction - INFO - Epoch [62][1420/2825] lr: 7.500e-04, eta: 1 day, 7:31:17, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8315, loss_cls: 1.5674, loss: 1.5674, grad_norm: 6.4987 2020-10-02 23:15:48,106 - mmaction - INFO - Epoch [62][1440/2825] lr: 7.500e-04, eta: 1 day, 7:30:56, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8302, loss_cls: 1.6183, loss: 1.6183, grad_norm: 6.6081 2020-10-02 23:16:09,002 - mmaction - INFO - Epoch [62][1460/2825] lr: 7.500e-04, eta: 1 day, 7:30:35, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8224, loss_cls: 1.5945, loss: 1.5945, grad_norm: 6.4524 2020-10-02 23:16:29,769 - mmaction - INFO - Epoch [62][1480/2825] lr: 7.500e-04, eta: 1 day, 7:30:14, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8331, loss_cls: 1.5548, loss: 1.5548, grad_norm: 6.3539 2020-10-02 23:16:50,959 - mmaction - INFO - Epoch [62][1500/2825] lr: 7.500e-04, eta: 1 day, 7:29:53, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8339, loss_cls: 1.5529, loss: 1.5529, grad_norm: 6.4350 2020-10-02 23:17:11,059 - mmaction - INFO - Epoch [62][1520/2825] lr: 7.500e-04, eta: 1 day, 7:29:32, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8404, loss_cls: 1.5570, loss: 1.5570, grad_norm: 6.3373 2020-10-02 23:17:31,739 - mmaction - INFO - Epoch [62][1540/2825] lr: 7.500e-04, eta: 1 day, 7:29:11, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8297, loss_cls: 1.6090, loss: 1.6090, grad_norm: 6.5277 2020-10-02 23:17:52,436 - mmaction - INFO - Epoch [62][1560/2825] lr: 7.500e-04, eta: 1 day, 7:28:50, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8208, loss_cls: 1.6311, loss: 1.6311, grad_norm: 6.6054 2020-10-02 23:18:12,900 - mmaction - INFO - Epoch [62][1580/2825] lr: 7.500e-04, eta: 1 day, 7:28:29, time: 1.025, data_time: 0.004, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8372, loss_cls: 1.5975, loss: 1.5975, grad_norm: 6.4911 2020-10-02 23:18:34,276 - mmaction - INFO - Epoch [62][1600/2825] lr: 7.500e-04, eta: 1 day, 7:28:08, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8320, loss_cls: 1.5779, loss: 1.5779, grad_norm: 6.5952 2020-10-02 23:18:55,563 - mmaction - INFO - Epoch [62][1620/2825] lr: 7.500e-04, eta: 1 day, 7:27:48, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8388, loss_cls: 1.5535, loss: 1.5535, grad_norm: 6.4692 2020-10-02 23:19:14,648 - mmaction - INFO - Epoch [62][1640/2825] lr: 7.500e-04, eta: 1 day, 7:27:26, time: 0.954, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8404, loss_cls: 1.5394, loss: 1.5394, grad_norm: 6.4209 2020-10-02 23:19:35,964 - mmaction - INFO - Epoch [62][1660/2825] lr: 7.500e-04, eta: 1 day, 7:27:05, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8375, loss_cls: 1.5665, loss: 1.5665, grad_norm: 6.4947 2020-10-02 23:19:56,495 - mmaction - INFO - Epoch [62][1680/2825] lr: 7.500e-04, eta: 1 day, 7:26:44, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.6437, loss: 1.6437, grad_norm: 6.5371 2020-10-02 23:20:17,368 - mmaction - INFO - Epoch [62][1700/2825] lr: 7.500e-04, eta: 1 day, 7:26:23, time: 1.044, data_time: 0.035, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8279, loss_cls: 1.5593, loss: 1.5593, grad_norm: 6.3211 2020-10-02 23:20:37,811 - mmaction - INFO - Epoch [62][1720/2825] lr: 7.500e-04, eta: 1 day, 7:26:02, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8292, loss_cls: 1.5962, loss: 1.5962, grad_norm: 6.5306 2020-10-02 23:20:59,934 - mmaction - INFO - Epoch [62][1740/2825] lr: 7.500e-04, eta: 1 day, 7:25:42, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8240, loss_cls: 1.6111, loss: 1.6111, grad_norm: 6.4921 2020-10-02 23:21:20,654 - mmaction - INFO - Epoch [62][1760/2825] lr: 7.500e-04, eta: 1 day, 7:25:21, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8302, loss_cls: 1.5795, loss: 1.5795, grad_norm: 6.4899 2020-10-02 23:21:40,585 - mmaction - INFO - Epoch [62][1780/2825] lr: 7.500e-04, eta: 1 day, 7:24:59, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8260, loss_cls: 1.6156, loss: 1.6156, grad_norm: 6.5838 2020-10-02 23:22:01,418 - mmaction - INFO - Epoch [62][1800/2825] lr: 7.500e-04, eta: 1 day, 7:24:39, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8318, loss_cls: 1.5803, loss: 1.5803, grad_norm: 6.4466 2020-10-02 23:22:22,122 - mmaction - INFO - Epoch [62][1820/2825] lr: 7.500e-04, eta: 1 day, 7:24:18, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8370, loss_cls: 1.5550, loss: 1.5550, grad_norm: 6.4703 2020-10-02 23:22:43,055 - mmaction - INFO - Epoch [62][1840/2825] lr: 7.500e-04, eta: 1 day, 7:23:57, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8336, loss_cls: 1.5825, loss: 1.5825, grad_norm: 6.5466 2020-10-02 23:23:04,305 - mmaction - INFO - Epoch [62][1860/2825] lr: 7.500e-04, eta: 1 day, 7:23:36, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8318, loss_cls: 1.5972, loss: 1.5972, grad_norm: 6.5608 2020-10-02 23:23:23,980 - mmaction - INFO - Epoch [62][1880/2825] lr: 7.500e-04, eta: 1 day, 7:23:15, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8294, loss_cls: 1.6093, loss: 1.6093, grad_norm: 6.6338 2020-10-02 23:23:45,256 - mmaction - INFO - Epoch [62][1900/2825] lr: 7.500e-04, eta: 1 day, 7:22:54, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8240, loss_cls: 1.6022, loss: 1.6022, grad_norm: 6.5529 2020-10-02 23:24:05,808 - mmaction - INFO - Epoch [62][1920/2825] lr: 7.500e-04, eta: 1 day, 7:22:33, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8323, loss_cls: 1.5819, loss: 1.5819, grad_norm: 6.4541 2020-10-02 23:24:26,594 - mmaction - INFO - Epoch [62][1940/2825] lr: 7.500e-04, eta: 1 day, 7:22:12, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8240, loss_cls: 1.6081, loss: 1.6081, grad_norm: 6.5326 2020-10-02 23:24:48,148 - mmaction - INFO - Epoch [62][1960/2825] lr: 7.500e-04, eta: 1 day, 7:21:52, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8315, loss_cls: 1.5755, loss: 1.5755, grad_norm: 6.4974 2020-10-02 23:25:08,685 - mmaction - INFO - Epoch [62][1980/2825] lr: 7.500e-04, eta: 1 day, 7:21:30, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8294, loss_cls: 1.5797, loss: 1.5797, grad_norm: 6.5787 2020-10-02 23:25:28,714 - mmaction - INFO - Epoch [62][2000/2825] lr: 7.500e-04, eta: 1 day, 7:21:09, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8201, loss_cls: 1.6099, loss: 1.6099, grad_norm: 6.5303 2020-10-02 23:25:50,107 - mmaction - INFO - Epoch [62][2020/2825] lr: 7.500e-04, eta: 1 day, 7:20:49, time: 1.071, data_time: 0.003, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8294, loss_cls: 1.5893, loss: 1.5893, grad_norm: 6.4821 2020-10-02 23:26:10,263 - mmaction - INFO - Epoch [62][2040/2825] lr: 7.500e-04, eta: 1 day, 7:20:27, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8299, loss_cls: 1.6118, loss: 1.6118, grad_norm: 6.5861 2020-10-02 23:26:30,696 - mmaction - INFO - Epoch [62][2060/2825] lr: 7.500e-04, eta: 1 day, 7:20:06, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8352, loss_cls: 1.5488, loss: 1.5488, grad_norm: 6.4900 2020-10-02 23:26:51,026 - mmaction - INFO - Epoch [62][2080/2825] lr: 7.500e-04, eta: 1 day, 7:19:45, time: 1.016, data_time: 0.033, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8297, loss_cls: 1.6097, loss: 1.6097, grad_norm: 6.4983 2020-10-02 23:27:11,727 - mmaction - INFO - Epoch [62][2100/2825] lr: 7.500e-04, eta: 1 day, 7:19:24, time: 1.036, data_time: 0.038, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8276, loss_cls: 1.6052, loss: 1.6052, grad_norm: 6.4432 2020-10-02 23:27:32,900 - mmaction - INFO - Epoch [62][2120/2825] lr: 7.500e-04, eta: 1 day, 7:19:03, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8299, loss_cls: 1.5835, loss: 1.5835, grad_norm: 6.4604 2020-10-02 23:27:53,419 - mmaction - INFO - Epoch [62][2140/2825] lr: 7.500e-04, eta: 1 day, 7:18:42, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8331, loss_cls: 1.5739, loss: 1.5739, grad_norm: 6.4242 2020-10-02 23:28:14,333 - mmaction - INFO - Epoch [62][2160/2825] lr: 7.500e-04, eta: 1 day, 7:18:21, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8339, loss_cls: 1.5670, loss: 1.5670, grad_norm: 6.3944 2020-10-02 23:28:33,946 - mmaction - INFO - Epoch [62][2180/2825] lr: 7.500e-04, eta: 1 day, 7:18:00, time: 0.981, data_time: 0.010, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8367, loss_cls: 1.5844, loss: 1.5844, grad_norm: 6.6322 2020-10-02 23:28:55,246 - mmaction - INFO - Epoch [62][2200/2825] lr: 7.500e-04, eta: 1 day, 7:17:39, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6164, top5_acc: 0.8229, loss_cls: 1.6105, loss: 1.6105, grad_norm: 6.5087 2020-10-02 23:29:15,416 - mmaction - INFO - Epoch [62][2220/2825] lr: 7.500e-04, eta: 1 day, 7:17:18, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8349, loss_cls: 1.5577, loss: 1.5577, grad_norm: 6.4617 2020-10-02 23:29:35,232 - mmaction - INFO - Epoch [62][2240/2825] lr: 7.500e-04, eta: 1 day, 7:16:56, time: 0.991, data_time: 0.003, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8318, loss_cls: 1.6020, loss: 1.6020, grad_norm: 6.6179 2020-10-02 23:29:57,551 - mmaction - INFO - Epoch [62][2260/2825] lr: 7.500e-04, eta: 1 day, 7:16:36, time: 1.116, data_time: 0.001, memory: 8353, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.6304, loss: 1.6304, grad_norm: 6.5416 2020-10-02 23:30:17,569 - mmaction - INFO - Epoch [62][2280/2825] lr: 7.500e-04, eta: 1 day, 7:16:15, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8289, loss_cls: 1.6100, loss: 1.6100, grad_norm: 6.4798 2020-10-02 23:30:38,768 - mmaction - INFO - Epoch [62][2300/2825] lr: 7.500e-04, eta: 1 day, 7:15:54, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8333, loss_cls: 1.5751, loss: 1.5751, grad_norm: 6.3638 2020-10-02 23:30:58,404 - mmaction - INFO - Epoch [62][2320/2825] lr: 7.500e-04, eta: 1 day, 7:15:33, time: 0.982, data_time: 0.038, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8312, loss_cls: 1.6018, loss: 1.6018, grad_norm: 6.5390 2020-10-02 23:31:19,220 - mmaction - INFO - Epoch [62][2340/2825] lr: 7.500e-04, eta: 1 day, 7:15:12, time: 1.041, data_time: 0.086, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8380, loss_cls: 1.5541, loss: 1.5541, grad_norm: 6.4696 2020-10-02 23:31:40,333 - mmaction - INFO - Epoch [62][2360/2825] lr: 7.500e-04, eta: 1 day, 7:14:51, time: 1.055, data_time: 0.013, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8354, loss_cls: 1.5636, loss: 1.5636, grad_norm: 6.3580 2020-10-02 23:32:01,710 - mmaction - INFO - Epoch [62][2380/2825] lr: 7.500e-04, eta: 1 day, 7:14:30, time: 1.069, data_time: 0.018, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8430, loss_cls: 1.5424, loss: 1.5424, grad_norm: 6.5308 2020-10-02 23:32:21,780 - mmaction - INFO - Epoch [62][2400/2825] lr: 7.500e-04, eta: 1 day, 7:14:09, time: 1.004, data_time: 0.098, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8276, loss_cls: 1.6086, loss: 1.6086, grad_norm: 6.5470 2020-10-02 23:32:43,023 - mmaction - INFO - Epoch [62][2420/2825] lr: 7.500e-04, eta: 1 day, 7:13:48, time: 1.060, data_time: 0.388, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.6238, loss: 1.6238, grad_norm: 6.5610 2020-10-02 23:33:04,421 - mmaction - INFO - Epoch [62][2440/2825] lr: 7.500e-04, eta: 1 day, 7:13:28, time: 1.071, data_time: 0.176, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8432, loss_cls: 1.5142, loss: 1.5142, grad_norm: 6.4331 2020-10-02 23:33:24,226 - mmaction - INFO - Epoch [62][2460/2825] lr: 7.500e-04, eta: 1 day, 7:13:06, time: 0.990, data_time: 0.014, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8346, loss_cls: 1.5635, loss: 1.5635, grad_norm: 6.4536 2020-10-02 23:33:44,439 - mmaction - INFO - Epoch [62][2480/2825] lr: 7.500e-04, eta: 1 day, 7:12:45, time: 1.011, data_time: 0.047, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8346, loss_cls: 1.5715, loss: 1.5715, grad_norm: 6.3962 2020-10-02 23:34:05,159 - mmaction - INFO - Epoch [62][2500/2825] lr: 7.500e-04, eta: 1 day, 7:12:24, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8380, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.3973 2020-10-02 23:34:26,030 - mmaction - INFO - Epoch [62][2520/2825] lr: 7.500e-04, eta: 1 day, 7:12:03, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8354, loss_cls: 1.5503, loss: 1.5503, grad_norm: 6.4353 2020-10-02 23:34:45,771 - mmaction - INFO - Epoch [62][2540/2825] lr: 7.500e-04, eta: 1 day, 7:11:42, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8375, loss_cls: 1.5773, loss: 1.5773, grad_norm: 6.5663 2020-10-02 23:35:06,964 - mmaction - INFO - Epoch [62][2560/2825] lr: 7.500e-04, eta: 1 day, 7:11:21, time: 1.062, data_time: 0.004, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8299, loss_cls: 1.5991, loss: 1.5991, grad_norm: 6.4976 2020-10-02 23:35:28,638 - mmaction - INFO - Epoch [62][2580/2825] lr: 7.500e-04, eta: 1 day, 7:11:01, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8286, loss_cls: 1.5744, loss: 1.5744, grad_norm: 6.3356 2020-10-02 23:35:48,208 - mmaction - INFO - Epoch [62][2600/2825] lr: 7.500e-04, eta: 1 day, 7:10:39, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8393, loss_cls: 1.5467, loss: 1.5467, grad_norm: 6.4228 2020-10-02 23:36:08,715 - mmaction - INFO - Epoch [62][2620/2825] lr: 7.500e-04, eta: 1 day, 7:10:18, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8302, loss_cls: 1.6038, loss: 1.6038, grad_norm: 6.4739 2020-10-02 23:36:30,037 - mmaction - INFO - Epoch [62][2640/2825] lr: 7.500e-04, eta: 1 day, 7:09:57, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8419, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.4568 2020-10-02 23:36:49,212 - mmaction - INFO - Epoch [62][2660/2825] lr: 7.500e-04, eta: 1 day, 7:09:35, time: 0.959, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8354, loss_cls: 1.5408, loss: 1.5408, grad_norm: 6.4328 2020-10-02 23:37:10,851 - mmaction - INFO - Epoch [62][2680/2825] lr: 7.500e-04, eta: 1 day, 7:09:15, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8255, loss_cls: 1.6117, loss: 1.6117, grad_norm: 6.6096 2020-10-02 23:37:30,806 - mmaction - INFO - Epoch [62][2700/2825] lr: 7.500e-04, eta: 1 day, 7:08:54, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8312, loss_cls: 1.5812, loss: 1.5812, grad_norm: 6.5424 2020-10-02 23:37:51,346 - mmaction - INFO - Epoch [62][2720/2825] lr: 7.500e-04, eta: 1 day, 7:08:33, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8375, loss_cls: 1.5333, loss: 1.5333, grad_norm: 6.4881 2020-10-02 23:38:13,785 - mmaction - INFO - Epoch [62][2740/2825] lr: 7.500e-04, eta: 1 day, 7:08:13, time: 1.121, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8203, loss_cls: 1.6231, loss: 1.6231, grad_norm: 6.4802 2020-10-02 23:38:32,381 - mmaction - INFO - Epoch [62][2760/2825] lr: 7.500e-04, eta: 1 day, 7:07:50, time: 0.930, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8320, loss_cls: 1.5794, loss: 1.5794, grad_norm: 6.4825 2020-10-02 23:38:53,464 - mmaction - INFO - Epoch [62][2780/2825] lr: 7.500e-04, eta: 1 day, 7:07:30, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8427, loss_cls: 1.5147, loss: 1.5147, grad_norm: 6.5310 2020-10-02 23:39:14,208 - mmaction - INFO - Epoch [62][2800/2825] lr: 7.500e-04, eta: 1 day, 7:07:09, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5637, loss: 1.5637, grad_norm: 6.5202 2020-10-02 23:39:35,723 - mmaction - INFO - Epoch [62][2820/2825] lr: 7.500e-04, eta: 1 day, 7:06:48, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8424, loss_cls: 1.5717, loss: 1.5717, grad_norm: 6.5194 2020-10-02 23:39:42,068 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-10-02 23:40:31,164 - mmaction - INFO - Epoch [63][20/2825] lr: 7.500e-04, eta: 1 day, 7:06:35, time: 2.377, data_time: 1.553, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8299, loss_cls: 1.5612, loss: 1.5612, grad_norm: 6.4006 2020-10-02 23:40:52,907 - mmaction - INFO - Epoch [63][40/2825] lr: 7.500e-04, eta: 1 day, 7:06:15, time: 1.087, data_time: 0.038, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8357, loss_cls: 1.5479, loss: 1.5479, grad_norm: 6.4655 2020-10-02 23:41:13,883 - mmaction - INFO - Epoch [63][60/2825] lr: 7.500e-04, eta: 1 day, 7:05:54, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8422, loss_cls: 1.5375, loss: 1.5375, grad_norm: 6.5163 2020-10-02 23:41:35,156 - mmaction - INFO - Epoch [63][80/2825] lr: 7.500e-04, eta: 1 day, 7:05:33, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8320, loss_cls: 1.5639, loss: 1.5639, grad_norm: 6.4215 2020-10-02 23:41:56,317 - mmaction - INFO - Epoch [63][100/2825] lr: 7.500e-04, eta: 1 day, 7:05:13, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8372, loss_cls: 1.5761, loss: 1.5761, grad_norm: 6.4969 2020-10-02 23:42:17,210 - mmaction - INFO - Epoch [63][120/2825] lr: 7.500e-04, eta: 1 day, 7:04:52, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8380, loss_cls: 1.5440, loss: 1.5440, grad_norm: 6.4265 2020-10-02 23:42:38,324 - mmaction - INFO - Epoch [63][140/2825] lr: 7.500e-04, eta: 1 day, 7:04:31, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8385, loss_cls: 1.5105, loss: 1.5105, grad_norm: 6.3825 2020-10-02 23:42:59,237 - mmaction - INFO - Epoch [63][160/2825] lr: 7.500e-04, eta: 1 day, 7:04:10, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8385, loss_cls: 1.5525, loss: 1.5525, grad_norm: 6.4436 2020-10-02 23:43:18,861 - mmaction - INFO - Epoch [63][180/2825] lr: 7.500e-04, eta: 1 day, 7:03:49, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8375, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.4464 2020-10-02 23:43:40,483 - mmaction - INFO - Epoch [63][200/2825] lr: 7.500e-04, eta: 1 day, 7:03:28, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8427, loss_cls: 1.5387, loss: 1.5387, grad_norm: 6.4917 2020-10-02 23:44:02,372 - mmaction - INFO - Epoch [63][220/2825] lr: 7.500e-04, eta: 1 day, 7:03:08, time: 1.094, data_time: 0.001, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8383, loss_cls: 1.5722, loss: 1.5722, grad_norm: 6.4532 2020-10-02 23:44:22,160 - mmaction - INFO - Epoch [63][240/2825] lr: 7.500e-04, eta: 1 day, 7:02:47, time: 0.990, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8383, loss_cls: 1.5491, loss: 1.5491, grad_norm: 6.4488 2020-10-02 23:44:43,963 - mmaction - INFO - Epoch [63][260/2825] lr: 7.500e-04, eta: 1 day, 7:02:26, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8380, loss_cls: 1.5369, loss: 1.5369, grad_norm: 6.3978 2020-10-02 23:45:05,251 - mmaction - INFO - Epoch [63][280/2825] lr: 7.500e-04, eta: 1 day, 7:02:06, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8281, loss_cls: 1.5881, loss: 1.5881, grad_norm: 6.5936 2020-10-02 23:45:25,433 - mmaction - INFO - Epoch [63][300/2825] lr: 7.500e-04, eta: 1 day, 7:01:44, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8388, loss_cls: 1.5455, loss: 1.5455, grad_norm: 6.4556 2020-10-02 23:45:47,420 - mmaction - INFO - Epoch [63][320/2825] lr: 7.500e-04, eta: 1 day, 7:01:24, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8443, loss_cls: 1.5229, loss: 1.5229, grad_norm: 6.4238 2020-10-02 23:46:09,461 - mmaction - INFO - Epoch [63][340/2825] lr: 7.500e-04, eta: 1 day, 7:01:04, time: 1.102, data_time: 0.003, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8357, loss_cls: 1.5734, loss: 1.5734, grad_norm: 6.4544 2020-10-02 23:46:30,618 - mmaction - INFO - Epoch [63][360/2825] lr: 7.500e-04, eta: 1 day, 7:00:43, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8349, loss_cls: 1.5800, loss: 1.5800, grad_norm: 6.6395 2020-10-02 23:46:51,052 - mmaction - INFO - Epoch [63][380/2825] lr: 7.500e-04, eta: 1 day, 7:00:22, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5720, loss: 1.5720, grad_norm: 6.4868 2020-10-02 23:47:12,443 - mmaction - INFO - Epoch [63][400/2825] lr: 7.500e-04, eta: 1 day, 7:00:02, time: 1.069, data_time: 0.007, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8326, loss_cls: 1.5520, loss: 1.5520, grad_norm: 6.4307 2020-10-02 23:47:32,974 - mmaction - INFO - Epoch [63][420/2825] lr: 7.500e-04, eta: 1 day, 6:59:41, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8307, loss_cls: 1.5629, loss: 1.5629, grad_norm: 6.4694 2020-10-02 23:47:54,250 - mmaction - INFO - Epoch [63][440/2825] lr: 7.500e-04, eta: 1 day, 6:59:20, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8307, loss_cls: 1.5828, loss: 1.5828, grad_norm: 6.4851 2020-10-02 23:48:16,302 - mmaction - INFO - Epoch [63][460/2825] lr: 7.500e-04, eta: 1 day, 6:59:00, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8378, loss_cls: 1.5480, loss: 1.5480, grad_norm: 6.4833 2020-10-02 23:48:35,513 - mmaction - INFO - Epoch [63][480/2825] lr: 7.500e-04, eta: 1 day, 6:58:38, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8255, loss_cls: 1.5853, loss: 1.5853, grad_norm: 6.4375 2020-10-02 23:48:56,854 - mmaction - INFO - Epoch [63][500/2825] lr: 7.500e-04, eta: 1 day, 6:58:17, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8404, loss_cls: 1.5333, loss: 1.5333, grad_norm: 6.3858 2020-10-02 23:49:18,461 - mmaction - INFO - Epoch [63][520/2825] lr: 7.500e-04, eta: 1 day, 6:57:57, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8263, loss_cls: 1.5882, loss: 1.5882, grad_norm: 6.3753 2020-10-02 23:49:38,356 - mmaction - INFO - Epoch [63][540/2825] lr: 7.500e-04, eta: 1 day, 6:57:35, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8271, loss_cls: 1.5964, loss: 1.5964, grad_norm: 6.5632 2020-10-02 23:50:00,581 - mmaction - INFO - Epoch [63][560/2825] lr: 7.500e-04, eta: 1 day, 6:57:15, time: 1.113, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8388, loss_cls: 1.5417, loss: 1.5417, grad_norm: 6.5101 2020-10-02 23:50:21,812 - mmaction - INFO - Epoch [63][580/2825] lr: 7.500e-04, eta: 1 day, 6:56:55, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8341, loss_cls: 1.5582, loss: 1.5582, grad_norm: 6.5148 2020-10-02 23:50:42,948 - mmaction - INFO - Epoch [63][600/2825] lr: 7.500e-04, eta: 1 day, 6:56:34, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.6163, loss: 1.6163, grad_norm: 6.5671 2020-10-02 23:51:05,240 - mmaction - INFO - Epoch [63][620/2825] lr: 7.500e-04, eta: 1 day, 6:56:14, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8328, loss_cls: 1.5561, loss: 1.5561, grad_norm: 6.5717 2020-10-02 23:51:26,259 - mmaction - INFO - Epoch [63][640/2825] lr: 7.500e-04, eta: 1 day, 6:55:53, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8388, loss_cls: 1.5223, loss: 1.5223, grad_norm: 6.3446 2020-10-02 23:51:46,950 - mmaction - INFO - Epoch [63][660/2825] lr: 7.500e-04, eta: 1 day, 6:55:32, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8281, loss_cls: 1.6034, loss: 1.6034, grad_norm: 6.5251 2020-10-02 23:52:07,946 - mmaction - INFO - Epoch [63][680/2825] lr: 7.500e-04, eta: 1 day, 6:55:11, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8307, loss_cls: 1.5565, loss: 1.5565, grad_norm: 6.4734 2020-10-02 23:52:28,495 - mmaction - INFO - Epoch [63][700/2825] lr: 7.500e-04, eta: 1 day, 6:54:50, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8357, loss_cls: 1.5728, loss: 1.5728, grad_norm: 6.6087 2020-10-02 23:52:48,890 - mmaction - INFO - Epoch [63][720/2825] lr: 7.500e-04, eta: 1 day, 6:54:29, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8294, loss_cls: 1.6104, loss: 1.6104, grad_norm: 6.7267 2020-10-02 23:53:10,278 - mmaction - INFO - Epoch [63][740/2825] lr: 7.500e-04, eta: 1 day, 6:54:09, time: 1.070, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8242, loss_cls: 1.5982, loss: 1.5982, grad_norm: 6.5331 2020-10-02 23:53:31,484 - mmaction - INFO - Epoch [63][760/2825] lr: 7.500e-04, eta: 1 day, 6:53:48, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8294, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.4357 2020-10-02 23:53:52,007 - mmaction - INFO - Epoch [63][780/2825] lr: 7.500e-04, eta: 1 day, 6:53:27, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8312, loss_cls: 1.6095, loss: 1.6095, grad_norm: 6.5597 2020-10-02 23:54:14,077 - mmaction - INFO - Epoch [63][800/2825] lr: 7.500e-04, eta: 1 day, 6:53:07, time: 1.102, data_time: 0.001, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8333, loss_cls: 1.5934, loss: 1.5934, grad_norm: 6.6435 2020-10-02 23:54:35,397 - mmaction - INFO - Epoch [63][820/2825] lr: 7.500e-04, eta: 1 day, 6:52:46, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8237, loss_cls: 1.6321, loss: 1.6321, grad_norm: 6.6604 2020-10-02 23:54:55,341 - mmaction - INFO - Epoch [63][840/2825] lr: 7.500e-04, eta: 1 day, 6:52:25, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8341, loss_cls: 1.5861, loss: 1.5861, grad_norm: 6.4712 2020-10-02 23:55:16,190 - mmaction - INFO - Epoch [63][860/2825] lr: 7.500e-04, eta: 1 day, 6:52:04, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8362, loss_cls: 1.5639, loss: 1.5639, grad_norm: 6.4921 2020-10-02 23:55:38,502 - mmaction - INFO - Epoch [63][880/2825] lr: 7.500e-04, eta: 1 day, 6:51:44, time: 1.117, data_time: 0.003, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8453, loss_cls: 1.5489, loss: 1.5489, grad_norm: 6.5034 2020-10-02 23:55:57,989 - mmaction - INFO - Epoch [63][900/2825] lr: 7.500e-04, eta: 1 day, 6:51:22, time: 0.974, data_time: 0.001, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8185, loss_cls: 1.6391, loss: 1.6391, grad_norm: 6.5011 2020-10-02 23:56:20,011 - mmaction - INFO - Epoch [63][920/2825] lr: 7.500e-04, eta: 1 day, 6:51:02, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8440, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.4035 2020-10-02 23:56:41,090 - mmaction - INFO - Epoch [63][940/2825] lr: 7.500e-04, eta: 1 day, 6:50:41, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8258, loss_cls: 1.6240, loss: 1.6240, grad_norm: 6.6229 2020-10-02 23:57:00,899 - mmaction - INFO - Epoch [63][960/2825] lr: 7.500e-04, eta: 1 day, 6:50:20, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8375, loss_cls: 1.5588, loss: 1.5588, grad_norm: 6.5510 2020-10-02 23:57:21,921 - mmaction - INFO - Epoch [63][980/2825] lr: 7.500e-04, eta: 1 day, 6:49:59, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8260, loss_cls: 1.6100, loss: 1.6100, grad_norm: 6.4501 2020-10-02 23:57:42,820 - mmaction - INFO - Epoch [63][1000/2825] lr: 7.500e-04, eta: 1 day, 6:49:38, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8328, loss_cls: 1.5865, loss: 1.5865, grad_norm: 6.3465 2020-10-02 23:58:02,899 - mmaction - INFO - Epoch [63][1020/2825] lr: 7.500e-04, eta: 1 day, 6:49:17, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8354, loss_cls: 1.5741, loss: 1.5741, grad_norm: 6.4877 2020-10-02 23:58:25,192 - mmaction - INFO - Epoch [63][1040/2825] lr: 7.500e-04, eta: 1 day, 6:48:57, time: 1.116, data_time: 0.003, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8357, loss_cls: 1.5674, loss: 1.5674, grad_norm: 6.5071 2020-10-02 23:58:46,491 - mmaction - INFO - Epoch [63][1060/2825] lr: 7.500e-04, eta: 1 day, 6:48:36, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8336, loss_cls: 1.5556, loss: 1.5556, grad_norm: 6.4177 2020-10-02 23:59:07,352 - mmaction - INFO - Epoch [63][1080/2825] lr: 7.500e-04, eta: 1 day, 6:48:15, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8307, loss_cls: 1.5938, loss: 1.5938, grad_norm: 6.5264 2020-10-02 23:59:29,250 - mmaction - INFO - Epoch [63][1100/2825] lr: 7.500e-04, eta: 1 day, 6:47:55, time: 1.097, data_time: 0.004, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8367, loss_cls: 1.5416, loss: 1.5416, grad_norm: 6.4615 2020-10-02 23:59:50,336 - mmaction - INFO - Epoch [63][1120/2825] lr: 7.500e-04, eta: 1 day, 6:47:34, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8365, loss_cls: 1.5744, loss: 1.5744, grad_norm: 6.5331 2020-10-03 00:00:11,530 - mmaction - INFO - Epoch [63][1140/2825] lr: 7.500e-04, eta: 1 day, 6:47:14, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6086, top5_acc: 0.8268, loss_cls: 1.6235, loss: 1.6235, grad_norm: 6.6402 2020-10-03 00:00:33,214 - mmaction - INFO - Epoch [63][1160/2825] lr: 7.500e-04, eta: 1 day, 6:46:53, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8336, loss_cls: 1.5894, loss: 1.5894, grad_norm: 6.4807 2020-10-03 00:00:54,499 - mmaction - INFO - Epoch [63][1180/2825] lr: 7.500e-04, eta: 1 day, 6:46:33, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8263, loss_cls: 1.6040, loss: 1.6040, grad_norm: 6.6352 2020-10-03 00:01:14,395 - mmaction - INFO - Epoch [63][1200/2825] lr: 7.500e-04, eta: 1 day, 6:46:11, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8409, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.6379 2020-10-03 00:01:36,720 - mmaction - INFO - Epoch [63][1220/2825] lr: 7.500e-04, eta: 1 day, 6:45:51, time: 1.117, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8294, loss_cls: 1.6033, loss: 1.6033, grad_norm: 6.6190 2020-10-03 00:01:58,306 - mmaction - INFO - Epoch [63][1240/2825] lr: 7.500e-04, eta: 1 day, 6:45:31, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8398, loss_cls: 1.5121, loss: 1.5121, grad_norm: 6.2579 2020-10-03 00:02:18,491 - mmaction - INFO - Epoch [63][1260/2825] lr: 7.500e-04, eta: 1 day, 6:45:09, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8286, loss_cls: 1.5826, loss: 1.5826, grad_norm: 6.6543 2020-10-03 00:02:39,924 - mmaction - INFO - Epoch [63][1280/2825] lr: 7.500e-04, eta: 1 day, 6:44:49, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8336, loss_cls: 1.5820, loss: 1.5820, grad_norm: 6.4673 2020-10-03 00:03:01,202 - mmaction - INFO - Epoch [63][1300/2825] lr: 7.500e-04, eta: 1 day, 6:44:28, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8318, loss_cls: 1.5705, loss: 1.5705, grad_norm: 6.5970 2020-10-03 00:03:22,157 - mmaction - INFO - Epoch [63][1320/2825] lr: 7.500e-04, eta: 1 day, 6:44:07, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8299, loss_cls: 1.5910, loss: 1.5910, grad_norm: 6.6260 2020-10-03 00:03:42,853 - mmaction - INFO - Epoch [63][1340/2825] lr: 7.500e-04, eta: 1 day, 6:43:46, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8318, loss_cls: 1.6059, loss: 1.6059, grad_norm: 6.5269 2020-10-03 00:04:04,742 - mmaction - INFO - Epoch [63][1360/2825] lr: 7.500e-04, eta: 1 day, 6:43:26, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8279, loss_cls: 1.5722, loss: 1.5722, grad_norm: 6.5085 2020-10-03 00:04:25,432 - mmaction - INFO - Epoch [63][1380/2825] lr: 7.500e-04, eta: 1 day, 6:43:05, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8268, loss_cls: 1.5959, loss: 1.5959, grad_norm: 6.6006 2020-10-03 00:04:46,760 - mmaction - INFO - Epoch [63][1400/2825] lr: 7.500e-04, eta: 1 day, 6:42:45, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8396, loss_cls: 1.5470, loss: 1.5470, grad_norm: 6.3826 2020-10-03 00:05:07,397 - mmaction - INFO - Epoch [63][1420/2825] lr: 7.500e-04, eta: 1 day, 6:42:24, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8255, loss_cls: 1.6373, loss: 1.6373, grad_norm: 6.6053 2020-10-03 00:05:26,962 - mmaction - INFO - Epoch [63][1440/2825] lr: 7.500e-04, eta: 1 day, 6:42:02, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8409, loss_cls: 1.5443, loss: 1.5443, grad_norm: 6.4460 2020-10-03 00:05:49,178 - mmaction - INFO - Epoch [63][1460/2825] lr: 7.500e-04, eta: 1 day, 6:41:42, time: 1.111, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8383, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.3775 2020-10-03 00:06:10,357 - mmaction - INFO - Epoch [63][1480/2825] lr: 7.500e-04, eta: 1 day, 6:41:21, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8435, loss_cls: 1.5365, loss: 1.5365, grad_norm: 6.5459 2020-10-03 00:06:31,110 - mmaction - INFO - Epoch [63][1500/2825] lr: 7.500e-04, eta: 1 day, 6:41:00, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8302, loss_cls: 1.5765, loss: 1.5765, grad_norm: 6.4623 2020-10-03 00:06:51,797 - mmaction - INFO - Epoch [63][1520/2825] lr: 7.500e-04, eta: 1 day, 6:40:39, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8336, loss_cls: 1.5622, loss: 1.5622, grad_norm: 6.5436 2020-10-03 00:07:13,622 - mmaction - INFO - Epoch [63][1540/2825] lr: 7.500e-04, eta: 1 day, 6:40:19, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8352, loss_cls: 1.5757, loss: 1.5757, grad_norm: 6.5770 2020-10-03 00:07:33,672 - mmaction - INFO - Epoch [63][1560/2825] lr: 7.500e-04, eta: 1 day, 6:39:58, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8331, loss_cls: 1.5560, loss: 1.5560, grad_norm: 6.4727 2020-10-03 00:07:55,674 - mmaction - INFO - Epoch [63][1580/2825] lr: 7.500e-04, eta: 1 day, 6:39:37, time: 1.099, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5802, loss: 1.5802, grad_norm: 6.5842 2020-10-03 00:08:17,380 - mmaction - INFO - Epoch [63][1600/2825] lr: 7.500e-04, eta: 1 day, 6:39:17, time: 1.086, data_time: 0.003, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8302, loss_cls: 1.5974, loss: 1.5974, grad_norm: 6.6331 2020-10-03 00:08:36,603 - mmaction - INFO - Epoch [63][1620/2825] lr: 7.500e-04, eta: 1 day, 6:38:55, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8362, loss_cls: 1.5507, loss: 1.5507, grad_norm: 6.4576 2020-10-03 00:08:57,700 - mmaction - INFO - Epoch [63][1640/2825] lr: 7.500e-04, eta: 1 day, 6:38:34, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8427, loss_cls: 1.5301, loss: 1.5301, grad_norm: 6.4400 2020-10-03 00:09:18,236 - mmaction - INFO - Epoch [63][1660/2825] lr: 7.500e-04, eta: 1 day, 6:38:13, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8414, loss_cls: 1.5264, loss: 1.5264, grad_norm: 6.4364 2020-10-03 00:09:38,138 - mmaction - INFO - Epoch [63][1680/2825] lr: 7.500e-04, eta: 1 day, 6:37:52, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5537, loss: 1.5537, grad_norm: 6.6056 2020-10-03 00:09:59,254 - mmaction - INFO - Epoch [63][1700/2825] lr: 7.500e-04, eta: 1 day, 6:37:31, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8357, loss_cls: 1.5922, loss: 1.5922, grad_norm: 6.6132 2020-10-03 00:10:20,339 - mmaction - INFO - Epoch [63][1720/2825] lr: 7.500e-04, eta: 1 day, 6:37:10, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8357, loss_cls: 1.5405, loss: 1.5405, grad_norm: 6.3787 2020-10-03 00:10:40,317 - mmaction - INFO - Epoch [63][1740/2825] lr: 7.500e-04, eta: 1 day, 6:36:49, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8404, loss_cls: 1.5475, loss: 1.5475, grad_norm: 6.4488 2020-10-03 00:11:01,258 - mmaction - INFO - Epoch [63][1760/2825] lr: 7.500e-04, eta: 1 day, 6:36:28, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8430, loss_cls: 1.5316, loss: 1.5316, grad_norm: 6.3974 2020-10-03 00:11:23,646 - mmaction - INFO - Epoch [63][1780/2825] lr: 7.500e-04, eta: 1 day, 6:36:08, time: 1.120, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8292, loss_cls: 1.5891, loss: 1.5891, grad_norm: 6.4942 2020-10-03 00:11:44,297 - mmaction - INFO - Epoch [63][1800/2825] lr: 7.500e-04, eta: 1 day, 6:35:47, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8292, loss_cls: 1.5522, loss: 1.5522, grad_norm: 6.5576 2020-10-03 00:12:06,344 - mmaction - INFO - Epoch [63][1820/2825] lr: 7.500e-04, eta: 1 day, 6:35:27, time: 1.102, data_time: 0.003, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8245, loss_cls: 1.6468, loss: 1.6468, grad_norm: 6.6105 2020-10-03 00:12:28,182 - mmaction - INFO - Epoch [63][1840/2825] lr: 7.500e-04, eta: 1 day, 6:35:07, time: 1.093, data_time: 0.003, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5740, loss: 1.5740, grad_norm: 6.5217 2020-10-03 00:12:48,514 - mmaction - INFO - Epoch [63][1860/2825] lr: 7.500e-04, eta: 1 day, 6:34:46, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8247, loss_cls: 1.6034, loss: 1.6034, grad_norm: 6.4886 2020-10-03 00:13:08,869 - mmaction - INFO - Epoch [63][1880/2825] lr: 7.500e-04, eta: 1 day, 6:34:24, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8237, loss_cls: 1.6359, loss: 1.6359, grad_norm: 6.7226 2020-10-03 00:13:30,061 - mmaction - INFO - Epoch [63][1900/2825] lr: 7.500e-04, eta: 1 day, 6:34:04, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8310, loss_cls: 1.5741, loss: 1.5741, grad_norm: 6.6476 2020-10-03 00:13:49,888 - mmaction - INFO - Epoch [63][1920/2825] lr: 7.500e-04, eta: 1 day, 6:33:42, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8344, loss_cls: 1.5497, loss: 1.5497, grad_norm: 6.3677 2020-10-03 00:14:11,240 - mmaction - INFO - Epoch [63][1940/2825] lr: 7.500e-04, eta: 1 day, 6:33:22, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8357, loss_cls: 1.5691, loss: 1.5691, grad_norm: 6.4805 2020-10-03 00:14:33,268 - mmaction - INFO - Epoch [63][1960/2825] lr: 7.500e-04, eta: 1 day, 6:33:01, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8302, loss_cls: 1.5686, loss: 1.5686, grad_norm: 6.4419 2020-10-03 00:14:53,625 - mmaction - INFO - Epoch [63][1980/2825] lr: 7.500e-04, eta: 1 day, 6:32:40, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8359, loss_cls: 1.5702, loss: 1.5702, grad_norm: 6.5490 2020-10-03 00:15:14,870 - mmaction - INFO - Epoch [63][2000/2825] lr: 7.500e-04, eta: 1 day, 6:32:20, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8352, loss_cls: 1.5767, loss: 1.5767, grad_norm: 6.5766 2020-10-03 00:15:37,287 - mmaction - INFO - Epoch [63][2020/2825] lr: 7.500e-04, eta: 1 day, 6:32:00, time: 1.120, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8331, loss_cls: 1.5777, loss: 1.5777, grad_norm: 6.4313 2020-10-03 00:15:58,167 - mmaction - INFO - Epoch [63][2040/2825] lr: 7.500e-04, eta: 1 day, 6:31:39, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8456, loss_cls: 1.5232, loss: 1.5232, grad_norm: 6.5590 2020-10-03 00:16:19,988 - mmaction - INFO - Epoch [63][2060/2825] lr: 7.500e-04, eta: 1 day, 6:31:19, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5747, loss: 1.5747, grad_norm: 6.3868 2020-10-03 00:16:40,592 - mmaction - INFO - Epoch [63][2080/2825] lr: 7.500e-04, eta: 1 day, 6:30:57, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5444, loss: 1.5444, grad_norm: 6.4896 2020-10-03 00:17:00,368 - mmaction - INFO - Epoch [63][2100/2825] lr: 7.500e-04, eta: 1 day, 6:30:36, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8260, loss_cls: 1.6244, loss: 1.6244, grad_norm: 6.6110 2020-10-03 00:17:22,438 - mmaction - INFO - Epoch [63][2120/2825] lr: 7.500e-04, eta: 1 day, 6:30:16, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8346, loss_cls: 1.5684, loss: 1.5684, grad_norm: 6.5098 2020-10-03 00:17:44,451 - mmaction - INFO - Epoch [63][2140/2825] lr: 7.500e-04, eta: 1 day, 6:29:56, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8357, loss_cls: 1.5820, loss: 1.5820, grad_norm: 6.5251 2020-10-03 00:18:05,238 - mmaction - INFO - Epoch [63][2160/2825] lr: 7.500e-04, eta: 1 day, 6:29:35, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8505, loss_cls: 1.4984, loss: 1.4984, grad_norm: 6.4514 2020-10-03 00:18:26,626 - mmaction - INFO - Epoch [63][2180/2825] lr: 7.500e-04, eta: 1 day, 6:29:14, time: 1.070, data_time: 0.003, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8297, loss_cls: 1.6033, loss: 1.6033, grad_norm: 6.6108 2020-10-03 00:18:48,886 - mmaction - INFO - Epoch [63][2200/2825] lr: 7.500e-04, eta: 1 day, 6:28:54, time: 1.113, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8443, loss_cls: 1.5392, loss: 1.5392, grad_norm: 6.4372 2020-10-03 00:19:07,960 - mmaction - INFO - Epoch [63][2220/2825] lr: 7.500e-04, eta: 1 day, 6:28:32, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8284, loss_cls: 1.6053, loss: 1.6053, grad_norm: 6.5554 2020-10-03 00:19:29,179 - mmaction - INFO - Epoch [63][2240/2825] lr: 7.500e-04, eta: 1 day, 6:28:11, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8430, loss_cls: 1.5054, loss: 1.5054, grad_norm: 6.3167 2020-10-03 00:19:50,931 - mmaction - INFO - Epoch [63][2260/2825] lr: 7.500e-04, eta: 1 day, 6:27:51, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8310, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.5904 2020-10-03 00:20:11,295 - mmaction - INFO - Epoch [63][2280/2825] lr: 7.500e-04, eta: 1 day, 6:27:30, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8284, loss_cls: 1.5658, loss: 1.5658, grad_norm: 6.4447 2020-10-03 00:20:31,455 - mmaction - INFO - Epoch [63][2300/2825] lr: 7.500e-04, eta: 1 day, 6:27:09, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8380, loss_cls: 1.5360, loss: 1.5360, grad_norm: 6.4318 2020-10-03 00:20:53,433 - mmaction - INFO - Epoch [63][2320/2825] lr: 7.500e-04, eta: 1 day, 6:26:48, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8307, loss_cls: 1.5732, loss: 1.5732, grad_norm: 6.5711 2020-10-03 00:21:13,653 - mmaction - INFO - Epoch [63][2340/2825] lr: 7.500e-04, eta: 1 day, 6:26:27, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8292, loss_cls: 1.5943, loss: 1.5943, grad_norm: 6.5788 2020-10-03 00:21:35,569 - mmaction - INFO - Epoch [63][2360/2825] lr: 7.500e-04, eta: 1 day, 6:26:07, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8393, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.6039 2020-10-03 00:21:57,461 - mmaction - INFO - Epoch [63][2380/2825] lr: 7.500e-04, eta: 1 day, 6:25:47, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8289, loss_cls: 1.5703, loss: 1.5703, grad_norm: 6.5426 2020-10-03 00:22:17,886 - mmaction - INFO - Epoch [63][2400/2825] lr: 7.500e-04, eta: 1 day, 6:25:26, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8331, loss_cls: 1.6132, loss: 1.6132, grad_norm: 6.7158 2020-10-03 00:22:39,159 - mmaction - INFO - Epoch [63][2420/2825] lr: 7.500e-04, eta: 1 day, 6:25:05, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.6059, loss: 1.6059, grad_norm: 6.5579 2020-10-03 00:23:00,038 - mmaction - INFO - Epoch [63][2440/2825] lr: 7.500e-04, eta: 1 day, 6:24:44, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8323, loss_cls: 1.5588, loss: 1.5588, grad_norm: 6.4372 2020-10-03 00:23:21,171 - mmaction - INFO - Epoch [63][2460/2825] lr: 7.500e-04, eta: 1 day, 6:24:23, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8206, loss_cls: 1.6414, loss: 1.6414, grad_norm: 6.4906 2020-10-03 00:23:43,035 - mmaction - INFO - Epoch [63][2480/2825] lr: 7.500e-04, eta: 1 day, 6:24:03, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8359, loss_cls: 1.5647, loss: 1.5647, grad_norm: 6.6200 2020-10-03 00:24:03,471 - mmaction - INFO - Epoch [63][2500/2825] lr: 7.500e-04, eta: 1 day, 6:23:42, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8380, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.4875 2020-10-03 00:24:23,929 - mmaction - INFO - Epoch [63][2520/2825] lr: 7.500e-04, eta: 1 day, 6:23:21, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8404, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.5041 2020-10-03 00:24:45,904 - mmaction - INFO - Epoch [63][2540/2825] lr: 7.500e-04, eta: 1 day, 6:23:01, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8349, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.6384 2020-10-03 00:25:07,678 - mmaction - INFO - Epoch [63][2560/2825] lr: 7.500e-04, eta: 1 day, 6:22:40, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8305, loss_cls: 1.5821, loss: 1.5821, grad_norm: 6.5603 2020-10-03 00:25:27,869 - mmaction - INFO - Epoch [63][2580/2825] lr: 7.500e-04, eta: 1 day, 6:22:19, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8396, loss_cls: 1.5320, loss: 1.5320, grad_norm: 6.3644 2020-10-03 00:25:49,080 - mmaction - INFO - Epoch [63][2600/2825] lr: 7.500e-04, eta: 1 day, 6:21:58, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8393, loss_cls: 1.5330, loss: 1.5330, grad_norm: 6.4291 2020-10-03 00:26:08,990 - mmaction - INFO - Epoch [63][2620/2825] lr: 7.500e-04, eta: 1 day, 6:21:37, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8271, loss_cls: 1.5874, loss: 1.5874, grad_norm: 6.6301 2020-10-03 00:26:29,539 - mmaction - INFO - Epoch [63][2640/2825] lr: 7.500e-04, eta: 1 day, 6:21:16, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8357, loss_cls: 1.6001, loss: 1.6001, grad_norm: 6.6540 2020-10-03 00:26:51,340 - mmaction - INFO - Epoch [63][2660/2825] lr: 7.500e-04, eta: 1 day, 6:20:55, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8346, loss_cls: 1.5660, loss: 1.5660, grad_norm: 6.5012 2020-10-03 00:27:11,947 - mmaction - INFO - Epoch [63][2680/2825] lr: 7.500e-04, eta: 1 day, 6:20:34, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8380, loss_cls: 1.5636, loss: 1.5636, grad_norm: 6.5220 2020-10-03 00:27:32,104 - mmaction - INFO - Epoch [63][2700/2825] lr: 7.500e-04, eta: 1 day, 6:20:13, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8297, loss_cls: 1.5731, loss: 1.5731, grad_norm: 6.6333 2020-10-03 00:27:52,113 - mmaction - INFO - Epoch [63][2720/2825] lr: 7.500e-04, eta: 1 day, 6:19:52, time: 1.001, data_time: 0.016, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8443, loss_cls: 1.4955, loss: 1.4955, grad_norm: 6.5635 2020-10-03 00:28:13,728 - mmaction - INFO - Epoch [63][2740/2825] lr: 7.500e-04, eta: 1 day, 6:19:31, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6120, top5_acc: 0.8263, loss_cls: 1.6395, loss: 1.6395, grad_norm: 6.6933 2020-10-03 00:28:33,474 - mmaction - INFO - Epoch [63][2760/2825] lr: 7.500e-04, eta: 1 day, 6:19:10, time: 0.988, data_time: 0.003, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8260, loss_cls: 1.5988, loss: 1.5988, grad_norm: 6.6041 2020-10-03 00:28:55,030 - mmaction - INFO - Epoch [63][2780/2825] lr: 7.500e-04, eta: 1 day, 6:18:49, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8255, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.6578 2020-10-03 00:29:16,985 - mmaction - INFO - Epoch [63][2800/2825] lr: 7.500e-04, eta: 1 day, 6:18:29, time: 1.097, data_time: 0.001, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8286, loss_cls: 1.6066, loss: 1.6066, grad_norm: 6.4833 2020-10-03 00:29:37,168 - mmaction - INFO - Epoch [63][2820/2825] lr: 7.500e-04, eta: 1 day, 6:18:08, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6125, top5_acc: 0.8263, loss_cls: 1.6211, loss: 1.6211, grad_norm: 6.5330 2020-10-03 00:29:44,637 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-10-03 00:30:33,743 - mmaction - INFO - Epoch [64][20/2825] lr: 7.500e-04, eta: 1 day, 6:17:55, time: 2.418, data_time: 1.374, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8297, loss_cls: 1.5976, loss: 1.5976, grad_norm: 6.5590 2020-10-03 00:30:55,003 - mmaction - INFO - Epoch [64][40/2825] lr: 7.500e-04, eta: 1 day, 6:17:34, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.6057, loss: 1.6057, grad_norm: 6.7077 2020-10-03 00:31:14,663 - mmaction - INFO - Epoch [64][60/2825] lr: 7.500e-04, eta: 1 day, 6:17:13, time: 0.982, data_time: 0.064, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.5368, loss: 1.5368, grad_norm: 6.5932 2020-10-03 00:31:35,756 - mmaction - INFO - Epoch [64][80/2825] lr: 7.500e-04, eta: 1 day, 6:16:52, time: 1.054, data_time: 0.039, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5683, loss: 1.5683, grad_norm: 6.5843 2020-10-03 00:31:56,416 - mmaction - INFO - Epoch [64][100/2825] lr: 7.500e-04, eta: 1 day, 6:16:31, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8297, loss_cls: 1.5847, loss: 1.5847, grad_norm: 6.5007 2020-10-03 00:32:16,007 - mmaction - INFO - Epoch [64][120/2825] lr: 7.500e-04, eta: 1 day, 6:16:09, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8427, loss_cls: 1.5276, loss: 1.5276, grad_norm: 6.4398 2020-10-03 00:32:36,972 - mmaction - INFO - Epoch [64][140/2825] lr: 7.500e-04, eta: 1 day, 6:15:48, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8260, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.5950 2020-10-03 00:32:58,468 - mmaction - INFO - Epoch [64][160/2825] lr: 7.500e-04, eta: 1 day, 6:15:28, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8255, loss_cls: 1.6211, loss: 1.6211, grad_norm: 6.4775 2020-10-03 00:33:18,961 - mmaction - INFO - Epoch [64][180/2825] lr: 7.500e-04, eta: 1 day, 6:15:07, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8357, loss_cls: 1.5979, loss: 1.5979, grad_norm: 6.6656 2020-10-03 00:33:40,031 - mmaction - INFO - Epoch [64][200/2825] lr: 7.500e-04, eta: 1 day, 6:14:46, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8318, loss_cls: 1.5604, loss: 1.5604, grad_norm: 6.5465 2020-10-03 00:34:00,324 - mmaction - INFO - Epoch [64][220/2825] lr: 7.500e-04, eta: 1 day, 6:14:25, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8323, loss_cls: 1.5848, loss: 1.5848, grad_norm: 6.5905 2020-10-03 00:34:21,061 - mmaction - INFO - Epoch [64][240/2825] lr: 7.500e-04, eta: 1 day, 6:14:04, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8372, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.5013 2020-10-03 00:34:41,965 - mmaction - INFO - Epoch [64][260/2825] lr: 7.500e-04, eta: 1 day, 6:13:43, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8419, loss_cls: 1.5408, loss: 1.5408, grad_norm: 6.6145 2020-10-03 00:35:02,534 - mmaction - INFO - Epoch [64][280/2825] lr: 7.500e-04, eta: 1 day, 6:13:22, time: 1.029, data_time: 0.007, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8432, loss_cls: 1.5244, loss: 1.5244, grad_norm: 6.4670 2020-10-03 00:35:23,505 - mmaction - INFO - Epoch [64][300/2825] lr: 7.500e-04, eta: 1 day, 6:13:01, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8435, loss_cls: 1.5528, loss: 1.5528, grad_norm: 6.4540 2020-10-03 00:35:44,230 - mmaction - INFO - Epoch [64][320/2825] lr: 7.500e-04, eta: 1 day, 6:12:40, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8286, loss_cls: 1.5740, loss: 1.5740, grad_norm: 6.5893 2020-10-03 00:36:05,784 - mmaction - INFO - Epoch [64][340/2825] lr: 7.500e-04, eta: 1 day, 6:12:20, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8258, loss_cls: 1.5848, loss: 1.5848, grad_norm: 6.4931 2020-10-03 00:36:26,333 - mmaction - INFO - Epoch [64][360/2825] lr: 7.500e-04, eta: 1 day, 6:11:59, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8396, loss_cls: 1.5555, loss: 1.5555, grad_norm: 6.5270 2020-10-03 00:36:46,932 - mmaction - INFO - Epoch [64][380/2825] lr: 7.500e-04, eta: 1 day, 6:11:38, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8422, loss_cls: 1.5600, loss: 1.5600, grad_norm: 6.5302 2020-10-03 00:37:07,860 - mmaction - INFO - Epoch [64][400/2825] lr: 7.500e-04, eta: 1 day, 6:11:17, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8260, loss_cls: 1.5791, loss: 1.5791, grad_norm: 6.5687 2020-10-03 00:37:28,677 - mmaction - INFO - Epoch [64][420/2825] lr: 7.500e-04, eta: 1 day, 6:10:56, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8292, loss_cls: 1.5868, loss: 1.5868, grad_norm: 6.6276 2020-10-03 00:37:50,272 - mmaction - INFO - Epoch [64][440/2825] lr: 7.500e-04, eta: 1 day, 6:10:35, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8401, loss_cls: 1.5510, loss: 1.5510, grad_norm: 6.4821 2020-10-03 00:38:09,721 - mmaction - INFO - Epoch [64][460/2825] lr: 7.500e-04, eta: 1 day, 6:10:14, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8333, loss_cls: 1.5827, loss: 1.5827, grad_norm: 6.5808 2020-10-03 00:38:30,911 - mmaction - INFO - Epoch [64][480/2825] lr: 7.500e-04, eta: 1 day, 6:09:53, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8427, loss_cls: 1.5093, loss: 1.5093, grad_norm: 6.4584 2020-10-03 00:38:50,860 - mmaction - INFO - Epoch [64][500/2825] lr: 7.500e-04, eta: 1 day, 6:09:32, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8383, loss_cls: 1.5653, loss: 1.5653, grad_norm: 6.5914 2020-10-03 00:39:12,753 - mmaction - INFO - Epoch [64][520/2825] lr: 7.500e-04, eta: 1 day, 6:09:11, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5578, loss: 1.5578, grad_norm: 6.5132 2020-10-03 00:39:32,951 - mmaction - INFO - Epoch [64][540/2825] lr: 7.500e-04, eta: 1 day, 6:08:50, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8427, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.4362 2020-10-03 00:39:53,751 - mmaction - INFO - Epoch [64][560/2825] lr: 7.500e-04, eta: 1 day, 6:08:29, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8224, loss_cls: 1.6237, loss: 1.6237, grad_norm: 6.6163 2020-10-03 00:40:15,135 - mmaction - INFO - Epoch [64][580/2825] lr: 7.500e-04, eta: 1 day, 6:08:08, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8437, loss_cls: 1.5186, loss: 1.5186, grad_norm: 6.3536 2020-10-03 00:40:35,365 - mmaction - INFO - Epoch [64][600/2825] lr: 7.500e-04, eta: 1 day, 6:07:47, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8326, loss_cls: 1.5699, loss: 1.5699, grad_norm: 6.4672 2020-10-03 00:40:57,349 - mmaction - INFO - Epoch [64][620/2825] lr: 7.500e-04, eta: 1 day, 6:07:27, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8357, loss_cls: 1.5722, loss: 1.5722, grad_norm: 6.6104 2020-10-03 00:41:17,828 - mmaction - INFO - Epoch [64][640/2825] lr: 7.500e-04, eta: 1 day, 6:07:06, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8378, loss_cls: 1.5689, loss: 1.5689, grad_norm: 6.5817 2020-10-03 00:41:37,340 - mmaction - INFO - Epoch [64][660/2825] lr: 7.500e-04, eta: 1 day, 6:06:44, time: 0.975, data_time: 0.004, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8326, loss_cls: 1.5712, loss: 1.5712, grad_norm: 6.6412 2020-10-03 00:41:58,889 - mmaction - INFO - Epoch [64][680/2825] lr: 7.500e-04, eta: 1 day, 6:06:24, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5930, loss: 1.5930, grad_norm: 6.5584 2020-10-03 00:42:19,898 - mmaction - INFO - Epoch [64][700/2825] lr: 7.500e-04, eta: 1 day, 6:06:03, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8292, loss_cls: 1.5709, loss: 1.5709, grad_norm: 6.5097 2020-10-03 00:42:39,862 - mmaction - INFO - Epoch [64][720/2825] lr: 7.500e-04, eta: 1 day, 6:05:42, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8305, loss_cls: 1.5956, loss: 1.5956, grad_norm: 6.5411 2020-10-03 00:43:01,611 - mmaction - INFO - Epoch [64][740/2825] lr: 7.500e-04, eta: 1 day, 6:05:21, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.5217, loss: 1.5217, grad_norm: 6.5644 2020-10-03 00:43:21,523 - mmaction - INFO - Epoch [64][760/2825] lr: 7.500e-04, eta: 1 day, 6:05:00, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8357, loss_cls: 1.5809, loss: 1.5809, grad_norm: 6.5430 2020-10-03 00:43:41,132 - mmaction - INFO - Epoch [64][780/2825] lr: 7.500e-04, eta: 1 day, 6:04:38, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8323, loss_cls: 1.5811, loss: 1.5811, grad_norm: 6.5587 2020-10-03 00:44:02,476 - mmaction - INFO - Epoch [64][800/2825] lr: 7.500e-04, eta: 1 day, 6:04:18, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8448, loss_cls: 1.5168, loss: 1.5168, grad_norm: 6.4994 2020-10-03 00:44:22,465 - mmaction - INFO - Epoch [64][820/2825] lr: 7.500e-04, eta: 1 day, 6:03:56, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8349, loss_cls: 1.5227, loss: 1.5227, grad_norm: 6.4323 2020-10-03 00:44:42,826 - mmaction - INFO - Epoch [64][840/2825] lr: 7.500e-04, eta: 1 day, 6:03:35, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8302, loss_cls: 1.5819, loss: 1.5819, grad_norm: 6.5596 2020-10-03 00:45:04,474 - mmaction - INFO - Epoch [64][860/2825] lr: 7.500e-04, eta: 1 day, 6:03:15, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8271, loss_cls: 1.5910, loss: 1.5910, grad_norm: 6.5887 2020-10-03 00:45:24,990 - mmaction - INFO - Epoch [64][880/2825] lr: 7.500e-04, eta: 1 day, 6:02:53, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8302, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.4432 2020-10-03 00:45:45,607 - mmaction - INFO - Epoch [64][900/2825] lr: 7.500e-04, eta: 1 day, 6:02:32, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8299, loss_cls: 1.5539, loss: 1.5539, grad_norm: 6.5066 2020-10-03 00:46:06,071 - mmaction - INFO - Epoch [64][920/2825] lr: 7.500e-04, eta: 1 day, 6:02:11, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.5512 2020-10-03 00:46:26,204 - mmaction - INFO - Epoch [64][940/2825] lr: 7.500e-04, eta: 1 day, 6:01:50, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8292, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.5471 2020-10-03 00:46:47,305 - mmaction - INFO - Epoch [64][960/2825] lr: 7.500e-04, eta: 1 day, 6:01:29, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8349, loss_cls: 1.5692, loss: 1.5692, grad_norm: 6.5993 2020-10-03 00:47:06,927 - mmaction - INFO - Epoch [64][980/2825] lr: 7.500e-04, eta: 1 day, 6:01:08, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8299, loss_cls: 1.6066, loss: 1.6066, grad_norm: 6.6887 2020-10-03 00:47:28,851 - mmaction - INFO - Epoch [64][1000/2825] lr: 7.500e-04, eta: 1 day, 6:00:47, time: 1.096, data_time: 0.101, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8370, loss_cls: 1.5760, loss: 1.5760, grad_norm: 6.5085 2020-10-03 00:47:48,958 - mmaction - INFO - Epoch [64][1020/2825] lr: 7.500e-04, eta: 1 day, 6:00:26, time: 1.005, data_time: 0.387, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8380, loss_cls: 1.5504, loss: 1.5504, grad_norm: 6.5482 2020-10-03 00:48:09,402 - mmaction - INFO - Epoch [64][1040/2825] lr: 7.500e-04, eta: 1 day, 6:00:05, time: 1.023, data_time: 0.285, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8401, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.3917 2020-10-03 00:48:31,059 - mmaction - INFO - Epoch [64][1060/2825] lr: 7.500e-04, eta: 1 day, 5:59:45, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5988, loss: 1.5988, grad_norm: 6.6772 2020-10-03 00:48:51,469 - mmaction - INFO - Epoch [64][1080/2825] lr: 7.500e-04, eta: 1 day, 5:59:23, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8279, loss_cls: 1.5943, loss: 1.5943, grad_norm: 6.6368 2020-10-03 00:49:11,497 - mmaction - INFO - Epoch [64][1100/2825] lr: 7.500e-04, eta: 1 day, 5:59:02, time: 1.001, data_time: 0.007, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8341, loss_cls: 1.5798, loss: 1.5798, grad_norm: 6.5594 2020-10-03 00:49:32,469 - mmaction - INFO - Epoch [64][1120/2825] lr: 7.500e-04, eta: 1 day, 5:58:41, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8286, loss_cls: 1.5974, loss: 1.5974, grad_norm: 6.5682 2020-10-03 00:49:52,230 - mmaction - INFO - Epoch [64][1140/2825] lr: 7.500e-04, eta: 1 day, 5:58:20, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8378, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.4834 2020-10-03 00:50:13,163 - mmaction - INFO - Epoch [64][1160/2825] lr: 7.500e-04, eta: 1 day, 5:57:59, time: 1.046, data_time: 0.006, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8346, loss_cls: 1.5788, loss: 1.5788, grad_norm: 6.6157 2020-10-03 00:50:34,056 - mmaction - INFO - Epoch [64][1180/2825] lr: 7.500e-04, eta: 1 day, 5:57:38, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5760, loss: 1.5760, grad_norm: 6.5968 2020-10-03 00:50:54,533 - mmaction - INFO - Epoch [64][1200/2825] lr: 7.500e-04, eta: 1 day, 5:57:17, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6146, top5_acc: 0.8276, loss_cls: 1.6315, loss: 1.6315, grad_norm: 6.5543 2020-10-03 00:51:15,330 - mmaction - INFO - Epoch [64][1220/2825] lr: 7.500e-04, eta: 1 day, 5:56:56, time: 1.039, data_time: 0.017, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8346, loss_cls: 1.5898, loss: 1.5898, grad_norm: 6.6698 2020-10-03 00:51:36,940 - mmaction - INFO - Epoch [64][1240/2825] lr: 7.500e-04, eta: 1 day, 5:56:36, time: 1.081, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8339, loss_cls: 1.5718, loss: 1.5718, grad_norm: 6.4888 2020-10-03 00:51:57,833 - mmaction - INFO - Epoch [64][1260/2825] lr: 7.500e-04, eta: 1 day, 5:56:15, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6083, top5_acc: 0.8185, loss_cls: 1.6696, loss: 1.6696, grad_norm: 6.7434 2020-10-03 00:52:17,046 - mmaction - INFO - Epoch [64][1280/2825] lr: 7.500e-04, eta: 1 day, 5:55:53, time: 0.960, data_time: 0.001, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8299, loss_cls: 1.5909, loss: 1.5909, grad_norm: 6.5469 2020-10-03 00:52:38,804 - mmaction - INFO - Epoch [64][1300/2825] lr: 7.500e-04, eta: 1 day, 5:55:33, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8367, loss_cls: 1.5398, loss: 1.5398, grad_norm: 6.5018 2020-10-03 00:52:59,115 - mmaction - INFO - Epoch [64][1320/2825] lr: 7.500e-04, eta: 1 day, 5:55:11, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8318, loss_cls: 1.5801, loss: 1.5801, grad_norm: 6.6201 2020-10-03 00:53:19,220 - mmaction - INFO - Epoch [64][1340/2825] lr: 7.500e-04, eta: 1 day, 5:54:50, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5941, loss: 1.5941, grad_norm: 6.6097 2020-10-03 00:53:40,543 - mmaction - INFO - Epoch [64][1360/2825] lr: 7.500e-04, eta: 1 day, 5:54:29, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8331, loss_cls: 1.5821, loss: 1.5821, grad_norm: 6.5436 2020-10-03 00:54:01,926 - mmaction - INFO - Epoch [64][1380/2825] lr: 7.500e-04, eta: 1 day, 5:54:09, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8380, loss_cls: 1.5651, loss: 1.5651, grad_norm: 6.5007 2020-10-03 00:54:21,009 - mmaction - INFO - Epoch [64][1400/2825] lr: 7.500e-04, eta: 1 day, 5:53:47, time: 0.954, data_time: 0.032, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8378, loss_cls: 1.5446, loss: 1.5446, grad_norm: 6.5784 2020-10-03 00:54:42,098 - mmaction - INFO - Epoch [64][1420/2825] lr: 7.500e-04, eta: 1 day, 5:53:26, time: 1.054, data_time: 0.055, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8346, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.6225 2020-10-03 00:55:02,306 - mmaction - INFO - Epoch [64][1440/2825] lr: 7.500e-04, eta: 1 day, 5:53:05, time: 1.009, data_time: 0.071, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8284, loss_cls: 1.6025, loss: 1.6025, grad_norm: 6.5987 2020-10-03 00:55:23,711 - mmaction - INFO - Epoch [64][1460/2825] lr: 7.500e-04, eta: 1 day, 5:52:44, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8234, loss_cls: 1.6416, loss: 1.6416, grad_norm: 6.6736 2020-10-03 00:55:45,525 - mmaction - INFO - Epoch [64][1480/2825] lr: 7.500e-04, eta: 1 day, 5:52:24, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8341, loss_cls: 1.5358, loss: 1.5358, grad_norm: 6.3789 2020-10-03 00:56:04,774 - mmaction - INFO - Epoch [64][1500/2825] lr: 7.500e-04, eta: 1 day, 5:52:02, time: 0.962, data_time: 0.001, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8398, loss_cls: 1.5503, loss: 1.5503, grad_norm: 6.5227 2020-10-03 00:56:24,549 - mmaction - INFO - Epoch [64][1520/2825] lr: 7.500e-04, eta: 1 day, 5:51:41, time: 0.989, data_time: 0.003, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8336, loss_cls: 1.5758, loss: 1.5758, grad_norm: 6.4914 2020-10-03 00:56:45,099 - mmaction - INFO - Epoch [64][1540/2825] lr: 7.500e-04, eta: 1 day, 5:51:20, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8292, loss_cls: 1.5695, loss: 1.5695, grad_norm: 6.4085 2020-10-03 00:57:06,824 - mmaction - INFO - Epoch [64][1560/2825] lr: 7.500e-04, eta: 1 day, 5:50:59, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8357, loss_cls: 1.5392, loss: 1.5392, grad_norm: 6.5763 2020-10-03 00:57:26,609 - mmaction - INFO - Epoch [64][1580/2825] lr: 7.500e-04, eta: 1 day, 5:50:38, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8336, loss_cls: 1.5660, loss: 1.5660, grad_norm: 6.6054 2020-10-03 00:57:47,693 - mmaction - INFO - Epoch [64][1600/2825] lr: 7.500e-04, eta: 1 day, 5:50:17, time: 1.055, data_time: 0.063, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8333, loss_cls: 1.5451, loss: 1.5451, grad_norm: 6.5074 2020-10-03 00:58:08,773 - mmaction - INFO - Epoch [64][1620/2825] lr: 7.500e-04, eta: 1 day, 5:49:56, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5752, loss: 1.5752, grad_norm: 6.6138 2020-10-03 00:58:29,048 - mmaction - INFO - Epoch [64][1640/2825] lr: 7.500e-04, eta: 1 day, 5:49:35, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8438, loss_cls: 1.5160, loss: 1.5160, grad_norm: 6.5811 2020-10-03 00:58:49,088 - mmaction - INFO - Epoch [64][1660/2825] lr: 7.500e-04, eta: 1 day, 5:49:14, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8250, loss_cls: 1.6002, loss: 1.6002, grad_norm: 6.6095 2020-10-03 00:59:10,162 - mmaction - INFO - Epoch [64][1680/2825] lr: 7.500e-04, eta: 1 day, 5:48:53, time: 1.053, data_time: 0.012, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.5559, loss: 1.5559, grad_norm: 6.5963 2020-10-03 00:59:31,169 - mmaction - INFO - Epoch [64][1700/2825] lr: 7.500e-04, eta: 1 day, 5:48:32, time: 1.050, data_time: 0.191, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8190, loss_cls: 1.6101, loss: 1.6101, grad_norm: 6.6494 2020-10-03 00:59:51,241 - mmaction - INFO - Epoch [64][1720/2825] lr: 7.500e-04, eta: 1 day, 5:48:11, time: 1.004, data_time: 0.208, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8292, loss_cls: 1.6201, loss: 1.6201, grad_norm: 6.7083 2020-10-03 01:00:14,258 - mmaction - INFO - Epoch [64][1740/2825] lr: 7.500e-04, eta: 1 day, 5:47:51, time: 1.151, data_time: 0.061, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8323, loss_cls: 1.5731, loss: 1.5731, grad_norm: 6.5457 2020-10-03 01:00:34,182 - mmaction - INFO - Epoch [64][1760/2825] lr: 7.500e-04, eta: 1 day, 5:47:30, time: 0.996, data_time: 0.068, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8406, loss_cls: 1.5516, loss: 1.5516, grad_norm: 6.6227 2020-10-03 01:00:55,367 - mmaction - INFO - Epoch [64][1780/2825] lr: 7.500e-04, eta: 1 day, 5:47:09, time: 1.060, data_time: 0.359, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8372, loss_cls: 1.5427, loss: 1.5427, grad_norm: 6.5239 2020-10-03 01:01:17,255 - mmaction - INFO - Epoch [64][1800/2825] lr: 7.500e-04, eta: 1 day, 5:46:49, time: 1.094, data_time: 0.422, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8250, loss_cls: 1.6238, loss: 1.6238, grad_norm: 6.5785 2020-10-03 01:01:38,181 - mmaction - INFO - Epoch [64][1820/2825] lr: 7.500e-04, eta: 1 day, 5:46:28, time: 1.047, data_time: 0.014, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5759, loss: 1.5759, grad_norm: 6.4526 2020-10-03 01:01:59,380 - mmaction - INFO - Epoch [64][1840/2825] lr: 7.500e-04, eta: 1 day, 5:46:07, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5792, loss: 1.5792, grad_norm: 6.6187 2020-10-03 01:02:19,937 - mmaction - INFO - Epoch [64][1860/2825] lr: 7.500e-04, eta: 1 day, 5:45:46, time: 1.027, data_time: 0.221, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8260, loss_cls: 1.6198, loss: 1.6198, grad_norm: 6.7058 2020-10-03 01:02:39,892 - mmaction - INFO - Epoch [64][1880/2825] lr: 7.500e-04, eta: 1 day, 5:45:25, time: 0.998, data_time: 0.288, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8313, loss_cls: 1.6114, loss: 1.6114, grad_norm: 6.6336 2020-10-03 01:03:01,046 - mmaction - INFO - Epoch [64][1900/2825] lr: 7.500e-04, eta: 1 day, 5:45:04, time: 1.058, data_time: 0.443, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8346, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.7021 2020-10-03 01:03:20,869 - mmaction - INFO - Epoch [64][1920/2825] lr: 7.500e-04, eta: 1 day, 5:44:43, time: 0.992, data_time: 0.356, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8365, loss_cls: 1.5661, loss: 1.5661, grad_norm: 6.5647 2020-10-03 01:03:41,396 - mmaction - INFO - Epoch [64][1940/2825] lr: 7.500e-04, eta: 1 day, 5:44:21, time: 1.026, data_time: 0.267, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8279, loss_cls: 1.6043, loss: 1.6043, grad_norm: 6.5815 2020-10-03 01:04:02,279 - mmaction - INFO - Epoch [64][1960/2825] lr: 7.500e-04, eta: 1 day, 5:44:01, time: 1.044, data_time: 0.079, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8323, loss_cls: 1.5737, loss: 1.5737, grad_norm: 6.6079 2020-10-03 01:04:24,341 - mmaction - INFO - Epoch [64][1980/2825] lr: 7.500e-04, eta: 1 day, 5:43:40, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.6170, loss: 1.6170, grad_norm: 6.6447 2020-10-03 01:04:44,746 - mmaction - INFO - Epoch [64][2000/2825] lr: 7.500e-04, eta: 1 day, 5:43:19, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8380, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.6131 2020-10-03 01:05:05,369 - mmaction - INFO - Epoch [64][2020/2825] lr: 7.500e-04, eta: 1 day, 5:42:58, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8211, loss_cls: 1.6335, loss: 1.6335, grad_norm: 6.6463 2020-10-03 01:05:26,182 - mmaction - INFO - Epoch [64][2040/2825] lr: 7.500e-04, eta: 1 day, 5:42:37, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.6098, loss: 1.6098, grad_norm: 6.6627 2020-10-03 01:05:46,362 - mmaction - INFO - Epoch [64][2060/2825] lr: 7.500e-04, eta: 1 day, 5:42:16, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5590, loss: 1.5590, grad_norm: 6.5597 2020-10-03 01:06:07,163 - mmaction - INFO - Epoch [64][2080/2825] lr: 7.500e-04, eta: 1 day, 5:41:55, time: 1.040, data_time: 0.015, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8354, loss_cls: 1.5858, loss: 1.5858, grad_norm: 6.7221 2020-10-03 01:06:27,342 - mmaction - INFO - Epoch [64][2100/2825] lr: 7.500e-04, eta: 1 day, 5:41:34, time: 1.011, data_time: 0.052, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8414, loss_cls: 1.5311, loss: 1.5311, grad_norm: 6.5620 2020-10-03 01:06:48,212 - mmaction - INFO - Epoch [64][2120/2825] lr: 7.500e-04, eta: 1 day, 5:41:13, time: 1.043, data_time: 0.013, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8352, loss_cls: 1.5933, loss: 1.5933, grad_norm: 6.6213 2020-10-03 01:07:08,800 - mmaction - INFO - Epoch [64][2140/2825] lr: 7.500e-04, eta: 1 day, 5:40:52, time: 1.029, data_time: 0.208, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8292, loss_cls: 1.5976, loss: 1.5976, grad_norm: 6.6410 2020-10-03 01:07:30,158 - mmaction - INFO - Epoch [64][2160/2825] lr: 7.500e-04, eta: 1 day, 5:40:31, time: 1.068, data_time: 0.438, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8370, loss_cls: 1.5495, loss: 1.5495, grad_norm: 6.6400 2020-10-03 01:07:49,282 - mmaction - INFO - Epoch [64][2180/2825] lr: 7.500e-04, eta: 1 day, 5:40:10, time: 0.956, data_time: 0.188, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8297, loss_cls: 1.5636, loss: 1.5636, grad_norm: 6.5523 2020-10-03 01:08:10,249 - mmaction - INFO - Epoch [64][2200/2825] lr: 7.500e-04, eta: 1 day, 5:39:49, time: 1.049, data_time: 0.197, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5398, loss: 1.5398, grad_norm: 6.4082 2020-10-03 01:08:30,965 - mmaction - INFO - Epoch [64][2220/2825] lr: 7.500e-04, eta: 1 day, 5:39:28, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8380, loss_cls: 1.5437, loss: 1.5437, grad_norm: 6.5051 2020-10-03 01:08:51,287 - mmaction - INFO - Epoch [64][2240/2825] lr: 7.500e-04, eta: 1 day, 5:39:07, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8305, loss_cls: 1.5877, loss: 1.5877, grad_norm: 6.6866 2020-10-03 01:09:13,194 - mmaction - INFO - Epoch [64][2260/2825] lr: 7.500e-04, eta: 1 day, 5:38:46, time: 1.097, data_time: 0.003, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5738, loss: 1.5738, grad_norm: 6.5776 2020-10-03 01:09:33,186 - mmaction - INFO - Epoch [64][2280/2825] lr: 7.500e-04, eta: 1 day, 5:38:25, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8323, loss_cls: 1.6006, loss: 1.6006, grad_norm: 6.6397 2020-10-03 01:09:53,560 - mmaction - INFO - Epoch [64][2300/2825] lr: 7.500e-04, eta: 1 day, 5:38:04, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8357, loss_cls: 1.5496, loss: 1.5496, grad_norm: 6.4900 2020-10-03 01:10:14,431 - mmaction - INFO - Epoch [64][2320/2825] lr: 7.500e-04, eta: 1 day, 5:37:43, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8375, loss_cls: 1.5417, loss: 1.5417, grad_norm: 6.5134 2020-10-03 01:10:36,167 - mmaction - INFO - Epoch [64][2340/2825] lr: 7.500e-04, eta: 1 day, 5:37:23, time: 1.088, data_time: 0.003, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5547, loss: 1.5547, grad_norm: 6.4041 2020-10-03 01:10:55,720 - mmaction - INFO - Epoch [64][2360/2825] lr: 7.500e-04, eta: 1 day, 5:37:01, time: 0.977, data_time: 0.001, memory: 8353, top1_acc: 0.6122, top5_acc: 0.8258, loss_cls: 1.6068, loss: 1.6068, grad_norm: 6.5249 2020-10-03 01:11:16,550 - mmaction - INFO - Epoch [64][2380/2825] lr: 7.500e-04, eta: 1 day, 5:36:40, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8406, loss_cls: 1.5562, loss: 1.5562, grad_norm: 6.3905 2020-10-03 01:11:37,673 - mmaction - INFO - Epoch [64][2400/2825] lr: 7.500e-04, eta: 1 day, 5:36:19, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5570, loss: 1.5570, grad_norm: 6.5967 2020-10-03 01:11:56,544 - mmaction - INFO - Epoch [64][2420/2825] lr: 7.500e-04, eta: 1 day, 5:35:57, time: 0.943, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8383, loss_cls: 1.5106, loss: 1.5106, grad_norm: 6.4428 2020-10-03 01:12:18,852 - mmaction - INFO - Epoch [64][2440/2825] lr: 7.500e-04, eta: 1 day, 5:35:37, time: 1.116, data_time: 0.003, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8312, loss_cls: 1.6024, loss: 1.6024, grad_norm: 6.5933 2020-10-03 01:12:39,503 - mmaction - INFO - Epoch [64][2460/2825] lr: 7.500e-04, eta: 1 day, 5:35:16, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8279, loss_cls: 1.5772, loss: 1.5772, grad_norm: 6.5592 2020-10-03 01:12:59,688 - mmaction - INFO - Epoch [64][2480/2825] lr: 7.500e-04, eta: 1 day, 5:34:55, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.6007, loss: 1.6007, grad_norm: 6.6620 2020-10-03 01:13:21,060 - mmaction - INFO - Epoch [64][2500/2825] lr: 7.500e-04, eta: 1 day, 5:34:34, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8466, loss_cls: 1.5174, loss: 1.5174, grad_norm: 6.5011 2020-10-03 01:13:41,878 - mmaction - INFO - Epoch [64][2520/2825] lr: 7.500e-04, eta: 1 day, 5:34:13, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8346, loss_cls: 1.5735, loss: 1.5735, grad_norm: 6.6257 2020-10-03 01:14:02,190 - mmaction - INFO - Epoch [64][2540/2825] lr: 7.500e-04, eta: 1 day, 5:33:52, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5668, loss: 1.5668, grad_norm: 6.7622 2020-10-03 01:14:23,052 - mmaction - INFO - Epoch [64][2560/2825] lr: 7.500e-04, eta: 1 day, 5:33:31, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5598, loss: 1.5598, grad_norm: 6.5857 2020-10-03 01:14:43,060 - mmaction - INFO - Epoch [64][2580/2825] lr: 7.500e-04, eta: 1 day, 5:33:10, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8409, loss_cls: 1.5417, loss: 1.5417, grad_norm: 6.5650 2020-10-03 01:15:04,333 - mmaction - INFO - Epoch [64][2600/2825] lr: 7.500e-04, eta: 1 day, 5:32:49, time: 1.067, data_time: 0.004, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8286, loss_cls: 1.6004, loss: 1.6004, grad_norm: 6.5836 2020-10-03 01:15:24,858 - mmaction - INFO - Epoch [64][2620/2825] lr: 7.500e-04, eta: 1 day, 5:32:28, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8365, loss_cls: 1.5575, loss: 1.5575, grad_norm: 6.4979 2020-10-03 01:15:46,003 - mmaction - INFO - Epoch [64][2640/2825] lr: 7.500e-04, eta: 1 day, 5:32:08, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.5229, loss: 1.5229, grad_norm: 6.4028 2020-10-03 01:16:06,783 - mmaction - INFO - Epoch [64][2660/2825] lr: 7.500e-04, eta: 1 day, 5:31:47, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8255, loss_cls: 1.5858, loss: 1.5858, grad_norm: 6.5734 2020-10-03 01:16:27,460 - mmaction - INFO - Epoch [64][2680/2825] lr: 7.500e-04, eta: 1 day, 5:31:26, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8224, loss_cls: 1.6319, loss: 1.6319, grad_norm: 6.5967 2020-10-03 01:16:48,219 - mmaction - INFO - Epoch [64][2700/2825] lr: 7.500e-04, eta: 1 day, 5:31:05, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8383, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.5685 2020-10-03 01:17:08,978 - mmaction - INFO - Epoch [64][2720/2825] lr: 7.500e-04, eta: 1 day, 5:30:44, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8305, loss_cls: 1.6123, loss: 1.6123, grad_norm: 6.5502 2020-10-03 01:17:29,534 - mmaction - INFO - Epoch [64][2740/2825] lr: 7.500e-04, eta: 1 day, 5:30:23, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.5112, loss: 1.5112, grad_norm: 6.4636 2020-10-03 01:17:50,738 - mmaction - INFO - Epoch [64][2760/2825] lr: 7.500e-04, eta: 1 day, 5:30:02, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8388, loss_cls: 1.5483, loss: 1.5483, grad_norm: 6.4775 2020-10-03 01:18:11,323 - mmaction - INFO - Epoch [64][2780/2825] lr: 7.500e-04, eta: 1 day, 5:29:41, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8331, loss_cls: 1.5583, loss: 1.5583, grad_norm: 6.4682 2020-10-03 01:18:31,075 - mmaction - INFO - Epoch [64][2800/2825] lr: 7.500e-04, eta: 1 day, 5:29:20, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8346, loss_cls: 1.5389, loss: 1.5389, grad_norm: 6.5010 2020-10-03 01:18:53,160 - mmaction - INFO - Epoch [64][2820/2825] lr: 7.500e-04, eta: 1 day, 5:28:59, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8349, loss_cls: 1.5783, loss: 1.5783, grad_norm: 6.6938 2020-10-03 01:18:59,132 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-10-03 01:19:46,056 - mmaction - INFO - Epoch [65][20/2825] lr: 7.500e-04, eta: 1 day, 5:28:44, time: 2.291, data_time: 1.481, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8339, loss_cls: 1.5698, loss: 1.5698, grad_norm: 6.5728 2020-10-03 01:20:07,425 - mmaction - INFO - Epoch [65][40/2825] lr: 7.500e-04, eta: 1 day, 5:28:24, time: 1.068, data_time: 0.321, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8346, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.5089 2020-10-03 01:20:27,418 - mmaction - INFO - Epoch [65][60/2825] lr: 7.500e-04, eta: 1 day, 5:28:02, time: 1.000, data_time: 0.254, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8427, loss_cls: 1.5131, loss: 1.5131, grad_norm: 6.4363 2020-10-03 01:20:48,171 - mmaction - INFO - Epoch [65][80/2825] lr: 7.500e-04, eta: 1 day, 5:27:41, time: 1.038, data_time: 0.345, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8391, loss_cls: 1.5686, loss: 1.5686, grad_norm: 6.6371 2020-10-03 01:21:08,914 - mmaction - INFO - Epoch [65][100/2825] lr: 7.500e-04, eta: 1 day, 5:27:20, time: 1.038, data_time: 0.215, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8362, loss_cls: 1.5288, loss: 1.5288, grad_norm: 6.6174 2020-10-03 01:21:30,342 - mmaction - INFO - Epoch [65][120/2825] lr: 7.500e-04, eta: 1 day, 5:27:00, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8367, loss_cls: 1.5580, loss: 1.5580, grad_norm: 6.5036 2020-10-03 01:21:50,747 - mmaction - INFO - Epoch [65][140/2825] lr: 7.500e-04, eta: 1 day, 5:26:39, time: 1.020, data_time: 0.017, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8318, loss_cls: 1.5453, loss: 1.5453, grad_norm: 6.5085 2020-10-03 01:22:12,308 - mmaction - INFO - Epoch [65][160/2825] lr: 7.500e-04, eta: 1 day, 5:26:18, time: 1.078, data_time: 0.247, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8385, loss_cls: 1.5228, loss: 1.5228, grad_norm: 6.4626 2020-10-03 01:22:32,183 - mmaction - INFO - Epoch [65][180/2825] lr: 7.500e-04, eta: 1 day, 5:25:57, time: 0.994, data_time: 0.373, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8352, loss_cls: 1.5792, loss: 1.5792, grad_norm: 6.6324 2020-10-03 01:22:53,376 - mmaction - INFO - Epoch [65][200/2825] lr: 7.500e-04, eta: 1 day, 5:25:36, time: 1.060, data_time: 0.426, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8411, loss_cls: 1.5239, loss: 1.5239, grad_norm: 6.4339 2020-10-03 01:23:14,245 - mmaction - INFO - Epoch [65][220/2825] lr: 7.500e-04, eta: 1 day, 5:25:15, time: 1.043, data_time: 0.427, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8341, loss_cls: 1.5569, loss: 1.5569, grad_norm: 6.5632 2020-10-03 01:23:35,498 - mmaction - INFO - Epoch [65][240/2825] lr: 7.500e-04, eta: 1 day, 5:24:55, time: 1.063, data_time: 0.171, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8378, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.4563 2020-10-03 01:23:55,668 - mmaction - INFO - Epoch [65][260/2825] lr: 7.500e-04, eta: 1 day, 5:24:33, time: 1.008, data_time: 0.074, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5607, loss: 1.5607, grad_norm: 6.4478 2020-10-03 01:24:16,727 - mmaction - INFO - Epoch [65][280/2825] lr: 7.500e-04, eta: 1 day, 5:24:13, time: 1.054, data_time: 0.436, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8385, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.5668 2020-10-03 01:24:36,155 - mmaction - INFO - Epoch [65][300/2825] lr: 7.500e-04, eta: 1 day, 5:23:51, time: 0.971, data_time: 0.123, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8372, loss_cls: 1.5317, loss: 1.5317, grad_norm: 6.4821 2020-10-03 01:24:56,716 - mmaction - INFO - Epoch [65][320/2825] lr: 7.500e-04, eta: 1 day, 5:23:30, time: 1.028, data_time: 0.225, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8372, loss_cls: 1.5339, loss: 1.5339, grad_norm: 6.5868 2020-10-03 01:25:18,201 - mmaction - INFO - Epoch [65][340/2825] lr: 7.500e-04, eta: 1 day, 5:23:09, time: 1.074, data_time: 0.378, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8266, loss_cls: 1.6095, loss: 1.6095, grad_norm: 6.6865 2020-10-03 01:25:38,493 - mmaction - INFO - Epoch [65][360/2825] lr: 7.500e-04, eta: 1 day, 5:22:48, time: 1.016, data_time: 0.062, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8313, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.6434 2020-10-03 01:26:00,729 - mmaction - INFO - Epoch [65][380/2825] lr: 7.500e-04, eta: 1 day, 5:22:28, time: 1.111, data_time: 0.062, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8409, loss_cls: 1.5386, loss: 1.5386, grad_norm: 6.5364 2020-10-03 01:26:21,093 - mmaction - INFO - Epoch [65][400/2825] lr: 7.500e-04, eta: 1 day, 5:22:07, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6161, top5_acc: 0.8268, loss_cls: 1.6391, loss: 1.6391, grad_norm: 6.6898 2020-10-03 01:26:41,403 - mmaction - INFO - Epoch [65][420/2825] lr: 7.500e-04, eta: 1 day, 5:21:46, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8310, loss_cls: 1.6012, loss: 1.6012, grad_norm: 6.6822 2020-10-03 01:27:02,109 - mmaction - INFO - Epoch [65][440/2825] lr: 7.500e-04, eta: 1 day, 5:21:25, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8388, loss_cls: 1.5426, loss: 1.5426, grad_norm: 6.4496 2020-10-03 01:27:22,069 - mmaction - INFO - Epoch [65][460/2825] lr: 7.500e-04, eta: 1 day, 5:21:03, time: 0.997, data_time: 0.007, memory: 8353, top1_acc: 0.6190, top5_acc: 0.8279, loss_cls: 1.6210, loss: 1.6210, grad_norm: 6.6612 2020-10-03 01:27:43,054 - mmaction - INFO - Epoch [65][480/2825] lr: 7.500e-04, eta: 1 day, 5:20:43, time: 1.051, data_time: 0.107, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8529, loss_cls: 1.5179, loss: 1.5179, grad_norm: 6.5241 2020-10-03 01:28:03,582 - mmaction - INFO - Epoch [65][500/2825] lr: 7.500e-04, eta: 1 day, 5:20:21, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8333, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.5083 2020-10-03 01:28:23,414 - mmaction - INFO - Epoch [65][520/2825] lr: 7.500e-04, eta: 1 day, 5:20:00, time: 0.991, data_time: 0.143, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5337, loss: 1.5337, grad_norm: 6.5202 2020-10-03 01:28:45,684 - mmaction - INFO - Epoch [65][540/2825] lr: 7.500e-04, eta: 1 day, 5:19:40, time: 1.114, data_time: 0.493, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8344, loss_cls: 1.5490, loss: 1.5490, grad_norm: 6.5149 2020-10-03 01:29:06,373 - mmaction - INFO - Epoch [65][560/2825] lr: 7.500e-04, eta: 1 day, 5:19:19, time: 1.033, data_time: 0.373, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8380, loss_cls: 1.5495, loss: 1.5495, grad_norm: 6.5631 2020-10-03 01:29:26,551 - mmaction - INFO - Epoch [65][580/2825] lr: 7.500e-04, eta: 1 day, 5:18:58, time: 1.010, data_time: 0.221, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8326, loss_cls: 1.5839, loss: 1.5839, grad_norm: 6.6017 2020-10-03 01:29:47,964 - mmaction - INFO - Epoch [65][600/2825] lr: 7.500e-04, eta: 1 day, 5:18:37, time: 1.070, data_time: 0.056, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8354, loss_cls: 1.5881, loss: 1.5881, grad_norm: 6.5712 2020-10-03 01:30:08,122 - mmaction - INFO - Epoch [65][620/2825] lr: 7.500e-04, eta: 1 day, 5:18:16, time: 1.008, data_time: 0.044, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8315, loss_cls: 1.6139, loss: 1.6139, grad_norm: 6.6649 2020-10-03 01:30:30,013 - mmaction - INFO - Epoch [65][640/2825] lr: 7.500e-04, eta: 1 day, 5:17:56, time: 1.095, data_time: 0.040, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8411, loss_cls: 1.5273, loss: 1.5273, grad_norm: 6.5176 2020-10-03 01:30:50,169 - mmaction - INFO - Epoch [65][660/2825] lr: 7.500e-04, eta: 1 day, 5:17:34, time: 1.008, data_time: 0.251, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8289, loss_cls: 1.5895, loss: 1.5895, grad_norm: 6.6275 2020-10-03 01:31:11,183 - mmaction - INFO - Epoch [65][680/2825] lr: 7.500e-04, eta: 1 day, 5:17:13, time: 1.050, data_time: 0.265, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8440, loss_cls: 1.5528, loss: 1.5528, grad_norm: 6.7584 2020-10-03 01:31:32,131 - mmaction - INFO - Epoch [65][700/2825] lr: 7.500e-04, eta: 1 day, 5:16:53, time: 1.048, data_time: 0.225, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8318, loss_cls: 1.5736, loss: 1.5736, grad_norm: 6.5439 2020-10-03 01:31:53,377 - mmaction - INFO - Epoch [65][720/2825] lr: 7.500e-04, eta: 1 day, 5:16:32, time: 1.062, data_time: 0.325, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8349, loss_cls: 1.5497, loss: 1.5497, grad_norm: 6.4305 2020-10-03 01:32:14,057 - mmaction - INFO - Epoch [65][740/2825] lr: 7.500e-04, eta: 1 day, 5:16:11, time: 1.035, data_time: 0.010, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8320, loss_cls: 1.6109, loss: 1.6109, grad_norm: 6.6501 2020-10-03 01:32:33,781 - mmaction - INFO - Epoch [65][760/2825] lr: 7.500e-04, eta: 1 day, 5:15:49, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8443, loss_cls: 1.5148, loss: 1.5148, grad_norm: 6.4523 2020-10-03 01:32:54,499 - mmaction - INFO - Epoch [65][780/2825] lr: 7.500e-04, eta: 1 day, 5:15:28, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8302, loss_cls: 1.5642, loss: 1.5642, grad_norm: 6.5740 2020-10-03 01:33:15,248 - mmaction - INFO - Epoch [65][800/2825] lr: 7.500e-04, eta: 1 day, 5:15:08, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8323, loss_cls: 1.5685, loss: 1.5685, grad_norm: 6.5900 2020-10-03 01:33:35,681 - mmaction - INFO - Epoch [65][820/2825] lr: 7.500e-04, eta: 1 day, 5:14:46, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8474, loss_cls: 1.5242, loss: 1.5242, grad_norm: 6.6020 2020-10-03 01:33:56,381 - mmaction - INFO - Epoch [65][840/2825] lr: 7.500e-04, eta: 1 day, 5:14:25, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8203, loss_cls: 1.6485, loss: 1.6485, grad_norm: 6.6199 2020-10-03 01:34:17,264 - mmaction - INFO - Epoch [65][860/2825] lr: 7.500e-04, eta: 1 day, 5:14:05, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8380, loss_cls: 1.5582, loss: 1.5582, grad_norm: 6.5886 2020-10-03 01:34:37,737 - mmaction - INFO - Epoch [65][880/2825] lr: 7.500e-04, eta: 1 day, 5:13:43, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8263, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.5858 2020-10-03 01:34:57,830 - mmaction - INFO - Epoch [65][900/2825] lr: 7.500e-04, eta: 1 day, 5:13:22, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8422, loss_cls: 1.5252, loss: 1.5252, grad_norm: 6.5179 2020-10-03 01:35:18,620 - mmaction - INFO - Epoch [65][920/2825] lr: 7.500e-04, eta: 1 day, 5:13:01, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8310, loss_cls: 1.6242, loss: 1.6242, grad_norm: 6.6116 2020-10-03 01:35:40,526 - mmaction - INFO - Epoch [65][940/2825] lr: 7.500e-04, eta: 1 day, 5:12:41, time: 1.094, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8414, loss_cls: 1.5399, loss: 1.5399, grad_norm: 6.5043 2020-10-03 01:36:00,157 - mmaction - INFO - Epoch [65][960/2825] lr: 7.500e-04, eta: 1 day, 5:12:19, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8284, loss_cls: 1.6194, loss: 1.6194, grad_norm: 6.6919 2020-10-03 01:36:21,355 - mmaction - INFO - Epoch [65][980/2825] lr: 7.500e-04, eta: 1 day, 5:11:59, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8362, loss_cls: 1.5457, loss: 1.5457, grad_norm: 6.5667 2020-10-03 01:36:40,962 - mmaction - INFO - Epoch [65][1000/2825] lr: 7.500e-04, eta: 1 day, 5:11:37, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8359, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.4593 2020-10-03 01:37:02,950 - mmaction - INFO - Epoch [65][1020/2825] lr: 7.500e-04, eta: 1 day, 5:11:17, time: 1.099, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8521, loss_cls: 1.4823, loss: 1.4823, grad_norm: 6.5337 2020-10-03 01:37:23,907 - mmaction - INFO - Epoch [65][1040/2825] lr: 7.500e-04, eta: 1 day, 5:10:56, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8349, loss_cls: 1.5983, loss: 1.5983, grad_norm: 6.5931 2020-10-03 01:37:44,660 - mmaction - INFO - Epoch [65][1060/2825] lr: 7.500e-04, eta: 1 day, 5:10:35, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5841, loss: 1.5841, grad_norm: 6.6425 2020-10-03 01:38:04,368 - mmaction - INFO - Epoch [65][1080/2825] lr: 7.500e-04, eta: 1 day, 5:10:14, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8242, loss_cls: 1.6147, loss: 1.6147, grad_norm: 6.7071 2020-10-03 01:38:25,174 - mmaction - INFO - Epoch [65][1100/2825] lr: 7.500e-04, eta: 1 day, 5:09:53, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8237, loss_cls: 1.6237, loss: 1.6237, grad_norm: 6.7580 2020-10-03 01:38:45,610 - mmaction - INFO - Epoch [65][1120/2825] lr: 7.500e-04, eta: 1 day, 5:09:32, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8323, loss_cls: 1.5536, loss: 1.5536, grad_norm: 6.5421 2020-10-03 01:39:06,840 - mmaction - INFO - Epoch [65][1140/2825] lr: 7.500e-04, eta: 1 day, 5:09:11, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8375, loss_cls: 1.5726, loss: 1.5726, grad_norm: 6.5382 2020-10-03 01:39:27,598 - mmaction - INFO - Epoch [65][1160/2825] lr: 7.500e-04, eta: 1 day, 5:08:50, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8331, loss_cls: 1.5752, loss: 1.5752, grad_norm: 6.6526 2020-10-03 01:39:48,780 - mmaction - INFO - Epoch [65][1180/2825] lr: 7.500e-04, eta: 1 day, 5:08:29, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8396, loss_cls: 1.5508, loss: 1.5508, grad_norm: 6.5570 2020-10-03 01:40:09,037 - mmaction - INFO - Epoch [65][1200/2825] lr: 7.500e-04, eta: 1 day, 5:08:08, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8346, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.4810 2020-10-03 01:40:30,148 - mmaction - INFO - Epoch [65][1220/2825] lr: 7.500e-04, eta: 1 day, 5:07:47, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8284, loss_cls: 1.5757, loss: 1.5757, grad_norm: 6.6574 2020-10-03 01:40:52,151 - mmaction - INFO - Epoch [65][1240/2825] lr: 7.500e-04, eta: 1 day, 5:07:27, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8438, loss_cls: 1.5376, loss: 1.5376, grad_norm: 6.5094 2020-10-03 01:41:12,462 - mmaction - INFO - Epoch [65][1260/2825] lr: 7.500e-04, eta: 1 day, 5:07:06, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8286, loss_cls: 1.5963, loss: 1.5963, grad_norm: 6.6874 2020-10-03 01:41:33,416 - mmaction - INFO - Epoch [65][1280/2825] lr: 7.500e-04, eta: 1 day, 5:06:45, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8352, loss_cls: 1.5897, loss: 1.5897, grad_norm: 6.6820 2020-10-03 01:41:54,503 - mmaction - INFO - Epoch [65][1300/2825] lr: 7.500e-04, eta: 1 day, 5:06:24, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8388, loss_cls: 1.5534, loss: 1.5534, grad_norm: 6.6367 2020-10-03 01:42:14,358 - mmaction - INFO - Epoch [65][1320/2825] lr: 7.500e-04, eta: 1 day, 5:06:03, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8396, loss_cls: 1.5242, loss: 1.5242, grad_norm: 6.4172 2020-10-03 01:42:35,253 - mmaction - INFO - Epoch [65][1340/2825] lr: 7.500e-04, eta: 1 day, 5:05:42, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.5320 2020-10-03 01:42:55,269 - mmaction - INFO - Epoch [65][1360/2825] lr: 7.500e-04, eta: 1 day, 5:05:21, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8333, loss_cls: 1.5755, loss: 1.5755, grad_norm: 6.6855 2020-10-03 01:43:15,084 - mmaction - INFO - Epoch [65][1380/2825] lr: 7.500e-04, eta: 1 day, 5:04:59, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8224, loss_cls: 1.6033, loss: 1.6033, grad_norm: 6.5535 2020-10-03 01:43:37,148 - mmaction - INFO - Epoch [65][1400/2825] lr: 7.500e-04, eta: 1 day, 5:04:39, time: 1.103, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8427, loss_cls: 1.5538, loss: 1.5538, grad_norm: 6.6201 2020-10-03 01:43:56,841 - mmaction - INFO - Epoch [65][1420/2825] lr: 7.500e-04, eta: 1 day, 5:04:17, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8276, loss_cls: 1.6134, loss: 1.6134, grad_norm: 6.7683 2020-10-03 01:44:17,737 - mmaction - INFO - Epoch [65][1440/2825] lr: 7.500e-04, eta: 1 day, 5:03:57, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8339, loss_cls: 1.5413, loss: 1.5413, grad_norm: 6.4744 2020-10-03 01:44:38,843 - mmaction - INFO - Epoch [65][1460/2825] lr: 7.500e-04, eta: 1 day, 5:03:36, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8333, loss_cls: 1.5503, loss: 1.5503, grad_norm: 6.5607 2020-10-03 01:44:58,335 - mmaction - INFO - Epoch [65][1480/2825] lr: 7.500e-04, eta: 1 day, 5:03:14, time: 0.975, data_time: 0.001, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8352, loss_cls: 1.5453, loss: 1.5453, grad_norm: 6.6476 2020-10-03 01:45:19,196 - mmaction - INFO - Epoch [65][1500/2825] lr: 7.500e-04, eta: 1 day, 5:02:53, time: 1.043, data_time: 0.029, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8336, loss_cls: 1.5567, loss: 1.5567, grad_norm: 6.6448 2020-10-03 01:45:39,931 - mmaction - INFO - Epoch [65][1520/2825] lr: 7.500e-04, eta: 1 day, 5:02:32, time: 1.037, data_time: 0.004, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8466, loss_cls: 1.5174, loss: 1.5174, grad_norm: 6.5798 2020-10-03 01:46:00,787 - mmaction - INFO - Epoch [65][1540/2825] lr: 7.500e-04, eta: 1 day, 5:02:11, time: 1.041, data_time: 0.065, memory: 8353, top1_acc: 0.6159, top5_acc: 0.8305, loss_cls: 1.5928, loss: 1.5928, grad_norm: 6.6588 2020-10-03 01:46:22,035 - mmaction - INFO - Epoch [65][1560/2825] lr: 7.500e-04, eta: 1 day, 5:01:51, time: 1.062, data_time: 0.037, memory: 8353, top1_acc: 0.6154, top5_acc: 0.8391, loss_cls: 1.5955, loss: 1.5955, grad_norm: 6.7740 2020-10-03 01:46:42,635 - mmaction - INFO - Epoch [65][1580/2825] lr: 7.500e-04, eta: 1 day, 5:01:30, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5183, loss: 1.5183, grad_norm: 6.5416 2020-10-03 01:47:03,605 - mmaction - INFO - Epoch [65][1600/2825] lr: 7.500e-04, eta: 1 day, 5:01:09, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8292, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.6786 2020-10-03 01:47:24,092 - mmaction - INFO - Epoch [65][1620/2825] lr: 7.500e-04, eta: 1 day, 5:00:48, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8349, loss_cls: 1.5550, loss: 1.5550, grad_norm: 6.5085 2020-10-03 01:47:44,285 - mmaction - INFO - Epoch [65][1640/2825] lr: 7.500e-04, eta: 1 day, 5:00:27, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8276, loss_cls: 1.5798, loss: 1.5798, grad_norm: 6.5141 2020-10-03 01:48:04,852 - mmaction - INFO - Epoch [65][1660/2825] lr: 7.500e-04, eta: 1 day, 5:00:06, time: 1.029, data_time: 0.047, memory: 8353, top1_acc: 0.6135, top5_acc: 0.8188, loss_cls: 1.6416, loss: 1.6416, grad_norm: 6.7101 2020-10-03 01:48:25,374 - mmaction - INFO - Epoch [65][1680/2825] lr: 7.500e-04, eta: 1 day, 4:59:45, time: 1.026, data_time: 0.033, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8326, loss_cls: 1.5908, loss: 1.5908, grad_norm: 6.6630 2020-10-03 01:48:46,367 - mmaction - INFO - Epoch [65][1700/2825] lr: 7.500e-04, eta: 1 day, 4:59:24, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8370, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.5510 2020-10-03 01:49:07,143 - mmaction - INFO - Epoch [65][1720/2825] lr: 7.500e-04, eta: 1 day, 4:59:03, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8286, loss_cls: 1.5740, loss: 1.5740, grad_norm: 6.6053 2020-10-03 01:49:27,509 - mmaction - INFO - Epoch [65][1740/2825] lr: 7.500e-04, eta: 1 day, 4:58:42, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8271, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.7260 2020-10-03 01:49:48,293 - mmaction - INFO - Epoch [65][1760/2825] lr: 7.500e-04, eta: 1 day, 4:58:21, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8372, loss_cls: 1.5739, loss: 1.5739, grad_norm: 6.7988 2020-10-03 01:50:09,184 - mmaction - INFO - Epoch [65][1780/2825] lr: 7.500e-04, eta: 1 day, 4:58:00, time: 1.044, data_time: 0.126, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8422, loss_cls: 1.5625, loss: 1.5625, grad_norm: 6.6721 2020-10-03 01:50:31,073 - mmaction - INFO - Epoch [65][1800/2825] lr: 7.500e-04, eta: 1 day, 4:57:40, time: 1.094, data_time: 0.006, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8370, loss_cls: 1.5850, loss: 1.5850, grad_norm: 6.6466 2020-10-03 01:50:51,756 - mmaction - INFO - Epoch [65][1820/2825] lr: 7.500e-04, eta: 1 day, 4:57:19, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8247, loss_cls: 1.5776, loss: 1.5776, grad_norm: 6.6134 2020-10-03 01:51:12,929 - mmaction - INFO - Epoch [65][1840/2825] lr: 7.500e-04, eta: 1 day, 4:56:58, time: 1.060, data_time: 0.003, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8315, loss_cls: 1.5538, loss: 1.5538, grad_norm: 6.6244 2020-10-03 01:51:34,000 - mmaction - INFO - Epoch [65][1860/2825] lr: 7.500e-04, eta: 1 day, 4:56:37, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8367, loss_cls: 1.5755, loss: 1.5755, grad_norm: 6.7342 2020-10-03 01:51:53,563 - mmaction - INFO - Epoch [65][1880/2825] lr: 7.500e-04, eta: 1 day, 4:56:15, time: 0.977, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8323, loss_cls: 1.5712, loss: 1.5712, grad_norm: 6.5206 2020-10-03 01:52:14,737 - mmaction - INFO - Epoch [65][1900/2825] lr: 7.500e-04, eta: 1 day, 4:55:55, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8409, loss_cls: 1.5119, loss: 1.5119, grad_norm: 6.5789 2020-10-03 01:52:35,561 - mmaction - INFO - Epoch [65][1920/2825] lr: 7.500e-04, eta: 1 day, 4:55:34, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8378, loss_cls: 1.5452, loss: 1.5452, grad_norm: 6.7290 2020-10-03 01:52:55,643 - mmaction - INFO - Epoch [65][1940/2825] lr: 7.500e-04, eta: 1 day, 4:55:13, time: 1.004, data_time: 0.032, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5416, loss: 1.5416, grad_norm: 6.5611 2020-10-03 01:53:16,066 - mmaction - INFO - Epoch [65][1960/2825] lr: 7.500e-04, eta: 1 day, 4:54:51, time: 1.021, data_time: 0.364, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8391, loss_cls: 1.5782, loss: 1.5782, grad_norm: 6.7798 2020-10-03 01:53:36,952 - mmaction - INFO - Epoch [65][1980/2825] lr: 7.500e-04, eta: 1 day, 4:54:31, time: 1.044, data_time: 0.394, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5867, loss: 1.5867, grad_norm: 6.6378 2020-10-03 01:53:58,494 - mmaction - INFO - Epoch [65][2000/2825] lr: 7.500e-04, eta: 1 day, 4:54:10, time: 1.077, data_time: 0.118, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8398, loss_cls: 1.5189, loss: 1.5189, grad_norm: 6.5557 2020-10-03 01:54:18,702 - mmaction - INFO - Epoch [65][2020/2825] lr: 7.500e-04, eta: 1 day, 4:53:49, time: 1.011, data_time: 0.318, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8260, loss_cls: 1.6046, loss: 1.6046, grad_norm: 6.6063 2020-10-03 01:54:39,751 - mmaction - INFO - Epoch [65][2040/2825] lr: 7.500e-04, eta: 1 day, 4:53:28, time: 1.052, data_time: 0.089, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8219, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.6315 2020-10-03 01:54:59,350 - mmaction - INFO - Epoch [65][2060/2825] lr: 7.500e-04, eta: 1 day, 4:53:07, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8268, loss_cls: 1.5680, loss: 1.5680, grad_norm: 6.5993 2020-10-03 01:55:20,550 - mmaction - INFO - Epoch [65][2080/2825] lr: 7.500e-04, eta: 1 day, 4:52:46, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5627, loss: 1.5627, grad_norm: 6.5414 2020-10-03 01:55:40,727 - mmaction - INFO - Epoch [65][2100/2825] lr: 7.500e-04, eta: 1 day, 4:52:25, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6133, loss: 1.6133, grad_norm: 6.7872 2020-10-03 01:56:01,008 - mmaction - INFO - Epoch [65][2120/2825] lr: 7.500e-04, eta: 1 day, 4:52:03, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8302, loss_cls: 1.5935, loss: 1.5935, grad_norm: 6.8076 2020-10-03 01:56:21,499 - mmaction - INFO - Epoch [65][2140/2825] lr: 7.500e-04, eta: 1 day, 4:51:42, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8331, loss_cls: 1.5776, loss: 1.5776, grad_norm: 6.6133 2020-10-03 01:56:43,168 - mmaction - INFO - Epoch [65][2160/2825] lr: 7.500e-04, eta: 1 day, 4:51:22, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8224, loss_cls: 1.6030, loss: 1.6030, grad_norm: 6.7281 2020-10-03 01:57:04,485 - mmaction - INFO - Epoch [65][2180/2825] lr: 7.500e-04, eta: 1 day, 4:51:01, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8385, loss_cls: 1.5784, loss: 1.5784, grad_norm: 6.7118 2020-10-03 01:57:23,865 - mmaction - INFO - Epoch [65][2200/2825] lr: 7.500e-04, eta: 1 day, 4:50:40, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8305, loss_cls: 1.6047, loss: 1.6047, grad_norm: 6.7404 2020-10-03 01:57:45,016 - mmaction - INFO - Epoch [65][2220/2825] lr: 7.500e-04, eta: 1 day, 4:50:19, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8323, loss_cls: 1.5802, loss: 1.5802, grad_norm: 6.5520 2020-10-03 01:58:04,871 - mmaction - INFO - Epoch [65][2240/2825] lr: 7.500e-04, eta: 1 day, 4:49:57, time: 0.993, data_time: 0.046, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8307, loss_cls: 1.5690, loss: 1.5690, grad_norm: 6.6350 2020-10-03 01:58:24,918 - mmaction - INFO - Epoch [65][2260/2825] lr: 7.500e-04, eta: 1 day, 4:49:36, time: 1.002, data_time: 0.087, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8346, loss_cls: 1.5472, loss: 1.5472, grad_norm: 6.5375 2020-10-03 01:58:45,346 - mmaction - INFO - Epoch [65][2280/2825] lr: 7.500e-04, eta: 1 day, 4:49:15, time: 1.022, data_time: 0.006, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8320, loss_cls: 1.5945, loss: 1.5945, grad_norm: 6.7013 2020-10-03 01:59:06,918 - mmaction - INFO - Epoch [65][2300/2825] lr: 7.500e-04, eta: 1 day, 4:48:54, time: 1.080, data_time: 0.086, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8396, loss_cls: 1.5233, loss: 1.5233, grad_norm: 6.6091 2020-10-03 01:59:27,283 - mmaction - INFO - Epoch [65][2320/2825] lr: 7.500e-04, eta: 1 day, 4:48:33, time: 1.018, data_time: 0.171, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8388, loss_cls: 1.5254, loss: 1.5254, grad_norm: 6.4757 2020-10-03 01:59:48,281 - mmaction - INFO - Epoch [65][2340/2825] lr: 7.500e-04, eta: 1 day, 4:48:13, time: 1.050, data_time: 0.290, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8305, loss_cls: 1.5590, loss: 1.5590, grad_norm: 6.5325 2020-10-03 02:00:09,276 - mmaction - INFO - Epoch [65][2360/2825] lr: 7.500e-04, eta: 1 day, 4:47:52, time: 1.050, data_time: 0.267, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8370, loss_cls: 1.5723, loss: 1.5723, grad_norm: 6.6820 2020-10-03 02:00:30,963 - mmaction - INFO - Epoch [65][2380/2825] lr: 7.500e-04, eta: 1 day, 4:47:31, time: 1.084, data_time: 0.040, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8362, loss_cls: 1.5527, loss: 1.5527, grad_norm: 6.5918 2020-10-03 02:00:51,878 - mmaction - INFO - Epoch [65][2400/2825] lr: 7.500e-04, eta: 1 day, 4:47:10, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8365, loss_cls: 1.5734, loss: 1.5734, grad_norm: 6.7208 2020-10-03 02:01:11,978 - mmaction - INFO - Epoch [65][2420/2825] lr: 7.500e-04, eta: 1 day, 4:46:49, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8258, loss_cls: 1.5927, loss: 1.5927, grad_norm: 6.6361 2020-10-03 02:01:32,501 - mmaction - INFO - Epoch [65][2440/2825] lr: 7.500e-04, eta: 1 day, 4:46:28, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8279, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.5229 2020-10-03 02:01:54,036 - mmaction - INFO - Epoch [65][2460/2825] lr: 7.500e-04, eta: 1 day, 4:46:08, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8302, loss_cls: 1.6244, loss: 1.6244, grad_norm: 6.7863 2020-10-03 02:02:13,706 - mmaction - INFO - Epoch [65][2480/2825] lr: 7.500e-04, eta: 1 day, 4:45:46, time: 0.985, data_time: 0.003, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8284, loss_cls: 1.5685, loss: 1.5685, grad_norm: 6.6457 2020-10-03 02:02:34,423 - mmaction - INFO - Epoch [65][2500/2825] lr: 7.500e-04, eta: 1 day, 4:45:25, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8445, loss_cls: 1.5185, loss: 1.5185, grad_norm: 6.5056 2020-10-03 02:02:56,081 - mmaction - INFO - Epoch [65][2520/2825] lr: 7.500e-04, eta: 1 day, 4:45:05, time: 1.083, data_time: 0.011, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8372, loss_cls: 1.5816, loss: 1.5816, grad_norm: 6.7571 2020-10-03 02:03:15,969 - mmaction - INFO - Epoch [65][2540/2825] lr: 7.500e-04, eta: 1 day, 4:44:43, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8432, loss_cls: 1.5238, loss: 1.5238, grad_norm: 6.4301 2020-10-03 02:03:36,943 - mmaction - INFO - Epoch [65][2560/2825] lr: 7.500e-04, eta: 1 day, 4:44:22, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8331, loss_cls: 1.5868, loss: 1.5868, grad_norm: 6.6290 2020-10-03 02:03:57,210 - mmaction - INFO - Epoch [65][2580/2825] lr: 7.500e-04, eta: 1 day, 4:44:01, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8354, loss_cls: 1.5316, loss: 1.5316, grad_norm: 6.5544 2020-10-03 02:04:17,907 - mmaction - INFO - Epoch [65][2600/2825] lr: 7.500e-04, eta: 1 day, 4:43:40, time: 1.035, data_time: 0.012, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8479, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.5886 2020-10-03 02:04:38,931 - mmaction - INFO - Epoch [65][2620/2825] lr: 7.500e-04, eta: 1 day, 4:43:19, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8344, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.5706 2020-10-03 02:05:00,842 - mmaction - INFO - Epoch [65][2640/2825] lr: 7.500e-04, eta: 1 day, 4:42:59, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8492, loss_cls: 1.5192, loss: 1.5192, grad_norm: 6.6323 2020-10-03 02:05:20,686 - mmaction - INFO - Epoch [65][2660/2825] lr: 7.500e-04, eta: 1 day, 4:42:38, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6172, top5_acc: 0.8297, loss_cls: 1.5954, loss: 1.5954, grad_norm: 6.7178 2020-10-03 02:05:40,547 - mmaction - INFO - Epoch [65][2680/2825] lr: 7.500e-04, eta: 1 day, 4:42:16, time: 0.993, data_time: 0.025, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8253, loss_cls: 1.5936, loss: 1.5936, grad_norm: 6.7172 2020-10-03 02:06:00,693 - mmaction - INFO - Epoch [65][2700/2825] lr: 7.500e-04, eta: 1 day, 4:41:55, time: 1.007, data_time: 0.089, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8255, loss_cls: 1.5935, loss: 1.5935, grad_norm: 6.7053 2020-10-03 02:06:22,195 - mmaction - INFO - Epoch [65][2720/2825] lr: 7.500e-04, eta: 1 day, 4:41:34, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8357, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.5137 2020-10-03 02:06:43,214 - mmaction - INFO - Epoch [65][2740/2825] lr: 7.500e-04, eta: 1 day, 4:41:14, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8333, loss_cls: 1.5968, loss: 1.5968, grad_norm: 6.7963 2020-10-03 02:07:03,328 - mmaction - INFO - Epoch [65][2760/2825] lr: 7.500e-04, eta: 1 day, 4:40:52, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8401, loss_cls: 1.5486, loss: 1.5486, grad_norm: 6.7070 2020-10-03 02:07:24,186 - mmaction - INFO - Epoch [65][2780/2825] lr: 7.500e-04, eta: 1 day, 4:40:32, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8326, loss_cls: 1.5713, loss: 1.5713, grad_norm: 6.6974 2020-10-03 02:07:45,071 - mmaction - INFO - Epoch [65][2800/2825] lr: 7.500e-04, eta: 1 day, 4:40:11, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8333, loss_cls: 1.5466, loss: 1.5466, grad_norm: 6.5832 2020-10-03 02:08:04,925 - mmaction - INFO - Epoch [65][2820/2825] lr: 7.500e-04, eta: 1 day, 4:39:49, time: 0.992, data_time: 0.001, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8349, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.5659 2020-10-03 02:08:11,159 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-10-03 02:11:42,658 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 02:11:45,111 - mmaction - INFO - top1_acc 0.5921 top5_acc 0.8163 2020-10-03 02:11:45,112 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 02:11:45,233 - mmaction - INFO - mean_acc 0.5921 2020-10-03 02:11:45,234 - mmaction - INFO - Now best checkpoint is epoch_65.pth 2020-10-03 02:11:45,258 - mmaction - INFO - Epoch(val) [65][2825] top1_acc: 0.5921, top5_acc: 0.8163, mean_class_accuracy: 0.5921 2020-10-03 02:12:26,657 - mmaction - INFO - Epoch [66][20/2825] lr: 7.500e-04, eta: 1 day, 4:39:31, time: 2.070, data_time: 1.062, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8365, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.5921 2020-10-03 02:12:48,261 - mmaction - INFO - Epoch [66][40/2825] lr: 7.500e-04, eta: 1 day, 4:39:11, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8422, loss_cls: 1.5258, loss: 1.5258, grad_norm: 6.5473 2020-10-03 02:13:08,051 - mmaction - INFO - Epoch [66][60/2825] lr: 7.500e-04, eta: 1 day, 4:38:49, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8349, loss_cls: 1.5602, loss: 1.5602, grad_norm: 6.5843 2020-10-03 02:13:29,177 - mmaction - INFO - Epoch [66][80/2825] lr: 7.500e-04, eta: 1 day, 4:38:29, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8339, loss_cls: 1.5260, loss: 1.5260, grad_norm: 6.6252 2020-10-03 02:13:49,874 - mmaction - INFO - Epoch [66][100/2825] lr: 7.500e-04, eta: 1 day, 4:38:08, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8370, loss_cls: 1.5478, loss: 1.5478, grad_norm: 6.5661 2020-10-03 02:14:10,510 - mmaction - INFO - Epoch [66][120/2825] lr: 7.500e-04, eta: 1 day, 4:37:47, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5867, loss: 1.5867, grad_norm: 6.7460 2020-10-03 02:14:32,363 - mmaction - INFO - Epoch [66][140/2825] lr: 7.500e-04, eta: 1 day, 4:37:26, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8437, loss_cls: 1.5026, loss: 1.5026, grad_norm: 6.4972 2020-10-03 02:14:52,642 - mmaction - INFO - Epoch [66][160/2825] lr: 7.500e-04, eta: 1 day, 4:37:05, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8367, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.4913 2020-10-03 02:15:13,656 - mmaction - INFO - Epoch [66][180/2825] lr: 7.500e-04, eta: 1 day, 4:36:44, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8398, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.6887 2020-10-03 02:15:32,832 - mmaction - INFO - Epoch [66][200/2825] lr: 7.500e-04, eta: 1 day, 4:36:23, time: 0.960, data_time: 0.003, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8281, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.7027 2020-10-03 02:15:53,534 - mmaction - INFO - Epoch [66][220/2825] lr: 7.500e-04, eta: 1 day, 4:36:02, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8318, loss_cls: 1.5601, loss: 1.5601, grad_norm: 6.6226 2020-10-03 02:16:14,345 - mmaction - INFO - Epoch [66][240/2825] lr: 7.500e-04, eta: 1 day, 4:35:41, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8240, loss_cls: 1.6065, loss: 1.6065, grad_norm: 6.7477 2020-10-03 02:16:36,086 - mmaction - INFO - Epoch [66][260/2825] lr: 7.500e-04, eta: 1 day, 4:35:20, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8331, loss_cls: 1.5701, loss: 1.5701, grad_norm: 6.7043 2020-10-03 02:16:56,683 - mmaction - INFO - Epoch [66][280/2825] lr: 7.500e-04, eta: 1 day, 4:34:59, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.5019, loss: 1.5019, grad_norm: 6.5785 2020-10-03 02:17:18,079 - mmaction - INFO - Epoch [66][300/2825] lr: 7.500e-04, eta: 1 day, 4:34:39, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8333, loss_cls: 1.5780, loss: 1.5780, grad_norm: 6.6773 2020-10-03 02:17:37,896 - mmaction - INFO - Epoch [66][320/2825] lr: 7.500e-04, eta: 1 day, 4:34:17, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8313, loss_cls: 1.5692, loss: 1.5692, grad_norm: 6.5146 2020-10-03 02:17:59,039 - mmaction - INFO - Epoch [66][340/2825] lr: 7.500e-04, eta: 1 day, 4:33:57, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8333, loss_cls: 1.5600, loss: 1.5600, grad_norm: 6.6180 2020-10-03 02:18:18,944 - mmaction - INFO - Epoch [66][360/2825] lr: 7.500e-04, eta: 1 day, 4:33:35, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8419, loss_cls: 1.5382, loss: 1.5382, grad_norm: 6.5562 2020-10-03 02:18:40,028 - mmaction - INFO - Epoch [66][380/2825] lr: 7.500e-04, eta: 1 day, 4:33:14, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8370, loss_cls: 1.5396, loss: 1.5396, grad_norm: 6.5567 2020-10-03 02:19:01,563 - mmaction - INFO - Epoch [66][400/2825] lr: 7.500e-04, eta: 1 day, 4:32:54, time: 1.077, data_time: 0.019, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8299, loss_cls: 1.5919, loss: 1.5919, grad_norm: 6.6181 2020-10-03 02:19:22,387 - mmaction - INFO - Epoch [66][420/2825] lr: 7.500e-04, eta: 1 day, 4:32:33, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8570, loss_cls: 1.4541, loss: 1.4541, grad_norm: 6.4488 2020-10-03 02:19:42,123 - mmaction - INFO - Epoch [66][440/2825] lr: 7.500e-04, eta: 1 day, 4:32:12, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8414, loss_cls: 1.5237, loss: 1.5237, grad_norm: 6.6206 2020-10-03 02:20:03,126 - mmaction - INFO - Epoch [66][460/2825] lr: 7.500e-04, eta: 1 day, 4:31:51, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8357, loss_cls: 1.5636, loss: 1.5636, grad_norm: 6.6126 2020-10-03 02:20:23,827 - mmaction - INFO - Epoch [66][480/2825] lr: 7.500e-04, eta: 1 day, 4:31:30, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8372, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.4911 2020-10-03 02:20:45,856 - mmaction - INFO - Epoch [66][500/2825] lr: 7.500e-04, eta: 1 day, 4:31:09, time: 1.101, data_time: 0.001, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8414, loss_cls: 1.5768, loss: 1.5768, grad_norm: 6.7931 2020-10-03 02:21:05,894 - mmaction - INFO - Epoch [66][520/2825] lr: 7.500e-04, eta: 1 day, 4:30:48, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8435, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.6575 2020-10-03 02:21:26,576 - mmaction - INFO - Epoch [66][540/2825] lr: 7.500e-04, eta: 1 day, 4:30:27, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8281, loss_cls: 1.5822, loss: 1.5822, grad_norm: 6.5946 2020-10-03 02:21:47,409 - mmaction - INFO - Epoch [66][560/2825] lr: 7.500e-04, eta: 1 day, 4:30:06, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8380, loss_cls: 1.5357, loss: 1.5357, grad_norm: 6.6184 2020-10-03 02:22:07,990 - mmaction - INFO - Epoch [66][580/2825] lr: 7.500e-04, eta: 1 day, 4:29:45, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5752, loss: 1.5752, grad_norm: 6.6795 2020-10-03 02:22:28,729 - mmaction - INFO - Epoch [66][600/2825] lr: 7.500e-04, eta: 1 day, 4:29:24, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8341, loss_cls: 1.5670, loss: 1.5670, grad_norm: 6.6034 2020-10-03 02:22:50,795 - mmaction - INFO - Epoch [66][620/2825] lr: 7.500e-04, eta: 1 day, 4:29:04, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8313, loss_cls: 1.6259, loss: 1.6259, grad_norm: 6.7539 2020-10-03 02:23:10,662 - mmaction - INFO - Epoch [66][640/2825] lr: 7.500e-04, eta: 1 day, 4:28:43, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8362, loss_cls: 1.5507, loss: 1.5507, grad_norm: 6.5720 2020-10-03 02:23:30,743 - mmaction - INFO - Epoch [66][660/2825] lr: 7.500e-04, eta: 1 day, 4:28:21, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8378, loss_cls: 1.5525, loss: 1.5525, grad_norm: 6.5055 2020-10-03 02:23:51,937 - mmaction - INFO - Epoch [66][680/2825] lr: 7.500e-04, eta: 1 day, 4:28:01, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8362, loss_cls: 1.5772, loss: 1.5772, grad_norm: 6.6732 2020-10-03 02:24:12,211 - mmaction - INFO - Epoch [66][700/2825] lr: 7.500e-04, eta: 1 day, 4:27:40, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8398, loss_cls: 1.5332, loss: 1.5332, grad_norm: 6.6634 2020-10-03 02:24:32,851 - mmaction - INFO - Epoch [66][720/2825] lr: 7.500e-04, eta: 1 day, 4:27:18, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8401, loss_cls: 1.5413, loss: 1.5413, grad_norm: 6.5612 2020-10-03 02:24:54,860 - mmaction - INFO - Epoch [66][740/2825] lr: 7.500e-04, eta: 1 day, 4:26:58, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8349, loss_cls: 1.5344, loss: 1.5344, grad_norm: 6.5813 2020-10-03 02:25:14,785 - mmaction - INFO - Epoch [66][760/2825] lr: 7.500e-04, eta: 1 day, 4:26:37, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8260, loss_cls: 1.5944, loss: 1.5944, grad_norm: 6.7609 2020-10-03 02:25:36,847 - mmaction - INFO - Epoch [66][780/2825] lr: 7.500e-04, eta: 1 day, 4:26:17, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8365, loss_cls: 1.5483, loss: 1.5483, grad_norm: 6.5595 2020-10-03 02:25:57,445 - mmaction - INFO - Epoch [66][800/2825] lr: 7.500e-04, eta: 1 day, 4:25:56, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8440, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.5318 2020-10-03 02:26:16,749 - mmaction - INFO - Epoch [66][820/2825] lr: 7.500e-04, eta: 1 day, 4:25:34, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8227, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.6905 2020-10-03 02:26:37,922 - mmaction - INFO - Epoch [66][840/2825] lr: 7.500e-04, eta: 1 day, 4:25:13, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8302, loss_cls: 1.6033, loss: 1.6033, grad_norm: 6.7165 2020-10-03 02:26:58,604 - mmaction - INFO - Epoch [66][860/2825] lr: 7.500e-04, eta: 1 day, 4:24:52, time: 1.034, data_time: 0.014, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8268, loss_cls: 1.5937, loss: 1.5937, grad_norm: 6.7895 2020-10-03 02:27:20,239 - mmaction - INFO - Epoch [66][880/2825] lr: 7.500e-04, eta: 1 day, 4:24:32, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8292, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.6117 2020-10-03 02:27:39,603 - mmaction - INFO - Epoch [66][900/2825] lr: 7.500e-04, eta: 1 day, 4:24:10, time: 0.967, data_time: 0.006, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8305, loss_cls: 1.6103, loss: 1.6103, grad_norm: 6.6902 2020-10-03 02:28:00,860 - mmaction - INFO - Epoch [66][920/2825] lr: 7.500e-04, eta: 1 day, 4:23:49, time: 1.064, data_time: 0.006, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8339, loss_cls: 1.5645, loss: 1.5645, grad_norm: 6.6724 2020-10-03 02:28:21,795 - mmaction - INFO - Epoch [66][940/2825] lr: 7.500e-04, eta: 1 day, 4:23:29, time: 1.046, data_time: 0.141, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8237, loss_cls: 1.6301, loss: 1.6301, grad_norm: 6.6866 2020-10-03 02:28:42,679 - mmaction - INFO - Epoch [66][960/2825] lr: 7.500e-04, eta: 1 day, 4:23:08, time: 1.044, data_time: 0.325, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8375, loss_cls: 1.5476, loss: 1.5476, grad_norm: 6.5744 2020-10-03 02:29:02,280 - mmaction - INFO - Epoch [66][980/2825] lr: 7.500e-04, eta: 1 day, 4:22:46, time: 0.980, data_time: 0.043, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8339, loss_cls: 1.5913, loss: 1.5913, grad_norm: 6.7211 2020-10-03 02:29:22,875 - mmaction - INFO - Epoch [66][1000/2825] lr: 7.500e-04, eta: 1 day, 4:22:25, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8424, loss_cls: 1.5370, loss: 1.5370, grad_norm: 6.6231 2020-10-03 02:29:44,391 - mmaction - INFO - Epoch [66][1020/2825] lr: 7.500e-04, eta: 1 day, 4:22:05, time: 1.076, data_time: 0.019, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8299, loss_cls: 1.5639, loss: 1.5639, grad_norm: 6.6026 2020-10-03 02:30:04,485 - mmaction - INFO - Epoch [66][1040/2825] lr: 7.500e-04, eta: 1 day, 4:21:43, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8268, loss_cls: 1.5903, loss: 1.5903, grad_norm: 6.5786 2020-10-03 02:30:26,339 - mmaction - INFO - Epoch [66][1060/2825] lr: 7.500e-04, eta: 1 day, 4:21:23, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8346, loss_cls: 1.5537, loss: 1.5537, grad_norm: 6.5689 2020-10-03 02:30:47,468 - mmaction - INFO - Epoch [66][1080/2825] lr: 7.500e-04, eta: 1 day, 4:21:02, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5840, loss: 1.5840, grad_norm: 6.6932 2020-10-03 02:31:07,655 - mmaction - INFO - Epoch [66][1100/2825] lr: 7.500e-04, eta: 1 day, 4:20:41, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8365, loss_cls: 1.5288, loss: 1.5288, grad_norm: 6.3831 2020-10-03 02:31:28,726 - mmaction - INFO - Epoch [66][1120/2825] lr: 7.500e-04, eta: 1 day, 4:20:20, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8320, loss_cls: 1.5648, loss: 1.5648, grad_norm: 6.5707 2020-10-03 02:31:49,303 - mmaction - INFO - Epoch [66][1140/2825] lr: 7.500e-04, eta: 1 day, 4:19:59, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8411, loss_cls: 1.5489, loss: 1.5489, grad_norm: 6.5934 2020-10-03 02:32:09,866 - mmaction - INFO - Epoch [66][1160/2825] lr: 7.500e-04, eta: 1 day, 4:19:38, time: 1.029, data_time: 0.039, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8370, loss_cls: 1.5560, loss: 1.5560, grad_norm: 6.6931 2020-10-03 02:32:30,167 - mmaction - INFO - Epoch [66][1180/2825] lr: 7.500e-04, eta: 1 day, 4:19:17, time: 1.015, data_time: 0.023, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5714, loss: 1.5714, grad_norm: 6.7306 2020-10-03 02:32:50,222 - mmaction - INFO - Epoch [66][1200/2825] lr: 7.500e-04, eta: 1 day, 4:18:56, time: 1.002, data_time: 0.052, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8299, loss_cls: 1.5872, loss: 1.5872, grad_norm: 6.7232 2020-10-03 02:33:10,948 - mmaction - INFO - Epoch [66][1220/2825] lr: 7.500e-04, eta: 1 day, 4:18:35, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8411, loss_cls: 1.5534, loss: 1.5534, grad_norm: 6.5841 2020-10-03 02:33:32,052 - mmaction - INFO - Epoch [66][1240/2825] lr: 7.500e-04, eta: 1 day, 4:18:14, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8333, loss_cls: 1.5805, loss: 1.5805, grad_norm: 6.6601 2020-10-03 02:33:52,571 - mmaction - INFO - Epoch [66][1260/2825] lr: 7.500e-04, eta: 1 day, 4:17:53, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8310, loss_cls: 1.5552, loss: 1.5552, grad_norm: 6.6784 2020-10-03 02:34:12,381 - mmaction - INFO - Epoch [66][1280/2825] lr: 7.500e-04, eta: 1 day, 4:17:31, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8328, loss_cls: 1.5824, loss: 1.5824, grad_norm: 6.6683 2020-10-03 02:34:33,396 - mmaction - INFO - Epoch [66][1300/2825] lr: 7.500e-04, eta: 1 day, 4:17:11, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8292, loss_cls: 1.6041, loss: 1.6041, grad_norm: 6.6892 2020-10-03 02:34:55,096 - mmaction - INFO - Epoch [66][1320/2825] lr: 7.500e-04, eta: 1 day, 4:16:50, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8281, loss_cls: 1.5938, loss: 1.5938, grad_norm: 6.7422 2020-10-03 02:35:15,682 - mmaction - INFO - Epoch [66][1340/2825] lr: 7.500e-04, eta: 1 day, 4:16:29, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8232, loss_cls: 1.5970, loss: 1.5970, grad_norm: 6.8924 2020-10-03 02:35:36,193 - mmaction - INFO - Epoch [66][1360/2825] lr: 7.500e-04, eta: 1 day, 4:16:08, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8385, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.7011 2020-10-03 02:35:57,507 - mmaction - INFO - Epoch [66][1380/2825] lr: 7.500e-04, eta: 1 day, 4:15:48, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8419, loss_cls: 1.5519, loss: 1.5519, grad_norm: 6.6296 2020-10-03 02:36:17,644 - mmaction - INFO - Epoch [66][1400/2825] lr: 7.500e-04, eta: 1 day, 4:15:26, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8326, loss_cls: 1.5627, loss: 1.5627, grad_norm: 6.6294 2020-10-03 02:36:38,305 - mmaction - INFO - Epoch [66][1420/2825] lr: 7.500e-04, eta: 1 day, 4:15:05, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8286, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.8125 2020-10-03 02:36:59,833 - mmaction - INFO - Epoch [66][1440/2825] lr: 7.500e-04, eta: 1 day, 4:14:45, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8380, loss_cls: 1.5629, loss: 1.5629, grad_norm: 6.6073 2020-10-03 02:37:19,249 - mmaction - INFO - Epoch [66][1460/2825] lr: 7.500e-04, eta: 1 day, 4:14:23, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8471, loss_cls: 1.4785, loss: 1.4785, grad_norm: 6.4056 2020-10-03 02:37:40,438 - mmaction - INFO - Epoch [66][1480/2825] lr: 7.500e-04, eta: 1 day, 4:14:02, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8344, loss_cls: 1.5566, loss: 1.5566, grad_norm: 6.6050 2020-10-03 02:38:01,000 - mmaction - INFO - Epoch [66][1500/2825] lr: 7.500e-04, eta: 1 day, 4:13:41, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.6009, loss: 1.6009, grad_norm: 6.6519 2020-10-03 02:38:21,133 - mmaction - INFO - Epoch [66][1520/2825] lr: 7.500e-04, eta: 1 day, 4:13:20, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8341, loss_cls: 1.5578, loss: 1.5578, grad_norm: 6.7052 2020-10-03 02:38:41,814 - mmaction - INFO - Epoch [66][1540/2825] lr: 7.500e-04, eta: 1 day, 4:12:59, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8372, loss_cls: 1.5005, loss: 1.5005, grad_norm: 6.5090 2020-10-03 02:39:02,974 - mmaction - INFO - Epoch [66][1560/2825] lr: 7.500e-04, eta: 1 day, 4:12:38, time: 1.058, data_time: 0.009, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8279, loss_cls: 1.5835, loss: 1.5835, grad_norm: 6.6852 2020-10-03 02:39:22,807 - mmaction - INFO - Epoch [66][1580/2825] lr: 7.500e-04, eta: 1 day, 4:12:17, time: 0.991, data_time: 0.011, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8323, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.7328 2020-10-03 02:39:43,872 - mmaction - INFO - Epoch [66][1600/2825] lr: 7.500e-04, eta: 1 day, 4:11:56, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8443, loss_cls: 1.5345, loss: 1.5345, grad_norm: 6.5890 2020-10-03 02:40:04,756 - mmaction - INFO - Epoch [66][1620/2825] lr: 7.500e-04, eta: 1 day, 4:11:35, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8430, loss_cls: 1.5267, loss: 1.5267, grad_norm: 6.5639 2020-10-03 02:40:24,132 - mmaction - INFO - Epoch [66][1640/2825] lr: 7.500e-04, eta: 1 day, 4:11:14, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8315, loss_cls: 1.5911, loss: 1.5911, grad_norm: 6.5835 2020-10-03 02:40:46,488 - mmaction - INFO - Epoch [66][1660/2825] lr: 7.500e-04, eta: 1 day, 4:10:54, time: 1.118, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8307, loss_cls: 1.5583, loss: 1.5583, grad_norm: 6.5071 2020-10-03 02:41:05,699 - mmaction - INFO - Epoch [66][1680/2825] lr: 7.500e-04, eta: 1 day, 4:10:32, time: 0.960, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8346, loss_cls: 1.5595, loss: 1.5595, grad_norm: 6.5226 2020-10-03 02:41:27,193 - mmaction - INFO - Epoch [66][1700/2825] lr: 7.500e-04, eta: 1 day, 4:10:11, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8451, loss_cls: 1.4890, loss: 1.4890, grad_norm: 6.4632 2020-10-03 02:41:47,391 - mmaction - INFO - Epoch [66][1720/2825] lr: 7.500e-04, eta: 1 day, 4:09:50, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8375, loss_cls: 1.5726, loss: 1.5726, grad_norm: 6.6291 2020-10-03 02:42:08,354 - mmaction - INFO - Epoch [66][1740/2825] lr: 7.500e-04, eta: 1 day, 4:09:29, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8281, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.6188 2020-10-03 02:42:28,899 - mmaction - INFO - Epoch [66][1760/2825] lr: 7.500e-04, eta: 1 day, 4:09:08, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8362, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.5811 2020-10-03 02:42:49,900 - mmaction - INFO - Epoch [66][1780/2825] lr: 7.500e-04, eta: 1 day, 4:08:47, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8349, loss_cls: 1.5593, loss: 1.5593, grad_norm: 6.7154 2020-10-03 02:43:10,219 - mmaction - INFO - Epoch [66][1800/2825] lr: 7.500e-04, eta: 1 day, 4:08:26, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8443, loss_cls: 1.5225, loss: 1.5225, grad_norm: 6.6743 2020-10-03 02:43:31,216 - mmaction - INFO - Epoch [66][1820/2825] lr: 7.500e-04, eta: 1 day, 4:08:05, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8320, loss_cls: 1.5808, loss: 1.5808, grad_norm: 6.6517 2020-10-03 02:43:51,685 - mmaction - INFO - Epoch [66][1840/2825] lr: 7.500e-04, eta: 1 day, 4:07:44, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8404, loss_cls: 1.5121, loss: 1.5121, grad_norm: 6.5640 2020-10-03 02:44:12,620 - mmaction - INFO - Epoch [66][1860/2825] lr: 7.500e-04, eta: 1 day, 4:07:24, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8367, loss_cls: 1.5857, loss: 1.5857, grad_norm: 6.6835 2020-10-03 02:44:33,899 - mmaction - INFO - Epoch [66][1880/2825] lr: 7.500e-04, eta: 1 day, 4:07:03, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8352, loss_cls: 1.5994, loss: 1.5994, grad_norm: 6.7989 2020-10-03 02:44:55,232 - mmaction - INFO - Epoch [66][1900/2825] lr: 7.500e-04, eta: 1 day, 4:06:42, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6214, top5_acc: 0.8326, loss_cls: 1.5942, loss: 1.5942, grad_norm: 6.7202 2020-10-03 02:45:14,847 - mmaction - INFO - Epoch [66][1920/2825] lr: 7.500e-04, eta: 1 day, 4:06:21, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8346, loss_cls: 1.5617, loss: 1.5617, grad_norm: 6.6996 2020-10-03 02:45:35,503 - mmaction - INFO - Epoch [66][1940/2825] lr: 7.500e-04, eta: 1 day, 4:06:00, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8393, loss_cls: 1.5356, loss: 1.5356, grad_norm: 6.6735 2020-10-03 02:45:56,791 - mmaction - INFO - Epoch [66][1960/2825] lr: 7.500e-04, eta: 1 day, 4:05:39, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8458, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.4468 2020-10-03 02:46:17,411 - mmaction - INFO - Epoch [66][1980/2825] lr: 7.500e-04, eta: 1 day, 4:05:18, time: 1.032, data_time: 0.152, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8320, loss_cls: 1.5886, loss: 1.5886, grad_norm: 6.7212 2020-10-03 02:46:38,912 - mmaction - INFO - Epoch [66][2000/2825] lr: 7.500e-04, eta: 1 day, 4:04:58, time: 1.075, data_time: 0.141, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8339, loss_cls: 1.5552, loss: 1.5552, grad_norm: 6.6543 2020-10-03 02:46:58,829 - mmaction - INFO - Epoch [66][2020/2825] lr: 7.500e-04, eta: 1 day, 4:04:36, time: 0.995, data_time: 0.220, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8417, loss_cls: 1.5153, loss: 1.5153, grad_norm: 6.6389 2020-10-03 02:47:19,535 - mmaction - INFO - Epoch [66][2040/2825] lr: 7.500e-04, eta: 1 day, 4:04:15, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8284, loss_cls: 1.6027, loss: 1.6027, grad_norm: 6.7582 2020-10-03 02:47:41,466 - mmaction - INFO - Epoch [66][2060/2825] lr: 7.500e-04, eta: 1 day, 4:03:55, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8302, loss_cls: 1.5954, loss: 1.5954, grad_norm: 6.7131 2020-10-03 02:48:01,655 - mmaction - INFO - Epoch [66][2080/2825] lr: 7.500e-04, eta: 1 day, 4:03:34, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8435, loss_cls: 1.5318, loss: 1.5318, grad_norm: 6.4955 2020-10-03 02:48:21,293 - mmaction - INFO - Epoch [66][2100/2825] lr: 7.500e-04, eta: 1 day, 4:03:12, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8427, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.6286 2020-10-03 02:48:42,506 - mmaction - INFO - Epoch [66][2120/2825] lr: 7.500e-04, eta: 1 day, 4:02:51, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8339, loss_cls: 1.5798, loss: 1.5798, grad_norm: 6.6081 2020-10-03 02:49:02,981 - mmaction - INFO - Epoch [66][2140/2825] lr: 7.500e-04, eta: 1 day, 4:02:30, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8292, loss_cls: 1.5840, loss: 1.5840, grad_norm: 6.7273 2020-10-03 02:49:24,012 - mmaction - INFO - Epoch [66][2160/2825] lr: 7.500e-04, eta: 1 day, 4:02:10, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8286, loss_cls: 1.5942, loss: 1.5942, grad_norm: 6.7537 2020-10-03 02:49:44,181 - mmaction - INFO - Epoch [66][2180/2825] lr: 7.500e-04, eta: 1 day, 4:01:48, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8302, loss_cls: 1.5510, loss: 1.5510, grad_norm: 6.6649 2020-10-03 02:50:05,730 - mmaction - INFO - Epoch [66][2200/2825] lr: 7.500e-04, eta: 1 day, 4:01:28, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8326, loss_cls: 1.5861, loss: 1.5861, grad_norm: 6.5831 2020-10-03 02:50:25,422 - mmaction - INFO - Epoch [66][2220/2825] lr: 7.500e-04, eta: 1 day, 4:01:06, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8279, loss_cls: 1.5752, loss: 1.5752, grad_norm: 6.6240 2020-10-03 02:50:46,006 - mmaction - INFO - Epoch [66][2240/2825] lr: 7.500e-04, eta: 1 day, 4:00:45, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8323, loss_cls: 1.5629, loss: 1.5629, grad_norm: 6.4892 2020-10-03 02:51:06,775 - mmaction - INFO - Epoch [66][2260/2825] lr: 7.500e-04, eta: 1 day, 4:00:24, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8326, loss_cls: 1.5683, loss: 1.5683, grad_norm: 6.6670 2020-10-03 02:51:27,574 - mmaction - INFO - Epoch [66][2280/2825] lr: 7.500e-04, eta: 1 day, 4:00:03, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8375, loss_cls: 1.5086, loss: 1.5086, grad_norm: 6.4537 2020-10-03 02:51:48,278 - mmaction - INFO - Epoch [66][2300/2825] lr: 7.500e-04, eta: 1 day, 3:59:42, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8273, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.8622 2020-10-03 02:52:09,223 - mmaction - INFO - Epoch [66][2320/2825] lr: 7.500e-04, eta: 1 day, 3:59:22, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8341, loss_cls: 1.5548, loss: 1.5548, grad_norm: 6.6772 2020-10-03 02:52:29,854 - mmaction - INFO - Epoch [66][2340/2825] lr: 7.500e-04, eta: 1 day, 3:59:01, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8263, loss_cls: 1.5977, loss: 1.5977, grad_norm: 6.6689 2020-10-03 02:52:50,245 - mmaction - INFO - Epoch [66][2360/2825] lr: 7.500e-04, eta: 1 day, 3:58:40, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8339, loss_cls: 1.5766, loss: 1.5766, grad_norm: 6.8522 2020-10-03 02:53:11,095 - mmaction - INFO - Epoch [66][2380/2825] lr: 7.500e-04, eta: 1 day, 3:58:19, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8411, loss_cls: 1.5242, loss: 1.5242, grad_norm: 6.5447 2020-10-03 02:53:32,108 - mmaction - INFO - Epoch [66][2400/2825] lr: 7.500e-04, eta: 1 day, 3:57:58, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8299, loss_cls: 1.5709, loss: 1.5709, grad_norm: 6.5051 2020-10-03 02:53:54,083 - mmaction - INFO - Epoch [66][2420/2825] lr: 7.500e-04, eta: 1 day, 3:57:38, time: 1.100, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8331, loss_cls: 1.5706, loss: 1.5706, grad_norm: 6.6149 2020-10-03 02:54:13,397 - mmaction - INFO - Epoch [66][2440/2825] lr: 7.500e-04, eta: 1 day, 3:57:16, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8227, loss_cls: 1.6097, loss: 1.6097, grad_norm: 6.7094 2020-10-03 02:54:34,725 - mmaction - INFO - Epoch [66][2460/2825] lr: 7.500e-04, eta: 1 day, 3:56:55, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8383, loss_cls: 1.5401, loss: 1.5401, grad_norm: 6.7356 2020-10-03 02:54:54,439 - mmaction - INFO - Epoch [66][2480/2825] lr: 7.500e-04, eta: 1 day, 3:56:34, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8393, loss_cls: 1.5407, loss: 1.5407, grad_norm: 6.5008 2020-10-03 02:55:15,987 - mmaction - INFO - Epoch [66][2500/2825] lr: 7.500e-04, eta: 1 day, 3:56:13, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8313, loss_cls: 1.5891, loss: 1.5891, grad_norm: 6.6271 2020-10-03 02:55:36,633 - mmaction - INFO - Epoch [66][2520/2825] lr: 7.500e-04, eta: 1 day, 3:55:52, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8292, loss_cls: 1.5855, loss: 1.5855, grad_norm: 6.6899 2020-10-03 02:55:57,405 - mmaction - INFO - Epoch [66][2540/2825] lr: 7.500e-04, eta: 1 day, 3:55:31, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8372, loss_cls: 1.5504, loss: 1.5504, grad_norm: 6.5673 2020-10-03 02:56:19,902 - mmaction - INFO - Epoch [66][2560/2825] lr: 7.500e-04, eta: 1 day, 3:55:11, time: 1.125, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8492, loss_cls: 1.5196, loss: 1.5196, grad_norm: 6.6578 2020-10-03 02:56:40,806 - mmaction - INFO - Epoch [66][2580/2825] lr: 7.500e-04, eta: 1 day, 3:54:50, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8401, loss_cls: 1.5461, loss: 1.5461, grad_norm: 6.5905 2020-10-03 02:56:59,639 - mmaction - INFO - Epoch [66][2600/2825] lr: 7.500e-04, eta: 1 day, 3:54:29, time: 0.940, data_time: 0.022, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8461, loss_cls: 1.5168, loss: 1.5168, grad_norm: 6.6194 2020-10-03 02:57:20,277 - mmaction - INFO - Epoch [66][2620/2825] lr: 7.500e-04, eta: 1 day, 3:54:08, time: 1.033, data_time: 0.015, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8339, loss_cls: 1.5530, loss: 1.5530, grad_norm: 6.6499 2020-10-03 02:57:41,308 - mmaction - INFO - Epoch [66][2640/2825] lr: 7.500e-04, eta: 1 day, 3:53:47, time: 1.053, data_time: 0.100, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8352, loss_cls: 1.5937, loss: 1.5937, grad_norm: 6.7049 2020-10-03 02:58:02,347 - mmaction - INFO - Epoch [66][2660/2825] lr: 7.500e-04, eta: 1 day, 3:53:26, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8326, loss_cls: 1.5875, loss: 1.5875, grad_norm: 6.6737 2020-10-03 02:58:22,487 - mmaction - INFO - Epoch [66][2680/2825] lr: 7.500e-04, eta: 1 day, 3:53:05, time: 1.007, data_time: 0.079, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8305, loss_cls: 1.5942, loss: 1.5942, grad_norm: 6.6712 2020-10-03 02:58:43,817 - mmaction - INFO - Epoch [66][2700/2825] lr: 7.500e-04, eta: 1 day, 3:52:44, time: 1.066, data_time: 0.308, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.6068, loss: 1.6068, grad_norm: 6.5100 2020-10-03 02:59:04,639 - mmaction - INFO - Epoch [66][2720/2825] lr: 7.500e-04, eta: 1 day, 3:52:23, time: 1.042, data_time: 0.423, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8417, loss_cls: 1.5518, loss: 1.5518, grad_norm: 6.6773 2020-10-03 02:59:24,825 - mmaction - INFO - Epoch [66][2740/2825] lr: 7.500e-04, eta: 1 day, 3:52:02, time: 1.009, data_time: 0.360, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8297, loss_cls: 1.5889, loss: 1.5889, grad_norm: 6.6955 2020-10-03 02:59:45,482 - mmaction - INFO - Epoch [66][2760/2825] lr: 7.500e-04, eta: 1 day, 3:51:41, time: 1.033, data_time: 0.328, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8354, loss_cls: 1.5612, loss: 1.5612, grad_norm: 6.6587 2020-10-03 03:00:06,750 - mmaction - INFO - Epoch [66][2780/2825] lr: 7.500e-04, eta: 1 day, 3:51:20, time: 1.063, data_time: 0.089, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5582, loss: 1.5582, grad_norm: 6.5890 2020-10-03 03:00:28,052 - mmaction - INFO - Epoch [66][2800/2825] lr: 7.500e-04, eta: 1 day, 3:51:00, time: 1.065, data_time: 0.005, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8435, loss_cls: 1.5568, loss: 1.5568, grad_norm: 6.6675 2020-10-03 03:00:48,309 - mmaction - INFO - Epoch [66][2820/2825] lr: 7.500e-04, eta: 1 day, 3:50:38, time: 1.012, data_time: 0.053, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8279, loss_cls: 1.5637, loss: 1.5637, grad_norm: 6.5746 2020-10-03 03:00:54,471 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-10-03 03:01:42,839 - mmaction - INFO - Epoch [67][20/2825] lr: 7.500e-04, eta: 1 day, 3:50:23, time: 2.326, data_time: 1.254, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8391, loss_cls: 1.5470, loss: 1.5470, grad_norm: 6.5705 2020-10-03 03:02:05,312 - mmaction - INFO - Epoch [67][40/2825] lr: 7.500e-04, eta: 1 day, 3:50:03, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8310, loss_cls: 1.5746, loss: 1.5746, grad_norm: 6.5797 2020-10-03 03:02:24,877 - mmaction - INFO - Epoch [67][60/2825] lr: 7.500e-04, eta: 1 day, 3:49:41, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8411, loss_cls: 1.5737, loss: 1.5737, grad_norm: 6.6147 2020-10-03 03:02:46,828 - mmaction - INFO - Epoch [67][80/2825] lr: 7.500e-04, eta: 1 day, 3:49:21, time: 1.098, data_time: 0.003, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.5234, loss: 1.5234, grad_norm: 6.6779 2020-10-03 03:03:08,594 - mmaction - INFO - Epoch [67][100/2825] lr: 7.500e-04, eta: 1 day, 3:49:01, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8339, loss_cls: 1.5612, loss: 1.5612, grad_norm: 6.6484 2020-10-03 03:03:27,483 - mmaction - INFO - Epoch [67][120/2825] lr: 7.500e-04, eta: 1 day, 3:48:39, time: 0.944, data_time: 0.001, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8432, loss_cls: 1.5158, loss: 1.5158, grad_norm: 6.5672 2020-10-03 03:03:48,737 - mmaction - INFO - Epoch [67][140/2825] lr: 7.500e-04, eta: 1 day, 3:48:18, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8315, loss_cls: 1.5782, loss: 1.5782, grad_norm: 6.6872 2020-10-03 03:04:10,266 - mmaction - INFO - Epoch [67][160/2825] lr: 7.500e-04, eta: 1 day, 3:47:57, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.5597, loss: 1.5597, grad_norm: 6.6402 2020-10-03 03:04:30,943 - mmaction - INFO - Epoch [67][180/2825] lr: 7.500e-04, eta: 1 day, 3:47:37, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.5052, loss: 1.5052, grad_norm: 6.4121 2020-10-03 03:04:50,994 - mmaction - INFO - Epoch [67][200/2825] lr: 7.500e-04, eta: 1 day, 3:47:15, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8451, loss_cls: 1.4999, loss: 1.4999, grad_norm: 6.6271 2020-10-03 03:05:12,008 - mmaction - INFO - Epoch [67][220/2825] lr: 7.500e-04, eta: 1 day, 3:46:54, time: 1.050, data_time: 0.007, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.5201, loss: 1.5201, grad_norm: 6.5811 2020-10-03 03:05:33,082 - mmaction - INFO - Epoch [67][240/2825] lr: 7.500e-04, eta: 1 day, 3:46:34, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8490, loss_cls: 1.5197, loss: 1.5197, grad_norm: 6.8875 2020-10-03 03:05:54,360 - mmaction - INFO - Epoch [67][260/2825] lr: 7.500e-04, eta: 1 day, 3:46:13, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5207, loss: 1.5207, grad_norm: 6.5741 2020-10-03 03:06:14,607 - mmaction - INFO - Epoch [67][280/2825] lr: 7.500e-04, eta: 1 day, 3:45:52, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5484, loss: 1.5484, grad_norm: 6.5205 2020-10-03 03:06:34,484 - mmaction - INFO - Epoch [67][300/2825] lr: 7.500e-04, eta: 1 day, 3:45:30, time: 0.995, data_time: 0.003, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8406, loss_cls: 1.5191, loss: 1.5191, grad_norm: 6.5466 2020-10-03 03:06:55,209 - mmaction - INFO - Epoch [67][320/2825] lr: 7.500e-04, eta: 1 day, 3:45:09, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8458, loss_cls: 1.5156, loss: 1.5156, grad_norm: 6.6001 2020-10-03 03:07:16,425 - mmaction - INFO - Epoch [67][340/2825] lr: 7.500e-04, eta: 1 day, 3:44:49, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8333, loss_cls: 1.5596, loss: 1.5596, grad_norm: 6.6852 2020-10-03 03:07:37,327 - mmaction - INFO - Epoch [67][360/2825] lr: 7.500e-04, eta: 1 day, 3:44:28, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8333, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.7261 2020-10-03 03:07:57,700 - mmaction - INFO - Epoch [67][380/2825] lr: 7.500e-04, eta: 1 day, 3:44:07, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8339, loss_cls: 1.5669, loss: 1.5669, grad_norm: 6.6557 2020-10-03 03:08:18,914 - mmaction - INFO - Epoch [67][400/2825] lr: 7.500e-04, eta: 1 day, 3:43:46, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8380, loss_cls: 1.5615, loss: 1.5615, grad_norm: 6.7573 2020-10-03 03:08:38,509 - mmaction - INFO - Epoch [67][420/2825] lr: 7.500e-04, eta: 1 day, 3:43:25, time: 0.980, data_time: 0.017, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8237, loss_cls: 1.6296, loss: 1.6296, grad_norm: 6.9159 2020-10-03 03:08:59,341 - mmaction - INFO - Epoch [67][440/2825] lr: 7.500e-04, eta: 1 day, 3:43:04, time: 1.041, data_time: 0.073, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.5220, loss: 1.5220, grad_norm: 6.7179 2020-10-03 03:09:21,068 - mmaction - INFO - Epoch [67][460/2825] lr: 7.500e-04, eta: 1 day, 3:42:43, time: 1.088, data_time: 0.021, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8253, loss_cls: 1.6205, loss: 1.6205, grad_norm: 6.8092 2020-10-03 03:09:40,865 - mmaction - INFO - Epoch [67][480/2825] lr: 7.500e-04, eta: 1 day, 3:42:22, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8279, loss_cls: 1.6088, loss: 1.6088, grad_norm: 6.7147 2020-10-03 03:10:02,555 - mmaction - INFO - Epoch [67][500/2825] lr: 7.500e-04, eta: 1 day, 3:42:01, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8440, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.7108 2020-10-03 03:10:22,468 - mmaction - INFO - Epoch [67][520/2825] lr: 7.500e-04, eta: 1 day, 3:41:40, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8310, loss_cls: 1.5539, loss: 1.5539, grad_norm: 6.7427 2020-10-03 03:10:43,691 - mmaction - INFO - Epoch [67][540/2825] lr: 7.500e-04, eta: 1 day, 3:41:19, time: 1.061, data_time: 0.025, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8391, loss_cls: 1.5662, loss: 1.5662, grad_norm: 6.6614 2020-10-03 03:11:05,526 - mmaction - INFO - Epoch [67][560/2825] lr: 7.500e-04, eta: 1 day, 3:40:59, time: 1.092, data_time: 0.011, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8417, loss_cls: 1.5352, loss: 1.5352, grad_norm: 6.6389 2020-10-03 03:11:25,456 - mmaction - INFO - Epoch [67][580/2825] lr: 7.500e-04, eta: 1 day, 3:40:38, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8393, loss_cls: 1.5265, loss: 1.5265, grad_norm: 6.7083 2020-10-03 03:11:47,097 - mmaction - INFO - Epoch [67][600/2825] lr: 7.500e-04, eta: 1 day, 3:40:17, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8388, loss_cls: 1.5123, loss: 1.5123, grad_norm: 6.4153 2020-10-03 03:12:09,040 - mmaction - INFO - Epoch [67][620/2825] lr: 7.500e-04, eta: 1 day, 3:39:57, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8430, loss_cls: 1.5489, loss: 1.5489, grad_norm: 6.7702 2020-10-03 03:12:29,360 - mmaction - INFO - Epoch [67][640/2825] lr: 7.500e-04, eta: 1 day, 3:39:36, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5735, loss: 1.5735, grad_norm: 6.8882 2020-10-03 03:12:50,342 - mmaction - INFO - Epoch [67][660/2825] lr: 7.500e-04, eta: 1 day, 3:39:15, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8471, loss_cls: 1.4868, loss: 1.4868, grad_norm: 6.5100 2020-10-03 03:13:10,404 - mmaction - INFO - Epoch [67][680/2825] lr: 7.500e-04, eta: 1 day, 3:38:53, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8424, loss_cls: 1.4899, loss: 1.4899, grad_norm: 6.6115 2020-10-03 03:13:30,075 - mmaction - INFO - Epoch [67][700/2825] lr: 7.500e-04, eta: 1 day, 3:38:32, time: 0.984, data_time: 0.003, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8346, loss_cls: 1.5626, loss: 1.5626, grad_norm: 6.6453 2020-10-03 03:13:51,379 - mmaction - INFO - Epoch [67][720/2825] lr: 7.500e-04, eta: 1 day, 3:38:11, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8497, loss_cls: 1.4932, loss: 1.4932, grad_norm: 6.5980 2020-10-03 03:14:12,562 - mmaction - INFO - Epoch [67][740/2825] lr: 7.500e-04, eta: 1 day, 3:37:51, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8294, loss_cls: 1.5726, loss: 1.5726, grad_norm: 6.5788 2020-10-03 03:14:32,156 - mmaction - INFO - Epoch [67][760/2825] lr: 7.500e-04, eta: 1 day, 3:37:29, time: 0.978, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8419, loss_cls: 1.5547, loss: 1.5547, grad_norm: 6.6530 2020-10-03 03:14:53,901 - mmaction - INFO - Epoch [67][780/2825] lr: 7.500e-04, eta: 1 day, 3:37:09, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.7122 2020-10-03 03:15:15,700 - mmaction - INFO - Epoch [67][800/2825] lr: 7.500e-04, eta: 1 day, 3:36:48, time: 1.091, data_time: 0.003, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8344, loss_cls: 1.5521, loss: 1.5521, grad_norm: 6.6461 2020-10-03 03:15:34,433 - mmaction - INFO - Epoch [67][820/2825] lr: 7.500e-04, eta: 1 day, 3:36:26, time: 0.937, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8417, loss_cls: 1.4985, loss: 1.4985, grad_norm: 6.5895 2020-10-03 03:15:55,767 - mmaction - INFO - Epoch [67][840/2825] lr: 7.500e-04, eta: 1 day, 3:36:06, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8268, loss_cls: 1.5808, loss: 1.5808, grad_norm: 6.6067 2020-10-03 03:16:15,206 - mmaction - INFO - Epoch [67][860/2825] lr: 7.500e-04, eta: 1 day, 3:35:44, time: 0.972, data_time: 0.031, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8372, loss_cls: 1.5471, loss: 1.5471, grad_norm: 6.6585 2020-10-03 03:16:36,327 - mmaction - INFO - Epoch [67][880/2825] lr: 7.500e-04, eta: 1 day, 3:35:23, time: 1.056, data_time: 0.116, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8302, loss_cls: 1.6051, loss: 1.6051, grad_norm: 6.7398 2020-10-03 03:16:58,707 - mmaction - INFO - Epoch [67][900/2825] lr: 7.500e-04, eta: 1 day, 3:35:03, time: 1.119, data_time: 0.060, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8378, loss_cls: 1.5295, loss: 1.5295, grad_norm: 6.6849 2020-10-03 03:17:17,957 - mmaction - INFO - Epoch [67][920/2825] lr: 7.500e-04, eta: 1 day, 3:34:41, time: 0.962, data_time: 0.009, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8393, loss_cls: 1.5423, loss: 1.5423, grad_norm: 6.6348 2020-10-03 03:17:39,969 - mmaction - INFO - Epoch [67][940/2825] lr: 7.500e-04, eta: 1 day, 3:34:21, time: 1.099, data_time: 0.202, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.6003, loss: 1.6003, grad_norm: 6.7797 2020-10-03 03:18:00,025 - mmaction - INFO - Epoch [67][960/2825] lr: 7.500e-04, eta: 1 day, 3:34:00, time: 1.004, data_time: 0.056, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8370, loss_cls: 1.5569, loss: 1.5569, grad_norm: 6.6668 2020-10-03 03:18:20,259 - mmaction - INFO - Epoch [67][980/2825] lr: 7.500e-04, eta: 1 day, 3:33:39, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8391, loss_cls: 1.5679, loss: 1.5679, grad_norm: 6.7299 2020-10-03 03:18:41,318 - mmaction - INFO - Epoch [67][1000/2825] lr: 7.500e-04, eta: 1 day, 3:33:18, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8276, loss_cls: 1.5589, loss: 1.5589, grad_norm: 6.6168 2020-10-03 03:19:03,270 - mmaction - INFO - Epoch [67][1020/2825] lr: 7.500e-04, eta: 1 day, 3:32:58, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.5061, loss: 1.5061, grad_norm: 6.6905 2020-10-03 03:19:22,498 - mmaction - INFO - Epoch [67][1040/2825] lr: 7.500e-04, eta: 1 day, 3:32:36, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8331, loss_cls: 1.5822, loss: 1.5822, grad_norm: 6.7129 2020-10-03 03:19:43,564 - mmaction - INFO - Epoch [67][1060/2825] lr: 7.500e-04, eta: 1 day, 3:32:15, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8362, loss_cls: 1.5301, loss: 1.5301, grad_norm: 6.5246 2020-10-03 03:20:03,888 - mmaction - INFO - Epoch [67][1080/2825] lr: 7.500e-04, eta: 1 day, 3:31:54, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.6860 2020-10-03 03:20:25,324 - mmaction - INFO - Epoch [67][1100/2825] lr: 7.500e-04, eta: 1 day, 3:31:33, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8380, loss_cls: 1.5260, loss: 1.5260, grad_norm: 6.5965 2020-10-03 03:20:46,386 - mmaction - INFO - Epoch [67][1120/2825] lr: 7.500e-04, eta: 1 day, 3:31:13, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4996, loss: 1.4996, grad_norm: 6.3971 2020-10-03 03:21:06,559 - mmaction - INFO - Epoch [67][1140/2825] lr: 7.500e-04, eta: 1 day, 3:30:51, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8331, loss_cls: 1.5507, loss: 1.5507, grad_norm: 6.8018 2020-10-03 03:21:27,762 - mmaction - INFO - Epoch [67][1160/2825] lr: 7.500e-04, eta: 1 day, 3:30:31, time: 1.061, data_time: 0.059, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8333, loss_cls: 1.5677, loss: 1.5677, grad_norm: 6.7532 2020-10-03 03:21:47,750 - mmaction - INFO - Epoch [67][1180/2825] lr: 7.500e-04, eta: 1 day, 3:30:09, time: 0.999, data_time: 0.295, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8385, loss_cls: 1.5614, loss: 1.5614, grad_norm: 6.7753 2020-10-03 03:22:08,644 - mmaction - INFO - Epoch [67][1200/2825] lr: 7.500e-04, eta: 1 day, 3:29:48, time: 1.045, data_time: 0.274, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8370, loss_cls: 1.5703, loss: 1.5703, grad_norm: 6.8029 2020-10-03 03:22:30,691 - mmaction - INFO - Epoch [67][1220/2825] lr: 7.500e-04, eta: 1 day, 3:29:28, time: 1.102, data_time: 0.051, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8456, loss_cls: 1.5283, loss: 1.5283, grad_norm: 6.6694 2020-10-03 03:22:51,235 - mmaction - INFO - Epoch [67][1240/2825] lr: 7.500e-04, eta: 1 day, 3:29:07, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8331, loss_cls: 1.5446, loss: 1.5446, grad_norm: 6.5370 2020-10-03 03:23:12,853 - mmaction - INFO - Epoch [67][1260/2825] lr: 7.500e-04, eta: 1 day, 3:28:47, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8388, loss_cls: 1.5429, loss: 1.5429, grad_norm: 6.7283 2020-10-03 03:23:34,221 - mmaction - INFO - Epoch [67][1280/2825] lr: 7.500e-04, eta: 1 day, 3:28:26, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8414, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.5176 2020-10-03 03:23:54,140 - mmaction - INFO - Epoch [67][1300/2825] lr: 7.500e-04, eta: 1 day, 3:28:05, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8315, loss_cls: 1.5802, loss: 1.5802, grad_norm: 6.5812 2020-10-03 03:24:14,668 - mmaction - INFO - Epoch [67][1320/2825] lr: 7.500e-04, eta: 1 day, 3:27:44, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8424, loss_cls: 1.5512, loss: 1.5512, grad_norm: 6.5734 2020-10-03 03:24:35,369 - mmaction - INFO - Epoch [67][1340/2825] lr: 7.500e-04, eta: 1 day, 3:27:23, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8409, loss_cls: 1.5149, loss: 1.5149, grad_norm: 6.4662 2020-10-03 03:24:56,119 - mmaction - INFO - Epoch [67][1360/2825] lr: 7.500e-04, eta: 1 day, 3:27:02, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8380, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.5429 2020-10-03 03:25:16,378 - mmaction - INFO - Epoch [67][1380/2825] lr: 7.500e-04, eta: 1 day, 3:26:41, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8354, loss_cls: 1.5269, loss: 1.5269, grad_norm: 6.7165 2020-10-03 03:25:38,109 - mmaction - INFO - Epoch [67][1400/2825] lr: 7.500e-04, eta: 1 day, 3:26:20, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8372, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.7496 2020-10-03 03:25:58,766 - mmaction - INFO - Epoch [67][1420/2825] lr: 7.500e-04, eta: 1 day, 3:25:59, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8333, loss_cls: 1.5708, loss: 1.5708, grad_norm: 6.6075 2020-10-03 03:26:19,327 - mmaction - INFO - Epoch [67][1440/2825] lr: 7.500e-04, eta: 1 day, 3:25:38, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6224, top5_acc: 0.8260, loss_cls: 1.6107, loss: 1.6107, grad_norm: 6.7339 2020-10-03 03:26:40,156 - mmaction - INFO - Epoch [67][1460/2825] lr: 7.500e-04, eta: 1 day, 3:25:17, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8302, loss_cls: 1.6017, loss: 1.6017, grad_norm: 6.6429 2020-10-03 03:27:00,314 - mmaction - INFO - Epoch [67][1480/2825] lr: 7.500e-04, eta: 1 day, 3:24:56, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8424, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.8544 2020-10-03 03:27:21,496 - mmaction - INFO - Epoch [67][1500/2825] lr: 7.500e-04, eta: 1 day, 3:24:35, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8365, loss_cls: 1.5319, loss: 1.5319, grad_norm: 6.5512 2020-10-03 03:27:42,041 - mmaction - INFO - Epoch [67][1520/2825] lr: 7.500e-04, eta: 1 day, 3:24:14, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8396, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.6810 2020-10-03 03:28:02,158 - mmaction - INFO - Epoch [67][1540/2825] lr: 7.500e-04, eta: 1 day, 3:23:53, time: 1.007, data_time: 0.029, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8315, loss_cls: 1.5865, loss: 1.5865, grad_norm: 6.7642 2020-10-03 03:28:22,577 - mmaction - INFO - Epoch [67][1560/2825] lr: 7.500e-04, eta: 1 day, 3:23:32, time: 1.022, data_time: 0.064, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8294, loss_cls: 1.5701, loss: 1.5701, grad_norm: 6.7086 2020-10-03 03:28:43,892 - mmaction - INFO - Epoch [67][1580/2825] lr: 7.500e-04, eta: 1 day, 3:23:11, time: 1.065, data_time: 0.108, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8312, loss_cls: 1.6031, loss: 1.6031, grad_norm: 6.6886 2020-10-03 03:29:03,783 - mmaction - INFO - Epoch [67][1600/2825] lr: 7.500e-04, eta: 1 day, 3:22:50, time: 0.995, data_time: 0.061, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8380, loss_cls: 1.5485, loss: 1.5485, grad_norm: 6.5483 2020-10-03 03:29:24,040 - mmaction - INFO - Epoch [67][1620/2825] lr: 7.500e-04, eta: 1 day, 3:22:29, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8302, loss_cls: 1.5736, loss: 1.5736, grad_norm: 6.7647 2020-10-03 03:29:45,076 - mmaction - INFO - Epoch [67][1640/2825] lr: 7.500e-04, eta: 1 day, 3:22:08, time: 1.052, data_time: 0.063, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8391, loss_cls: 1.5317, loss: 1.5317, grad_norm: 6.7525 2020-10-03 03:30:05,619 - mmaction - INFO - Epoch [67][1660/2825] lr: 7.500e-04, eta: 1 day, 3:21:47, time: 1.026, data_time: 0.081, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.6034 2020-10-03 03:30:28,586 - mmaction - INFO - Epoch [67][1680/2825] lr: 7.500e-04, eta: 1 day, 3:21:27, time: 1.148, data_time: 0.244, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8341, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.6687 2020-10-03 03:30:48,780 - mmaction - INFO - Epoch [67][1700/2825] lr: 7.500e-04, eta: 1 day, 3:21:06, time: 1.010, data_time: 0.076, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8378, loss_cls: 1.5770, loss: 1.5770, grad_norm: 6.7903 2020-10-03 03:31:09,178 - mmaction - INFO - Epoch [67][1720/2825] lr: 7.500e-04, eta: 1 day, 3:20:45, time: 1.020, data_time: 0.010, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5443, loss: 1.5443, grad_norm: 6.6428 2020-10-03 03:31:31,252 - mmaction - INFO - Epoch [67][1740/2825] lr: 7.500e-04, eta: 1 day, 3:20:24, time: 1.104, data_time: 0.167, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8417, loss_cls: 1.5058, loss: 1.5058, grad_norm: 6.5224 2020-10-03 03:31:50,903 - mmaction - INFO - Epoch [67][1760/2825] lr: 7.500e-04, eta: 1 day, 3:20:03, time: 0.983, data_time: 0.354, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8271, loss_cls: 1.6144, loss: 1.6144, grad_norm: 6.8726 2020-10-03 03:32:12,874 - mmaction - INFO - Epoch [67][1780/2825] lr: 7.500e-04, eta: 1 day, 3:19:43, time: 1.098, data_time: 0.478, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8367, loss_cls: 1.5577, loss: 1.5577, grad_norm: 6.6822 2020-10-03 03:32:33,022 - mmaction - INFO - Epoch [67][1800/2825] lr: 7.500e-04, eta: 1 day, 3:19:21, time: 1.008, data_time: 0.371, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8302, loss_cls: 1.5960, loss: 1.5960, grad_norm: 6.8888 2020-10-03 03:32:52,606 - mmaction - INFO - Epoch [67][1820/2825] lr: 7.500e-04, eta: 1 day, 3:19:00, time: 0.978, data_time: 0.332, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8372, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.7021 2020-10-03 03:33:13,607 - mmaction - INFO - Epoch [67][1840/2825] lr: 7.500e-04, eta: 1 day, 3:18:39, time: 1.050, data_time: 0.345, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8445, loss_cls: 1.5155, loss: 1.5155, grad_norm: 6.7864 2020-10-03 03:33:34,245 - mmaction - INFO - Epoch [67][1860/2825] lr: 7.500e-04, eta: 1 day, 3:18:18, time: 1.031, data_time: 0.315, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8297, loss_cls: 1.5974, loss: 1.5974, grad_norm: 6.6383 2020-10-03 03:33:54,833 - mmaction - INFO - Epoch [67][1880/2825] lr: 7.500e-04, eta: 1 day, 3:17:57, time: 1.029, data_time: 0.283, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8323, loss_cls: 1.6234, loss: 1.6234, grad_norm: 6.8747 2020-10-03 03:34:15,030 - mmaction - INFO - Epoch [67][1900/2825] lr: 7.500e-04, eta: 1 day, 3:17:36, time: 1.011, data_time: 0.187, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8339, loss_cls: 1.5558, loss: 1.5558, grad_norm: 6.7417 2020-10-03 03:34:36,787 - mmaction - INFO - Epoch [67][1920/2825] lr: 7.500e-04, eta: 1 day, 3:17:15, time: 1.088, data_time: 0.367, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8307, loss_cls: 1.5810, loss: 1.5810, grad_norm: 6.6321 2020-10-03 03:34:56,164 - mmaction - INFO - Epoch [67][1940/2825] lr: 7.500e-04, eta: 1 day, 3:16:54, time: 0.968, data_time: 0.312, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8365, loss_cls: 1.5500, loss: 1.5500, grad_norm: 6.7270 2020-10-03 03:35:16,182 - mmaction - INFO - Epoch [67][1960/2825] lr: 7.500e-04, eta: 1 day, 3:16:33, time: 1.002, data_time: 0.251, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8500, loss_cls: 1.4971, loss: 1.4971, grad_norm: 6.6339 2020-10-03 03:35:37,271 - mmaction - INFO - Epoch [67][1980/2825] lr: 7.500e-04, eta: 1 day, 3:16:12, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8271, loss_cls: 1.5857, loss: 1.5857, grad_norm: 6.7167 2020-10-03 03:35:57,629 - mmaction - INFO - Epoch [67][2000/2825] lr: 7.500e-04, eta: 1 day, 3:15:51, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8279, loss_cls: 1.5833, loss: 1.5833, grad_norm: 6.7367 2020-10-03 03:36:19,196 - mmaction - INFO - Epoch [67][2020/2825] lr: 7.500e-04, eta: 1 day, 3:15:30, time: 1.080, data_time: 0.003, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8437, loss_cls: 1.5559, loss: 1.5559, grad_norm: 6.6559 2020-10-03 03:36:40,255 - mmaction - INFO - Epoch [67][2040/2825] lr: 7.500e-04, eta: 1 day, 3:15:09, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8385, loss_cls: 1.5108, loss: 1.5108, grad_norm: 6.6858 2020-10-03 03:37:00,345 - mmaction - INFO - Epoch [67][2060/2825] lr: 7.500e-04, eta: 1 day, 3:14:48, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8401, loss_cls: 1.5251, loss: 1.5251, grad_norm: 6.7040 2020-10-03 03:37:20,459 - mmaction - INFO - Epoch [67][2080/2825] lr: 7.500e-04, eta: 1 day, 3:14:27, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.6038, loss: 1.6038, grad_norm: 6.8071 2020-10-03 03:37:41,256 - mmaction - INFO - Epoch [67][2100/2825] lr: 7.500e-04, eta: 1 day, 3:14:06, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8331, loss_cls: 1.5647, loss: 1.5647, grad_norm: 6.6505 2020-10-03 03:38:02,285 - mmaction - INFO - Epoch [67][2120/2825] lr: 7.500e-04, eta: 1 day, 3:13:45, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8344, loss_cls: 1.5271, loss: 1.5271, grad_norm: 6.7011 2020-10-03 03:38:23,405 - mmaction - INFO - Epoch [67][2140/2825] lr: 7.500e-04, eta: 1 day, 3:13:24, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8385, loss_cls: 1.5722, loss: 1.5722, grad_norm: 6.6996 2020-10-03 03:38:43,796 - mmaction - INFO - Epoch [67][2160/2825] lr: 7.500e-04, eta: 1 day, 3:13:03, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8443, loss_cls: 1.4977, loss: 1.4977, grad_norm: 6.5603 2020-10-03 03:39:05,290 - mmaction - INFO - Epoch [67][2180/2825] lr: 7.500e-04, eta: 1 day, 3:12:43, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8242, loss_cls: 1.6081, loss: 1.6081, grad_norm: 6.8230 2020-10-03 03:39:25,032 - mmaction - INFO - Epoch [67][2200/2825] lr: 7.500e-04, eta: 1 day, 3:12:21, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8357, loss_cls: 1.5847, loss: 1.5847, grad_norm: 6.7934 2020-10-03 03:39:44,863 - mmaction - INFO - Epoch [67][2220/2825] lr: 7.500e-04, eta: 1 day, 3:12:00, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8404, loss_cls: 1.5289, loss: 1.5289, grad_norm: 6.6202 2020-10-03 03:40:05,931 - mmaction - INFO - Epoch [67][2240/2825] lr: 7.500e-04, eta: 1 day, 3:11:39, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8279, loss_cls: 1.5904, loss: 1.5904, grad_norm: 6.8427 2020-10-03 03:40:26,138 - mmaction - INFO - Epoch [67][2260/2825] lr: 7.500e-04, eta: 1 day, 3:11:18, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8419, loss_cls: 1.5302, loss: 1.5302, grad_norm: 6.7426 2020-10-03 03:40:47,359 - mmaction - INFO - Epoch [67][2280/2825] lr: 7.500e-04, eta: 1 day, 3:10:57, time: 1.062, data_time: 0.003, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8378, loss_cls: 1.5441, loss: 1.5441, grad_norm: 6.6491 2020-10-03 03:41:08,573 - mmaction - INFO - Epoch [67][2300/2825] lr: 7.500e-04, eta: 1 day, 3:10:36, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8456, loss_cls: 1.5051, loss: 1.5051, grad_norm: 6.5083 2020-10-03 03:41:28,314 - mmaction - INFO - Epoch [67][2320/2825] lr: 7.500e-04, eta: 1 day, 3:10:15, time: 0.987, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.5273, loss: 1.5273, grad_norm: 6.7132 2020-10-03 03:41:48,911 - mmaction - INFO - Epoch [67][2340/2825] lr: 7.500e-04, eta: 1 day, 3:09:54, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8273, loss_cls: 1.5805, loss: 1.5805, grad_norm: 6.7405 2020-10-03 03:42:10,170 - mmaction - INFO - Epoch [67][2360/2825] lr: 7.500e-04, eta: 1 day, 3:09:33, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8284, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.7755 2020-10-03 03:42:30,498 - mmaction - INFO - Epoch [67][2380/2825] lr: 7.500e-04, eta: 1 day, 3:09:12, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8383, loss_cls: 1.5703, loss: 1.5703, grad_norm: 6.6815 2020-10-03 03:42:51,131 - mmaction - INFO - Epoch [67][2400/2825] lr: 7.500e-04, eta: 1 day, 3:08:51, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8271, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.7803 2020-10-03 03:43:13,165 - mmaction - INFO - Epoch [67][2420/2825] lr: 7.500e-04, eta: 1 day, 3:08:31, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8341, loss_cls: 1.5308, loss: 1.5308, grad_norm: 6.7228 2020-10-03 03:43:32,918 - mmaction - INFO - Epoch [67][2440/2825] lr: 7.500e-04, eta: 1 day, 3:08:10, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8370, loss_cls: 1.5566, loss: 1.5566, grad_norm: 6.7234 2020-10-03 03:43:53,870 - mmaction - INFO - Epoch [67][2460/2825] lr: 7.500e-04, eta: 1 day, 3:07:49, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8378, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.5858 2020-10-03 03:44:14,593 - mmaction - INFO - Epoch [67][2480/2825] lr: 7.500e-04, eta: 1 day, 3:07:28, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8359, loss_cls: 1.5409, loss: 1.5409, grad_norm: 6.6487 2020-10-03 03:44:35,394 - mmaction - INFO - Epoch [67][2500/2825] lr: 7.500e-04, eta: 1 day, 3:07:07, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8469, loss_cls: 1.5120, loss: 1.5120, grad_norm: 6.7023 2020-10-03 03:44:55,454 - mmaction - INFO - Epoch [67][2520/2825] lr: 7.500e-04, eta: 1 day, 3:06:46, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8362, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.8037 2020-10-03 03:45:17,604 - mmaction - INFO - Epoch [67][2540/2825] lr: 7.500e-04, eta: 1 day, 3:06:25, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8435, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.5839 2020-10-03 03:45:36,852 - mmaction - INFO - Epoch [67][2560/2825] lr: 7.500e-04, eta: 1 day, 3:06:04, time: 0.963, data_time: 0.003, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8445, loss_cls: 1.4964, loss: 1.4964, grad_norm: 6.6250 2020-10-03 03:45:58,016 - mmaction - INFO - Epoch [67][2580/2825] lr: 7.500e-04, eta: 1 day, 3:05:43, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8359, loss_cls: 1.5613, loss: 1.5613, grad_norm: 6.6579 2020-10-03 03:46:19,329 - mmaction - INFO - Epoch [67][2600/2825] lr: 7.500e-04, eta: 1 day, 3:05:22, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8419, loss_cls: 1.5605, loss: 1.5605, grad_norm: 6.8086 2020-10-03 03:46:39,951 - mmaction - INFO - Epoch [67][2620/2825] lr: 7.500e-04, eta: 1 day, 3:05:01, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8432, loss_cls: 1.4930, loss: 1.4930, grad_norm: 6.6578 2020-10-03 03:47:00,295 - mmaction - INFO - Epoch [67][2640/2825] lr: 7.500e-04, eta: 1 day, 3:04:40, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8404, loss_cls: 1.5381, loss: 1.5381, grad_norm: 6.7208 2020-10-03 03:47:20,740 - mmaction - INFO - Epoch [67][2660/2825] lr: 7.500e-04, eta: 1 day, 3:04:19, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8302, loss_cls: 1.5776, loss: 1.5776, grad_norm: 6.8292 2020-10-03 03:47:41,205 - mmaction - INFO - Epoch [67][2680/2825] lr: 7.500e-04, eta: 1 day, 3:03:58, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8484, loss_cls: 1.4822, loss: 1.4822, grad_norm: 6.6034 2020-10-03 03:48:02,431 - mmaction - INFO - Epoch [67][2700/2825] lr: 7.500e-04, eta: 1 day, 3:03:37, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8333, loss_cls: 1.5861, loss: 1.5861, grad_norm: 6.6436 2020-10-03 03:48:23,528 - mmaction - INFO - Epoch [67][2720/2825] lr: 7.500e-04, eta: 1 day, 3:03:17, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8294, loss_cls: 1.5914, loss: 1.5914, grad_norm: 6.7600 2020-10-03 03:48:43,203 - mmaction - INFO - Epoch [67][2740/2825] lr: 7.500e-04, eta: 1 day, 3:02:55, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6177, top5_acc: 0.8294, loss_cls: 1.5982, loss: 1.5982, grad_norm: 6.7198 2020-10-03 03:49:04,514 - mmaction - INFO - Epoch [67][2760/2825] lr: 7.500e-04, eta: 1 day, 3:02:34, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8435, loss_cls: 1.5198, loss: 1.5198, grad_norm: 6.5592 2020-10-03 03:49:23,822 - mmaction - INFO - Epoch [67][2780/2825] lr: 7.500e-04, eta: 1 day, 3:02:13, time: 0.965, data_time: 0.049, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8273, loss_cls: 1.5911, loss: 1.5911, grad_norm: 6.8155 2020-10-03 03:49:44,794 - mmaction - INFO - Epoch [67][2800/2825] lr: 7.500e-04, eta: 1 day, 3:01:52, time: 1.049, data_time: 0.028, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8372, loss_cls: 1.5577, loss: 1.5577, grad_norm: 6.5964 2020-10-03 03:50:06,270 - mmaction - INFO - Epoch [67][2820/2825] lr: 7.500e-04, eta: 1 day, 3:01:31, time: 1.073, data_time: 0.020, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8320, loss_cls: 1.5755, loss: 1.5755, grad_norm: 6.7934 2020-10-03 03:50:10,913 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-10-03 03:50:57,447 - mmaction - INFO - Epoch [68][20/2825] lr: 7.500e-04, eta: 1 day, 3:01:14, time: 2.220, data_time: 1.418, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8302, loss_cls: 1.6017, loss: 1.6017, grad_norm: 6.6768 2020-10-03 03:51:17,580 - mmaction - INFO - Epoch [68][40/2825] lr: 7.500e-04, eta: 1 day, 3:00:53, time: 1.008, data_time: 0.146, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8279, loss_cls: 1.6017, loss: 1.6017, grad_norm: 6.8083 2020-10-03 03:51:37,437 - mmaction - INFO - Epoch [68][60/2825] lr: 7.500e-04, eta: 1 day, 3:00:32, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8367, loss_cls: 1.5428, loss: 1.5428, grad_norm: 6.8016 2020-10-03 03:51:58,560 - mmaction - INFO - Epoch [68][80/2825] lr: 7.500e-04, eta: 1 day, 3:00:11, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8388, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.5759 2020-10-03 03:52:19,018 - mmaction - INFO - Epoch [68][100/2825] lr: 7.500e-04, eta: 1 day, 2:59:50, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5626, loss: 1.5626, grad_norm: 6.8939 2020-10-03 03:52:40,044 - mmaction - INFO - Epoch [68][120/2825] lr: 7.500e-04, eta: 1 day, 2:59:29, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8443, loss_cls: 1.5410, loss: 1.5410, grad_norm: 6.7336 2020-10-03 03:53:01,793 - mmaction - INFO - Epoch [68][140/2825] lr: 7.500e-04, eta: 1 day, 2:59:09, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5430, loss: 1.5430, grad_norm: 6.6979 2020-10-03 03:53:20,477 - mmaction - INFO - Epoch [68][160/2825] lr: 7.500e-04, eta: 1 day, 2:58:47, time: 0.933, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8422, loss_cls: 1.5432, loss: 1.5432, grad_norm: 6.7007 2020-10-03 03:53:41,901 - mmaction - INFO - Epoch [68][180/2825] lr: 7.500e-04, eta: 1 day, 2:58:26, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6195, top5_acc: 0.8227, loss_cls: 1.6349, loss: 1.6349, grad_norm: 6.7955 2020-10-03 03:54:02,698 - mmaction - INFO - Epoch [68][200/2825] lr: 7.500e-04, eta: 1 day, 2:58:05, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8401, loss_cls: 1.5321, loss: 1.5321, grad_norm: 6.7941 2020-10-03 03:54:23,142 - mmaction - INFO - Epoch [68][220/2825] lr: 7.500e-04, eta: 1 day, 2:57:44, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8404, loss_cls: 1.5416, loss: 1.5416, grad_norm: 6.6642 2020-10-03 03:54:43,772 - mmaction - INFO - Epoch [68][240/2825] lr: 7.500e-04, eta: 1 day, 2:57:23, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8372, loss_cls: 1.5555, loss: 1.5555, grad_norm: 6.6522 2020-10-03 03:55:04,183 - mmaction - INFO - Epoch [68][260/2825] lr: 7.500e-04, eta: 1 day, 2:57:02, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8393, loss_cls: 1.5397, loss: 1.5397, grad_norm: 6.6215 2020-10-03 03:55:25,558 - mmaction - INFO - Epoch [68][280/2825] lr: 7.500e-04, eta: 1 day, 2:56:41, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5989, loss: 1.5989, grad_norm: 6.9040 2020-10-03 03:55:45,951 - mmaction - INFO - Epoch [68][300/2825] lr: 7.500e-04, eta: 1 day, 2:56:20, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8299, loss_cls: 1.6001, loss: 1.6001, grad_norm: 6.7213 2020-10-03 03:56:06,800 - mmaction - INFO - Epoch [68][320/2825] lr: 7.500e-04, eta: 1 day, 2:55:59, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8453, loss_cls: 1.5276, loss: 1.5276, grad_norm: 6.7304 2020-10-03 03:56:28,405 - mmaction - INFO - Epoch [68][340/2825] lr: 7.500e-04, eta: 1 day, 2:55:39, time: 1.080, data_time: 0.008, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8404, loss_cls: 1.5309, loss: 1.5309, grad_norm: 6.6890 2020-10-03 03:56:49,140 - mmaction - INFO - Epoch [68][360/2825] lr: 7.500e-04, eta: 1 day, 2:55:18, time: 1.037, data_time: 0.003, memory: 8353, top1_acc: 0.6201, top5_acc: 0.8315, loss_cls: 1.5719, loss: 1.5719, grad_norm: 6.8280 2020-10-03 03:57:10,499 - mmaction - INFO - Epoch [68][380/2825] lr: 7.500e-04, eta: 1 day, 2:54:57, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5763, loss: 1.5763, grad_norm: 6.6626 2020-10-03 03:57:31,714 - mmaction - INFO - Epoch [68][400/2825] lr: 7.500e-04, eta: 1 day, 2:54:37, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5631, loss: 1.5631, grad_norm: 6.6119 2020-10-03 03:57:51,739 - mmaction - INFO - Epoch [68][420/2825] lr: 7.500e-04, eta: 1 day, 2:54:15, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8271, loss_cls: 1.6057, loss: 1.6057, grad_norm: 6.8023 2020-10-03 03:58:11,953 - mmaction - INFO - Epoch [68][440/2825] lr: 7.500e-04, eta: 1 day, 2:53:54, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8266, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.8191 2020-10-03 03:58:33,881 - mmaction - INFO - Epoch [68][460/2825] lr: 7.500e-04, eta: 1 day, 2:53:34, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8284, loss_cls: 1.6048, loss: 1.6048, grad_norm: 6.8283 2020-10-03 03:58:53,505 - mmaction - INFO - Epoch [68][480/2825] lr: 7.500e-04, eta: 1 day, 2:53:12, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8378, loss_cls: 1.5586, loss: 1.5586, grad_norm: 6.7217 2020-10-03 03:59:14,309 - mmaction - INFO - Epoch [68][500/2825] lr: 7.500e-04, eta: 1 day, 2:52:51, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8362, loss_cls: 1.5240, loss: 1.5240, grad_norm: 6.6219 2020-10-03 03:59:36,087 - mmaction - INFO - Epoch [68][520/2825] lr: 7.500e-04, eta: 1 day, 2:52:31, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8448, loss_cls: 1.5321, loss: 1.5321, grad_norm: 6.6494 2020-10-03 03:59:56,596 - mmaction - INFO - Epoch [68][540/2825] lr: 7.500e-04, eta: 1 day, 2:52:10, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8349, loss_cls: 1.5415, loss: 1.5415, grad_norm: 6.6869 2020-10-03 04:00:18,411 - mmaction - INFO - Epoch [68][560/2825] lr: 7.500e-04, eta: 1 day, 2:51:49, time: 1.089, data_time: 0.047, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8464, loss_cls: 1.5031, loss: 1.5031, grad_norm: 6.6443 2020-10-03 04:00:40,362 - mmaction - INFO - Epoch [68][580/2825] lr: 7.500e-04, eta: 1 day, 2:51:29, time: 1.099, data_time: 0.109, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8323, loss_cls: 1.5522, loss: 1.5522, grad_norm: 6.6740 2020-10-03 04:00:59,965 - mmaction - INFO - Epoch [68][600/2825] lr: 7.500e-04, eta: 1 day, 2:51:08, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8456, loss_cls: 1.5149, loss: 1.5149, grad_norm: 6.7531 2020-10-03 04:01:20,828 - mmaction - INFO - Epoch [68][620/2825] lr: 7.500e-04, eta: 1 day, 2:50:47, time: 1.043, data_time: 0.074, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8414, loss_cls: 1.5484, loss: 1.5484, grad_norm: 6.6924 2020-10-03 04:01:41,116 - mmaction - INFO - Epoch [68][640/2825] lr: 7.500e-04, eta: 1 day, 2:50:26, time: 1.014, data_time: 0.022, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8349, loss_cls: 1.5522, loss: 1.5522, grad_norm: 6.6367 2020-10-03 04:02:01,344 - mmaction - INFO - Epoch [68][660/2825] lr: 7.500e-04, eta: 1 day, 2:50:04, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8406, loss_cls: 1.5278, loss: 1.5278, grad_norm: 6.6348 2020-10-03 04:02:22,223 - mmaction - INFO - Epoch [68][680/2825] lr: 7.500e-04, eta: 1 day, 2:49:43, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8354, loss_cls: 1.5624, loss: 1.5624, grad_norm: 6.7715 2020-10-03 04:02:43,361 - mmaction - INFO - Epoch [68][700/2825] lr: 7.500e-04, eta: 1 day, 2:49:23, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5931, loss: 1.5931, grad_norm: 6.7107 2020-10-03 04:03:03,814 - mmaction - INFO - Epoch [68][720/2825] lr: 7.500e-04, eta: 1 day, 2:49:02, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8292, loss_cls: 1.5795, loss: 1.5795, grad_norm: 6.6195 2020-10-03 04:03:25,512 - mmaction - INFO - Epoch [68][740/2825] lr: 7.500e-04, eta: 1 day, 2:48:41, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8362, loss_cls: 1.5562, loss: 1.5562, grad_norm: 6.8059 2020-10-03 04:03:45,814 - mmaction - INFO - Epoch [68][760/2825] lr: 7.500e-04, eta: 1 day, 2:48:20, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8424, loss_cls: 1.5282, loss: 1.5282, grad_norm: 6.6716 2020-10-03 04:04:08,003 - mmaction - INFO - Epoch [68][780/2825] lr: 7.500e-04, eta: 1 day, 2:48:00, time: 1.110, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.5453, loss: 1.5453, grad_norm: 6.7365 2020-10-03 04:04:27,271 - mmaction - INFO - Epoch [68][800/2825] lr: 7.500e-04, eta: 1 day, 2:47:38, time: 0.963, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8292, loss_cls: 1.5801, loss: 1.5801, grad_norm: 6.7153 2020-10-03 04:04:47,251 - mmaction - INFO - Epoch [68][820/2825] lr: 7.500e-04, eta: 1 day, 2:47:17, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8471, loss_cls: 1.5155, loss: 1.5155, grad_norm: 6.6172 2020-10-03 04:05:08,065 - mmaction - INFO - Epoch [68][840/2825] lr: 7.500e-04, eta: 1 day, 2:46:56, time: 1.040, data_time: 0.008, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8273, loss_cls: 1.5954, loss: 1.5954, grad_norm: 6.7459 2020-10-03 04:05:28,925 - mmaction - INFO - Epoch [68][860/2825] lr: 7.500e-04, eta: 1 day, 2:46:35, time: 1.044, data_time: 0.187, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8365, loss_cls: 1.5548, loss: 1.5548, grad_norm: 6.6735 2020-10-03 04:05:50,131 - mmaction - INFO - Epoch [68][880/2825] lr: 7.500e-04, eta: 1 day, 2:46:14, time: 1.060, data_time: 0.029, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8380, loss_cls: 1.5524, loss: 1.5524, grad_norm: 6.6603 2020-10-03 04:06:11,523 - mmaction - INFO - Epoch [68][900/2825] lr: 7.500e-04, eta: 1 day, 2:45:54, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8284, loss_cls: 1.5884, loss: 1.5884, grad_norm: 6.7374 2020-10-03 04:06:32,319 - mmaction - INFO - Epoch [68][920/2825] lr: 7.500e-04, eta: 1 day, 2:45:33, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8422, loss_cls: 1.5362, loss: 1.5362, grad_norm: 6.6378 2020-10-03 04:06:52,557 - mmaction - INFO - Epoch [68][940/2825] lr: 7.500e-04, eta: 1 day, 2:45:12, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8383, loss_cls: 1.5397, loss: 1.5397, grad_norm: 6.6349 2020-10-03 04:07:14,179 - mmaction - INFO - Epoch [68][960/2825] lr: 7.500e-04, eta: 1 day, 2:44:51, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8422, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.6888 2020-10-03 04:07:34,018 - mmaction - INFO - Epoch [68][980/2825] lr: 7.500e-04, eta: 1 day, 2:44:30, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8273, loss_cls: 1.5922, loss: 1.5922, grad_norm: 6.8187 2020-10-03 04:07:54,907 - mmaction - INFO - Epoch [68][1000/2825] lr: 7.500e-04, eta: 1 day, 2:44:09, time: 1.045, data_time: 0.015, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8393, loss_cls: 1.5384, loss: 1.5384, grad_norm: 6.5992 2020-10-03 04:08:15,043 - mmaction - INFO - Epoch [68][1020/2825] lr: 7.500e-04, eta: 1 day, 2:43:48, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8396, loss_cls: 1.5366, loss: 1.5366, grad_norm: 6.7354 2020-10-03 04:08:35,612 - mmaction - INFO - Epoch [68][1040/2825] lr: 7.500e-04, eta: 1 day, 2:43:27, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8284, loss_cls: 1.6091, loss: 1.6091, grad_norm: 6.8226 2020-10-03 04:08:56,120 - mmaction - INFO - Epoch [68][1060/2825] lr: 7.500e-04, eta: 1 day, 2:43:06, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8323, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.7540 2020-10-03 04:09:16,456 - mmaction - INFO - Epoch [68][1080/2825] lr: 7.500e-04, eta: 1 day, 2:42:44, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8352, loss_cls: 1.5311, loss: 1.5311, grad_norm: 6.7363 2020-10-03 04:09:37,317 - mmaction - INFO - Epoch [68][1100/2825] lr: 7.500e-04, eta: 1 day, 2:42:24, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8448, loss_cls: 1.5232, loss: 1.5232, grad_norm: 6.5881 2020-10-03 04:09:58,269 - mmaction - INFO - Epoch [68][1120/2825] lr: 7.500e-04, eta: 1 day, 2:42:03, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8383, loss_cls: 1.5364, loss: 1.5364, grad_norm: 6.6702 2020-10-03 04:10:18,389 - mmaction - INFO - Epoch [68][1140/2825] lr: 7.500e-04, eta: 1 day, 2:41:42, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8396, loss_cls: 1.5596, loss: 1.5596, grad_norm: 6.7619 2020-10-03 04:10:38,526 - mmaction - INFO - Epoch [68][1160/2825] lr: 7.500e-04, eta: 1 day, 2:41:20, time: 1.008, data_time: 0.003, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8299, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.6739 2020-10-03 04:10:59,833 - mmaction - INFO - Epoch [68][1180/2825] lr: 7.500e-04, eta: 1 day, 2:41:00, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8435, loss_cls: 1.4909, loss: 1.4909, grad_norm: 6.6712 2020-10-03 04:11:20,022 - mmaction - INFO - Epoch [68][1200/2825] lr: 7.500e-04, eta: 1 day, 2:40:38, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8362, loss_cls: 1.5709, loss: 1.5709, grad_norm: 6.6845 2020-10-03 04:11:40,435 - mmaction - INFO - Epoch [68][1220/2825] lr: 7.500e-04, eta: 1 day, 2:40:17, time: 1.019, data_time: 0.018, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8336, loss_cls: 1.5724, loss: 1.5724, grad_norm: 6.7097 2020-10-03 04:12:00,965 - mmaction - INFO - Epoch [68][1240/2825] lr: 7.500e-04, eta: 1 day, 2:39:56, time: 1.029, data_time: 0.115, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.5077, loss: 1.5077, grad_norm: 6.5414 2020-10-03 04:12:22,805 - mmaction - INFO - Epoch [68][1260/2825] lr: 7.500e-04, eta: 1 day, 2:39:36, time: 1.092, data_time: 0.018, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8445, loss_cls: 1.5265, loss: 1.5265, grad_norm: 6.7210 2020-10-03 04:12:42,914 - mmaction - INFO - Epoch [68][1280/2825] lr: 7.500e-04, eta: 1 day, 2:39:15, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8357, loss_cls: 1.5296, loss: 1.5296, grad_norm: 6.5869 2020-10-03 04:13:04,525 - mmaction - INFO - Epoch [68][1300/2825] lr: 7.500e-04, eta: 1 day, 2:38:54, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6193, top5_acc: 0.8312, loss_cls: 1.5821, loss: 1.5821, grad_norm: 6.8193 2020-10-03 04:13:25,067 - mmaction - INFO - Epoch [68][1320/2825] lr: 7.500e-04, eta: 1 day, 2:38:33, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8456, loss_cls: 1.4651, loss: 1.4651, grad_norm: 6.4485 2020-10-03 04:13:45,861 - mmaction - INFO - Epoch [68][1340/2825] lr: 7.500e-04, eta: 1 day, 2:38:12, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8357, loss_cls: 1.5447, loss: 1.5447, grad_norm: 6.7815 2020-10-03 04:14:06,859 - mmaction - INFO - Epoch [68][1360/2825] lr: 7.500e-04, eta: 1 day, 2:37:51, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8333, loss_cls: 1.5816, loss: 1.5816, grad_norm: 6.8420 2020-10-03 04:14:26,289 - mmaction - INFO - Epoch [68][1380/2825] lr: 7.500e-04, eta: 1 day, 2:37:30, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8323, loss_cls: 1.5877, loss: 1.5877, grad_norm: 6.8619 2020-10-03 04:14:48,423 - mmaction - INFO - Epoch [68][1400/2825] lr: 7.500e-04, eta: 1 day, 2:37:10, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8370, loss_cls: 1.5171, loss: 1.5171, grad_norm: 6.6789 2020-10-03 04:15:08,641 - mmaction - INFO - Epoch [68][1420/2825] lr: 7.500e-04, eta: 1 day, 2:36:48, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8391, loss_cls: 1.5393, loss: 1.5393, grad_norm: 6.4949 2020-10-03 04:15:28,570 - mmaction - INFO - Epoch [68][1440/2825] lr: 7.500e-04, eta: 1 day, 2:36:27, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8333, loss_cls: 1.6093, loss: 1.6093, grad_norm: 6.7243 2020-10-03 04:15:50,507 - mmaction - INFO - Epoch [68][1460/2825] lr: 7.500e-04, eta: 1 day, 2:36:07, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5506, loss: 1.5506, grad_norm: 6.6924 2020-10-03 04:16:11,244 - mmaction - INFO - Epoch [68][1480/2825] lr: 7.500e-04, eta: 1 day, 2:35:46, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.5167, loss: 1.5167, grad_norm: 6.7050 2020-10-03 04:16:30,914 - mmaction - INFO - Epoch [68][1500/2825] lr: 7.500e-04, eta: 1 day, 2:35:24, time: 0.984, data_time: 0.003, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8302, loss_cls: 1.5851, loss: 1.5851, grad_norm: 6.7568 2020-10-03 04:16:51,347 - mmaction - INFO - Epoch [68][1520/2825] lr: 7.500e-04, eta: 1 day, 2:35:03, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8380, loss_cls: 1.5485, loss: 1.5485, grad_norm: 6.7180 2020-10-03 04:17:13,119 - mmaction - INFO - Epoch [68][1540/2825] lr: 7.500e-04, eta: 1 day, 2:34:43, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8388, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.8320 2020-10-03 04:17:33,559 - mmaction - INFO - Epoch [68][1560/2825] lr: 7.500e-04, eta: 1 day, 2:34:22, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8513, loss_cls: 1.4899, loss: 1.4899, grad_norm: 6.6403 2020-10-03 04:17:55,481 - mmaction - INFO - Epoch [68][1580/2825] lr: 7.500e-04, eta: 1 day, 2:34:01, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8401, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.5380 2020-10-03 04:18:15,933 - mmaction - INFO - Epoch [68][1600/2825] lr: 7.500e-04, eta: 1 day, 2:33:40, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8372, loss_cls: 1.5754, loss: 1.5754, grad_norm: 6.7484 2020-10-03 04:18:36,064 - mmaction - INFO - Epoch [68][1620/2825] lr: 7.500e-04, eta: 1 day, 2:33:19, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8437, loss_cls: 1.4869, loss: 1.4869, grad_norm: 6.4801 2020-10-03 04:18:57,645 - mmaction - INFO - Epoch [68][1640/2825] lr: 7.500e-04, eta: 1 day, 2:32:58, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8383, loss_cls: 1.5185, loss: 1.5185, grad_norm: 6.7196 2020-10-03 04:19:18,797 - mmaction - INFO - Epoch [68][1660/2825] lr: 7.500e-04, eta: 1 day, 2:32:38, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8326, loss_cls: 1.5491, loss: 1.5491, grad_norm: 6.6113 2020-10-03 04:19:38,274 - mmaction - INFO - Epoch [68][1680/2825] lr: 7.500e-04, eta: 1 day, 2:32:16, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8357, loss_cls: 1.5354, loss: 1.5354, grad_norm: 6.7937 2020-10-03 04:19:58,530 - mmaction - INFO - Epoch [68][1700/2825] lr: 7.500e-04, eta: 1 day, 2:31:55, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8398, loss_cls: 1.5299, loss: 1.5299, grad_norm: 6.7172 2020-10-03 04:20:18,847 - mmaction - INFO - Epoch [68][1720/2825] lr: 7.500e-04, eta: 1 day, 2:31:34, time: 1.016, data_time: 0.012, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8312, loss_cls: 1.5743, loss: 1.5743, grad_norm: 6.7557 2020-10-03 04:20:39,813 - mmaction - INFO - Epoch [68][1740/2825] lr: 7.500e-04, eta: 1 day, 2:31:13, time: 1.048, data_time: 0.027, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8305, loss_cls: 1.5584, loss: 1.5584, grad_norm: 6.8233 2020-10-03 04:21:02,205 - mmaction - INFO - Epoch [68][1760/2825] lr: 7.500e-04, eta: 1 day, 2:30:53, time: 1.120, data_time: 0.131, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.5090, loss: 1.5090, grad_norm: 6.6037 2020-10-03 04:21:22,759 - mmaction - INFO - Epoch [68][1780/2825] lr: 7.500e-04, eta: 1 day, 2:30:32, time: 1.027, data_time: 0.055, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8352, loss_cls: 1.5759, loss: 1.5759, grad_norm: 6.8352 2020-10-03 04:21:43,078 - mmaction - INFO - Epoch [68][1800/2825] lr: 7.500e-04, eta: 1 day, 2:30:11, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8406, loss_cls: 1.5097, loss: 1.5097, grad_norm: 6.6210 2020-10-03 04:22:03,942 - mmaction - INFO - Epoch [68][1820/2825] lr: 7.500e-04, eta: 1 day, 2:29:50, time: 1.043, data_time: 0.013, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8365, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.7501 2020-10-03 04:22:24,602 - mmaction - INFO - Epoch [68][1840/2825] lr: 7.500e-04, eta: 1 day, 2:29:29, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8339, loss_cls: 1.5830, loss: 1.5830, grad_norm: 6.9172 2020-10-03 04:22:45,200 - mmaction - INFO - Epoch [68][1860/2825] lr: 7.500e-04, eta: 1 day, 2:29:08, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8333, loss_cls: 1.5598, loss: 1.5598, grad_norm: 6.7558 2020-10-03 04:23:06,271 - mmaction - INFO - Epoch [68][1880/2825] lr: 7.500e-04, eta: 1 day, 2:28:47, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8370, loss_cls: 1.5639, loss: 1.5639, grad_norm: 6.7569 2020-10-03 04:23:25,915 - mmaction - INFO - Epoch [68][1900/2825] lr: 7.500e-04, eta: 1 day, 2:28:26, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8388, loss_cls: 1.5475, loss: 1.5475, grad_norm: 6.8550 2020-10-03 04:23:46,666 - mmaction - INFO - Epoch [68][1920/2825] lr: 7.500e-04, eta: 1 day, 2:28:05, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8424, loss_cls: 1.5430, loss: 1.5430, grad_norm: 6.7285 2020-10-03 04:24:07,920 - mmaction - INFO - Epoch [68][1940/2825] lr: 7.500e-04, eta: 1 day, 2:27:44, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8302, loss_cls: 1.5709, loss: 1.5709, grad_norm: 6.8411 2020-10-03 04:24:27,618 - mmaction - INFO - Epoch [68][1960/2825] lr: 7.500e-04, eta: 1 day, 2:27:23, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8281, loss_cls: 1.5941, loss: 1.5941, grad_norm: 6.8529 2020-10-03 04:24:48,371 - mmaction - INFO - Epoch [68][1980/2825] lr: 7.500e-04, eta: 1 day, 2:27:02, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8258, loss_cls: 1.5968, loss: 1.5968, grad_norm: 6.7728 2020-10-03 04:25:09,249 - mmaction - INFO - Epoch [68][2000/2825] lr: 7.500e-04, eta: 1 day, 2:26:41, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8346, loss_cls: 1.5568, loss: 1.5568, grad_norm: 6.7280 2020-10-03 04:25:29,938 - mmaction - INFO - Epoch [68][2020/2825] lr: 7.500e-04, eta: 1 day, 2:26:20, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8367, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.7863 2020-10-03 04:25:51,670 - mmaction - INFO - Epoch [68][2040/2825] lr: 7.500e-04, eta: 1 day, 2:25:59, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8391, loss_cls: 1.5466, loss: 1.5466, grad_norm: 6.7797 2020-10-03 04:26:12,091 - mmaction - INFO - Epoch [68][2060/2825] lr: 7.500e-04, eta: 1 day, 2:25:38, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8378, loss_cls: 1.5612, loss: 1.5612, grad_norm: 6.7283 2020-10-03 04:26:33,569 - mmaction - INFO - Epoch [68][2080/2825] lr: 7.500e-04, eta: 1 day, 2:25:18, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8276, loss_cls: 1.5789, loss: 1.5789, grad_norm: 6.8539 2020-10-03 04:26:54,406 - mmaction - INFO - Epoch [68][2100/2825] lr: 7.500e-04, eta: 1 day, 2:24:57, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8341, loss_cls: 1.5654, loss: 1.5654, grad_norm: 6.7108 2020-10-03 04:27:13,310 - mmaction - INFO - Epoch [68][2120/2825] lr: 7.500e-04, eta: 1 day, 2:24:35, time: 0.946, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8372, loss_cls: 1.5466, loss: 1.5466, grad_norm: 6.7115 2020-10-03 04:27:33,989 - mmaction - INFO - Epoch [68][2140/2825] lr: 7.500e-04, eta: 1 day, 2:24:14, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8401, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.7297 2020-10-03 04:27:54,467 - mmaction - INFO - Epoch [68][2160/2825] lr: 7.500e-04, eta: 1 day, 2:23:53, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5494, loss: 1.5494, grad_norm: 6.8183 2020-10-03 04:28:15,900 - mmaction - INFO - Epoch [68][2180/2825] lr: 7.500e-04, eta: 1 day, 2:23:32, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8365, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.6591 2020-10-03 04:28:36,432 - mmaction - INFO - Epoch [68][2200/2825] lr: 7.500e-04, eta: 1 day, 2:23:11, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5459, loss: 1.5459, grad_norm: 6.8373 2020-10-03 04:28:57,683 - mmaction - INFO - Epoch [68][2220/2825] lr: 7.500e-04, eta: 1 day, 2:22:51, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8404, loss_cls: 1.5402, loss: 1.5402, grad_norm: 6.6824 2020-10-03 04:29:18,330 - mmaction - INFO - Epoch [68][2240/2825] lr: 7.500e-04, eta: 1 day, 2:22:30, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8310, loss_cls: 1.5813, loss: 1.5813, grad_norm: 6.8647 2020-10-03 04:29:40,543 - mmaction - INFO - Epoch [68][2260/2825] lr: 7.500e-04, eta: 1 day, 2:22:09, time: 1.111, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8307, loss_cls: 1.5931, loss: 1.5931, grad_norm: 6.8192 2020-10-03 04:30:01,394 - mmaction - INFO - Epoch [68][2280/2825] lr: 7.500e-04, eta: 1 day, 2:21:49, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8326, loss_cls: 1.5822, loss: 1.5822, grad_norm: 6.8922 2020-10-03 04:30:22,449 - mmaction - INFO - Epoch [68][2300/2825] lr: 7.500e-04, eta: 1 day, 2:21:28, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8380, loss_cls: 1.5220, loss: 1.5220, grad_norm: 6.6713 2020-10-03 04:30:43,521 - mmaction - INFO - Epoch [68][2320/2825] lr: 7.500e-04, eta: 1 day, 2:21:07, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8375, loss_cls: 1.5254, loss: 1.5254, grad_norm: 6.6956 2020-10-03 04:31:04,583 - mmaction - INFO - Epoch [68][2340/2825] lr: 7.500e-04, eta: 1 day, 2:20:46, time: 1.053, data_time: 0.249, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8299, loss_cls: 1.6087, loss: 1.6087, grad_norm: 6.8807 2020-10-03 04:31:24,368 - mmaction - INFO - Epoch [68][2360/2825] lr: 7.500e-04, eta: 1 day, 2:20:25, time: 0.990, data_time: 0.258, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8333, loss_cls: 1.5933, loss: 1.5933, grad_norm: 6.9039 2020-10-03 04:31:44,986 - mmaction - INFO - Epoch [68][2380/2825] lr: 7.500e-04, eta: 1 day, 2:20:04, time: 1.031, data_time: 0.191, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8432, loss_cls: 1.5357, loss: 1.5357, grad_norm: 6.6464 2020-10-03 04:32:05,813 - mmaction - INFO - Epoch [68][2400/2825] lr: 7.500e-04, eta: 1 day, 2:19:43, time: 1.041, data_time: 0.084, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8372, loss_cls: 1.5547, loss: 1.5547, grad_norm: 6.7654 2020-10-03 04:32:26,939 - mmaction - INFO - Epoch [68][2420/2825] lr: 7.500e-04, eta: 1 day, 2:19:22, time: 1.055, data_time: 0.062, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8435, loss_cls: 1.5099, loss: 1.5099, grad_norm: 6.6692 2020-10-03 04:32:47,914 - mmaction - INFO - Epoch [68][2440/2825] lr: 7.500e-04, eta: 1 day, 2:19:01, time: 1.050, data_time: 0.004, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8315, loss_cls: 1.5536, loss: 1.5536, grad_norm: 6.8177 2020-10-03 04:33:07,035 - mmaction - INFO - Epoch [68][2460/2825] lr: 7.500e-04, eta: 1 day, 2:18:40, time: 0.955, data_time: 0.001, memory: 8353, top1_acc: 0.6174, top5_acc: 0.8307, loss_cls: 1.6142, loss: 1.6142, grad_norm: 6.8584 2020-10-03 04:33:27,996 - mmaction - INFO - Epoch [68][2480/2825] lr: 7.500e-04, eta: 1 day, 2:18:19, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8398, loss_cls: 1.5386, loss: 1.5386, grad_norm: 6.6806 2020-10-03 04:33:48,612 - mmaction - INFO - Epoch [68][2500/2825] lr: 7.500e-04, eta: 1 day, 2:17:58, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8357, loss_cls: 1.5506, loss: 1.5506, grad_norm: 6.8229 2020-10-03 04:34:09,199 - mmaction - INFO - Epoch [68][2520/2825] lr: 7.500e-04, eta: 1 day, 2:17:37, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8490, loss_cls: 1.5080, loss: 1.5080, grad_norm: 6.7655 2020-10-03 04:34:30,365 - mmaction - INFO - Epoch [68][2540/2825] lr: 7.500e-04, eta: 1 day, 2:17:16, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8346, loss_cls: 1.5664, loss: 1.5664, grad_norm: 6.8062 2020-10-03 04:34:50,412 - mmaction - INFO - Epoch [68][2560/2825] lr: 7.500e-04, eta: 1 day, 2:16:55, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5946, loss: 1.5946, grad_norm: 6.8433 2020-10-03 04:35:11,097 - mmaction - INFO - Epoch [68][2580/2825] lr: 7.500e-04, eta: 1 day, 2:16:34, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8320, loss_cls: 1.6238, loss: 1.6238, grad_norm: 6.9230 2020-10-03 04:35:32,160 - mmaction - INFO - Epoch [68][2600/2825] lr: 7.500e-04, eta: 1 day, 2:16:13, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8299, loss_cls: 1.5811, loss: 1.5811, grad_norm: 6.7659 2020-10-03 04:35:51,672 - mmaction - INFO - Epoch [68][2620/2825] lr: 7.500e-04, eta: 1 day, 2:15:52, time: 0.974, data_time: 0.003, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.5210, loss: 1.5210, grad_norm: 6.7373 2020-10-03 04:36:13,854 - mmaction - INFO - Epoch [68][2640/2825] lr: 7.500e-04, eta: 1 day, 2:15:31, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8388, loss_cls: 1.5109, loss: 1.5109, grad_norm: 6.6627 2020-10-03 04:36:34,469 - mmaction - INFO - Epoch [68][2660/2825] lr: 7.500e-04, eta: 1 day, 2:15:10, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8339, loss_cls: 1.5461, loss: 1.5461, grad_norm: 6.6359 2020-10-03 04:36:55,211 - mmaction - INFO - Epoch [68][2680/2825] lr: 7.500e-04, eta: 1 day, 2:14:49, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8354, loss_cls: 1.5807, loss: 1.5807, grad_norm: 6.9709 2020-10-03 04:37:14,900 - mmaction - INFO - Epoch [68][2700/2825] lr: 7.500e-04, eta: 1 day, 2:14:28, time: 0.985, data_time: 0.003, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8359, loss_cls: 1.5606, loss: 1.5606, grad_norm: 6.8220 2020-10-03 04:37:35,715 - mmaction - INFO - Epoch [68][2720/2825] lr: 7.500e-04, eta: 1 day, 2:14:07, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8339, loss_cls: 1.5853, loss: 1.5853, grad_norm: 6.7177 2020-10-03 04:37:56,883 - mmaction - INFO - Epoch [68][2740/2825] lr: 7.500e-04, eta: 1 day, 2:13:46, time: 1.058, data_time: 0.047, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8370, loss_cls: 1.5416, loss: 1.5416, grad_norm: 6.5865 2020-10-03 04:38:18,028 - mmaction - INFO - Epoch [68][2760/2825] lr: 7.500e-04, eta: 1 day, 2:13:26, time: 1.057, data_time: 0.019, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8328, loss_cls: 1.5417, loss: 1.5417, grad_norm: 6.6498 2020-10-03 04:38:38,418 - mmaction - INFO - Epoch [68][2780/2825] lr: 7.500e-04, eta: 1 day, 2:13:05, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5669, loss: 1.5669, grad_norm: 6.6789 2020-10-03 04:38:59,467 - mmaction - INFO - Epoch [68][2800/2825] lr: 7.500e-04, eta: 1 day, 2:12:44, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8357, loss_cls: 1.5749, loss: 1.5749, grad_norm: 6.7900 2020-10-03 04:39:19,608 - mmaction - INFO - Epoch [68][2820/2825] lr: 7.500e-04, eta: 1 day, 2:12:23, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8419, loss_cls: 1.5243, loss: 1.5243, grad_norm: 6.7508 2020-10-03 04:39:26,540 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-10-03 04:40:15,070 - mmaction - INFO - Epoch [69][20/2825] lr: 7.500e-04, eta: 1 day, 2:12:07, time: 2.373, data_time: 1.149, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8372, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.7057 2020-10-03 04:40:36,069 - mmaction - INFO - Epoch [69][40/2825] lr: 7.500e-04, eta: 1 day, 2:11:46, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8370, loss_cls: 1.5427, loss: 1.5427, grad_norm: 6.5900 2020-10-03 04:40:55,437 - mmaction - INFO - Epoch [69][60/2825] lr: 7.500e-04, eta: 1 day, 2:11:24, time: 0.968, data_time: 0.001, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8378, loss_cls: 1.5600, loss: 1.5600, grad_norm: 6.7190 2020-10-03 04:41:17,312 - mmaction - INFO - Epoch [69][80/2825] lr: 7.500e-04, eta: 1 day, 2:11:04, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8536, loss_cls: 1.4738, loss: 1.4738, grad_norm: 6.6960 2020-10-03 04:41:37,579 - mmaction - INFO - Epoch [69][100/2825] lr: 7.500e-04, eta: 1 day, 2:10:43, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4999, loss: 1.4999, grad_norm: 6.5902 2020-10-03 04:41:57,828 - mmaction - INFO - Epoch [69][120/2825] lr: 7.500e-04, eta: 1 day, 2:10:21, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8419, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.6647 2020-10-03 04:42:19,589 - mmaction - INFO - Epoch [69][140/2825] lr: 7.500e-04, eta: 1 day, 2:10:01, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8383, loss_cls: 1.5276, loss: 1.5276, grad_norm: 6.6050 2020-10-03 04:42:39,821 - mmaction - INFO - Epoch [69][160/2825] lr: 7.500e-04, eta: 1 day, 2:09:40, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8380, loss_cls: 1.5451, loss: 1.5451, grad_norm: 6.7985 2020-10-03 04:43:00,687 - mmaction - INFO - Epoch [69][180/2825] lr: 7.500e-04, eta: 1 day, 2:09:19, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8469, loss_cls: 1.4865, loss: 1.4865, grad_norm: 6.5758 2020-10-03 04:43:21,655 - mmaction - INFO - Epoch [69][200/2825] lr: 7.500e-04, eta: 1 day, 2:08:58, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8299, loss_cls: 1.5390, loss: 1.5390, grad_norm: 6.8659 2020-10-03 04:43:41,577 - mmaction - INFO - Epoch [69][220/2825] lr: 7.500e-04, eta: 1 day, 2:08:37, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8312, loss_cls: 1.5632, loss: 1.5632, grad_norm: 6.7408 2020-10-03 04:44:03,402 - mmaction - INFO - Epoch [69][240/2825] lr: 7.500e-04, eta: 1 day, 2:08:16, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.6644 2020-10-03 04:44:23,278 - mmaction - INFO - Epoch [69][260/2825] lr: 7.500e-04, eta: 1 day, 2:07:55, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8378, loss_cls: 1.5577, loss: 1.5577, grad_norm: 6.8567 2020-10-03 04:44:44,011 - mmaction - INFO - Epoch [69][280/2825] lr: 7.500e-04, eta: 1 day, 2:07:34, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8385, loss_cls: 1.5456, loss: 1.5456, grad_norm: 6.6827 2020-10-03 04:45:05,122 - mmaction - INFO - Epoch [69][300/2825] lr: 7.500e-04, eta: 1 day, 2:07:13, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5756, loss: 1.5756, grad_norm: 6.7888 2020-10-03 04:45:25,514 - mmaction - INFO - Epoch [69][320/2825] lr: 7.500e-04, eta: 1 day, 2:06:52, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8344, loss_cls: 1.5870, loss: 1.5870, grad_norm: 6.8012 2020-10-03 04:45:46,713 - mmaction - INFO - Epoch [69][340/2825] lr: 7.500e-04, eta: 1 day, 2:06:31, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8365, loss_cls: 1.5060, loss: 1.5060, grad_norm: 6.7041 2020-10-03 04:46:08,099 - mmaction - INFO - Epoch [69][360/2825] lr: 7.500e-04, eta: 1 day, 2:06:11, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8487, loss_cls: 1.4585, loss: 1.4585, grad_norm: 6.6035 2020-10-03 04:46:27,553 - mmaction - INFO - Epoch [69][380/2825] lr: 7.500e-04, eta: 1 day, 2:05:49, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8359, loss_cls: 1.5639, loss: 1.5639, grad_norm: 6.6075 2020-10-03 04:46:48,539 - mmaction - INFO - Epoch [69][400/2825] lr: 7.500e-04, eta: 1 day, 2:05:28, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8477, loss_cls: 1.5004, loss: 1.5004, grad_norm: 6.6429 2020-10-03 04:47:09,451 - mmaction - INFO - Epoch [69][420/2825] lr: 7.500e-04, eta: 1 day, 2:05:08, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8375, loss_cls: 1.5370, loss: 1.5370, grad_norm: 6.7232 2020-10-03 04:47:30,480 - mmaction - INFO - Epoch [69][440/2825] lr: 7.500e-04, eta: 1 day, 2:04:47, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5843, loss: 1.5843, grad_norm: 6.8046 2020-10-03 04:47:50,396 - mmaction - INFO - Epoch [69][460/2825] lr: 7.500e-04, eta: 1 day, 2:04:25, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8424, loss_cls: 1.5064, loss: 1.5064, grad_norm: 6.6451 2020-10-03 04:48:12,026 - mmaction - INFO - Epoch [69][480/2825] lr: 7.500e-04, eta: 1 day, 2:04:05, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8279, loss_cls: 1.5605, loss: 1.5605, grad_norm: 6.6625 2020-10-03 04:48:32,951 - mmaction - INFO - Epoch [69][500/2825] lr: 7.500e-04, eta: 1 day, 2:03:44, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8445, loss_cls: 1.5074, loss: 1.5074, grad_norm: 6.6601 2020-10-03 04:48:53,080 - mmaction - INFO - Epoch [69][520/2825] lr: 7.500e-04, eta: 1 day, 2:03:23, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8331, loss_cls: 1.5468, loss: 1.5468, grad_norm: 6.6724 2020-10-03 04:49:13,766 - mmaction - INFO - Epoch [69][540/2825] lr: 7.500e-04, eta: 1 day, 2:03:02, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8318, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.5706 2020-10-03 04:49:33,904 - mmaction - INFO - Epoch [69][560/2825] lr: 7.500e-04, eta: 1 day, 2:02:41, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8302, loss_cls: 1.5532, loss: 1.5532, grad_norm: 6.7375 2020-10-03 04:49:54,152 - mmaction - INFO - Epoch [69][580/2825] lr: 7.500e-04, eta: 1 day, 2:02:20, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8370, loss_cls: 1.5370, loss: 1.5370, grad_norm: 6.7601 2020-10-03 04:50:15,006 - mmaction - INFO - Epoch [69][600/2825] lr: 7.500e-04, eta: 1 day, 2:01:59, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8365, loss_cls: 1.5752, loss: 1.5752, grad_norm: 6.7638 2020-10-03 04:50:35,332 - mmaction - INFO - Epoch [69][620/2825] lr: 7.500e-04, eta: 1 day, 2:01:38, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.5375, loss: 1.5375, grad_norm: 6.7914 2020-10-03 04:50:55,924 - mmaction - INFO - Epoch [69][640/2825] lr: 7.500e-04, eta: 1 day, 2:01:17, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8411, loss_cls: 1.5000, loss: 1.5000, grad_norm: 6.6405 2020-10-03 04:51:16,974 - mmaction - INFO - Epoch [69][660/2825] lr: 7.500e-04, eta: 1 day, 2:00:56, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8466, loss_cls: 1.5322, loss: 1.5322, grad_norm: 6.7118 2020-10-03 04:51:37,799 - mmaction - INFO - Epoch [69][680/2825] lr: 7.500e-04, eta: 1 day, 2:00:35, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8263, loss_cls: 1.5950, loss: 1.5950, grad_norm: 6.8940 2020-10-03 04:51:59,471 - mmaction - INFO - Epoch [69][700/2825] lr: 7.500e-04, eta: 1 day, 2:00:14, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8302, loss_cls: 1.5643, loss: 1.5643, grad_norm: 6.6725 2020-10-03 04:52:20,623 - mmaction - INFO - Epoch [69][720/2825] lr: 7.500e-04, eta: 1 day, 1:59:54, time: 1.059, data_time: 0.006, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8464, loss_cls: 1.5231, loss: 1.5231, grad_norm: 6.7486 2020-10-03 04:52:41,115 - mmaction - INFO - Epoch [69][740/2825] lr: 7.500e-04, eta: 1 day, 1:59:33, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8362, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.7989 2020-10-03 04:53:01,342 - mmaction - INFO - Epoch [69][760/2825] lr: 7.500e-04, eta: 1 day, 1:59:11, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8378, loss_cls: 1.5430, loss: 1.5430, grad_norm: 6.7993 2020-10-03 04:53:21,337 - mmaction - INFO - Epoch [69][780/2825] lr: 7.500e-04, eta: 1 day, 1:58:50, time: 1.000, data_time: 0.003, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6352, loss: 1.6352, grad_norm: 6.9525 2020-10-03 04:53:42,370 - mmaction - INFO - Epoch [69][800/2825] lr: 7.500e-04, eta: 1 day, 1:58:29, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8427, loss_cls: 1.5391, loss: 1.5391, grad_norm: 6.8958 2020-10-03 04:54:03,048 - mmaction - INFO - Epoch [69][820/2825] lr: 7.500e-04, eta: 1 day, 1:58:08, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8370, loss_cls: 1.5644, loss: 1.5644, grad_norm: 6.8813 2020-10-03 04:54:25,099 - mmaction - INFO - Epoch [69][840/2825] lr: 7.500e-04, eta: 1 day, 1:57:48, time: 1.102, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8401, loss_cls: 1.5582, loss: 1.5582, grad_norm: 6.8455 2020-10-03 04:54:44,637 - mmaction - INFO - Epoch [69][860/2825] lr: 7.500e-04, eta: 1 day, 1:57:27, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5350, loss: 1.5350, grad_norm: 6.5975 2020-10-03 04:55:05,186 - mmaction - INFO - Epoch [69][880/2825] lr: 7.500e-04, eta: 1 day, 1:57:06, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8372, loss_cls: 1.5345, loss: 1.5345, grad_norm: 6.8058 2020-10-03 04:55:26,780 - mmaction - INFO - Epoch [69][900/2825] lr: 7.500e-04, eta: 1 day, 1:56:45, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8333, loss_cls: 1.5916, loss: 1.5916, grad_norm: 6.8625 2020-10-03 04:55:46,666 - mmaction - INFO - Epoch [69][920/2825] lr: 7.500e-04, eta: 1 day, 1:56:24, time: 0.995, data_time: 0.003, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8302, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.7393 2020-10-03 04:56:06,814 - mmaction - INFO - Epoch [69][940/2825] lr: 7.500e-04, eta: 1 day, 1:56:02, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8427, loss_cls: 1.5484, loss: 1.5484, grad_norm: 6.7568 2020-10-03 04:56:28,521 - mmaction - INFO - Epoch [69][960/2825] lr: 7.500e-04, eta: 1 day, 1:55:42, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8297, loss_cls: 1.5747, loss: 1.5747, grad_norm: 6.8058 2020-10-03 04:56:48,277 - mmaction - INFO - Epoch [69][980/2825] lr: 7.500e-04, eta: 1 day, 1:55:21, time: 0.988, data_time: 0.003, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.6017, loss: 1.6017, grad_norm: 6.8424 2020-10-03 04:57:09,413 - mmaction - INFO - Epoch [69][1000/2825] lr: 7.500e-04, eta: 1 day, 1:55:00, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8331, loss_cls: 1.5420, loss: 1.5420, grad_norm: 6.7242 2020-10-03 04:57:29,589 - mmaction - INFO - Epoch [69][1020/2825] lr: 7.500e-04, eta: 1 day, 1:54:39, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8346, loss_cls: 1.5401, loss: 1.5401, grad_norm: 6.6802 2020-10-03 04:57:49,726 - mmaction - INFO - Epoch [69][1040/2825] lr: 7.500e-04, eta: 1 day, 1:54:17, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8333, loss_cls: 1.5349, loss: 1.5349, grad_norm: 6.7011 2020-10-03 04:58:11,320 - mmaction - INFO - Epoch [69][1060/2825] lr: 7.500e-04, eta: 1 day, 1:53:57, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6308, loss: 1.6308, grad_norm: 6.8596 2020-10-03 04:58:30,737 - mmaction - INFO - Epoch [69][1080/2825] lr: 7.500e-04, eta: 1 day, 1:53:35, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.6793 2020-10-03 04:58:52,384 - mmaction - INFO - Epoch [69][1100/2825] lr: 7.500e-04, eta: 1 day, 1:53:15, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.5469, loss: 1.5469, grad_norm: 6.6758 2020-10-03 04:59:12,831 - mmaction - INFO - Epoch [69][1120/2825] lr: 7.500e-04, eta: 1 day, 1:52:54, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8331, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.6143 2020-10-03 04:59:33,177 - mmaction - INFO - Epoch [69][1140/2825] lr: 7.500e-04, eta: 1 day, 1:52:33, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8357, loss_cls: 1.5751, loss: 1.5751, grad_norm: 6.9012 2020-10-03 04:59:53,686 - mmaction - INFO - Epoch [69][1160/2825] lr: 7.500e-04, eta: 1 day, 1:52:12, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8281, loss_cls: 1.5913, loss: 1.5913, grad_norm: 6.8937 2020-10-03 05:00:17,185 - mmaction - INFO - Epoch [69][1180/2825] lr: 7.500e-04, eta: 1 day, 1:51:52, time: 1.175, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8370, loss_cls: 1.5591, loss: 1.5591, grad_norm: 6.7363 2020-10-03 05:00:37,562 - mmaction - INFO - Epoch [69][1200/2825] lr: 7.500e-04, eta: 1 day, 1:51:31, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8354, loss_cls: 1.5769, loss: 1.5769, grad_norm: 6.8539 2020-10-03 05:00:57,883 - mmaction - INFO - Epoch [69][1220/2825] lr: 7.500e-04, eta: 1 day, 1:51:10, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8245, loss_cls: 1.6090, loss: 1.6090, grad_norm: 6.9948 2020-10-03 05:01:18,689 - mmaction - INFO - Epoch [69][1240/2825] lr: 7.500e-04, eta: 1 day, 1:50:49, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8310, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.7429 2020-10-03 05:01:39,522 - mmaction - INFO - Epoch [69][1260/2825] lr: 7.500e-04, eta: 1 day, 1:50:28, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8393, loss_cls: 1.5429, loss: 1.5429, grad_norm: 6.6456 2020-10-03 05:01:59,695 - mmaction - INFO - Epoch [69][1280/2825] lr: 7.500e-04, eta: 1 day, 1:50:07, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.5779, loss: 1.5779, grad_norm: 6.8236 2020-10-03 05:02:20,046 - mmaction - INFO - Epoch [69][1300/2825] lr: 7.500e-04, eta: 1 day, 1:49:46, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8380, loss_cls: 1.5290, loss: 1.5290, grad_norm: 6.6849 2020-10-03 05:02:40,548 - mmaction - INFO - Epoch [69][1320/2825] lr: 7.500e-04, eta: 1 day, 1:49:25, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8346, loss_cls: 1.5619, loss: 1.5619, grad_norm: 6.7913 2020-10-03 05:03:01,217 - mmaction - INFO - Epoch [69][1340/2825] lr: 7.500e-04, eta: 1 day, 1:49:04, time: 1.033, data_time: 0.083, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8307, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.8391 2020-10-03 05:03:22,120 - mmaction - INFO - Epoch [69][1360/2825] lr: 7.500e-04, eta: 1 day, 1:48:43, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8245, loss_cls: 1.6080, loss: 1.6080, grad_norm: 6.7918 2020-10-03 05:03:41,723 - mmaction - INFO - Epoch [69][1380/2825] lr: 7.500e-04, eta: 1 day, 1:48:21, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8320, loss_cls: 1.5619, loss: 1.5619, grad_norm: 6.7956 2020-10-03 05:04:02,374 - mmaction - INFO - Epoch [69][1400/2825] lr: 7.500e-04, eta: 1 day, 1:48:00, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8302, loss_cls: 1.5684, loss: 1.5684, grad_norm: 6.8272 2020-10-03 05:04:23,216 - mmaction - INFO - Epoch [69][1420/2825] lr: 7.500e-04, eta: 1 day, 1:47:39, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8430, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.5764 2020-10-03 05:04:43,895 - mmaction - INFO - Epoch [69][1440/2825] lr: 7.500e-04, eta: 1 day, 1:47:18, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8359, loss_cls: 1.5369, loss: 1.5369, grad_norm: 6.6276 2020-10-03 05:05:05,219 - mmaction - INFO - Epoch [69][1460/2825] lr: 7.500e-04, eta: 1 day, 1:46:58, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8435, loss_cls: 1.5443, loss: 1.5443, grad_norm: 6.8244 2020-10-03 05:05:25,200 - mmaction - INFO - Epoch [69][1480/2825] lr: 7.500e-04, eta: 1 day, 1:46:36, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8331, loss_cls: 1.5804, loss: 1.5804, grad_norm: 6.8168 2020-10-03 05:05:46,453 - mmaction - INFO - Epoch [69][1500/2825] lr: 7.500e-04, eta: 1 day, 1:46:16, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8411, loss_cls: 1.5493, loss: 1.5493, grad_norm: 6.8302 2020-10-03 05:06:05,865 - mmaction - INFO - Epoch [69][1520/2825] lr: 7.500e-04, eta: 1 day, 1:45:54, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8490, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.6576 2020-10-03 05:06:26,523 - mmaction - INFO - Epoch [69][1540/2825] lr: 7.500e-04, eta: 1 day, 1:45:33, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8435, loss_cls: 1.5373, loss: 1.5373, grad_norm: 6.9233 2020-10-03 05:06:47,459 - mmaction - INFO - Epoch [69][1560/2825] lr: 7.500e-04, eta: 1 day, 1:45:12, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8362, loss_cls: 1.5387, loss: 1.5387, grad_norm: 6.7471 2020-10-03 05:07:07,871 - mmaction - INFO - Epoch [69][1580/2825] lr: 7.500e-04, eta: 1 day, 1:44:51, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8367, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.6888 2020-10-03 05:07:29,720 - mmaction - INFO - Epoch [69][1600/2825] lr: 7.500e-04, eta: 1 day, 1:44:31, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8297, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.6931 2020-10-03 05:07:49,634 - mmaction - INFO - Epoch [69][1620/2825] lr: 7.500e-04, eta: 1 day, 1:44:10, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8370, loss_cls: 1.5671, loss: 1.5671, grad_norm: 6.7958 2020-10-03 05:08:10,015 - mmaction - INFO - Epoch [69][1640/2825] lr: 7.500e-04, eta: 1 day, 1:43:49, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8250, loss_cls: 1.5795, loss: 1.5795, grad_norm: 6.8145 2020-10-03 05:08:30,479 - mmaction - INFO - Epoch [69][1660/2825] lr: 7.500e-04, eta: 1 day, 1:43:27, time: 1.025, data_time: 0.003, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8419, loss_cls: 1.5077, loss: 1.5077, grad_norm: 6.6989 2020-10-03 05:08:50,782 - mmaction - INFO - Epoch [69][1680/2825] lr: 7.500e-04, eta: 1 day, 1:43:06, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5812, loss: 1.5812, grad_norm: 6.8169 2020-10-03 05:09:11,716 - mmaction - INFO - Epoch [69][1700/2825] lr: 7.500e-04, eta: 1 day, 1:42:45, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8344, loss_cls: 1.5565, loss: 1.5565, grad_norm: 6.8487 2020-10-03 05:09:31,867 - mmaction - INFO - Epoch [69][1720/2825] lr: 7.500e-04, eta: 1 day, 1:42:24, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8323, loss_cls: 1.5689, loss: 1.5689, grad_norm: 6.7326 2020-10-03 05:09:52,782 - mmaction - INFO - Epoch [69][1740/2825] lr: 7.500e-04, eta: 1 day, 1:42:03, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8378, loss_cls: 1.5112, loss: 1.5112, grad_norm: 6.7265 2020-10-03 05:10:13,654 - mmaction - INFO - Epoch [69][1760/2825] lr: 7.500e-04, eta: 1 day, 1:41:43, time: 1.043, data_time: 0.004, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8474, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.7197 2020-10-03 05:10:34,781 - mmaction - INFO - Epoch [69][1780/2825] lr: 7.500e-04, eta: 1 day, 1:41:22, time: 1.056, data_time: 0.089, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8224, loss_cls: 1.6326, loss: 1.6326, grad_norm: 6.9396 2020-10-03 05:10:55,257 - mmaction - INFO - Epoch [69][1800/2825] lr: 7.500e-04, eta: 1 day, 1:41:01, time: 1.024, data_time: 0.107, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8352, loss_cls: 1.5428, loss: 1.5428, grad_norm: 6.7297 2020-10-03 05:11:15,682 - mmaction - INFO - Epoch [69][1820/2825] lr: 7.500e-04, eta: 1 day, 1:40:40, time: 1.021, data_time: 0.034, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8318, loss_cls: 1.5773, loss: 1.5773, grad_norm: 6.8113 2020-10-03 05:11:36,541 - mmaction - INFO - Epoch [69][1840/2825] lr: 7.500e-04, eta: 1 day, 1:40:19, time: 1.043, data_time: 0.084, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8383, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.7006 2020-10-03 05:11:57,548 - mmaction - INFO - Epoch [69][1860/2825] lr: 7.500e-04, eta: 1 day, 1:39:58, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8320, loss_cls: 1.5714, loss: 1.5714, grad_norm: 6.7187 2020-10-03 05:12:18,537 - mmaction - INFO - Epoch [69][1880/2825] lr: 7.500e-04, eta: 1 day, 1:39:37, time: 1.050, data_time: 0.004, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8437, loss_cls: 1.5115, loss: 1.5115, grad_norm: 6.8247 2020-10-03 05:12:39,565 - mmaction - INFO - Epoch [69][1900/2825] lr: 7.500e-04, eta: 1 day, 1:39:16, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8432, loss_cls: 1.5180, loss: 1.5180, grad_norm: 6.7459 2020-10-03 05:12:59,382 - mmaction - INFO - Epoch [69][1920/2825] lr: 7.500e-04, eta: 1 day, 1:38:55, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8344, loss_cls: 1.5690, loss: 1.5690, grad_norm: 6.8653 2020-10-03 05:13:21,681 - mmaction - INFO - Epoch [69][1940/2825] lr: 7.500e-04, eta: 1 day, 1:38:35, time: 1.115, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8299, loss_cls: 1.5652, loss: 1.5652, grad_norm: 6.9105 2020-10-03 05:13:42,385 - mmaction - INFO - Epoch [69][1960/2825] lr: 7.500e-04, eta: 1 day, 1:38:14, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8406, loss_cls: 1.5250, loss: 1.5250, grad_norm: 6.6988 2020-10-03 05:14:02,139 - mmaction - INFO - Epoch [69][1980/2825] lr: 7.500e-04, eta: 1 day, 1:37:52, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8391, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.7418 2020-10-03 05:14:23,389 - mmaction - INFO - Epoch [69][2000/2825] lr: 7.500e-04, eta: 1 day, 1:37:32, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8419, loss_cls: 1.5290, loss: 1.5290, grad_norm: 6.8403 2020-10-03 05:14:44,705 - mmaction - INFO - Epoch [69][2020/2825] lr: 7.500e-04, eta: 1 day, 1:37:11, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8406, loss_cls: 1.5715, loss: 1.5715, grad_norm: 6.8798 2020-10-03 05:15:05,577 - mmaction - INFO - Epoch [69][2040/2825] lr: 7.500e-04, eta: 1 day, 1:36:50, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8383, loss_cls: 1.5291, loss: 1.5291, grad_norm: 6.7582 2020-10-03 05:15:26,859 - mmaction - INFO - Epoch [69][2060/2825] lr: 7.500e-04, eta: 1 day, 1:36:30, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8352, loss_cls: 1.5355, loss: 1.5355, grad_norm: 6.7269 2020-10-03 05:15:48,744 - mmaction - INFO - Epoch [69][2080/2825] lr: 7.500e-04, eta: 1 day, 1:36:09, time: 1.093, data_time: 0.001, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8380, loss_cls: 1.5324, loss: 1.5324, grad_norm: 6.7076 2020-10-03 05:16:07,148 - mmaction - INFO - Epoch [69][2100/2825] lr: 7.500e-04, eta: 1 day, 1:35:47, time: 0.920, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8443, loss_cls: 1.4941, loss: 1.4941, grad_norm: 6.6511 2020-10-03 05:16:29,910 - mmaction - INFO - Epoch [69][2120/2825] lr: 7.500e-04, eta: 1 day, 1:35:27, time: 1.138, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8375, loss_cls: 1.5830, loss: 1.5830, grad_norm: 6.8002 2020-10-03 05:16:51,308 - mmaction - INFO - Epoch [69][2140/2825] lr: 7.500e-04, eta: 1 day, 1:35:06, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8398, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.8206 2020-10-03 05:17:10,845 - mmaction - INFO - Epoch [69][2160/2825] lr: 7.500e-04, eta: 1 day, 1:34:45, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8380, loss_cls: 1.5737, loss: 1.5737, grad_norm: 6.8506 2020-10-03 05:17:31,254 - mmaction - INFO - Epoch [69][2180/2825] lr: 7.500e-04, eta: 1 day, 1:34:24, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8378, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.7995 2020-10-03 05:17:51,109 - mmaction - INFO - Epoch [69][2200/2825] lr: 7.500e-04, eta: 1 day, 1:34:03, time: 0.991, data_time: 0.004, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8336, loss_cls: 1.5322, loss: 1.5322, grad_norm: 6.7504 2020-10-03 05:18:12,167 - mmaction - INFO - Epoch [69][2220/2825] lr: 7.500e-04, eta: 1 day, 1:33:42, time: 1.053, data_time: 0.180, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8380, loss_cls: 1.5546, loss: 1.5546, grad_norm: 6.8763 2020-10-03 05:18:34,344 - mmaction - INFO - Epoch [69][2240/2825] lr: 7.500e-04, eta: 1 day, 1:33:22, time: 1.109, data_time: 0.144, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5974, loss: 1.5974, grad_norm: 6.9669 2020-10-03 05:18:54,152 - mmaction - INFO - Epoch [69][2260/2825] lr: 7.500e-04, eta: 1 day, 1:33:00, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8349, loss_cls: 1.5633, loss: 1.5633, grad_norm: 6.9060 2020-10-03 05:19:15,062 - mmaction - INFO - Epoch [69][2280/2825] lr: 7.500e-04, eta: 1 day, 1:32:39, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8341, loss_cls: 1.5491, loss: 1.5491, grad_norm: 6.7606 2020-10-03 05:19:35,018 - mmaction - INFO - Epoch [69][2300/2825] lr: 7.500e-04, eta: 1 day, 1:32:18, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8323, loss_cls: 1.5814, loss: 1.5814, grad_norm: 6.8069 2020-10-03 05:19:55,629 - mmaction - INFO - Epoch [69][2320/2825] lr: 7.500e-04, eta: 1 day, 1:31:57, time: 1.030, data_time: 0.046, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8401, loss_cls: 1.5486, loss: 1.5486, grad_norm: 6.7797 2020-10-03 05:20:16,902 - mmaction - INFO - Epoch [69][2340/2825] lr: 7.500e-04, eta: 1 day, 1:31:36, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8263, loss_cls: 1.5719, loss: 1.5719, grad_norm: 6.8125 2020-10-03 05:20:38,363 - mmaction - INFO - Epoch [69][2360/2825] lr: 7.500e-04, eta: 1 day, 1:31:16, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8302, loss_cls: 1.5607, loss: 1.5607, grad_norm: 6.7889 2020-10-03 05:20:57,757 - mmaction - INFO - Epoch [69][2380/2825] lr: 7.500e-04, eta: 1 day, 1:30:54, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8391, loss_cls: 1.5381, loss: 1.5381, grad_norm: 6.7839 2020-10-03 05:21:18,747 - mmaction - INFO - Epoch [69][2400/2825] lr: 7.500e-04, eta: 1 day, 1:30:33, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8253, loss_cls: 1.6172, loss: 1.6172, grad_norm: 6.8336 2020-10-03 05:21:40,047 - mmaction - INFO - Epoch [69][2420/2825] lr: 7.500e-04, eta: 1 day, 1:30:13, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4842, loss: 1.4842, grad_norm: 6.7147 2020-10-03 05:22:00,127 - mmaction - INFO - Epoch [69][2440/2825] lr: 7.500e-04, eta: 1 day, 1:29:51, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8503, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.6654 2020-10-03 05:22:21,018 - mmaction - INFO - Epoch [69][2460/2825] lr: 7.500e-04, eta: 1 day, 1:29:31, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8380, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.5943 2020-10-03 05:22:42,879 - mmaction - INFO - Epoch [69][2480/2825] lr: 7.500e-04, eta: 1 day, 1:29:10, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8307, loss_cls: 1.5785, loss: 1.5785, grad_norm: 6.8727 2020-10-03 05:23:02,563 - mmaction - INFO - Epoch [69][2500/2825] lr: 7.500e-04, eta: 1 day, 1:28:49, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8359, loss_cls: 1.5249, loss: 1.5249, grad_norm: 6.7969 2020-10-03 05:23:23,752 - mmaction - INFO - Epoch [69][2520/2825] lr: 7.500e-04, eta: 1 day, 1:28:28, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8474, loss_cls: 1.4942, loss: 1.4942, grad_norm: 6.5563 2020-10-03 05:23:44,588 - mmaction - INFO - Epoch [69][2540/2825] lr: 7.500e-04, eta: 1 day, 1:28:07, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8305, loss_cls: 1.5881, loss: 1.5881, grad_norm: 6.7963 2020-10-03 05:24:04,378 - mmaction - INFO - Epoch [69][2560/2825] lr: 7.500e-04, eta: 1 day, 1:27:46, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8451, loss_cls: 1.5050, loss: 1.5050, grad_norm: 6.7902 2020-10-03 05:24:24,824 - mmaction - INFO - Epoch [69][2580/2825] lr: 7.500e-04, eta: 1 day, 1:27:25, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8352, loss_cls: 1.5898, loss: 1.5898, grad_norm: 7.0363 2020-10-03 05:24:46,100 - mmaction - INFO - Epoch [69][2600/2825] lr: 7.500e-04, eta: 1 day, 1:27:04, time: 1.063, data_time: 0.013, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8284, loss_cls: 1.5965, loss: 1.5965, grad_norm: 6.8973 2020-10-03 05:25:06,320 - mmaction - INFO - Epoch [69][2620/2825] lr: 7.500e-04, eta: 1 day, 1:26:43, time: 1.012, data_time: 0.009, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8357, loss_cls: 1.5718, loss: 1.5718, grad_norm: 6.9468 2020-10-03 05:25:27,423 - mmaction - INFO - Epoch [69][2640/2825] lr: 7.500e-04, eta: 1 day, 1:26:22, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8328, loss_cls: 1.5757, loss: 1.5757, grad_norm: 6.7670 2020-10-03 05:25:47,893 - mmaction - INFO - Epoch [69][2660/2825] lr: 7.500e-04, eta: 1 day, 1:26:01, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8333, loss_cls: 1.6062, loss: 1.6062, grad_norm: 7.0557 2020-10-03 05:26:07,842 - mmaction - INFO - Epoch [69][2680/2825] lr: 7.500e-04, eta: 1 day, 1:25:40, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8286, loss_cls: 1.5960, loss: 1.5960, grad_norm: 6.9679 2020-10-03 05:26:29,648 - mmaction - INFO - Epoch [69][2700/2825] lr: 7.500e-04, eta: 1 day, 1:25:19, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8458, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.7853 2020-10-03 05:26:49,591 - mmaction - INFO - Epoch [69][2720/2825] lr: 7.500e-04, eta: 1 day, 1:24:58, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8315, loss_cls: 1.5718, loss: 1.5718, grad_norm: 6.9339 2020-10-03 05:27:10,348 - mmaction - INFO - Epoch [69][2740/2825] lr: 7.500e-04, eta: 1 day, 1:24:37, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8391, loss_cls: 1.5513, loss: 1.5513, grad_norm: 6.7108 2020-10-03 05:27:30,608 - mmaction - INFO - Epoch [69][2760/2825] lr: 7.500e-04, eta: 1 day, 1:24:16, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8378, loss_cls: 1.5540, loss: 1.5540, grad_norm: 6.8137 2020-10-03 05:27:51,166 - mmaction - INFO - Epoch [69][2780/2825] lr: 7.500e-04, eta: 1 day, 1:23:55, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8263, loss_cls: 1.5978, loss: 1.5978, grad_norm: 6.8446 2020-10-03 05:28:12,125 - mmaction - INFO - Epoch [69][2800/2825] lr: 7.500e-04, eta: 1 day, 1:23:34, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8443, loss_cls: 1.5160, loss: 1.5160, grad_norm: 6.6333 2020-10-03 05:28:32,849 - mmaction - INFO - Epoch [69][2820/2825] lr: 7.500e-04, eta: 1 day, 1:23:13, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8417, loss_cls: 1.4656, loss: 1.4656, grad_norm: 6.5262 2020-10-03 05:28:39,040 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-10-03 05:29:27,197 - mmaction - INFO - Epoch [70][20/2825] lr: 7.500e-04, eta: 1 day, 1:22:57, time: 2.352, data_time: 1.215, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8375, loss_cls: 1.5440, loss: 1.5440, grad_norm: 6.8045 2020-10-03 05:29:48,173 - mmaction - INFO - Epoch [70][40/2825] lr: 7.500e-04, eta: 1 day, 1:22:36, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8474, loss_cls: 1.4995, loss: 1.4995, grad_norm: 6.7150 2020-10-03 05:30:08,180 - mmaction - INFO - Epoch [70][60/2825] lr: 7.500e-04, eta: 1 day, 1:22:14, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8544, loss_cls: 1.4825, loss: 1.4825, grad_norm: 6.7085 2020-10-03 05:30:31,717 - mmaction - INFO - Epoch [70][80/2825] lr: 7.500e-04, eta: 1 day, 1:21:55, time: 1.176, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8323, loss_cls: 1.5751, loss: 1.5751, grad_norm: 6.7985 2020-10-03 05:30:52,586 - mmaction - INFO - Epoch [70][100/2825] lr: 7.500e-04, eta: 1 day, 1:21:34, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5885, loss: 1.5885, grad_norm: 6.7743 2020-10-03 05:31:12,364 - mmaction - INFO - Epoch [70][120/2825] lr: 7.500e-04, eta: 1 day, 1:21:13, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8331, loss_cls: 1.5811, loss: 1.5811, grad_norm: 6.8445 2020-10-03 05:31:33,700 - mmaction - INFO - Epoch [70][140/2825] lr: 7.500e-04, eta: 1 day, 1:20:52, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8370, loss_cls: 1.5430, loss: 1.5430, grad_norm: 6.7021 2020-10-03 05:31:54,188 - mmaction - INFO - Epoch [70][160/2825] lr: 7.500e-04, eta: 1 day, 1:20:31, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.6709 2020-10-03 05:32:13,826 - mmaction - INFO - Epoch [70][180/2825] lr: 7.500e-04, eta: 1 day, 1:20:09, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8349, loss_cls: 1.5683, loss: 1.5683, grad_norm: 6.7155 2020-10-03 05:32:34,886 - mmaction - INFO - Epoch [70][200/2825] lr: 7.500e-04, eta: 1 day, 1:19:49, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8307, loss_cls: 1.5305, loss: 1.5305, grad_norm: 6.7284 2020-10-03 05:32:56,085 - mmaction - INFO - Epoch [70][220/2825] lr: 7.500e-04, eta: 1 day, 1:19:28, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5770, loss: 1.5770, grad_norm: 6.7837 2020-10-03 05:33:15,559 - mmaction - INFO - Epoch [70][240/2825] lr: 7.500e-04, eta: 1 day, 1:19:06, time: 0.975, data_time: 0.003, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8365, loss_cls: 1.5481, loss: 1.5481, grad_norm: 6.7700 2020-10-03 05:33:36,308 - mmaction - INFO - Epoch [70][260/2825] lr: 7.500e-04, eta: 1 day, 1:18:45, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8490, loss_cls: 1.5216, loss: 1.5216, grad_norm: 6.8910 2020-10-03 05:33:57,368 - mmaction - INFO - Epoch [70][280/2825] lr: 7.500e-04, eta: 1 day, 1:18:25, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8385, loss_cls: 1.5598, loss: 1.5598, grad_norm: 6.9103 2020-10-03 05:34:17,658 - mmaction - INFO - Epoch [70][300/2825] lr: 7.500e-04, eta: 1 day, 1:18:04, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8344, loss_cls: 1.5488, loss: 1.5488, grad_norm: 6.8397 2020-10-03 05:34:38,542 - mmaction - INFO - Epoch [70][320/2825] lr: 7.500e-04, eta: 1 day, 1:17:43, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8422, loss_cls: 1.5238, loss: 1.5238, grad_norm: 6.7961 2020-10-03 05:34:58,716 - mmaction - INFO - Epoch [70][340/2825] lr: 7.500e-04, eta: 1 day, 1:17:21, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8336, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.8767 2020-10-03 05:35:18,998 - mmaction - INFO - Epoch [70][360/2825] lr: 7.500e-04, eta: 1 day, 1:17:00, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8307, loss_cls: 1.5807, loss: 1.5807, grad_norm: 6.7405 2020-10-03 05:35:40,542 - mmaction - INFO - Epoch [70][380/2825] lr: 7.500e-04, eta: 1 day, 1:16:40, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8378, loss_cls: 1.5323, loss: 1.5323, grad_norm: 6.7969 2020-10-03 05:36:00,235 - mmaction - INFO - Epoch [70][400/2825] lr: 7.500e-04, eta: 1 day, 1:16:18, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8424, loss_cls: 1.4818, loss: 1.4818, grad_norm: 6.5912 2020-10-03 05:36:21,027 - mmaction - INFO - Epoch [70][420/2825] lr: 7.500e-04, eta: 1 day, 1:15:57, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8354, loss_cls: 1.5634, loss: 1.5634, grad_norm: 6.8516 2020-10-03 05:36:42,394 - mmaction - INFO - Epoch [70][440/2825] lr: 7.500e-04, eta: 1 day, 1:15:37, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8310, loss_cls: 1.5560, loss: 1.5560, grad_norm: 6.8412 2020-10-03 05:37:04,123 - mmaction - INFO - Epoch [70][460/2825] lr: 7.500e-04, eta: 1 day, 1:15:16, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8339, loss_cls: 1.5930, loss: 1.5930, grad_norm: 7.0553 2020-10-03 05:37:23,525 - mmaction - INFO - Epoch [70][480/2825] lr: 7.500e-04, eta: 1 day, 1:14:55, time: 0.969, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8326, loss_cls: 1.5662, loss: 1.5662, grad_norm: 6.7539 2020-10-03 05:37:44,556 - mmaction - INFO - Epoch [70][500/2825] lr: 7.500e-04, eta: 1 day, 1:14:34, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.8457 2020-10-03 05:38:04,804 - mmaction - INFO - Epoch [70][520/2825] lr: 7.500e-04, eta: 1 day, 1:14:13, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8508, loss_cls: 1.5081, loss: 1.5081, grad_norm: 6.6557 2020-10-03 05:38:25,968 - mmaction - INFO - Epoch [70][540/2825] lr: 7.500e-04, eta: 1 day, 1:13:52, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8404, loss_cls: 1.5090, loss: 1.5090, grad_norm: 6.7412 2020-10-03 05:38:46,612 - mmaction - INFO - Epoch [70][560/2825] lr: 7.500e-04, eta: 1 day, 1:13:31, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8362, loss_cls: 1.5651, loss: 1.5651, grad_norm: 6.9759 2020-10-03 05:39:07,182 - mmaction - INFO - Epoch [70][580/2825] lr: 7.500e-04, eta: 1 day, 1:13:10, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8487, loss_cls: 1.4950, loss: 1.4950, grad_norm: 6.7106 2020-10-03 05:39:27,675 - mmaction - INFO - Epoch [70][600/2825] lr: 7.500e-04, eta: 1 day, 1:12:49, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8456, loss_cls: 1.5076, loss: 1.5076, grad_norm: 6.7683 2020-10-03 05:39:49,352 - mmaction - INFO - Epoch [70][620/2825] lr: 7.500e-04, eta: 1 day, 1:12:29, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8349, loss_cls: 1.5445, loss: 1.5445, grad_norm: 6.7254 2020-10-03 05:40:10,363 - mmaction - INFO - Epoch [70][640/2825] lr: 7.500e-04, eta: 1 day, 1:12:08, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8409, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.8627 2020-10-03 05:40:29,857 - mmaction - INFO - Epoch [70][660/2825] lr: 7.500e-04, eta: 1 day, 1:11:46, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8385, loss_cls: 1.5169, loss: 1.5169, grad_norm: 6.6931 2020-10-03 05:40:52,042 - mmaction - INFO - Epoch [70][680/2825] lr: 7.500e-04, eta: 1 day, 1:11:26, time: 1.111, data_time: 0.004, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8404, loss_cls: 1.5499, loss: 1.5499, grad_norm: 6.8834 2020-10-03 05:41:12,607 - mmaction - INFO - Epoch [70][700/2825] lr: 7.500e-04, eta: 1 day, 1:11:05, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8487, loss_cls: 1.5043, loss: 1.5043, grad_norm: 6.7700 2020-10-03 05:41:32,861 - mmaction - INFO - Epoch [70][720/2825] lr: 7.500e-04, eta: 1 day, 1:10:44, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8414, loss_cls: 1.4919, loss: 1.4919, grad_norm: 6.7945 2020-10-03 05:41:53,474 - mmaction - INFO - Epoch [70][740/2825] lr: 7.500e-04, eta: 1 day, 1:10:23, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8339, loss_cls: 1.5740, loss: 1.5740, grad_norm: 6.8126 2020-10-03 05:42:14,539 - mmaction - INFO - Epoch [70][760/2825] lr: 7.500e-04, eta: 1 day, 1:10:02, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8354, loss_cls: 1.5708, loss: 1.5708, grad_norm: 6.9339 2020-10-03 05:42:35,429 - mmaction - INFO - Epoch [70][780/2825] lr: 7.500e-04, eta: 1 day, 1:09:41, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8401, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.7100 2020-10-03 05:42:55,765 - mmaction - INFO - Epoch [70][800/2825] lr: 7.500e-04, eta: 1 day, 1:09:20, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8378, loss_cls: 1.5323, loss: 1.5323, grad_norm: 6.7237 2020-10-03 05:43:16,158 - mmaction - INFO - Epoch [70][820/2825] lr: 7.500e-04, eta: 1 day, 1:08:59, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8510, loss_cls: 1.5069, loss: 1.5069, grad_norm: 6.8480 2020-10-03 05:43:37,275 - mmaction - INFO - Epoch [70][840/2825] lr: 7.500e-04, eta: 1 day, 1:08:38, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8435, loss_cls: 1.4664, loss: 1.4664, grad_norm: 6.4214 2020-10-03 05:43:56,737 - mmaction - INFO - Epoch [70][860/2825] lr: 7.500e-04, eta: 1 day, 1:08:17, time: 0.972, data_time: 0.031, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8385, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.8091 2020-10-03 05:44:18,126 - mmaction - INFO - Epoch [70][880/2825] lr: 7.500e-04, eta: 1 day, 1:07:56, time: 1.071, data_time: 0.003, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8284, loss_cls: 1.5665, loss: 1.5665, grad_norm: 6.7808 2020-10-03 05:44:39,263 - mmaction - INFO - Epoch [70][900/2825] lr: 7.500e-04, eta: 1 day, 1:07:35, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8406, loss_cls: 1.5005, loss: 1.5005, grad_norm: 6.7174 2020-10-03 05:44:58,494 - mmaction - INFO - Epoch [70][920/2825] lr: 7.500e-04, eta: 1 day, 1:07:14, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8409, loss_cls: 1.5291, loss: 1.5291, grad_norm: 6.7821 2020-10-03 05:45:20,393 - mmaction - INFO - Epoch [70][940/2825] lr: 7.500e-04, eta: 1 day, 1:06:53, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8372, loss_cls: 1.5362, loss: 1.5362, grad_norm: 6.9055 2020-10-03 05:45:41,586 - mmaction - INFO - Epoch [70][960/2825] lr: 7.500e-04, eta: 1 day, 1:06:33, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8383, loss_cls: 1.5683, loss: 1.5683, grad_norm: 6.8549 2020-10-03 05:46:01,566 - mmaction - INFO - Epoch [70][980/2825] lr: 7.500e-04, eta: 1 day, 1:06:11, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8409, loss_cls: 1.5232, loss: 1.5232, grad_norm: 6.6975 2020-10-03 05:46:22,228 - mmaction - INFO - Epoch [70][1000/2825] lr: 7.500e-04, eta: 1 day, 1:05:50, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8352, loss_cls: 1.5422, loss: 1.5422, grad_norm: 6.7735 2020-10-03 05:46:43,201 - mmaction - INFO - Epoch [70][1020/2825] lr: 7.500e-04, eta: 1 day, 1:05:29, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8417, loss_cls: 1.5334, loss: 1.5334, grad_norm: 6.9095 2020-10-03 05:47:04,042 - mmaction - INFO - Epoch [70][1040/2825] lr: 7.500e-04, eta: 1 day, 1:05:09, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8411, loss_cls: 1.5638, loss: 1.5638, grad_norm: 6.9489 2020-10-03 05:47:24,550 - mmaction - INFO - Epoch [70][1060/2825] lr: 7.500e-04, eta: 1 day, 1:04:48, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.8110 2020-10-03 05:47:45,419 - mmaction - INFO - Epoch [70][1080/2825] lr: 7.500e-04, eta: 1 day, 1:04:27, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8380, loss_cls: 1.5465, loss: 1.5465, grad_norm: 6.9180 2020-10-03 05:48:05,217 - mmaction - INFO - Epoch [70][1100/2825] lr: 7.500e-04, eta: 1 day, 1:04:05, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8393, loss_cls: 1.5522, loss: 1.5522, grad_norm: 6.8089 2020-10-03 05:48:27,084 - mmaction - INFO - Epoch [70][1120/2825] lr: 7.500e-04, eta: 1 day, 1:03:45, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8398, loss_cls: 1.5250, loss: 1.5250, grad_norm: 6.7923 2020-10-03 05:48:47,190 - mmaction - INFO - Epoch [70][1140/2825] lr: 7.500e-04, eta: 1 day, 1:03:24, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8336, loss_cls: 1.5684, loss: 1.5684, grad_norm: 6.9103 2020-10-03 05:49:08,087 - mmaction - INFO - Epoch [70][1160/2825] lr: 7.500e-04, eta: 1 day, 1:03:03, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8260, loss_cls: 1.5977, loss: 1.5977, grad_norm: 6.8206 2020-10-03 05:49:29,852 - mmaction - INFO - Epoch [70][1180/2825] lr: 7.500e-04, eta: 1 day, 1:02:42, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8339, loss_cls: 1.5446, loss: 1.5446, grad_norm: 6.7642 2020-10-03 05:49:50,050 - mmaction - INFO - Epoch [70][1200/2825] lr: 7.500e-04, eta: 1 day, 1:02:21, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8409, loss_cls: 1.5145, loss: 1.5145, grad_norm: 6.8201 2020-10-03 05:50:10,389 - mmaction - INFO - Epoch [70][1220/2825] lr: 7.500e-04, eta: 1 day, 1:02:00, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8339, loss_cls: 1.5776, loss: 1.5776, grad_norm: 7.0054 2020-10-03 05:50:31,407 - mmaction - INFO - Epoch [70][1240/2825] lr: 7.500e-04, eta: 1 day, 1:01:39, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5708, loss: 1.5708, grad_norm: 6.8933 2020-10-03 05:50:52,499 - mmaction - INFO - Epoch [70][1260/2825] lr: 7.500e-04, eta: 1 day, 1:01:18, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8313, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.8713 2020-10-03 05:51:11,896 - mmaction - INFO - Epoch [70][1280/2825] lr: 7.500e-04, eta: 1 day, 1:00:57, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8242, loss_cls: 1.5931, loss: 1.5931, grad_norm: 6.8531 2020-10-03 05:51:32,930 - mmaction - INFO - Epoch [70][1300/2825] lr: 7.500e-04, eta: 1 day, 1:00:36, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8336, loss_cls: 1.5649, loss: 1.5649, grad_norm: 6.8722 2020-10-03 05:51:52,378 - mmaction - INFO - Epoch [70][1320/2825] lr: 7.500e-04, eta: 1 day, 1:00:15, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.5221, loss: 1.5221, grad_norm: 6.6302 2020-10-03 05:52:14,367 - mmaction - INFO - Epoch [70][1340/2825] lr: 7.500e-04, eta: 1 day, 0:59:54, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8396, loss_cls: 1.5373, loss: 1.5373, grad_norm: 6.8701 2020-10-03 05:52:35,796 - mmaction - INFO - Epoch [70][1360/2825] lr: 7.500e-04, eta: 1 day, 0:59:34, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8474, loss_cls: 1.5291, loss: 1.5291, grad_norm: 6.8954 2020-10-03 05:52:55,666 - mmaction - INFO - Epoch [70][1380/2825] lr: 7.500e-04, eta: 1 day, 0:59:12, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8430, loss_cls: 1.4819, loss: 1.4819, grad_norm: 6.6810 2020-10-03 05:53:15,672 - mmaction - INFO - Epoch [70][1400/2825] lr: 7.500e-04, eta: 1 day, 0:58:51, time: 1.001, data_time: 0.009, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8273, loss_cls: 1.5471, loss: 1.5471, grad_norm: 6.7278 2020-10-03 05:53:36,088 - mmaction - INFO - Epoch [70][1420/2825] lr: 7.500e-04, eta: 1 day, 0:58:30, time: 1.020, data_time: 0.092, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8445, loss_cls: 1.5090, loss: 1.5090, grad_norm: 6.8159 2020-10-03 05:53:56,782 - mmaction - INFO - Epoch [70][1440/2825] lr: 7.500e-04, eta: 1 day, 0:58:09, time: 1.034, data_time: 0.197, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8318, loss_cls: 1.5483, loss: 1.5483, grad_norm: 6.8419 2020-10-03 05:54:17,972 - mmaction - INFO - Epoch [70][1460/2825] lr: 7.500e-04, eta: 1 day, 0:57:48, time: 1.061, data_time: 0.391, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8310, loss_cls: 1.5811, loss: 1.5811, grad_norm: 6.9672 2020-10-03 05:54:39,345 - mmaction - INFO - Epoch [70][1480/2825] lr: 7.500e-04, eta: 1 day, 0:57:28, time: 1.067, data_time: 0.117, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8466, loss_cls: 1.5112, loss: 1.5112, grad_norm: 6.8700 2020-10-03 05:54:59,268 - mmaction - INFO - Epoch [70][1500/2825] lr: 7.500e-04, eta: 1 day, 0:57:06, time: 0.996, data_time: 0.017, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8484, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.6283 2020-10-03 05:55:19,387 - mmaction - INFO - Epoch [70][1520/2825] lr: 7.500e-04, eta: 1 day, 0:56:45, time: 1.007, data_time: 0.103, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8406, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.8131 2020-10-03 05:55:40,653 - mmaction - INFO - Epoch [70][1540/2825] lr: 7.500e-04, eta: 1 day, 0:56:25, time: 1.064, data_time: 0.006, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8312, loss_cls: 1.5914, loss: 1.5914, grad_norm: 6.9760 2020-10-03 05:56:01,058 - mmaction - INFO - Epoch [70][1560/2825] lr: 7.500e-04, eta: 1 day, 0:56:03, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8359, loss_cls: 1.5541, loss: 1.5541, grad_norm: 6.9012 2020-10-03 05:56:22,279 - mmaction - INFO - Epoch [70][1580/2825] lr: 7.500e-04, eta: 1 day, 0:55:43, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8443, loss_cls: 1.5356, loss: 1.5356, grad_norm: 6.8170 2020-10-03 05:56:42,818 - mmaction - INFO - Epoch [70][1600/2825] lr: 7.500e-04, eta: 1 day, 0:55:22, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8294, loss_cls: 1.5800, loss: 1.5800, grad_norm: 6.7937 2020-10-03 05:57:02,786 - mmaction - INFO - Epoch [70][1620/2825] lr: 7.500e-04, eta: 1 day, 0:55:00, time: 0.998, data_time: 0.020, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.5250, loss: 1.5250, grad_norm: 6.9090 2020-10-03 05:57:23,880 - mmaction - INFO - Epoch [70][1640/2825] lr: 7.500e-04, eta: 1 day, 0:54:40, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8430, loss_cls: 1.5097, loss: 1.5097, grad_norm: 6.6963 2020-10-03 05:57:45,932 - mmaction - INFO - Epoch [70][1660/2825] lr: 7.500e-04, eta: 1 day, 0:54:19, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8435, loss_cls: 1.5398, loss: 1.5398, grad_norm: 6.7411 2020-10-03 05:58:06,379 - mmaction - INFO - Epoch [70][1680/2825] lr: 7.500e-04, eta: 1 day, 0:53:58, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8448, loss_cls: 1.5073, loss: 1.5073, grad_norm: 6.7452 2020-10-03 05:58:27,159 - mmaction - INFO - Epoch [70][1700/2825] lr: 7.500e-04, eta: 1 day, 0:53:37, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8362, loss_cls: 1.5644, loss: 1.5644, grad_norm: 6.9433 2020-10-03 05:58:47,531 - mmaction - INFO - Epoch [70][1720/2825] lr: 7.500e-04, eta: 1 day, 0:53:16, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8333, loss_cls: 1.5282, loss: 1.5282, grad_norm: 6.8653 2020-10-03 05:59:08,695 - mmaction - INFO - Epoch [70][1740/2825] lr: 7.500e-04, eta: 1 day, 0:52:55, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8380, loss_cls: 1.5314, loss: 1.5314, grad_norm: 6.8217 2020-10-03 05:59:29,587 - mmaction - INFO - Epoch [70][1760/2825] lr: 7.500e-04, eta: 1 day, 0:52:35, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8299, loss_cls: 1.5961, loss: 1.5961, grad_norm: 6.9807 2020-10-03 05:59:49,486 - mmaction - INFO - Epoch [70][1780/2825] lr: 7.500e-04, eta: 1 day, 0:52:13, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8323, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.7697 2020-10-03 06:00:11,575 - mmaction - INFO - Epoch [70][1800/2825] lr: 7.500e-04, eta: 1 day, 0:51:53, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5538, loss: 1.5538, grad_norm: 6.8907 2020-10-03 06:00:32,838 - mmaction - INFO - Epoch [70][1820/2825] lr: 7.500e-04, eta: 1 day, 0:51:32, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8253, loss_cls: 1.5839, loss: 1.5839, grad_norm: 6.9848 2020-10-03 06:00:53,711 - mmaction - INFO - Epoch [70][1840/2825] lr: 7.500e-04, eta: 1 day, 0:51:11, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8310, loss_cls: 1.5868, loss: 1.5868, grad_norm: 6.8808 2020-10-03 06:01:14,192 - mmaction - INFO - Epoch [70][1860/2825] lr: 7.500e-04, eta: 1 day, 0:50:50, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8479, loss_cls: 1.4909, loss: 1.4909, grad_norm: 6.6892 2020-10-03 06:01:35,115 - mmaction - INFO - Epoch [70][1880/2825] lr: 7.500e-04, eta: 1 day, 0:50:30, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8333, loss_cls: 1.5656, loss: 1.5656, grad_norm: 6.8210 2020-10-03 06:01:54,595 - mmaction - INFO - Epoch [70][1900/2825] lr: 7.500e-04, eta: 1 day, 0:50:08, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8451, loss_cls: 1.5356, loss: 1.5356, grad_norm: 6.8414 2020-10-03 06:02:15,834 - mmaction - INFO - Epoch [70][1920/2825] lr: 7.500e-04, eta: 1 day, 0:49:47, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8370, loss_cls: 1.5356, loss: 1.5356, grad_norm: 6.7792 2020-10-03 06:02:37,497 - mmaction - INFO - Epoch [70][1940/2825] lr: 7.500e-04, eta: 1 day, 0:49:27, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8367, loss_cls: 1.5569, loss: 1.5569, grad_norm: 6.8305 2020-10-03 06:02:57,741 - mmaction - INFO - Epoch [70][1960/2825] lr: 7.500e-04, eta: 1 day, 0:49:06, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5599, loss: 1.5599, grad_norm: 6.9116 2020-10-03 06:03:18,868 - mmaction - INFO - Epoch [70][1980/2825] lr: 7.500e-04, eta: 1 day, 0:48:45, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.9657 2020-10-03 06:03:39,255 - mmaction - INFO - Epoch [70][2000/2825] lr: 7.500e-04, eta: 1 day, 0:48:24, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8359, loss_cls: 1.5823, loss: 1.5823, grad_norm: 6.8578 2020-10-03 06:03:59,743 - mmaction - INFO - Epoch [70][2020/2825] lr: 7.500e-04, eta: 1 day, 0:48:03, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8273, loss_cls: 1.5908, loss: 1.5908, grad_norm: 6.9217 2020-10-03 06:04:21,019 - mmaction - INFO - Epoch [70][2040/2825] lr: 7.500e-04, eta: 1 day, 0:47:42, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8424, loss_cls: 1.5317, loss: 1.5317, grad_norm: 6.8721 2020-10-03 06:04:42,287 - mmaction - INFO - Epoch [70][2060/2825] lr: 7.500e-04, eta: 1 day, 0:47:21, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8432, loss_cls: 1.5055, loss: 1.5055, grad_norm: 6.7757 2020-10-03 06:05:01,770 - mmaction - INFO - Epoch [70][2080/2825] lr: 7.500e-04, eta: 1 day, 0:47:00, time: 0.974, data_time: 0.003, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8313, loss_cls: 1.5741, loss: 1.5741, grad_norm: 6.9081 2020-10-03 06:05:23,363 - mmaction - INFO - Epoch [70][2100/2825] lr: 7.500e-04, eta: 1 day, 0:46:39, time: 1.080, data_time: 0.003, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8365, loss_cls: 1.5590, loss: 1.5590, grad_norm: 6.8482 2020-10-03 06:05:42,825 - mmaction - INFO - Epoch [70][2120/2825] lr: 7.500e-04, eta: 1 day, 0:46:18, time: 0.973, data_time: 0.213, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8466, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.7837 2020-10-03 06:06:03,230 - mmaction - INFO - Epoch [70][2140/2825] lr: 7.500e-04, eta: 1 day, 0:45:57, time: 1.020, data_time: 0.159, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8328, loss_cls: 1.5392, loss: 1.5392, grad_norm: 6.7892 2020-10-03 06:06:24,412 - mmaction - INFO - Epoch [70][2160/2825] lr: 7.500e-04, eta: 1 day, 0:45:36, time: 1.060, data_time: 0.055, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8471, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.7963 2020-10-03 06:06:44,429 - mmaction - INFO - Epoch [70][2180/2825] lr: 7.500e-04, eta: 1 day, 0:45:15, time: 1.002, data_time: 0.010, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8310, loss_cls: 1.5502, loss: 1.5502, grad_norm: 6.9071 2020-10-03 06:07:05,833 - mmaction - INFO - Epoch [70][2200/2825] lr: 7.500e-04, eta: 1 day, 0:44:54, time: 1.069, data_time: 0.148, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.5010, loss: 1.5010, grad_norm: 6.7360 2020-10-03 06:07:26,796 - mmaction - INFO - Epoch [70][2220/2825] lr: 7.500e-04, eta: 1 day, 0:44:33, time: 1.049, data_time: 0.434, memory: 8353, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5972, loss: 1.5972, grad_norm: 7.0152 2020-10-03 06:07:46,049 - mmaction - INFO - Epoch [70][2240/2825] lr: 7.500e-04, eta: 1 day, 0:44:12, time: 0.961, data_time: 0.282, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8383, loss_cls: 1.5356, loss: 1.5356, grad_norm: 6.7896 2020-10-03 06:08:07,306 - mmaction - INFO - Epoch [70][2260/2825] lr: 7.500e-04, eta: 1 day, 0:43:51, time: 1.065, data_time: 0.137, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8409, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.7679 2020-10-03 06:08:28,178 - mmaction - INFO - Epoch [70][2280/2825] lr: 7.500e-04, eta: 1 day, 0:43:30, time: 1.043, data_time: 0.079, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8422, loss_cls: 1.5466, loss: 1.5466, grad_norm: 6.7834 2020-10-03 06:08:48,877 - mmaction - INFO - Epoch [70][2300/2825] lr: 7.500e-04, eta: 1 day, 0:43:09, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8305, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.8558 2020-10-03 06:09:09,790 - mmaction - INFO - Epoch [70][2320/2825] lr: 7.500e-04, eta: 1 day, 0:42:48, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8357, loss_cls: 1.5607, loss: 1.5607, grad_norm: 6.7182 2020-10-03 06:09:29,957 - mmaction - INFO - Epoch [70][2340/2825] lr: 7.500e-04, eta: 1 day, 0:42:27, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8378, loss_cls: 1.5366, loss: 1.5366, grad_norm: 6.9449 2020-10-03 06:09:50,915 - mmaction - INFO - Epoch [70][2360/2825] lr: 7.500e-04, eta: 1 day, 0:42:06, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8456, loss_cls: 1.5193, loss: 1.5193, grad_norm: 6.8206 2020-10-03 06:10:11,204 - mmaction - INFO - Epoch [70][2380/2825] lr: 7.500e-04, eta: 1 day, 0:41:45, time: 1.014, data_time: 0.003, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8333, loss_cls: 1.5733, loss: 1.5733, grad_norm: 6.7645 2020-10-03 06:10:32,640 - mmaction - INFO - Epoch [70][2400/2825] lr: 7.500e-04, eta: 1 day, 0:41:25, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8370, loss_cls: 1.5467, loss: 1.5467, grad_norm: 6.8183 2020-10-03 06:10:53,774 - mmaction - INFO - Epoch [70][2420/2825] lr: 7.500e-04, eta: 1 day, 0:41:04, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8422, loss_cls: 1.5542, loss: 1.5542, grad_norm: 6.9943 2020-10-03 06:11:14,611 - mmaction - INFO - Epoch [70][2440/2825] lr: 7.500e-04, eta: 1 day, 0:40:43, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8365, loss_cls: 1.5063, loss: 1.5063, grad_norm: 6.7376 2020-10-03 06:11:34,903 - mmaction - INFO - Epoch [70][2460/2825] lr: 7.500e-04, eta: 1 day, 0:40:22, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8346, loss_cls: 1.5720, loss: 1.5720, grad_norm: 6.9228 2020-10-03 06:11:55,001 - mmaction - INFO - Epoch [70][2480/2825] lr: 7.500e-04, eta: 1 day, 0:40:01, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8435, loss_cls: 1.5414, loss: 1.5414, grad_norm: 6.7933 2020-10-03 06:12:15,577 - mmaction - INFO - Epoch [70][2500/2825] lr: 7.500e-04, eta: 1 day, 0:39:40, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8339, loss_cls: 1.5371, loss: 1.5371, grad_norm: 6.8804 2020-10-03 06:12:36,508 - mmaction - INFO - Epoch [70][2520/2825] lr: 7.500e-04, eta: 1 day, 0:39:19, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.6317, loss: 1.6317, grad_norm: 7.1122 2020-10-03 06:12:57,402 - mmaction - INFO - Epoch [70][2540/2825] lr: 7.500e-04, eta: 1 day, 0:38:58, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8305, loss_cls: 1.6236, loss: 1.6236, grad_norm: 7.1169 2020-10-03 06:13:17,491 - mmaction - INFO - Epoch [70][2560/2825] lr: 7.500e-04, eta: 1 day, 0:38:37, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8365, loss_cls: 1.5541, loss: 1.5541, grad_norm: 6.7784 2020-10-03 06:13:37,750 - mmaction - INFO - Epoch [70][2580/2825] lr: 7.500e-04, eta: 1 day, 0:38:16, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8372, loss_cls: 1.5545, loss: 1.5545, grad_norm: 6.9604 2020-10-03 06:13:58,761 - mmaction - INFO - Epoch [70][2600/2825] lr: 7.500e-04, eta: 1 day, 0:37:55, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8367, loss_cls: 1.5514, loss: 1.5514, grad_norm: 6.8052 2020-10-03 06:14:18,646 - mmaction - INFO - Epoch [70][2620/2825] lr: 7.500e-04, eta: 1 day, 0:37:34, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8359, loss_cls: 1.5490, loss: 1.5490, grad_norm: 6.6787 2020-10-03 06:14:39,324 - mmaction - INFO - Epoch [70][2640/2825] lr: 7.500e-04, eta: 1 day, 0:37:13, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8362, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.8008 2020-10-03 06:15:00,750 - mmaction - INFO - Epoch [70][2660/2825] lr: 7.500e-04, eta: 1 day, 0:36:52, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8352, loss_cls: 1.5338, loss: 1.5338, grad_norm: 6.7643 2020-10-03 06:15:20,771 - mmaction - INFO - Epoch [70][2680/2825] lr: 7.500e-04, eta: 1 day, 0:36:31, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6182, top5_acc: 0.8391, loss_cls: 1.5800, loss: 1.5800, grad_norm: 7.0131 2020-10-03 06:15:40,678 - mmaction - INFO - Epoch [70][2700/2825] lr: 7.500e-04, eta: 1 day, 0:36:09, time: 0.996, data_time: 0.003, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8299, loss_cls: 1.5863, loss: 1.5863, grad_norm: 6.8228 2020-10-03 06:16:01,774 - mmaction - INFO - Epoch [70][2720/2825] lr: 7.500e-04, eta: 1 day, 0:35:49, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6180, top5_acc: 0.8232, loss_cls: 1.6515, loss: 1.6515, grad_norm: 7.0785 2020-10-03 06:16:22,437 - mmaction - INFO - Epoch [70][2740/2825] lr: 7.500e-04, eta: 1 day, 0:35:28, time: 1.032, data_time: 0.280, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8323, loss_cls: 1.5494, loss: 1.5494, grad_norm: 6.8761 2020-10-03 06:16:43,181 - mmaction - INFO - Epoch [70][2760/2825] lr: 7.500e-04, eta: 1 day, 0:35:07, time: 1.038, data_time: 0.399, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8305, loss_cls: 1.5902, loss: 1.5902, grad_norm: 6.8939 2020-10-03 06:17:04,255 - mmaction - INFO - Epoch [70][2780/2825] lr: 7.500e-04, eta: 1 day, 0:34:46, time: 1.054, data_time: 0.316, memory: 8353, top1_acc: 0.6211, top5_acc: 0.8310, loss_cls: 1.5962, loss: 1.5962, grad_norm: 6.9955 2020-10-03 06:17:24,637 - mmaction - INFO - Epoch [70][2800/2825] lr: 7.500e-04, eta: 1 day, 0:34:25, time: 1.019, data_time: 0.194, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8318, loss_cls: 1.5511, loss: 1.5511, grad_norm: 6.9076 2020-10-03 06:17:44,758 - mmaction - INFO - Epoch [70][2820/2825] lr: 7.500e-04, eta: 1 day, 0:34:04, time: 1.006, data_time: 0.317, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8349, loss_cls: 1.5286, loss: 1.5286, grad_norm: 6.8321 2020-10-03 06:17:51,406 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-10-03 06:21:21,304 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 06:21:23,611 - mmaction - INFO - top1_acc 0.5938 top5_acc 0.8166 2020-10-03 06:21:23,611 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 06:21:23,727 - mmaction - INFO - mean_acc 0.5937 2020-10-03 06:21:23,727 - mmaction - INFO - Now best checkpoint is epoch_70.pth 2020-10-03 06:21:23,790 - mmaction - INFO - Epoch(val) [70][2825] top1_acc: 0.5938, top5_acc: 0.8166, mean_class_accuracy: 0.5937 2020-10-03 06:22:05,365 - mmaction - INFO - Epoch [71][20/2825] lr: 7.500e-04, eta: 1 day, 0:33:44, time: 2.077, data_time: 0.974, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8393, loss_cls: 1.5371, loss: 1.5371, grad_norm: 6.8871 2020-10-03 06:22:26,775 - mmaction - INFO - Epoch [71][40/2825] lr: 7.500e-04, eta: 1 day, 0:33:24, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8417, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.9297 2020-10-03 06:22:47,326 - mmaction - INFO - Epoch [71][60/2825] lr: 7.500e-04, eta: 1 day, 0:33:03, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8404, loss_cls: 1.5208, loss: 1.5208, grad_norm: 6.8946 2020-10-03 06:23:08,308 - mmaction - INFO - Epoch [71][80/2825] lr: 7.500e-04, eta: 1 day, 0:32:42, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8359, loss_cls: 1.5809, loss: 1.5809, grad_norm: 6.8752 2020-10-03 06:23:29,248 - mmaction - INFO - Epoch [71][100/2825] lr: 7.500e-04, eta: 1 day, 0:32:21, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8451, loss_cls: 1.5022, loss: 1.5022, grad_norm: 6.7782 2020-10-03 06:23:49,641 - mmaction - INFO - Epoch [71][120/2825] lr: 7.500e-04, eta: 1 day, 0:32:00, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5682, loss: 1.5682, grad_norm: 7.0136 2020-10-03 06:24:11,460 - mmaction - INFO - Epoch [71][140/2825] lr: 7.500e-04, eta: 1 day, 0:31:39, time: 1.089, data_time: 0.001, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.5221, loss: 1.5221, grad_norm: 6.7494 2020-10-03 06:24:31,913 - mmaction - INFO - Epoch [71][160/2825] lr: 7.500e-04, eta: 1 day, 0:31:18, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8385, loss_cls: 1.5479, loss: 1.5479, grad_norm: 6.8794 2020-10-03 06:24:51,772 - mmaction - INFO - Epoch [71][180/2825] lr: 7.500e-04, eta: 1 day, 0:30:57, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8438, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.7856 2020-10-03 06:25:12,410 - mmaction - INFO - Epoch [71][200/2825] lr: 7.500e-04, eta: 1 day, 0:30:36, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8398, loss_cls: 1.5482, loss: 1.5482, grad_norm: 6.7992 2020-10-03 06:25:33,302 - mmaction - INFO - Epoch [71][220/2825] lr: 7.500e-04, eta: 1 day, 0:30:15, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8404, loss_cls: 1.5489, loss: 1.5489, grad_norm: 6.8920 2020-10-03 06:25:53,621 - mmaction - INFO - Epoch [71][240/2825] lr: 7.500e-04, eta: 1 day, 0:29:54, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8375, loss_cls: 1.5152, loss: 1.5152, grad_norm: 6.7721 2020-10-03 06:26:13,989 - mmaction - INFO - Epoch [71][260/2825] lr: 7.500e-04, eta: 1 day, 0:29:33, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8430, loss_cls: 1.5396, loss: 1.5396, grad_norm: 6.7383 2020-10-03 06:26:34,502 - mmaction - INFO - Epoch [71][280/2825] lr: 7.500e-04, eta: 1 day, 0:29:12, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8372, loss_cls: 1.5410, loss: 1.5410, grad_norm: 6.8135 2020-10-03 06:26:55,386 - mmaction - INFO - Epoch [71][300/2825] lr: 7.500e-04, eta: 1 day, 0:28:51, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8354, loss_cls: 1.5689, loss: 1.5689, grad_norm: 7.0491 2020-10-03 06:27:16,590 - mmaction - INFO - Epoch [71][320/2825] lr: 7.500e-04, eta: 1 day, 0:28:30, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8385, loss_cls: 1.5579, loss: 1.5579, grad_norm: 6.8541 2020-10-03 06:27:37,225 - mmaction - INFO - Epoch [71][340/2825] lr: 7.500e-04, eta: 1 day, 0:28:09, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8383, loss_cls: 1.5412, loss: 1.5412, grad_norm: 6.9092 2020-10-03 06:27:58,238 - mmaction - INFO - Epoch [71][360/2825] lr: 7.500e-04, eta: 1 day, 0:27:49, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8354, loss_cls: 1.5460, loss: 1.5460, grad_norm: 6.9050 2020-10-03 06:28:18,254 - mmaction - INFO - Epoch [71][380/2825] lr: 7.500e-04, eta: 1 day, 0:27:27, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8341, loss_cls: 1.5908, loss: 1.5908, grad_norm: 6.9803 2020-10-03 06:28:38,357 - mmaction - INFO - Epoch [71][400/2825] lr: 7.500e-04, eta: 1 day, 0:27:06, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8391, loss_cls: 1.5165, loss: 1.5165, grad_norm: 6.8937 2020-10-03 06:28:59,354 - mmaction - INFO - Epoch [71][420/2825] lr: 7.500e-04, eta: 1 day, 0:26:45, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8315, loss_cls: 1.5462, loss: 1.5462, grad_norm: 6.7233 2020-10-03 06:29:20,467 - mmaction - INFO - Epoch [71][440/2825] lr: 7.500e-04, eta: 1 day, 0:26:25, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8411, loss_cls: 1.5299, loss: 1.5299, grad_norm: 6.9499 2020-10-03 06:29:40,028 - mmaction - INFO - Epoch [71][460/2825] lr: 7.500e-04, eta: 1 day, 0:26:03, time: 0.978, data_time: 0.012, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8388, loss_cls: 1.5464, loss: 1.5464, grad_norm: 6.8733 2020-10-03 06:30:02,194 - mmaction - INFO - Epoch [71][480/2825] lr: 7.500e-04, eta: 1 day, 0:25:43, time: 1.108, data_time: 0.004, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8490, loss_cls: 1.4707, loss: 1.4707, grad_norm: 6.6942 2020-10-03 06:30:24,840 - mmaction - INFO - Epoch [71][500/2825] lr: 7.500e-04, eta: 1 day, 0:25:23, time: 1.133, data_time: 0.003, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8341, loss_cls: 1.5617, loss: 1.5617, grad_norm: 6.8130 2020-10-03 06:30:44,664 - mmaction - INFO - Epoch [71][520/2825] lr: 7.500e-04, eta: 1 day, 0:25:01, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8346, loss_cls: 1.5198, loss: 1.5198, grad_norm: 6.7945 2020-10-03 06:31:05,665 - mmaction - INFO - Epoch [71][540/2825] lr: 7.500e-04, eta: 1 day, 0:24:41, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8326, loss_cls: 1.5288, loss: 1.5288, grad_norm: 6.8774 2020-10-03 06:31:25,826 - mmaction - INFO - Epoch [71][560/2825] lr: 7.500e-04, eta: 1 day, 0:24:19, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8422, loss_cls: 1.5088, loss: 1.5088, grad_norm: 6.8783 2020-10-03 06:31:47,115 - mmaction - INFO - Epoch [71][580/2825] lr: 7.500e-04, eta: 1 day, 0:23:59, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8385, loss_cls: 1.5198, loss: 1.5198, grad_norm: 6.8304 2020-10-03 06:32:07,948 - mmaction - INFO - Epoch [71][600/2825] lr: 7.500e-04, eta: 1 day, 0:23:38, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8526, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.7686 2020-10-03 06:32:27,954 - mmaction - INFO - Epoch [71][620/2825] lr: 7.500e-04, eta: 1 day, 0:23:17, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8242, loss_cls: 1.5916, loss: 1.5916, grad_norm: 6.7827 2020-10-03 06:32:48,314 - mmaction - INFO - Epoch [71][640/2825] lr: 7.500e-04, eta: 1 day, 0:22:55, time: 1.019, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8341, loss_cls: 1.5563, loss: 1.5563, grad_norm: 6.8294 2020-10-03 06:33:08,974 - mmaction - INFO - Epoch [71][660/2825] lr: 7.500e-04, eta: 1 day, 0:22:34, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8404, loss_cls: 1.5363, loss: 1.5363, grad_norm: 6.7293 2020-10-03 06:33:29,848 - mmaction - INFO - Epoch [71][680/2825] lr: 7.500e-04, eta: 1 day, 0:22:14, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8328, loss_cls: 1.5828, loss: 1.5828, grad_norm: 6.9251 2020-10-03 06:33:51,706 - mmaction - INFO - Epoch [71][700/2825] lr: 7.500e-04, eta: 1 day, 0:21:53, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8286, loss_cls: 1.6088, loss: 1.6088, grad_norm: 7.0282 2020-10-03 06:34:11,589 - mmaction - INFO - Epoch [71][720/2825] lr: 7.500e-04, eta: 1 day, 0:21:32, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8424, loss_cls: 1.5393, loss: 1.5393, grad_norm: 6.7455 2020-10-03 06:34:33,519 - mmaction - INFO - Epoch [71][740/2825] lr: 7.500e-04, eta: 1 day, 0:21:11, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8396, loss_cls: 1.5585, loss: 1.5585, grad_norm: 7.0297 2020-10-03 06:34:53,990 - mmaction - INFO - Epoch [71][760/2825] lr: 7.500e-04, eta: 1 day, 0:20:50, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8383, loss_cls: 1.5579, loss: 1.5579, grad_norm: 6.8995 2020-10-03 06:35:13,687 - mmaction - INFO - Epoch [71][780/2825] lr: 7.500e-04, eta: 1 day, 0:20:29, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8422, loss_cls: 1.5276, loss: 1.5276, grad_norm: 6.8496 2020-10-03 06:35:33,843 - mmaction - INFO - Epoch [71][800/2825] lr: 7.500e-04, eta: 1 day, 0:20:08, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8367, loss_cls: 1.5146, loss: 1.5146, grad_norm: 6.8607 2020-10-03 06:35:54,910 - mmaction - INFO - Epoch [71][820/2825] lr: 7.500e-04, eta: 1 day, 0:19:47, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8357, loss_cls: 1.5519, loss: 1.5519, grad_norm: 6.9193 2020-10-03 06:36:15,748 - mmaction - INFO - Epoch [71][840/2825] lr: 7.500e-04, eta: 1 day, 0:19:26, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8318, loss_cls: 1.5445, loss: 1.5445, grad_norm: 6.9176 2020-10-03 06:36:36,709 - mmaction - INFO - Epoch [71][860/2825] lr: 7.500e-04, eta: 1 day, 0:19:05, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4759, loss: 1.4759, grad_norm: 6.7828 2020-10-03 06:36:56,724 - mmaction - INFO - Epoch [71][880/2825] lr: 7.500e-04, eta: 1 day, 0:18:44, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8484, loss_cls: 1.5145, loss: 1.5145, grad_norm: 6.8909 2020-10-03 06:37:17,894 - mmaction - INFO - Epoch [71][900/2825] lr: 7.500e-04, eta: 1 day, 0:18:23, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8326, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.8100 2020-10-03 06:37:38,555 - mmaction - INFO - Epoch [71][920/2825] lr: 7.500e-04, eta: 1 day, 0:18:02, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8404, loss_cls: 1.5306, loss: 1.5306, grad_norm: 6.7526 2020-10-03 06:37:58,839 - mmaction - INFO - Epoch [71][940/2825] lr: 7.500e-04, eta: 1 day, 0:17:41, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8328, loss_cls: 1.5644, loss: 1.5644, grad_norm: 6.8385 2020-10-03 06:38:20,225 - mmaction - INFO - Epoch [71][960/2825] lr: 7.500e-04, eta: 1 day, 0:17:21, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8383, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.7869 2020-10-03 06:38:41,532 - mmaction - INFO - Epoch [71][980/2825] lr: 7.500e-04, eta: 1 day, 0:17:00, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8417, loss_cls: 1.5000, loss: 1.5000, grad_norm: 6.7506 2020-10-03 06:39:01,960 - mmaction - INFO - Epoch [71][1000/2825] lr: 7.500e-04, eta: 1 day, 0:16:39, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8375, loss_cls: 1.5486, loss: 1.5486, grad_norm: 6.9398 2020-10-03 06:39:23,216 - mmaction - INFO - Epoch [71][1020/2825] lr: 7.500e-04, eta: 1 day, 0:16:18, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8333, loss_cls: 1.5441, loss: 1.5441, grad_norm: 6.8271 2020-10-03 06:39:42,679 - mmaction - INFO - Epoch [71][1040/2825] lr: 7.500e-04, eta: 1 day, 0:15:57, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8383, loss_cls: 1.5523, loss: 1.5523, grad_norm: 6.7190 2020-10-03 06:40:04,612 - mmaction - INFO - Epoch [71][1060/2825] lr: 7.500e-04, eta: 1 day, 0:15:36, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8438, loss_cls: 1.4820, loss: 1.4820, grad_norm: 6.6802 2020-10-03 06:40:25,049 - mmaction - INFO - Epoch [71][1080/2825] lr: 7.500e-04, eta: 1 day, 0:15:15, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8349, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.8435 2020-10-03 06:40:44,695 - mmaction - INFO - Epoch [71][1100/2825] lr: 7.500e-04, eta: 1 day, 0:14:54, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.5097, loss: 1.5097, grad_norm: 6.8596 2020-10-03 06:41:05,476 - mmaction - INFO - Epoch [71][1120/2825] lr: 7.500e-04, eta: 1 day, 0:14:33, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8307, loss_cls: 1.6060, loss: 1.6060, grad_norm: 7.0575 2020-10-03 06:41:26,491 - mmaction - INFO - Epoch [71][1140/2825] lr: 7.500e-04, eta: 1 day, 0:14:12, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.5148, loss: 1.5148, grad_norm: 6.8671 2020-10-03 06:41:47,415 - mmaction - INFO - Epoch [71][1160/2825] lr: 7.500e-04, eta: 1 day, 0:13:51, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8375, loss_cls: 1.4876, loss: 1.4876, grad_norm: 6.6955 2020-10-03 06:42:08,433 - mmaction - INFO - Epoch [71][1180/2825] lr: 7.500e-04, eta: 1 day, 0:13:30, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8310, loss_cls: 1.5791, loss: 1.5791, grad_norm: 6.9219 2020-10-03 06:42:27,790 - mmaction - INFO - Epoch [71][1200/2825] lr: 7.500e-04, eta: 1 day, 0:13:09, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8331, loss_cls: 1.5418, loss: 1.5418, grad_norm: 6.8958 2020-10-03 06:42:49,406 - mmaction - INFO - Epoch [71][1220/2825] lr: 7.500e-04, eta: 1 day, 0:12:48, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8375, loss_cls: 1.5491, loss: 1.5491, grad_norm: 6.7421 2020-10-03 06:43:10,425 - mmaction - INFO - Epoch [71][1240/2825] lr: 7.500e-04, eta: 1 day, 0:12:28, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8391, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.8527 2020-10-03 06:43:29,585 - mmaction - INFO - Epoch [71][1260/2825] lr: 7.500e-04, eta: 1 day, 0:12:06, time: 0.959, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8354, loss_cls: 1.5599, loss: 1.5599, grad_norm: 6.9425 2020-10-03 06:43:50,785 - mmaction - INFO - Epoch [71][1280/2825] lr: 7.500e-04, eta: 1 day, 0:11:45, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8411, loss_cls: 1.5502, loss: 1.5502, grad_norm: 6.9860 2020-10-03 06:44:12,351 - mmaction - INFO - Epoch [71][1300/2825] lr: 7.500e-04, eta: 1 day, 0:11:25, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8466, loss_cls: 1.4883, loss: 1.4883, grad_norm: 6.7371 2020-10-03 06:44:32,170 - mmaction - INFO - Epoch [71][1320/2825] lr: 7.500e-04, eta: 1 day, 0:11:03, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8352, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.9425 2020-10-03 06:44:52,999 - mmaction - INFO - Epoch [71][1340/2825] lr: 7.500e-04, eta: 1 day, 0:10:43, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8435, loss_cls: 1.5252, loss: 1.5252, grad_norm: 6.8221 2020-10-03 06:45:13,949 - mmaction - INFO - Epoch [71][1360/2825] lr: 7.500e-04, eta: 1 day, 0:10:22, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8370, loss_cls: 1.5460, loss: 1.5460, grad_norm: 6.9590 2020-10-03 06:45:35,092 - mmaction - INFO - Epoch [71][1380/2825] lr: 7.500e-04, eta: 1 day, 0:10:01, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8357, loss_cls: 1.5756, loss: 1.5756, grad_norm: 7.0731 2020-10-03 06:45:54,912 - mmaction - INFO - Epoch [71][1400/2825] lr: 7.500e-04, eta: 1 day, 0:09:40, time: 0.993, data_time: 0.003, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5532, loss: 1.5532, grad_norm: 6.8384 2020-10-03 06:46:15,459 - mmaction - INFO - Epoch [71][1420/2825] lr: 7.500e-04, eta: 1 day, 0:09:19, time: 1.027, data_time: 0.046, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8359, loss_cls: 1.5563, loss: 1.5563, grad_norm: 6.9898 2020-10-03 06:46:36,914 - mmaction - INFO - Epoch [71][1440/2825] lr: 7.500e-04, eta: 1 day, 0:08:58, time: 1.072, data_time: 0.139, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8396, loss_cls: 1.5141, loss: 1.5141, grad_norm: 6.8295 2020-10-03 06:46:58,466 - mmaction - INFO - Epoch [71][1460/2825] lr: 7.500e-04, eta: 1 day, 0:08:37, time: 1.079, data_time: 0.113, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8258, loss_cls: 1.6202, loss: 1.6202, grad_norm: 7.0808 2020-10-03 06:47:18,408 - mmaction - INFO - Epoch [71][1480/2825] lr: 7.500e-04, eta: 1 day, 0:08:16, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8346, loss_cls: 1.5732, loss: 1.5732, grad_norm: 6.8008 2020-10-03 06:47:40,567 - mmaction - INFO - Epoch [71][1500/2825] lr: 7.500e-04, eta: 1 day, 0:07:56, time: 1.108, data_time: 0.003, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8419, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.9022 2020-10-03 06:48:01,660 - mmaction - INFO - Epoch [71][1520/2825] lr: 7.500e-04, eta: 1 day, 0:07:35, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8372, loss_cls: 1.5560, loss: 1.5560, grad_norm: 6.7826 2020-10-03 06:48:20,134 - mmaction - INFO - Epoch [71][1540/2825] lr: 7.500e-04, eta: 1 day, 0:07:13, time: 0.922, data_time: 0.004, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8268, loss_cls: 1.5624, loss: 1.5624, grad_norm: 6.8172 2020-10-03 06:48:40,667 - mmaction - INFO - Epoch [71][1560/2825] lr: 7.500e-04, eta: 1 day, 0:06:52, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8302, loss_cls: 1.5818, loss: 1.5818, grad_norm: 6.8348 2020-10-03 06:49:02,514 - mmaction - INFO - Epoch [71][1580/2825] lr: 7.500e-04, eta: 1 day, 0:06:32, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8437, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.6935 2020-10-03 06:49:22,199 - mmaction - INFO - Epoch [71][1600/2825] lr: 7.500e-04, eta: 1 day, 0:06:10, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8307, loss_cls: 1.5851, loss: 1.5851, grad_norm: 6.9785 2020-10-03 06:49:43,285 - mmaction - INFO - Epoch [71][1620/2825] lr: 7.500e-04, eta: 1 day, 0:05:50, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8346, loss_cls: 1.5819, loss: 1.5819, grad_norm: 6.9004 2020-10-03 06:50:03,618 - mmaction - INFO - Epoch [71][1640/2825] lr: 7.500e-04, eta: 1 day, 0:05:28, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8333, loss_cls: 1.5684, loss: 1.5684, grad_norm: 6.9306 2020-10-03 06:50:24,093 - mmaction - INFO - Epoch [71][1660/2825] lr: 7.500e-04, eta: 1 day, 0:05:07, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8456, loss_cls: 1.4964, loss: 1.4964, grad_norm: 6.8607 2020-10-03 06:50:44,710 - mmaction - INFO - Epoch [71][1680/2825] lr: 7.500e-04, eta: 1 day, 0:04:46, time: 1.031, data_time: 0.111, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8339, loss_cls: 1.5475, loss: 1.5475, grad_norm: 6.8284 2020-10-03 06:51:04,984 - mmaction - INFO - Epoch [71][1700/2825] lr: 7.500e-04, eta: 1 day, 0:04:25, time: 1.014, data_time: 0.015, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8313, loss_cls: 1.5756, loss: 1.5756, grad_norm: 6.9162 2020-10-03 06:51:25,716 - mmaction - INFO - Epoch [71][1720/2825] lr: 7.500e-04, eta: 1 day, 0:04:04, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8430, loss_cls: 1.5140, loss: 1.5140, grad_norm: 6.8868 2020-10-03 06:51:47,573 - mmaction - INFO - Epoch [71][1740/2825] lr: 7.500e-04, eta: 1 day, 0:03:44, time: 1.091, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8398, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.8040 2020-10-03 06:52:07,933 - mmaction - INFO - Epoch [71][1760/2825] lr: 7.500e-04, eta: 1 day, 0:03:23, time: 1.019, data_time: 0.003, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8286, loss_cls: 1.5833, loss: 1.5833, grad_norm: 6.8615 2020-10-03 06:52:28,283 - mmaction - INFO - Epoch [71][1780/2825] lr: 7.500e-04, eta: 1 day, 0:03:02, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8372, loss_cls: 1.5533, loss: 1.5533, grad_norm: 6.9768 2020-10-03 06:52:49,167 - mmaction - INFO - Epoch [71][1800/2825] lr: 7.500e-04, eta: 1 day, 0:02:41, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8365, loss_cls: 1.5258, loss: 1.5258, grad_norm: 6.7767 2020-10-03 06:53:10,757 - mmaction - INFO - Epoch [71][1820/2825] lr: 7.500e-04, eta: 1 day, 0:02:20, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8456, loss_cls: 1.5320, loss: 1.5320, grad_norm: 6.9063 2020-10-03 06:53:30,220 - mmaction - INFO - Epoch [71][1840/2825] lr: 7.500e-04, eta: 1 day, 0:01:59, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8307, loss_cls: 1.5548, loss: 1.5548, grad_norm: 6.8902 2020-10-03 06:53:50,891 - mmaction - INFO - Epoch [71][1860/2825] lr: 7.500e-04, eta: 1 day, 0:01:38, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5235, loss: 1.5235, grad_norm: 6.8364 2020-10-03 06:54:11,688 - mmaction - INFO - Epoch [71][1880/2825] lr: 7.500e-04, eta: 1 day, 0:01:17, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8323, loss_cls: 1.5895, loss: 1.5895, grad_norm: 6.9323 2020-10-03 06:54:32,937 - mmaction - INFO - Epoch [71][1900/2825] lr: 7.500e-04, eta: 1 day, 0:00:56, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8378, loss_cls: 1.5473, loss: 1.5473, grad_norm: 6.9484 2020-10-03 06:54:51,609 - mmaction - INFO - Epoch [71][1920/2825] lr: 7.500e-04, eta: 1 day, 0:00:34, time: 0.934, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8396, loss_cls: 1.5180, loss: 1.5180, grad_norm: 6.8787 2020-10-03 06:55:12,743 - mmaction - INFO - Epoch [71][1940/2825] lr: 7.500e-04, eta: 1 day, 0:00:14, time: 1.056, data_time: 0.031, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8310, loss_cls: 1.5919, loss: 1.5919, grad_norm: 6.9296 2020-10-03 06:55:34,074 - mmaction - INFO - Epoch [71][1960/2825] lr: 7.500e-04, eta: 23:59:53, time: 1.067, data_time: 0.023, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8365, loss_cls: 1.5554, loss: 1.5554, grad_norm: 6.8897 2020-10-03 06:55:54,742 - mmaction - INFO - Epoch [71][1980/2825] lr: 7.500e-04, eta: 23:59:32, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5556, loss: 1.5556, grad_norm: 6.8670 2020-10-03 06:56:16,293 - mmaction - INFO - Epoch [71][2000/2825] lr: 7.500e-04, eta: 23:59:12, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5199, loss: 1.5199, grad_norm: 6.7669 2020-10-03 06:56:37,746 - mmaction - INFO - Epoch [71][2020/2825] lr: 7.500e-04, eta: 23:58:51, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8401, loss_cls: 1.5159, loss: 1.5159, grad_norm: 6.7736 2020-10-03 06:56:57,791 - mmaction - INFO - Epoch [71][2040/2825] lr: 7.500e-04, eta: 23:58:30, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8378, loss_cls: 1.5092, loss: 1.5092, grad_norm: 6.7910 2020-10-03 06:57:18,636 - mmaction - INFO - Epoch [71][2060/2825] lr: 7.500e-04, eta: 23:58:09, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8341, loss_cls: 1.5644, loss: 1.5644, grad_norm: 7.0587 2020-10-03 06:57:39,306 - mmaction - INFO - Epoch [71][2080/2825] lr: 7.500e-04, eta: 23:57:48, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8315, loss_cls: 1.5773, loss: 1.5773, grad_norm: 6.9367 2020-10-03 06:57:59,288 - mmaction - INFO - Epoch [71][2100/2825] lr: 7.500e-04, eta: 23:57:27, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8339, loss_cls: 1.5534, loss: 1.5534, grad_norm: 6.7899 2020-10-03 06:58:20,394 - mmaction - INFO - Epoch [71][2120/2825] lr: 7.500e-04, eta: 23:57:06, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8424, loss_cls: 1.5045, loss: 1.5045, grad_norm: 6.6598 2020-10-03 06:58:41,182 - mmaction - INFO - Epoch [71][2140/2825] lr: 7.500e-04, eta: 23:56:45, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8349, loss_cls: 1.5580, loss: 1.5580, grad_norm: 6.8882 2020-10-03 06:59:02,932 - mmaction - INFO - Epoch [71][2160/2825] lr: 7.500e-04, eta: 23:56:24, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8375, loss_cls: 1.5158, loss: 1.5158, grad_norm: 7.0371 2020-10-03 06:59:22,548 - mmaction - INFO - Epoch [71][2180/2825] lr: 7.500e-04, eta: 23:56:03, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8365, loss_cls: 1.5293, loss: 1.5293, grad_norm: 6.8138 2020-10-03 06:59:44,375 - mmaction - INFO - Epoch [71][2200/2825] lr: 7.500e-04, eta: 23:55:43, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8409, loss_cls: 1.5167, loss: 1.5167, grad_norm: 6.8549 2020-10-03 07:00:04,093 - mmaction - INFO - Epoch [71][2220/2825] lr: 7.500e-04, eta: 23:55:21, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8469, loss_cls: 1.5156, loss: 1.5156, grad_norm: 6.9315 2020-10-03 07:00:26,015 - mmaction - INFO - Epoch [71][2240/2825] lr: 7.500e-04, eta: 23:55:01, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8344, loss_cls: 1.5364, loss: 1.5364, grad_norm: 6.9139 2020-10-03 07:00:46,948 - mmaction - INFO - Epoch [71][2260/2825] lr: 7.500e-04, eta: 23:54:40, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8370, loss_cls: 1.5447, loss: 1.5447, grad_norm: 6.8886 2020-10-03 07:01:07,120 - mmaction - INFO - Epoch [71][2280/2825] lr: 7.500e-04, eta: 23:54:19, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8349, loss_cls: 1.5550, loss: 1.5550, grad_norm: 6.8606 2020-10-03 07:01:28,671 - mmaction - INFO - Epoch [71][2300/2825] lr: 7.500e-04, eta: 23:53:58, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8414, loss_cls: 1.5378, loss: 1.5378, grad_norm: 6.9527 2020-10-03 07:01:48,604 - mmaction - INFO - Epoch [71][2320/2825] lr: 7.500e-04, eta: 23:53:37, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8378, loss_cls: 1.5562, loss: 1.5562, grad_norm: 6.9118 2020-10-03 07:02:09,222 - mmaction - INFO - Epoch [71][2340/2825] lr: 7.500e-04, eta: 23:53:16, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8273, loss_cls: 1.6132, loss: 1.6132, grad_norm: 7.0275 2020-10-03 07:02:31,289 - mmaction - INFO - Epoch [71][2360/2825] lr: 7.500e-04, eta: 23:52:56, time: 1.104, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8341, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.8416 2020-10-03 07:02:50,593 - mmaction - INFO - Epoch [71][2380/2825] lr: 7.500e-04, eta: 23:52:34, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8440, loss_cls: 1.5228, loss: 1.5228, grad_norm: 6.9353 2020-10-03 07:03:10,843 - mmaction - INFO - Epoch [71][2400/2825] lr: 7.500e-04, eta: 23:52:13, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8359, loss_cls: 1.5578, loss: 1.5578, grad_norm: 6.9117 2020-10-03 07:03:32,078 - mmaction - INFO - Epoch [71][2420/2825] lr: 7.500e-04, eta: 23:51:52, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8445, loss_cls: 1.4952, loss: 1.4952, grad_norm: 6.7498 2020-10-03 07:03:52,128 - mmaction - INFO - Epoch [71][2440/2825] lr: 7.500e-04, eta: 23:51:31, time: 1.003, data_time: 0.003, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8388, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.9727 2020-10-03 07:04:13,338 - mmaction - INFO - Epoch [71][2460/2825] lr: 7.500e-04, eta: 23:51:10, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8255, loss_cls: 1.5692, loss: 1.5692, grad_norm: 6.9582 2020-10-03 07:04:34,054 - mmaction - INFO - Epoch [71][2480/2825] lr: 7.500e-04, eta: 23:50:49, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8383, loss_cls: 1.5431, loss: 1.5431, grad_norm: 6.7811 2020-10-03 07:04:55,482 - mmaction - INFO - Epoch [71][2500/2825] lr: 7.500e-04, eta: 23:50:29, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8435, loss_cls: 1.5155, loss: 1.5155, grad_norm: 6.9113 2020-10-03 07:05:15,704 - mmaction - INFO - Epoch [71][2520/2825] lr: 7.500e-04, eta: 23:50:08, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8292, loss_cls: 1.5675, loss: 1.5675, grad_norm: 6.9242 2020-10-03 07:05:36,925 - mmaction - INFO - Epoch [71][2540/2825] lr: 7.500e-04, eta: 23:49:47, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8417, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.8154 2020-10-03 07:05:57,244 - mmaction - INFO - Epoch [71][2560/2825] lr: 7.500e-04, eta: 23:49:26, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8380, loss_cls: 1.5576, loss: 1.5576, grad_norm: 6.9921 2020-10-03 07:06:18,857 - mmaction - INFO - Epoch [71][2580/2825] lr: 7.500e-04, eta: 23:49:05, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8216, loss_cls: 1.6085, loss: 1.6085, grad_norm: 6.8396 2020-10-03 07:06:38,477 - mmaction - INFO - Epoch [71][2600/2825] lr: 7.500e-04, eta: 23:48:44, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8406, loss_cls: 1.5249, loss: 1.5249, grad_norm: 6.8960 2020-10-03 07:06:59,382 - mmaction - INFO - Epoch [71][2620/2825] lr: 7.500e-04, eta: 23:48:23, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8333, loss_cls: 1.5413, loss: 1.5413, grad_norm: 6.8144 2020-10-03 07:07:20,765 - mmaction - INFO - Epoch [71][2640/2825] lr: 7.500e-04, eta: 23:48:02, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8284, loss_cls: 1.5901, loss: 1.5901, grad_norm: 6.9278 2020-10-03 07:07:40,456 - mmaction - INFO - Epoch [71][2660/2825] lr: 7.500e-04, eta: 23:47:41, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5596, loss: 1.5596, grad_norm: 6.8554 2020-10-03 07:08:02,058 - mmaction - INFO - Epoch [71][2680/2825] lr: 7.500e-04, eta: 23:47:20, time: 1.081, data_time: 0.003, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8208, loss_cls: 1.6048, loss: 1.6048, grad_norm: 7.0172 2020-10-03 07:08:23,701 - mmaction - INFO - Epoch [71][2700/2825] lr: 7.500e-04, eta: 23:47:00, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8409, loss_cls: 1.5207, loss: 1.5207, grad_norm: 6.8556 2020-10-03 07:08:43,127 - mmaction - INFO - Epoch [71][2720/2825] lr: 7.500e-04, eta: 23:46:38, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8443, loss_cls: 1.5158, loss: 1.5158, grad_norm: 6.8311 2020-10-03 07:09:03,915 - mmaction - INFO - Epoch [71][2740/2825] lr: 7.500e-04, eta: 23:46:17, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8388, loss_cls: 1.5361, loss: 1.5361, grad_norm: 6.8054 2020-10-03 07:09:24,364 - mmaction - INFO - Epoch [71][2760/2825] lr: 7.500e-04, eta: 23:45:56, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8401, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.8871 2020-10-03 07:09:45,101 - mmaction - INFO - Epoch [71][2780/2825] lr: 7.500e-04, eta: 23:45:35, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8354, loss_cls: 1.5579, loss: 1.5579, grad_norm: 6.8497 2020-10-03 07:10:06,298 - mmaction - INFO - Epoch [71][2800/2825] lr: 7.500e-04, eta: 23:45:15, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8391, loss_cls: 1.5268, loss: 1.5268, grad_norm: 6.7239 2020-10-03 07:10:27,229 - mmaction - INFO - Epoch [71][2820/2825] lr: 7.500e-04, eta: 23:44:54, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8456, loss_cls: 1.4871, loss: 1.4871, grad_norm: 6.8520 2020-10-03 07:10:33,466 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-10-03 07:11:21,576 - mmaction - INFO - Epoch [72][20/2825] lr: 7.500e-04, eta: 23:44:36, time: 2.369, data_time: 1.742, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8344, loss_cls: 1.5724, loss: 1.5724, grad_norm: 6.8812 2020-10-03 07:11:43,164 - mmaction - INFO - Epoch [72][40/2825] lr: 7.500e-04, eta: 23:44:16, time: 1.079, data_time: 0.219, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8427, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.8060 2020-10-03 07:12:03,949 - mmaction - INFO - Epoch [72][60/2825] lr: 7.500e-04, eta: 23:43:55, time: 1.039, data_time: 0.377, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8372, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.8399 2020-10-03 07:12:26,147 - mmaction - INFO - Epoch [72][80/2825] lr: 7.500e-04, eta: 23:43:35, time: 1.110, data_time: 0.495, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8385, loss_cls: 1.5103, loss: 1.5103, grad_norm: 6.7412 2020-10-03 07:12:46,977 - mmaction - INFO - Epoch [72][100/2825] lr: 7.500e-04, eta: 23:43:14, time: 1.042, data_time: 0.425, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5488, loss: 1.5488, grad_norm: 6.9926 2020-10-03 07:13:05,965 - mmaction - INFO - Epoch [72][120/2825] lr: 7.500e-04, eta: 23:42:52, time: 0.949, data_time: 0.338, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8391, loss_cls: 1.5036, loss: 1.5036, grad_norm: 6.8747 2020-10-03 07:13:27,476 - mmaction - INFO - Epoch [72][140/2825] lr: 7.500e-04, eta: 23:42:32, time: 1.076, data_time: 0.414, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8385, loss_cls: 1.5511, loss: 1.5511, grad_norm: 6.8349 2020-10-03 07:13:48,929 - mmaction - INFO - Epoch [72][160/2825] lr: 7.500e-04, eta: 23:42:11, time: 1.073, data_time: 0.440, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.9874 2020-10-03 07:14:08,721 - mmaction - INFO - Epoch [72][180/2825] lr: 7.500e-04, eta: 23:41:50, time: 0.990, data_time: 0.263, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8302, loss_cls: 1.5636, loss: 1.5636, grad_norm: 6.9039 2020-10-03 07:14:29,616 - mmaction - INFO - Epoch [72][200/2825] lr: 7.500e-04, eta: 23:41:29, time: 1.045, data_time: 0.076, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8443, loss_cls: 1.4870, loss: 1.4870, grad_norm: 6.7838 2020-10-03 07:14:50,660 - mmaction - INFO - Epoch [72][220/2825] lr: 7.500e-04, eta: 23:41:08, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8365, loss_cls: 1.5439, loss: 1.5439, grad_norm: 6.8195 2020-10-03 07:15:10,336 - mmaction - INFO - Epoch [72][240/2825] lr: 7.500e-04, eta: 23:40:47, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8346, loss_cls: 1.5354, loss: 1.5354, grad_norm: 6.8570 2020-10-03 07:15:32,286 - mmaction - INFO - Epoch [72][260/2825] lr: 7.500e-04, eta: 23:40:26, time: 1.098, data_time: 0.014, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8375, loss_cls: 1.5454, loss: 1.5454, grad_norm: 6.8363 2020-10-03 07:15:52,217 - mmaction - INFO - Epoch [72][280/2825] lr: 7.500e-04, eta: 23:40:05, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8302, loss_cls: 1.5685, loss: 1.5685, grad_norm: 6.8532 2020-10-03 07:16:14,318 - mmaction - INFO - Epoch [72][300/2825] lr: 7.500e-04, eta: 23:39:44, time: 1.107, data_time: 0.003, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5490, loss: 1.5490, grad_norm: 6.7875 2020-10-03 07:16:34,713 - mmaction - INFO - Epoch [72][320/2825] lr: 7.500e-04, eta: 23:39:23, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.5090, loss: 1.5090, grad_norm: 6.6653 2020-10-03 07:16:55,623 - mmaction - INFO - Epoch [72][340/2825] lr: 7.500e-04, eta: 23:39:03, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8323, loss_cls: 1.5280, loss: 1.5280, grad_norm: 6.7489 2020-10-03 07:17:15,662 - mmaction - INFO - Epoch [72][360/2825] lr: 7.500e-04, eta: 23:38:41, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8367, loss_cls: 1.5412, loss: 1.5412, grad_norm: 6.8027 2020-10-03 07:17:36,991 - mmaction - INFO - Epoch [72][380/2825] lr: 7.500e-04, eta: 23:38:21, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8331, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.7274 2020-10-03 07:17:59,248 - mmaction - INFO - Epoch [72][400/2825] lr: 7.500e-04, eta: 23:38:00, time: 1.112, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8453, loss_cls: 1.5412, loss: 1.5412, grad_norm: 6.8651 2020-10-03 07:18:19,660 - mmaction - INFO - Epoch [72][420/2825] lr: 7.500e-04, eta: 23:37:39, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8393, loss_cls: 1.5691, loss: 1.5691, grad_norm: 6.9533 2020-10-03 07:18:40,443 - mmaction - INFO - Epoch [72][440/2825] lr: 7.500e-04, eta: 23:37:18, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8396, loss_cls: 1.5317, loss: 1.5317, grad_norm: 6.7768 2020-10-03 07:19:02,083 - mmaction - INFO - Epoch [72][460/2825] lr: 7.500e-04, eta: 23:36:58, time: 1.082, data_time: 0.008, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8224, loss_cls: 1.5787, loss: 1.5787, grad_norm: 6.8965 2020-10-03 07:19:21,889 - mmaction - INFO - Epoch [72][480/2825] lr: 7.500e-04, eta: 23:36:37, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8354, loss_cls: 1.5507, loss: 1.5507, grad_norm: 6.8586 2020-10-03 07:19:43,585 - mmaction - INFO - Epoch [72][500/2825] lr: 7.500e-04, eta: 23:36:16, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8320, loss_cls: 1.5500, loss: 1.5500, grad_norm: 6.8955 2020-10-03 07:20:04,204 - mmaction - INFO - Epoch [72][520/2825] lr: 7.500e-04, eta: 23:35:55, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8365, loss_cls: 1.5558, loss: 1.5558, grad_norm: 7.0214 2020-10-03 07:20:25,088 - mmaction - INFO - Epoch [72][540/2825] lr: 7.500e-04, eta: 23:35:34, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8341, loss_cls: 1.5855, loss: 1.5855, grad_norm: 6.9304 2020-10-03 07:20:46,345 - mmaction - INFO - Epoch [72][560/2825] lr: 7.500e-04, eta: 23:35:13, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8346, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.7675 2020-10-03 07:21:06,107 - mmaction - INFO - Epoch [72][580/2825] lr: 7.500e-04, eta: 23:34:52, time: 0.988, data_time: 0.037, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8284, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.9046 2020-10-03 07:21:28,493 - mmaction - INFO - Epoch [72][600/2825] lr: 7.500e-04, eta: 23:34:32, time: 1.120, data_time: 0.032, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8440, loss_cls: 1.5668, loss: 1.5668, grad_norm: 7.0239 2020-10-03 07:21:49,115 - mmaction - INFO - Epoch [72][620/2825] lr: 7.500e-04, eta: 23:34:11, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5431, loss: 1.5431, grad_norm: 6.8493 2020-10-03 07:22:09,336 - mmaction - INFO - Epoch [72][640/2825] lr: 7.500e-04, eta: 23:33:50, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8279, loss_cls: 1.5998, loss: 1.5998, grad_norm: 6.8661 2020-10-03 07:22:31,190 - mmaction - INFO - Epoch [72][660/2825] lr: 7.500e-04, eta: 23:33:29, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8362, loss_cls: 1.5604, loss: 1.5604, grad_norm: 6.9119 2020-10-03 07:22:52,333 - mmaction - INFO - Epoch [72][680/2825] lr: 7.500e-04, eta: 23:33:08, time: 1.058, data_time: 0.004, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8401, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.6797 2020-10-03 07:23:11,176 - mmaction - INFO - Epoch [72][700/2825] lr: 7.500e-04, eta: 23:32:47, time: 0.942, data_time: 0.001, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8346, loss_cls: 1.5695, loss: 1.5695, grad_norm: 7.0433 2020-10-03 07:23:33,058 - mmaction - INFO - Epoch [72][720/2825] lr: 7.500e-04, eta: 23:32:26, time: 1.094, data_time: 0.007, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8385, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.8452 2020-10-03 07:23:52,845 - mmaction - INFO - Epoch [72][740/2825] lr: 7.500e-04, eta: 23:32:05, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8401, loss_cls: 1.5100, loss: 1.5100, grad_norm: 6.9285 2020-10-03 07:24:14,221 - mmaction - INFO - Epoch [72][760/2825] lr: 7.500e-04, eta: 23:31:44, time: 1.068, data_time: 0.024, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8508, loss_cls: 1.4628, loss: 1.4628, grad_norm: 6.7482 2020-10-03 07:24:34,216 - mmaction - INFO - Epoch [72][780/2825] lr: 7.500e-04, eta: 23:31:23, time: 0.999, data_time: 0.081, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8440, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.8976 2020-10-03 07:24:55,326 - mmaction - INFO - Epoch [72][800/2825] lr: 7.500e-04, eta: 23:31:02, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5641, loss: 1.5641, grad_norm: 7.0120 2020-10-03 07:25:16,416 - mmaction - INFO - Epoch [72][820/2825] lr: 7.500e-04, eta: 23:30:42, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8466, loss_cls: 1.4707, loss: 1.4707, grad_norm: 6.7236 2020-10-03 07:25:38,003 - mmaction - INFO - Epoch [72][840/2825] lr: 7.500e-04, eta: 23:30:21, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8313, loss_cls: 1.5670, loss: 1.5670, grad_norm: 6.9885 2020-10-03 07:25:59,129 - mmaction - INFO - Epoch [72][860/2825] lr: 7.500e-04, eta: 23:30:00, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8427, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.6944 2020-10-03 07:26:17,907 - mmaction - INFO - Epoch [72][880/2825] lr: 7.500e-04, eta: 23:29:38, time: 0.939, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8372, loss_cls: 1.5172, loss: 1.5172, grad_norm: 6.7743 2020-10-03 07:26:39,542 - mmaction - INFO - Epoch [72][900/2825] lr: 7.500e-04, eta: 23:29:18, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8417, loss_cls: 1.4894, loss: 1.4894, grad_norm: 6.7845 2020-10-03 07:27:00,618 - mmaction - INFO - Epoch [72][920/2825] lr: 7.500e-04, eta: 23:28:57, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8258, loss_cls: 1.5708, loss: 1.5708, grad_norm: 6.8927 2020-10-03 07:27:20,274 - mmaction - INFO - Epoch [72][940/2825] lr: 7.500e-04, eta: 23:28:36, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8393, loss_cls: 1.5106, loss: 1.5106, grad_norm: 6.6970 2020-10-03 07:27:41,356 - mmaction - INFO - Epoch [72][960/2825] lr: 7.500e-04, eta: 23:28:15, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8510, loss_cls: 1.4810, loss: 1.4810, grad_norm: 6.9383 2020-10-03 07:28:01,825 - mmaction - INFO - Epoch [72][980/2825] lr: 7.500e-04, eta: 23:27:54, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8409, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.9239 2020-10-03 07:28:23,434 - mmaction - INFO - Epoch [72][1000/2825] lr: 7.500e-04, eta: 23:27:33, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8437, loss_cls: 1.5161, loss: 1.5161, grad_norm: 6.8264 2020-10-03 07:28:43,442 - mmaction - INFO - Epoch [72][1020/2825] lr: 7.500e-04, eta: 23:27:12, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8341, loss_cls: 1.5530, loss: 1.5530, grad_norm: 7.0134 2020-10-03 07:29:04,825 - mmaction - INFO - Epoch [72][1040/2825] lr: 7.500e-04, eta: 23:26:51, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4881, loss: 1.4881, grad_norm: 6.8532 2020-10-03 07:29:24,858 - mmaction - INFO - Epoch [72][1060/2825] lr: 7.500e-04, eta: 23:26:30, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8414, loss_cls: 1.5485, loss: 1.5485, grad_norm: 6.9548 2020-10-03 07:29:45,263 - mmaction - INFO - Epoch [72][1080/2825] lr: 7.500e-04, eta: 23:26:09, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8263, loss_cls: 1.5847, loss: 1.5847, grad_norm: 6.9615 2020-10-03 07:30:06,444 - mmaction - INFO - Epoch [72][1100/2825] lr: 7.500e-04, eta: 23:25:48, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8344, loss_cls: 1.5253, loss: 1.5253, grad_norm: 6.9836 2020-10-03 07:30:27,858 - mmaction - INFO - Epoch [72][1120/2825] lr: 7.500e-04, eta: 23:25:28, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.9304 2020-10-03 07:30:48,881 - mmaction - INFO - Epoch [72][1140/2825] lr: 7.500e-04, eta: 23:25:07, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8320, loss_cls: 1.5537, loss: 1.5537, grad_norm: 6.9746 2020-10-03 07:31:10,211 - mmaction - INFO - Epoch [72][1160/2825] lr: 7.500e-04, eta: 23:24:46, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8339, loss_cls: 1.5540, loss: 1.5540, grad_norm: 6.9600 2020-10-03 07:31:29,883 - mmaction - INFO - Epoch [72][1180/2825] lr: 7.500e-04, eta: 23:24:25, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8419, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.9357 2020-10-03 07:31:50,508 - mmaction - INFO - Epoch [72][1200/2825] lr: 7.500e-04, eta: 23:24:04, time: 1.031, data_time: 0.007, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8359, loss_cls: 1.5643, loss: 1.5643, grad_norm: 7.0611 2020-10-03 07:32:12,270 - mmaction - INFO - Epoch [72][1220/2825] lr: 7.500e-04, eta: 23:23:43, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8482, loss_cls: 1.4940, loss: 1.4940, grad_norm: 6.9092 2020-10-03 07:32:32,520 - mmaction - INFO - Epoch [72][1240/2825] lr: 7.500e-04, eta: 23:23:22, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8474, loss_cls: 1.4981, loss: 1.4981, grad_norm: 6.8270 2020-10-03 07:32:53,274 - mmaction - INFO - Epoch [72][1260/2825] lr: 7.500e-04, eta: 23:23:01, time: 1.037, data_time: 0.049, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8401, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.9619 2020-10-03 07:33:13,942 - mmaction - INFO - Epoch [72][1280/2825] lr: 7.500e-04, eta: 23:22:40, time: 1.034, data_time: 0.188, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8367, loss_cls: 1.5602, loss: 1.5602, grad_norm: 6.9993 2020-10-03 07:33:34,312 - mmaction - INFO - Epoch [72][1300/2825] lr: 7.500e-04, eta: 23:22:19, time: 1.019, data_time: 0.139, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8401, loss_cls: 1.5374, loss: 1.5374, grad_norm: 6.9313 2020-10-03 07:33:57,325 - mmaction - INFO - Epoch [72][1320/2825] lr: 7.500e-04, eta: 23:21:59, time: 1.150, data_time: 0.511, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8437, loss_cls: 1.4954, loss: 1.4954, grad_norm: 6.8714 2020-10-03 07:34:17,987 - mmaction - INFO - Epoch [72][1340/2825] lr: 7.500e-04, eta: 23:21:38, time: 1.033, data_time: 0.421, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8354, loss_cls: 1.5608, loss: 1.5608, grad_norm: 6.9190 2020-10-03 07:34:37,572 - mmaction - INFO - Epoch [72][1360/2825] lr: 7.500e-04, eta: 23:21:17, time: 0.980, data_time: 0.364, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8362, loss_cls: 1.5451, loss: 1.5451, grad_norm: 7.0318 2020-10-03 07:34:58,727 - mmaction - INFO - Epoch [72][1380/2825] lr: 7.500e-04, eta: 23:20:56, time: 1.058, data_time: 0.443, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8362, loss_cls: 1.5506, loss: 1.5506, grad_norm: 7.1073 2020-10-03 07:35:19,669 - mmaction - INFO - Epoch [72][1400/2825] lr: 7.500e-04, eta: 23:20:35, time: 1.047, data_time: 0.206, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8372, loss_cls: 1.5843, loss: 1.5843, grad_norm: 7.0417 2020-10-03 07:35:40,686 - mmaction - INFO - Epoch [72][1420/2825] lr: 7.500e-04, eta: 23:20:15, time: 1.051, data_time: 0.074, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8526, loss_cls: 1.4764, loss: 1.4764, grad_norm: 6.7620 2020-10-03 07:36:01,419 - mmaction - INFO - Epoch [72][1440/2825] lr: 7.500e-04, eta: 23:19:54, time: 1.036, data_time: 0.277, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.5382, loss: 1.5382, grad_norm: 6.9700 2020-10-03 07:36:22,118 - mmaction - INFO - Epoch [72][1460/2825] lr: 7.500e-04, eta: 23:19:33, time: 1.036, data_time: 0.045, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8383, loss_cls: 1.5214, loss: 1.5214, grad_norm: 6.9405 2020-10-03 07:36:41,891 - mmaction - INFO - Epoch [72][1480/2825] lr: 7.500e-04, eta: 23:19:11, time: 0.988, data_time: 0.174, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8414, loss_cls: 1.5557, loss: 1.5557, grad_norm: 6.8939 2020-10-03 07:37:02,918 - mmaction - INFO - Epoch [72][1500/2825] lr: 7.500e-04, eta: 23:18:51, time: 1.051, data_time: 0.092, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5298, loss: 1.5298, grad_norm: 6.9342 2020-10-03 07:37:23,429 - mmaction - INFO - Epoch [72][1520/2825] lr: 7.500e-04, eta: 23:18:30, time: 1.024, data_time: 0.012, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8341, loss_cls: 1.5683, loss: 1.5683, grad_norm: 6.8959 2020-10-03 07:37:43,399 - mmaction - INFO - Epoch [72][1540/2825] lr: 7.500e-04, eta: 23:18:08, time: 1.001, data_time: 0.092, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8302, loss_cls: 1.6112, loss: 1.6112, grad_norm: 7.0016 2020-10-03 07:38:04,855 - mmaction - INFO - Epoch [72][1560/2825] lr: 7.500e-04, eta: 23:17:48, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8419, loss_cls: 1.5284, loss: 1.5284, grad_norm: 6.9089 2020-10-03 07:38:24,922 - mmaction - INFO - Epoch [72][1580/2825] lr: 7.500e-04, eta: 23:17:27, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8385, loss_cls: 1.5295, loss: 1.5295, grad_norm: 6.9919 2020-10-03 07:38:45,245 - mmaction - INFO - Epoch [72][1600/2825] lr: 7.500e-04, eta: 23:17:05, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8339, loss_cls: 1.5715, loss: 1.5715, grad_norm: 7.0438 2020-10-03 07:39:05,704 - mmaction - INFO - Epoch [72][1620/2825] lr: 7.500e-04, eta: 23:16:44, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8354, loss_cls: 1.5763, loss: 1.5763, grad_norm: 7.0405 2020-10-03 07:39:26,490 - mmaction - INFO - Epoch [72][1640/2825] lr: 7.500e-04, eta: 23:16:24, time: 1.041, data_time: 0.004, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8385, loss_cls: 1.5606, loss: 1.5606, grad_norm: 7.0105 2020-10-03 07:39:47,241 - mmaction - INFO - Epoch [72][1660/2825] lr: 7.500e-04, eta: 23:16:03, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.5292, loss: 1.5292, grad_norm: 6.9589 2020-10-03 07:40:08,057 - mmaction - INFO - Epoch [72][1680/2825] lr: 7.500e-04, eta: 23:15:42, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8518, loss_cls: 1.4822, loss: 1.4822, grad_norm: 6.7094 2020-10-03 07:40:29,615 - mmaction - INFO - Epoch [72][1700/2825] lr: 7.500e-04, eta: 23:15:21, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8451, loss_cls: 1.5206, loss: 1.5206, grad_norm: 6.9982 2020-10-03 07:40:49,938 - mmaction - INFO - Epoch [72][1720/2825] lr: 7.500e-04, eta: 23:15:00, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8417, loss_cls: 1.5282, loss: 1.5282, grad_norm: 7.0393 2020-10-03 07:41:11,009 - mmaction - INFO - Epoch [72][1740/2825] lr: 7.500e-04, eta: 23:14:39, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.5233, loss: 1.5233, grad_norm: 6.8015 2020-10-03 07:41:30,934 - mmaction - INFO - Epoch [72][1760/2825] lr: 7.500e-04, eta: 23:14:18, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8328, loss_cls: 1.5707, loss: 1.5707, grad_norm: 6.8626 2020-10-03 07:41:51,681 - mmaction - INFO - Epoch [72][1780/2825] lr: 7.500e-04, eta: 23:13:57, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6112, top5_acc: 0.8313, loss_cls: 1.6151, loss: 1.6151, grad_norm: 7.0187 2020-10-03 07:42:13,062 - mmaction - INFO - Epoch [72][1800/2825] lr: 7.500e-04, eta: 23:13:36, time: 1.070, data_time: 0.003, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8427, loss_cls: 1.5345, loss: 1.5345, grad_norm: 6.9601 2020-10-03 07:42:32,581 - mmaction - INFO - Epoch [72][1820/2825] lr: 7.500e-04, eta: 23:13:15, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8326, loss_cls: 1.5512, loss: 1.5512, grad_norm: 6.9056 2020-10-03 07:42:52,853 - mmaction - INFO - Epoch [72][1840/2825] lr: 7.500e-04, eta: 23:12:54, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8331, loss_cls: 1.5213, loss: 1.5213, grad_norm: 6.7924 2020-10-03 07:43:14,105 - mmaction - INFO - Epoch [72][1860/2825] lr: 7.500e-04, eta: 23:12:33, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8302, loss_cls: 1.5783, loss: 1.5783, grad_norm: 6.9221 2020-10-03 07:43:35,080 - mmaction - INFO - Epoch [72][1880/2825] lr: 7.500e-04, eta: 23:12:12, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8307, loss_cls: 1.5803, loss: 1.5803, grad_norm: 7.0393 2020-10-03 07:43:55,926 - mmaction - INFO - Epoch [72][1900/2825] lr: 7.500e-04, eta: 23:11:51, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8315, loss_cls: 1.5504, loss: 1.5504, grad_norm: 6.9529 2020-10-03 07:44:15,750 - mmaction - INFO - Epoch [72][1920/2825] lr: 7.500e-04, eta: 23:11:30, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8404, loss_cls: 1.5693, loss: 1.5693, grad_norm: 7.0816 2020-10-03 07:44:36,717 - mmaction - INFO - Epoch [72][1940/2825] lr: 7.500e-04, eta: 23:11:09, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8396, loss_cls: 1.5557, loss: 1.5557, grad_norm: 6.9743 2020-10-03 07:44:58,349 - mmaction - INFO - Epoch [72][1960/2825] lr: 7.500e-04, eta: 23:10:49, time: 1.083, data_time: 0.003, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8365, loss_cls: 1.5631, loss: 1.5631, grad_norm: 7.0911 2020-10-03 07:45:18,231 - mmaction - INFO - Epoch [72][1980/2825] lr: 7.500e-04, eta: 23:10:28, time: 0.994, data_time: 0.005, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8443, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.9020 2020-10-03 07:45:38,344 - mmaction - INFO - Epoch [72][2000/2825] lr: 7.500e-04, eta: 23:10:06, time: 1.005, data_time: 0.069, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8388, loss_cls: 1.5302, loss: 1.5302, grad_norm: 6.7241 2020-10-03 07:45:59,302 - mmaction - INFO - Epoch [72][2020/2825] lr: 7.500e-04, eta: 23:09:45, time: 1.048, data_time: 0.021, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8432, loss_cls: 1.5058, loss: 1.5058, grad_norm: 6.8752 2020-10-03 07:46:19,977 - mmaction - INFO - Epoch [72][2040/2825] lr: 7.500e-04, eta: 23:09:25, time: 1.034, data_time: 0.025, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8367, loss_cls: 1.5597, loss: 1.5597, grad_norm: 6.9587 2020-10-03 07:46:40,382 - mmaction - INFO - Epoch [72][2060/2825] lr: 7.500e-04, eta: 23:09:03, time: 1.020, data_time: 0.027, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8391, loss_cls: 1.5320, loss: 1.5320, grad_norm: 6.8713 2020-10-03 07:47:01,556 - mmaction - INFO - Epoch [72][2080/2825] lr: 7.500e-04, eta: 23:08:43, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8372, loss_cls: 1.5396, loss: 1.5396, grad_norm: 6.8130 2020-10-03 07:47:22,521 - mmaction - INFO - Epoch [72][2100/2825] lr: 7.500e-04, eta: 23:08:22, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8482, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.8724 2020-10-03 07:47:42,580 - mmaction - INFO - Epoch [72][2120/2825] lr: 7.500e-04, eta: 23:08:01, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8357, loss_cls: 1.5528, loss: 1.5528, grad_norm: 7.0170 2020-10-03 07:48:04,218 - mmaction - INFO - Epoch [72][2140/2825] lr: 7.500e-04, eta: 23:07:40, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8497, loss_cls: 1.5329, loss: 1.5329, grad_norm: 6.9314 2020-10-03 07:48:24,357 - mmaction - INFO - Epoch [72][2160/2825] lr: 7.500e-04, eta: 23:07:19, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8279, loss_cls: 1.5333, loss: 1.5333, grad_norm: 6.9464 2020-10-03 07:48:44,489 - mmaction - INFO - Epoch [72][2180/2825] lr: 7.500e-04, eta: 23:06:58, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8417, loss_cls: 1.5196, loss: 1.5196, grad_norm: 6.8066 2020-10-03 07:49:06,346 - mmaction - INFO - Epoch [72][2200/2825] lr: 7.500e-04, eta: 23:06:37, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8404, loss_cls: 1.5633, loss: 1.5633, grad_norm: 6.9235 2020-10-03 07:49:27,799 - mmaction - INFO - Epoch [72][2220/2825] lr: 7.500e-04, eta: 23:06:17, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8458, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.9643 2020-10-03 07:49:47,573 - mmaction - INFO - Epoch [72][2240/2825] lr: 7.500e-04, eta: 23:05:55, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8307, loss_cls: 1.5767, loss: 1.5767, grad_norm: 7.0622 2020-10-03 07:50:08,947 - mmaction - INFO - Epoch [72][2260/2825] lr: 7.500e-04, eta: 23:05:35, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8359, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.9445 2020-10-03 07:50:28,962 - mmaction - INFO - Epoch [72][2280/2825] lr: 7.500e-04, eta: 23:05:14, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8414, loss_cls: 1.5389, loss: 1.5389, grad_norm: 6.9407 2020-10-03 07:50:50,091 - mmaction - INFO - Epoch [72][2300/2825] lr: 7.500e-04, eta: 23:04:53, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8349, loss_cls: 1.5530, loss: 1.5530, grad_norm: 6.8535 2020-10-03 07:51:11,181 - mmaction - INFO - Epoch [72][2320/2825] lr: 7.500e-04, eta: 23:04:32, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8445, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.7981 2020-10-03 07:51:31,349 - mmaction - INFO - Epoch [72][2340/2825] lr: 7.500e-04, eta: 23:04:11, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8346, loss_cls: 1.5465, loss: 1.5465, grad_norm: 6.7172 2020-10-03 07:51:52,469 - mmaction - INFO - Epoch [72][2360/2825] lr: 7.500e-04, eta: 23:03:50, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.8436 2020-10-03 07:52:12,940 - mmaction - INFO - Epoch [72][2380/2825] lr: 7.500e-04, eta: 23:03:29, time: 1.023, data_time: 0.022, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8302, loss_cls: 1.5974, loss: 1.5974, grad_norm: 7.0248 2020-10-03 07:52:32,811 - mmaction - INFO - Epoch [72][2400/2825] lr: 7.500e-04, eta: 23:03:08, time: 0.994, data_time: 0.215, memory: 8353, top1_acc: 0.6276, top5_acc: 0.8312, loss_cls: 1.5800, loss: 1.5800, grad_norm: 6.9714 2020-10-03 07:52:54,075 - mmaction - INFO - Epoch [72][2420/2825] lr: 7.500e-04, eta: 23:02:47, time: 1.063, data_time: 0.287, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5590, loss: 1.5590, grad_norm: 6.8324 2020-10-03 07:53:14,579 - mmaction - INFO - Epoch [72][2440/2825] lr: 7.500e-04, eta: 23:02:26, time: 1.027, data_time: 0.049, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8344, loss_cls: 1.5465, loss: 1.5465, grad_norm: 6.9782 2020-10-03 07:53:35,548 - mmaction - INFO - Epoch [72][2460/2825] lr: 7.500e-04, eta: 23:02:05, time: 1.048, data_time: 0.014, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8437, loss_cls: 1.4885, loss: 1.4885, grad_norm: 6.9511 2020-10-03 07:53:56,354 - mmaction - INFO - Epoch [72][2480/2825] lr: 7.500e-04, eta: 23:01:44, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8383, loss_cls: 1.5385, loss: 1.5385, grad_norm: 6.7809 2020-10-03 07:54:16,604 - mmaction - INFO - Epoch [72][2500/2825] lr: 7.500e-04, eta: 23:01:23, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8357, loss_cls: 1.5554, loss: 1.5554, grad_norm: 6.9851 2020-10-03 07:54:36,412 - mmaction - INFO - Epoch [72][2520/2825] lr: 7.500e-04, eta: 23:01:02, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8435, loss_cls: 1.5067, loss: 1.5067, grad_norm: 6.8040 2020-10-03 07:54:58,367 - mmaction - INFO - Epoch [72][2540/2825] lr: 7.500e-04, eta: 23:00:41, time: 1.098, data_time: 0.005, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8385, loss_cls: 1.5458, loss: 1.5458, grad_norm: 6.9041 2020-10-03 07:55:18,114 - mmaction - INFO - Epoch [72][2560/2825] lr: 7.500e-04, eta: 23:00:20, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8323, loss_cls: 1.5805, loss: 1.5805, grad_norm: 7.0379 2020-10-03 07:55:39,103 - mmaction - INFO - Epoch [72][2580/2825] lr: 7.500e-04, eta: 22:59:59, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8349, loss_cls: 1.5775, loss: 1.5775, grad_norm: 6.9381 2020-10-03 07:55:59,933 - mmaction - INFO - Epoch [72][2600/2825] lr: 7.500e-04, eta: 22:59:38, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4942, loss: 1.4942, grad_norm: 6.8570 2020-10-03 07:56:20,376 - mmaction - INFO - Epoch [72][2620/2825] lr: 7.500e-04, eta: 22:59:17, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8406, loss_cls: 1.5227, loss: 1.5227, grad_norm: 6.9117 2020-10-03 07:56:40,821 - mmaction - INFO - Epoch [72][2640/2825] lr: 7.500e-04, eta: 22:58:56, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8383, loss_cls: 1.5398, loss: 1.5398, grad_norm: 6.9420 2020-10-03 07:57:01,964 - mmaction - INFO - Epoch [72][2660/2825] lr: 7.500e-04, eta: 22:58:36, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8339, loss_cls: 1.5263, loss: 1.5263, grad_norm: 6.9038 2020-10-03 07:57:23,789 - mmaction - INFO - Epoch [72][2680/2825] lr: 7.500e-04, eta: 22:58:15, time: 1.091, data_time: 0.001, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8372, loss_cls: 1.5395, loss: 1.5395, grad_norm: 7.0096 2020-10-03 07:57:42,865 - mmaction - INFO - Epoch [72][2700/2825] lr: 7.500e-04, eta: 22:57:53, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8318, loss_cls: 1.5697, loss: 1.5697, grad_norm: 7.0460 2020-10-03 07:58:04,208 - mmaction - INFO - Epoch [72][2720/2825] lr: 7.500e-04, eta: 22:57:33, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8333, loss_cls: 1.5699, loss: 1.5699, grad_norm: 6.9591 2020-10-03 07:58:24,930 - mmaction - INFO - Epoch [72][2740/2825] lr: 7.500e-04, eta: 22:57:12, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8357, loss_cls: 1.5514, loss: 1.5514, grad_norm: 6.8907 2020-10-03 07:58:45,576 - mmaction - INFO - Epoch [72][2760/2825] lr: 7.500e-04, eta: 22:56:51, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6198, top5_acc: 0.8341, loss_cls: 1.5979, loss: 1.5979, grad_norm: 7.0586 2020-10-03 07:59:06,241 - mmaction - INFO - Epoch [72][2780/2825] lr: 7.500e-04, eta: 22:56:30, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8424, loss_cls: 1.5158, loss: 1.5158, grad_norm: 6.9430 2020-10-03 07:59:26,719 - mmaction - INFO - Epoch [72][2800/2825] lr: 7.500e-04, eta: 22:56:09, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8242, loss_cls: 1.6134, loss: 1.6134, grad_norm: 7.1519 2020-10-03 07:59:47,120 - mmaction - INFO - Epoch [72][2820/2825] lr: 7.500e-04, eta: 22:55:48, time: 1.019, data_time: 0.006, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8323, loss_cls: 1.5790, loss: 1.5790, grad_norm: 6.9961 2020-10-03 07:59:53,043 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-10-03 08:00:47,561 - mmaction - INFO - Epoch [73][20/2825] lr: 7.500e-04, eta: 22:55:32, time: 2.677, data_time: 1.693, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8365, loss_cls: 1.5261, loss: 1.5261, grad_norm: 6.8241 2020-10-03 08:01:08,612 - mmaction - INFO - Epoch [73][40/2825] lr: 7.500e-04, eta: 22:55:12, time: 1.053, data_time: 0.108, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4883, loss: 1.4883, grad_norm: 6.8468 2020-10-03 08:01:28,930 - mmaction - INFO - Epoch [73][60/2825] lr: 7.500e-04, eta: 22:54:51, time: 1.016, data_time: 0.221, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8508, loss_cls: 1.4788, loss: 1.4788, grad_norm: 6.7253 2020-10-03 08:01:49,274 - mmaction - INFO - Epoch [73][80/2825] lr: 7.500e-04, eta: 22:54:30, time: 1.017, data_time: 0.094, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8534, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.9043 2020-10-03 08:02:09,524 - mmaction - INFO - Epoch [73][100/2825] lr: 7.500e-04, eta: 22:54:08, time: 1.012, data_time: 0.249, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8346, loss_cls: 1.5770, loss: 1.5770, grad_norm: 6.9891 2020-10-03 08:02:30,637 - mmaction - INFO - Epoch [73][120/2825] lr: 7.500e-04, eta: 22:53:48, time: 1.057, data_time: 0.061, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8336, loss_cls: 1.5536, loss: 1.5536, grad_norm: 6.9960 2020-10-03 08:02:50,973 - mmaction - INFO - Epoch [73][140/2825] lr: 7.500e-04, eta: 22:53:27, time: 1.015, data_time: 0.005, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8487, loss_cls: 1.4932, loss: 1.4932, grad_norm: 6.9130 2020-10-03 08:03:12,360 - mmaction - INFO - Epoch [73][160/2825] lr: 7.500e-04, eta: 22:53:06, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8411, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.6147 2020-10-03 08:03:33,208 - mmaction - INFO - Epoch [73][180/2825] lr: 7.500e-04, eta: 22:52:45, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8359, loss_cls: 1.5609, loss: 1.5609, grad_norm: 7.1297 2020-10-03 08:03:54,276 - mmaction - INFO - Epoch [73][200/2825] lr: 7.500e-04, eta: 22:52:24, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8385, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.8685 2020-10-03 08:04:15,033 - mmaction - INFO - Epoch [73][220/2825] lr: 7.500e-04, eta: 22:52:03, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.8816 2020-10-03 08:04:35,800 - mmaction - INFO - Epoch [73][240/2825] lr: 7.500e-04, eta: 22:51:42, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5454, loss: 1.5454, grad_norm: 6.8013 2020-10-03 08:04:56,564 - mmaction - INFO - Epoch [73][260/2825] lr: 7.500e-04, eta: 22:51:21, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8260, loss_cls: 1.5673, loss: 1.5673, grad_norm: 7.0404 2020-10-03 08:05:17,143 - mmaction - INFO - Epoch [73][280/2825] lr: 7.500e-04, eta: 22:51:00, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8388, loss_cls: 1.5221, loss: 1.5221, grad_norm: 6.9145 2020-10-03 08:05:38,166 - mmaction - INFO - Epoch [73][300/2825] lr: 7.500e-04, eta: 22:50:40, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.6255, loss: 1.6255, grad_norm: 6.9570 2020-10-03 08:05:58,335 - mmaction - INFO - Epoch [73][320/2825] lr: 7.500e-04, eta: 22:50:18, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8354, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.8401 2020-10-03 08:06:18,551 - mmaction - INFO - Epoch [73][340/2825] lr: 7.500e-04, eta: 22:49:57, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8344, loss_cls: 1.5363, loss: 1.5363, grad_norm: 6.9212 2020-10-03 08:06:40,440 - mmaction - INFO - Epoch [73][360/2825] lr: 7.500e-04, eta: 22:49:37, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8378, loss_cls: 1.5277, loss: 1.5277, grad_norm: 6.9802 2020-10-03 08:07:00,842 - mmaction - INFO - Epoch [73][380/2825] lr: 7.500e-04, eta: 22:49:16, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8432, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.9408 2020-10-03 08:07:19,829 - mmaction - INFO - Epoch [73][400/2825] lr: 7.500e-04, eta: 22:48:54, time: 0.949, data_time: 0.013, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8445, loss_cls: 1.4967, loss: 1.4967, grad_norm: 6.7076 2020-10-03 08:07:40,435 - mmaction - INFO - Epoch [73][420/2825] lr: 7.500e-04, eta: 22:48:33, time: 1.031, data_time: 0.157, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8484, loss_cls: 1.4921, loss: 1.4921, grad_norm: 6.9203 2020-10-03 08:08:01,630 - mmaction - INFO - Epoch [73][440/2825] lr: 7.500e-04, eta: 22:48:12, time: 1.059, data_time: 0.398, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8346, loss_cls: 1.5581, loss: 1.5581, grad_norm: 6.9404 2020-10-03 08:08:22,550 - mmaction - INFO - Epoch [73][460/2825] lr: 7.500e-04, eta: 22:47:52, time: 1.046, data_time: 0.345, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8417, loss_cls: 1.5306, loss: 1.5306, grad_norm: 6.9529 2020-10-03 08:08:42,886 - mmaction - INFO - Epoch [73][480/2825] lr: 7.500e-04, eta: 22:47:31, time: 1.016, data_time: 0.024, memory: 8353, top1_acc: 0.6240, top5_acc: 0.8336, loss_cls: 1.5933, loss: 1.5933, grad_norm: 6.9529 2020-10-03 08:09:05,143 - mmaction - INFO - Epoch [73][500/2825] lr: 7.500e-04, eta: 22:47:10, time: 1.113, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8401, loss_cls: 1.5343, loss: 1.5343, grad_norm: 6.8996 2020-10-03 08:09:25,721 - mmaction - INFO - Epoch [73][520/2825] lr: 7.500e-04, eta: 22:46:49, time: 1.029, data_time: 0.046, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8458, loss_cls: 1.5344, loss: 1.5344, grad_norm: 6.9364 2020-10-03 08:09:45,513 - mmaction - INFO - Epoch [73][540/2825] lr: 7.500e-04, eta: 22:46:28, time: 0.990, data_time: 0.087, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8484, loss_cls: 1.4712, loss: 1.4712, grad_norm: 6.7596 2020-10-03 08:10:05,424 - mmaction - INFO - Epoch [73][560/2825] lr: 7.500e-04, eta: 22:46:07, time: 0.995, data_time: 0.276, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4971, loss: 1.4971, grad_norm: 6.9091 2020-10-03 08:10:27,059 - mmaction - INFO - Epoch [73][580/2825] lr: 7.500e-04, eta: 22:45:46, time: 1.081, data_time: 0.228, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8445, loss_cls: 1.5242, loss: 1.5242, grad_norm: 6.8757 2020-10-03 08:10:47,549 - mmaction - INFO - Epoch [73][600/2825] lr: 7.500e-04, eta: 22:45:25, time: 1.025, data_time: 0.244, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8388, loss_cls: 1.5603, loss: 1.5603, grad_norm: 6.9982 2020-10-03 08:11:08,669 - mmaction - INFO - Epoch [73][620/2825] lr: 7.500e-04, eta: 22:45:04, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8380, loss_cls: 1.5411, loss: 1.5411, grad_norm: 7.0726 2020-10-03 08:11:29,649 - mmaction - INFO - Epoch [73][640/2825] lr: 7.500e-04, eta: 22:44:43, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.5496, loss: 1.5496, grad_norm: 6.9676 2020-10-03 08:11:50,350 - mmaction - INFO - Epoch [73][660/2825] lr: 7.500e-04, eta: 22:44:23, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8396, loss_cls: 1.5076, loss: 1.5076, grad_norm: 6.8939 2020-10-03 08:12:10,473 - mmaction - INFO - Epoch [73][680/2825] lr: 7.500e-04, eta: 22:44:01, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8378, loss_cls: 1.5204, loss: 1.5204, grad_norm: 6.8651 2020-10-03 08:12:32,173 - mmaction - INFO - Epoch [73][700/2825] lr: 7.500e-04, eta: 22:43:41, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8500, loss_cls: 1.4893, loss: 1.4893, grad_norm: 6.8374 2020-10-03 08:12:52,482 - mmaction - INFO - Epoch [73][720/2825] lr: 7.500e-04, eta: 22:43:20, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8417, loss_cls: 1.5130, loss: 1.5130, grad_norm: 6.7724 2020-10-03 08:13:12,442 - mmaction - INFO - Epoch [73][740/2825] lr: 7.500e-04, eta: 22:42:59, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8341, loss_cls: 1.5362, loss: 1.5362, grad_norm: 7.0298 2020-10-03 08:13:32,501 - mmaction - INFO - Epoch [73][760/2825] lr: 7.500e-04, eta: 22:42:37, time: 1.004, data_time: 0.003, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8328, loss_cls: 1.5456, loss: 1.5456, grad_norm: 6.8690 2020-10-03 08:13:54,018 - mmaction - INFO - Epoch [73][780/2825] lr: 7.500e-04, eta: 22:42:17, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8396, loss_cls: 1.5036, loss: 1.5036, grad_norm: 6.8285 2020-10-03 08:14:16,289 - mmaction - INFO - Epoch [73][800/2825] lr: 7.500e-04, eta: 22:41:56, time: 1.114, data_time: 0.001, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8354, loss_cls: 1.5329, loss: 1.5329, grad_norm: 6.7525 2020-10-03 08:14:36,135 - mmaction - INFO - Epoch [73][820/2825] lr: 7.500e-04, eta: 22:41:35, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8409, loss_cls: 1.5397, loss: 1.5397, grad_norm: 6.9997 2020-10-03 08:14:57,068 - mmaction - INFO - Epoch [73][840/2825] lr: 7.500e-04, eta: 22:41:14, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5544, loss: 1.5544, grad_norm: 7.1406 2020-10-03 08:15:17,094 - mmaction - INFO - Epoch [73][860/2825] lr: 7.500e-04, eta: 22:40:53, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8372, loss_cls: 1.5343, loss: 1.5343, grad_norm: 6.9065 2020-10-03 08:15:37,816 - mmaction - INFO - Epoch [73][880/2825] lr: 7.500e-04, eta: 22:40:32, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6151, top5_acc: 0.8286, loss_cls: 1.5945, loss: 1.5945, grad_norm: 7.1166 2020-10-03 08:16:00,558 - mmaction - INFO - Epoch [73][900/2825] lr: 7.500e-04, eta: 22:40:12, time: 1.137, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8346, loss_cls: 1.5804, loss: 1.5804, grad_norm: 7.0049 2020-10-03 08:16:19,546 - mmaction - INFO - Epoch [73][920/2825] lr: 7.500e-04, eta: 22:39:50, time: 0.949, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8461, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.9397 2020-10-03 08:16:40,282 - mmaction - INFO - Epoch [73][940/2825] lr: 7.500e-04, eta: 22:39:29, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8315, loss_cls: 1.5626, loss: 1.5626, grad_norm: 6.9463 2020-10-03 08:17:01,744 - mmaction - INFO - Epoch [73][960/2825] lr: 7.500e-04, eta: 22:39:09, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8378, loss_cls: 1.5302, loss: 1.5302, grad_norm: 7.0961 2020-10-03 08:17:22,378 - mmaction - INFO - Epoch [73][980/2825] lr: 7.500e-04, eta: 22:38:48, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8404, loss_cls: 1.5398, loss: 1.5398, grad_norm: 7.0721 2020-10-03 08:17:42,973 - mmaction - INFO - Epoch [73][1000/2825] lr: 7.500e-04, eta: 22:38:27, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8372, loss_cls: 1.5303, loss: 1.5303, grad_norm: 6.9594 2020-10-03 08:18:03,217 - mmaction - INFO - Epoch [73][1020/2825] lr: 7.500e-04, eta: 22:38:06, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8365, loss_cls: 1.5028, loss: 1.5028, grad_norm: 6.8556 2020-10-03 08:18:24,131 - mmaction - INFO - Epoch [73][1040/2825] lr: 7.500e-04, eta: 22:37:45, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8336, loss_cls: 1.5313, loss: 1.5313, grad_norm: 6.9372 2020-10-03 08:18:45,029 - mmaction - INFO - Epoch [73][1060/2825] lr: 7.500e-04, eta: 22:37:24, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8448, loss_cls: 1.5064, loss: 1.5064, grad_norm: 6.9341 2020-10-03 08:19:05,272 - mmaction - INFO - Epoch [73][1080/2825] lr: 7.500e-04, eta: 22:37:03, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8312, loss_cls: 1.5588, loss: 1.5588, grad_norm: 6.9336 2020-10-03 08:19:25,965 - mmaction - INFO - Epoch [73][1100/2825] lr: 7.500e-04, eta: 22:36:42, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8427, loss_cls: 1.5480, loss: 1.5480, grad_norm: 6.9981 2020-10-03 08:19:46,593 - mmaction - INFO - Epoch [73][1120/2825] lr: 7.500e-04, eta: 22:36:21, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8294, loss_cls: 1.5871, loss: 1.5871, grad_norm: 6.9826 2020-10-03 08:20:06,692 - mmaction - INFO - Epoch [73][1140/2825] lr: 7.500e-04, eta: 22:36:00, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.9205 2020-10-03 08:20:27,685 - mmaction - INFO - Epoch [73][1160/2825] lr: 7.500e-04, eta: 22:35:39, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8419, loss_cls: 1.5310, loss: 1.5310, grad_norm: 6.9801 2020-10-03 08:20:48,279 - mmaction - INFO - Epoch [73][1180/2825] lr: 7.500e-04, eta: 22:35:18, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8370, loss_cls: 1.5515, loss: 1.5515, grad_norm: 7.1109 2020-10-03 08:21:09,533 - mmaction - INFO - Epoch [73][1200/2825] lr: 7.500e-04, eta: 22:34:57, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5334, loss: 1.5334, grad_norm: 6.9384 2020-10-03 08:21:30,053 - mmaction - INFO - Epoch [73][1220/2825] lr: 7.500e-04, eta: 22:34:36, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8427, loss_cls: 1.5236, loss: 1.5236, grad_norm: 6.9702 2020-10-03 08:21:50,691 - mmaction - INFO - Epoch [73][1240/2825] lr: 7.500e-04, eta: 22:34:15, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8331, loss_cls: 1.5274, loss: 1.5274, grad_norm: 6.9608 2020-10-03 08:22:11,767 - mmaction - INFO - Epoch [73][1260/2825] lr: 7.500e-04, eta: 22:33:55, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8451, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.9798 2020-10-03 08:22:33,144 - mmaction - INFO - Epoch [73][1280/2825] lr: 7.500e-04, eta: 22:33:34, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8396, loss_cls: 1.5242, loss: 1.5242, grad_norm: 6.9966 2020-10-03 08:22:52,405 - mmaction - INFO - Epoch [73][1300/2825] lr: 7.500e-04, eta: 22:33:12, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8284, loss_cls: 1.5722, loss: 1.5722, grad_norm: 7.0660 2020-10-03 08:23:13,699 - mmaction - INFO - Epoch [73][1320/2825] lr: 7.500e-04, eta: 22:32:52, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8258, loss_cls: 1.6234, loss: 1.6234, grad_norm: 7.0473 2020-10-03 08:23:34,987 - mmaction - INFO - Epoch [73][1340/2825] lr: 7.500e-04, eta: 22:32:31, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8437, loss_cls: 1.5043, loss: 1.5043, grad_norm: 6.9720 2020-10-03 08:23:55,431 - mmaction - INFO - Epoch [73][1360/2825] lr: 7.500e-04, eta: 22:32:10, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8242, loss_cls: 1.6009, loss: 1.6009, grad_norm: 7.1199 2020-10-03 08:24:15,779 - mmaction - INFO - Epoch [73][1380/2825] lr: 7.500e-04, eta: 22:31:49, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.8769 2020-10-03 08:24:36,411 - mmaction - INFO - Epoch [73][1400/2825] lr: 7.500e-04, eta: 22:31:28, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.5032, loss: 1.5032, grad_norm: 6.9539 2020-10-03 08:24:57,663 - mmaction - INFO - Epoch [73][1420/2825] lr: 7.500e-04, eta: 22:31:07, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8424, loss_cls: 1.5365, loss: 1.5365, grad_norm: 6.9280 2020-10-03 08:25:17,815 - mmaction - INFO - Epoch [73][1440/2825] lr: 7.500e-04, eta: 22:30:46, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8292, loss_cls: 1.5971, loss: 1.5971, grad_norm: 7.0814 2020-10-03 08:25:38,622 - mmaction - INFO - Epoch [73][1460/2825] lr: 7.500e-04, eta: 22:30:25, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8362, loss_cls: 1.5340, loss: 1.5340, grad_norm: 7.0135 2020-10-03 08:25:59,222 - mmaction - INFO - Epoch [73][1480/2825] lr: 7.500e-04, eta: 22:30:04, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8365, loss_cls: 1.5291, loss: 1.5291, grad_norm: 6.9133 2020-10-03 08:26:20,791 - mmaction - INFO - Epoch [73][1500/2825] lr: 7.500e-04, eta: 22:29:44, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8354, loss_cls: 1.5580, loss: 1.5580, grad_norm: 7.0746 2020-10-03 08:26:41,541 - mmaction - INFO - Epoch [73][1520/2825] lr: 7.500e-04, eta: 22:29:23, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8409, loss_cls: 1.5243, loss: 1.5243, grad_norm: 7.0184 2020-10-03 08:27:01,202 - mmaction - INFO - Epoch [73][1540/2825] lr: 7.500e-04, eta: 22:29:01, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8367, loss_cls: 1.5529, loss: 1.5529, grad_norm: 6.9277 2020-10-03 08:27:22,841 - mmaction - INFO - Epoch [73][1560/2825] lr: 7.500e-04, eta: 22:28:41, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8339, loss_cls: 1.5932, loss: 1.5932, grad_norm: 6.9963 2020-10-03 08:27:42,761 - mmaction - INFO - Epoch [73][1580/2825] lr: 7.500e-04, eta: 22:28:19, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8305, loss_cls: 1.5887, loss: 1.5887, grad_norm: 6.9189 2020-10-03 08:28:03,069 - mmaction - INFO - Epoch [73][1600/2825] lr: 7.500e-04, eta: 22:27:58, time: 1.016, data_time: 0.018, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8339, loss_cls: 1.5312, loss: 1.5312, grad_norm: 6.8046 2020-10-03 08:28:23,499 - mmaction - INFO - Epoch [73][1620/2825] lr: 7.500e-04, eta: 22:27:37, time: 1.020, data_time: 0.364, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8362, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.9160 2020-10-03 08:28:44,936 - mmaction - INFO - Epoch [73][1640/2825] lr: 7.500e-04, eta: 22:27:17, time: 1.072, data_time: 0.229, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8404, loss_cls: 1.5417, loss: 1.5417, grad_norm: 6.9352 2020-10-03 08:29:04,962 - mmaction - INFO - Epoch [73][1660/2825] lr: 7.500e-04, eta: 22:26:55, time: 1.001, data_time: 0.251, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8417, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.8361 2020-10-03 08:29:25,844 - mmaction - INFO - Epoch [73][1680/2825] lr: 7.500e-04, eta: 22:26:35, time: 1.045, data_time: 0.383, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.5263, loss: 1.5263, grad_norm: 6.9491 2020-10-03 08:29:46,339 - mmaction - INFO - Epoch [73][1700/2825] lr: 7.500e-04, eta: 22:26:14, time: 1.024, data_time: 0.163, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8385, loss_cls: 1.5548, loss: 1.5548, grad_norm: 6.9938 2020-10-03 08:30:06,725 - mmaction - INFO - Epoch [73][1720/2825] lr: 7.500e-04, eta: 22:25:53, time: 1.020, data_time: 0.005, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8245, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.9803 2020-10-03 08:30:28,633 - mmaction - INFO - Epoch [73][1740/2825] lr: 7.500e-04, eta: 22:25:32, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8385, loss_cls: 1.5069, loss: 1.5069, grad_norm: 6.9006 2020-10-03 08:30:49,308 - mmaction - INFO - Epoch [73][1760/2825] lr: 7.500e-04, eta: 22:25:11, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8378, loss_cls: 1.5538, loss: 1.5538, grad_norm: 6.9664 2020-10-03 08:31:09,806 - mmaction - INFO - Epoch [73][1780/2825] lr: 7.500e-04, eta: 22:24:50, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8385, loss_cls: 1.5489, loss: 1.5489, grad_norm: 7.0591 2020-10-03 08:31:30,463 - mmaction - INFO - Epoch [73][1800/2825] lr: 7.500e-04, eta: 22:24:29, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8430, loss_cls: 1.5119, loss: 1.5119, grad_norm: 7.0062 2020-10-03 08:31:50,660 - mmaction - INFO - Epoch [73][1820/2825] lr: 7.500e-04, eta: 22:24:08, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8492, loss_cls: 1.4891, loss: 1.4891, grad_norm: 6.8929 2020-10-03 08:32:11,559 - mmaction - INFO - Epoch [73][1840/2825] lr: 7.500e-04, eta: 22:23:47, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8378, loss_cls: 1.5380, loss: 1.5380, grad_norm: 6.8034 2020-10-03 08:32:32,293 - mmaction - INFO - Epoch [73][1860/2825] lr: 7.500e-04, eta: 22:23:26, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8427, loss_cls: 1.5038, loss: 1.5038, grad_norm: 6.8969 2020-10-03 08:32:52,878 - mmaction - INFO - Epoch [73][1880/2825] lr: 7.500e-04, eta: 22:23:05, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.8647 2020-10-03 08:33:13,315 - mmaction - INFO - Epoch [73][1900/2825] lr: 7.500e-04, eta: 22:22:44, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6302, top5_acc: 0.8336, loss_cls: 1.5709, loss: 1.5709, grad_norm: 7.0144 2020-10-03 08:33:34,258 - mmaction - INFO - Epoch [73][1920/2825] lr: 7.500e-04, eta: 22:22:23, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8344, loss_cls: 1.5471, loss: 1.5471, grad_norm: 7.0805 2020-10-03 08:33:54,492 - mmaction - INFO - Epoch [73][1940/2825] lr: 7.500e-04, eta: 22:22:02, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8432, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.9954 2020-10-03 08:34:14,951 - mmaction - INFO - Epoch [73][1960/2825] lr: 7.500e-04, eta: 22:21:41, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8380, loss_cls: 1.5388, loss: 1.5388, grad_norm: 6.8775 2020-10-03 08:34:35,723 - mmaction - INFO - Epoch [73][1980/2825] lr: 7.500e-04, eta: 22:21:20, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.5181, loss: 1.5181, grad_norm: 7.0233 2020-10-03 08:34:56,003 - mmaction - INFO - Epoch [73][2000/2825] lr: 7.500e-04, eta: 22:20:59, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8490, loss_cls: 1.4773, loss: 1.4773, grad_norm: 6.8073 2020-10-03 08:35:16,735 - mmaction - INFO - Epoch [73][2020/2825] lr: 7.500e-04, eta: 22:20:38, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.5218, loss: 1.5218, grad_norm: 7.1396 2020-10-03 08:35:38,106 - mmaction - INFO - Epoch [73][2040/2825] lr: 7.500e-04, eta: 22:20:18, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8383, loss_cls: 1.5454, loss: 1.5454, grad_norm: 7.0427 2020-10-03 08:35:57,217 - mmaction - INFO - Epoch [73][2060/2825] lr: 7.500e-04, eta: 22:19:56, time: 0.956, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8380, loss_cls: 1.5413, loss: 1.5413, grad_norm: 7.0134 2020-10-03 08:36:18,981 - mmaction - INFO - Epoch [73][2080/2825] lr: 7.500e-04, eta: 22:19:36, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8302, loss_cls: 1.5572, loss: 1.5572, grad_norm: 6.9945 2020-10-03 08:36:38,711 - mmaction - INFO - Epoch [73][2100/2825] lr: 7.500e-04, eta: 22:19:14, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8289, loss_cls: 1.5649, loss: 1.5649, grad_norm: 6.9285 2020-10-03 08:36:59,575 - mmaction - INFO - Epoch [73][2120/2825] lr: 7.500e-04, eta: 22:18:53, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8385, loss_cls: 1.5336, loss: 1.5336, grad_norm: 7.0174 2020-10-03 08:37:21,309 - mmaction - INFO - Epoch [73][2140/2825] lr: 7.500e-04, eta: 22:18:33, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8359, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.9378 2020-10-03 08:37:42,576 - mmaction - INFO - Epoch [73][2160/2825] lr: 7.500e-04, eta: 22:18:12, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8281, loss_cls: 1.6263, loss: 1.6263, grad_norm: 7.3309 2020-10-03 08:38:03,150 - mmaction - INFO - Epoch [73][2180/2825] lr: 7.500e-04, eta: 22:17:51, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8349, loss_cls: 1.5658, loss: 1.5658, grad_norm: 6.9855 2020-10-03 08:38:23,992 - mmaction - INFO - Epoch [73][2200/2825] lr: 7.500e-04, eta: 22:17:30, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8503, loss_cls: 1.5173, loss: 1.5173, grad_norm: 6.9429 2020-10-03 08:38:44,151 - mmaction - INFO - Epoch [73][2220/2825] lr: 7.500e-04, eta: 22:17:09, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8404, loss_cls: 1.5197, loss: 1.5197, grad_norm: 6.9180 2020-10-03 08:39:04,538 - mmaction - INFO - Epoch [73][2240/2825] lr: 7.500e-04, eta: 22:16:48, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8383, loss_cls: 1.5220, loss: 1.5220, grad_norm: 7.0101 2020-10-03 08:39:25,087 - mmaction - INFO - Epoch [73][2260/2825] lr: 7.500e-04, eta: 22:16:27, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8398, loss_cls: 1.5324, loss: 1.5324, grad_norm: 6.9953 2020-10-03 08:39:45,364 - mmaction - INFO - Epoch [73][2280/2825] lr: 7.500e-04, eta: 22:16:06, time: 1.014, data_time: 0.003, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8378, loss_cls: 1.5256, loss: 1.5256, grad_norm: 6.9337 2020-10-03 08:40:06,521 - mmaction - INFO - Epoch [73][2300/2825] lr: 7.500e-04, eta: 22:15:45, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8479, loss_cls: 1.4886, loss: 1.4886, grad_norm: 6.9148 2020-10-03 08:40:27,156 - mmaction - INFO - Epoch [73][2320/2825] lr: 7.500e-04, eta: 22:15:24, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8352, loss_cls: 1.5933, loss: 1.5933, grad_norm: 7.0242 2020-10-03 08:40:47,544 - mmaction - INFO - Epoch [73][2340/2825] lr: 7.500e-04, eta: 22:15:03, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8445, loss_cls: 1.4937, loss: 1.4937, grad_norm: 6.8369 2020-10-03 08:41:09,245 - mmaction - INFO - Epoch [73][2360/2825] lr: 7.500e-04, eta: 22:14:43, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8346, loss_cls: 1.5856, loss: 1.5856, grad_norm: 7.0505 2020-10-03 08:41:28,622 - mmaction - INFO - Epoch [73][2380/2825] lr: 7.500e-04, eta: 22:14:21, time: 0.970, data_time: 0.010, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8396, loss_cls: 1.5385, loss: 1.5385, grad_norm: 6.9616 2020-10-03 08:41:48,823 - mmaction - INFO - Epoch [73][2400/2825] lr: 7.500e-04, eta: 22:14:00, time: 1.010, data_time: 0.055, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8445, loss_cls: 1.4920, loss: 1.4920, grad_norm: 6.9076 2020-10-03 08:42:09,579 - mmaction - INFO - Epoch [73][2420/2825] lr: 7.500e-04, eta: 22:13:39, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8461, loss_cls: 1.5531, loss: 1.5531, grad_norm: 7.1381 2020-10-03 08:42:30,502 - mmaction - INFO - Epoch [73][2440/2825] lr: 7.500e-04, eta: 22:13:18, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8495, loss_cls: 1.4854, loss: 1.4854, grad_norm: 6.8950 2020-10-03 08:42:51,379 - mmaction - INFO - Epoch [73][2460/2825] lr: 7.500e-04, eta: 22:12:57, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8417, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.9814 2020-10-03 08:43:11,748 - mmaction - INFO - Epoch [73][2480/2825] lr: 7.500e-04, eta: 22:12:36, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5462, loss: 1.5462, grad_norm: 6.9205 2020-10-03 08:43:31,725 - mmaction - INFO - Epoch [73][2500/2825] lr: 7.500e-04, eta: 22:12:15, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8255, loss_cls: 1.6065, loss: 1.6065, grad_norm: 7.0530 2020-10-03 08:43:53,515 - mmaction - INFO - Epoch [73][2520/2825] lr: 7.500e-04, eta: 22:11:55, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8508, loss_cls: 1.4962, loss: 1.4962, grad_norm: 6.9379 2020-10-03 08:44:13,824 - mmaction - INFO - Epoch [73][2540/2825] lr: 7.500e-04, eta: 22:11:34, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8404, loss_cls: 1.5111, loss: 1.5111, grad_norm: 6.9503 2020-10-03 08:44:33,455 - mmaction - INFO - Epoch [73][2560/2825] lr: 7.500e-04, eta: 22:11:12, time: 0.982, data_time: 0.074, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5303, loss: 1.5303, grad_norm: 6.9750 2020-10-03 08:44:55,231 - mmaction - INFO - Epoch [73][2580/2825] lr: 7.500e-04, eta: 22:10:52, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8349, loss_cls: 1.5456, loss: 1.5456, grad_norm: 7.0020 2020-10-03 08:45:15,294 - mmaction - INFO - Epoch [73][2600/2825] lr: 7.500e-04, eta: 22:10:31, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8427, loss_cls: 1.5249, loss: 1.5249, grad_norm: 6.9918 2020-10-03 08:45:36,637 - mmaction - INFO - Epoch [73][2620/2825] lr: 7.500e-04, eta: 22:10:10, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.6255, top5_acc: 0.8224, loss_cls: 1.5946, loss: 1.5946, grad_norm: 6.9473 2020-10-03 08:45:57,283 - mmaction - INFO - Epoch [73][2640/2825] lr: 7.500e-04, eta: 22:09:49, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8375, loss_cls: 1.5510, loss: 1.5510, grad_norm: 6.9988 2020-10-03 08:46:17,381 - mmaction - INFO - Epoch [73][2660/2825] lr: 7.500e-04, eta: 22:09:28, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8393, loss_cls: 1.5355, loss: 1.5355, grad_norm: 7.0916 2020-10-03 08:46:38,738 - mmaction - INFO - Epoch [73][2680/2825] lr: 7.500e-04, eta: 22:09:07, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8427, loss_cls: 1.5242, loss: 1.5242, grad_norm: 6.8750 2020-10-03 08:46:59,186 - mmaction - INFO - Epoch [73][2700/2825] lr: 7.500e-04, eta: 22:08:46, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8398, loss_cls: 1.5085, loss: 1.5085, grad_norm: 6.8739 2020-10-03 08:47:20,093 - mmaction - INFO - Epoch [73][2720/2825] lr: 7.500e-04, eta: 22:08:25, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8362, loss_cls: 1.5544, loss: 1.5544, grad_norm: 7.1017 2020-10-03 08:47:40,471 - mmaction - INFO - Epoch [73][2740/2825] lr: 7.500e-04, eta: 22:08:04, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8341, loss_cls: 1.5661, loss: 1.5661, grad_norm: 6.9615 2020-10-03 08:48:00,012 - mmaction - INFO - Epoch [73][2760/2825] lr: 7.500e-04, eta: 22:07:43, time: 0.976, data_time: 0.034, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8310, loss_cls: 1.5606, loss: 1.5606, grad_norm: 7.0449 2020-10-03 08:48:20,399 - mmaction - INFO - Epoch [73][2780/2825] lr: 7.500e-04, eta: 22:07:22, time: 1.021, data_time: 0.005, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8469, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.9652 2020-10-03 08:48:40,870 - mmaction - INFO - Epoch [73][2800/2825] lr: 7.500e-04, eta: 22:07:01, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8401, loss_cls: 1.5211, loss: 1.5211, grad_norm: 6.9374 2020-10-03 08:49:01,364 - mmaction - INFO - Epoch [73][2820/2825] lr: 7.500e-04, eta: 22:06:40, time: 1.025, data_time: 0.004, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8417, loss_cls: 1.5006, loss: 1.5006, grad_norm: 6.8906 2020-10-03 08:49:07,358 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-10-03 08:49:55,433 - mmaction - INFO - Epoch [74][20/2825] lr: 7.500e-04, eta: 22:06:21, time: 2.356, data_time: 1.208, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8307, loss_cls: 1.5755, loss: 1.5755, grad_norm: 7.0360 2020-10-03 08:50:17,282 - mmaction - INFO - Epoch [74][40/2825] lr: 7.500e-04, eta: 22:06:01, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8435, loss_cls: 1.4967, loss: 1.4967, grad_norm: 6.8672 2020-10-03 08:50:36,287 - mmaction - INFO - Epoch [74][60/2825] lr: 7.500e-04, eta: 22:05:39, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8336, loss_cls: 1.5304, loss: 1.5304, grad_norm: 6.8704 2020-10-03 08:50:57,565 - mmaction - INFO - Epoch [74][80/2825] lr: 7.500e-04, eta: 22:05:19, time: 1.064, data_time: 0.049, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8404, loss_cls: 1.5281, loss: 1.5281, grad_norm: 7.0084 2020-10-03 08:51:18,835 - mmaction - INFO - Epoch [74][100/2825] lr: 7.500e-04, eta: 22:04:58, time: 1.063, data_time: 0.084, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8409, loss_cls: 1.5011, loss: 1.5011, grad_norm: 6.7395 2020-10-03 08:51:39,260 - mmaction - INFO - Epoch [74][120/2825] lr: 7.500e-04, eta: 22:04:37, time: 1.021, data_time: 0.012, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8487, loss_cls: 1.4444, loss: 1.4444, grad_norm: 6.7270 2020-10-03 08:51:59,205 - mmaction - INFO - Epoch [74][140/2825] lr: 7.500e-04, eta: 22:04:16, time: 0.998, data_time: 0.093, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8401, loss_cls: 1.5412, loss: 1.5412, grad_norm: 7.0315 2020-10-03 08:52:19,691 - mmaction - INFO - Epoch [74][160/2825] lr: 7.500e-04, eta: 22:03:55, time: 1.024, data_time: 0.176, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8393, loss_cls: 1.5297, loss: 1.5297, grad_norm: 6.9696 2020-10-03 08:52:40,996 - mmaction - INFO - Epoch [74][180/2825] lr: 7.500e-04, eta: 22:03:34, time: 1.066, data_time: 0.010, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8445, loss_cls: 1.5416, loss: 1.5416, grad_norm: 6.9637 2020-10-03 08:53:02,094 - mmaction - INFO - Epoch [74][200/2825] lr: 7.500e-04, eta: 22:03:13, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8404, loss_cls: 1.5041, loss: 1.5041, grad_norm: 6.7950 2020-10-03 08:53:22,381 - mmaction - INFO - Epoch [74][220/2825] lr: 7.500e-04, eta: 22:02:52, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8378, loss_cls: 1.5319, loss: 1.5319, grad_norm: 6.9591 2020-10-03 08:53:42,706 - mmaction - INFO - Epoch [74][240/2825] lr: 7.500e-04, eta: 22:02:31, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8391, loss_cls: 1.4994, loss: 1.4994, grad_norm: 6.9517 2020-10-03 08:54:02,909 - mmaction - INFO - Epoch [74][260/2825] lr: 7.500e-04, eta: 22:02:10, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6271, top5_acc: 0.8279, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.9833 2020-10-03 08:54:23,838 - mmaction - INFO - Epoch [74][280/2825] lr: 7.500e-04, eta: 22:01:49, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8383, loss_cls: 1.5060, loss: 1.5060, grad_norm: 6.8153 2020-10-03 08:54:44,743 - mmaction - INFO - Epoch [74][300/2825] lr: 7.500e-04, eta: 22:01:28, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8448, loss_cls: 1.4946, loss: 1.4946, grad_norm: 6.9178 2020-10-03 08:55:06,386 - mmaction - INFO - Epoch [74][320/2825] lr: 7.500e-04, eta: 22:01:07, time: 1.082, data_time: 0.226, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8310, loss_cls: 1.5882, loss: 1.5882, grad_norm: 7.1699 2020-10-03 08:55:27,528 - mmaction - INFO - Epoch [74][340/2825] lr: 7.500e-04, eta: 22:00:47, time: 1.057, data_time: 0.105, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8378, loss_cls: 1.5556, loss: 1.5556, grad_norm: 7.0412 2020-10-03 08:55:47,150 - mmaction - INFO - Epoch [74][360/2825] lr: 7.500e-04, eta: 22:00:25, time: 0.982, data_time: 0.048, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8461, loss_cls: 1.4965, loss: 1.4965, grad_norm: 6.8254 2020-10-03 08:56:07,974 - mmaction - INFO - Epoch [74][380/2825] lr: 7.500e-04, eta: 22:00:05, time: 1.041, data_time: 0.145, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8417, loss_cls: 1.5225, loss: 1.5225, grad_norm: 7.0229 2020-10-03 08:56:28,650 - mmaction - INFO - Epoch [74][400/2825] lr: 7.500e-04, eta: 21:59:44, time: 1.033, data_time: 0.137, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8286, loss_cls: 1.5958, loss: 1.5958, grad_norm: 7.2179 2020-10-03 08:56:49,390 - mmaction - INFO - Epoch [74][420/2825] lr: 7.500e-04, eta: 21:59:23, time: 1.038, data_time: 0.115, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8271, loss_cls: 1.5763, loss: 1.5763, grad_norm: 7.1972 2020-10-03 08:57:10,711 - mmaction - INFO - Epoch [74][440/2825] lr: 7.500e-04, eta: 21:59:02, time: 1.066, data_time: 0.285, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.5475, loss: 1.5475, grad_norm: 7.0518 2020-10-03 08:57:30,210 - mmaction - INFO - Epoch [74][460/2825] lr: 7.500e-04, eta: 21:58:41, time: 0.976, data_time: 0.143, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8362, loss_cls: 1.5412, loss: 1.5412, grad_norm: 7.0290 2020-10-03 08:57:51,607 - mmaction - INFO - Epoch [74][480/2825] lr: 7.500e-04, eta: 21:58:20, time: 1.070, data_time: 0.165, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8401, loss_cls: 1.5203, loss: 1.5203, grad_norm: 6.8516 2020-10-03 08:58:12,398 - mmaction - INFO - Epoch [74][500/2825] lr: 7.500e-04, eta: 21:57:59, time: 1.039, data_time: 0.137, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8458, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.7965 2020-10-03 08:58:33,166 - mmaction - INFO - Epoch [74][520/2825] lr: 7.500e-04, eta: 21:57:38, time: 1.037, data_time: 0.037, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8354, loss_cls: 1.5871, loss: 1.5871, grad_norm: 7.0941 2020-10-03 08:58:53,405 - mmaction - INFO - Epoch [74][540/2825] lr: 7.500e-04, eta: 21:57:17, time: 1.013, data_time: 0.028, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8443, loss_cls: 1.5185, loss: 1.5185, grad_norm: 7.0022 2020-10-03 08:59:14,451 - mmaction - INFO - Epoch [74][560/2825] lr: 7.500e-04, eta: 21:56:56, time: 1.052, data_time: 0.283, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8349, loss_cls: 1.5360, loss: 1.5360, grad_norm: 6.9399 2020-10-03 08:59:34,978 - mmaction - INFO - Epoch [74][580/2825] lr: 7.500e-04, eta: 21:56:35, time: 1.026, data_time: 0.090, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8367, loss_cls: 1.5588, loss: 1.5588, grad_norm: 6.8836 2020-10-03 08:59:57,537 - mmaction - INFO - Epoch [74][600/2825] lr: 7.500e-04, eta: 21:56:15, time: 1.128, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8492, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.7942 2020-10-03 09:00:20,873 - mmaction - INFO - Epoch [74][620/2825] lr: 7.500e-04, eta: 21:55:55, time: 1.167, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8328, loss_cls: 1.5135, loss: 1.5135, grad_norm: 6.9275 2020-10-03 09:00:40,828 - mmaction - INFO - Epoch [74][640/2825] lr: 7.500e-04, eta: 21:55:34, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8414, loss_cls: 1.5215, loss: 1.5215, grad_norm: 6.9926 2020-10-03 09:01:01,723 - mmaction - INFO - Epoch [74][660/2825] lr: 7.500e-04, eta: 21:55:13, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5951, loss: 1.5951, grad_norm: 7.1025 2020-10-03 09:01:22,725 - mmaction - INFO - Epoch [74][680/2825] lr: 7.500e-04, eta: 21:54:52, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8432, loss_cls: 1.5203, loss: 1.5203, grad_norm: 7.0059 2020-10-03 09:01:42,213 - mmaction - INFO - Epoch [74][700/2825] lr: 7.500e-04, eta: 21:54:31, time: 0.975, data_time: 0.001, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8464, loss_cls: 1.4750, loss: 1.4750, grad_norm: 6.8229 2020-10-03 09:02:02,578 - mmaction - INFO - Epoch [74][720/2825] lr: 7.500e-04, eta: 21:54:10, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8414, loss_cls: 1.5313, loss: 1.5313, grad_norm: 7.0695 2020-10-03 09:02:23,848 - mmaction - INFO - Epoch [74][740/2825] lr: 7.500e-04, eta: 21:53:49, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8401, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.9130 2020-10-03 09:02:45,106 - mmaction - INFO - Epoch [74][760/2825] lr: 7.500e-04, eta: 21:53:28, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8469, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.8945 2020-10-03 09:03:04,934 - mmaction - INFO - Epoch [74][780/2825] lr: 7.500e-04, eta: 21:53:07, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4957, loss: 1.4957, grad_norm: 7.0061 2020-10-03 09:03:26,545 - mmaction - INFO - Epoch [74][800/2825] lr: 7.500e-04, eta: 21:52:46, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8430, loss_cls: 1.5127, loss: 1.5127, grad_norm: 6.9663 2020-10-03 09:03:47,619 - mmaction - INFO - Epoch [74][820/2825] lr: 7.500e-04, eta: 21:52:25, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8339, loss_cls: 1.5700, loss: 1.5700, grad_norm: 7.0932 2020-10-03 09:04:06,972 - mmaction - INFO - Epoch [74][840/2825] lr: 7.500e-04, eta: 21:52:04, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8328, loss_cls: 1.5560, loss: 1.5560, grad_norm: 7.0601 2020-10-03 09:04:28,643 - mmaction - INFO - Epoch [74][860/2825] lr: 7.500e-04, eta: 21:51:43, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8385, loss_cls: 1.5541, loss: 1.5541, grad_norm: 7.0150 2020-10-03 09:04:49,956 - mmaction - INFO - Epoch [74][880/2825] lr: 7.500e-04, eta: 21:51:23, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8362, loss_cls: 1.5122, loss: 1.5122, grad_norm: 6.8715 2020-10-03 09:05:09,905 - mmaction - INFO - Epoch [74][900/2825] lr: 7.500e-04, eta: 21:51:02, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8326, loss_cls: 1.5721, loss: 1.5721, grad_norm: 7.1693 2020-10-03 09:05:30,905 - mmaction - INFO - Epoch [74][920/2825] lr: 7.500e-04, eta: 21:50:41, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8388, loss_cls: 1.5430, loss: 1.5430, grad_norm: 7.0445 2020-10-03 09:05:51,955 - mmaction - INFO - Epoch [74][940/2825] lr: 7.500e-04, eta: 21:50:20, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8391, loss_cls: 1.5624, loss: 1.5624, grad_norm: 7.0892 2020-10-03 09:06:12,025 - mmaction - INFO - Epoch [74][960/2825] lr: 7.500e-04, eta: 21:49:59, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8315, loss_cls: 1.5472, loss: 1.5472, grad_norm: 7.0427 2020-10-03 09:06:32,222 - mmaction - INFO - Epoch [74][980/2825] lr: 7.500e-04, eta: 21:49:38, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8510, loss_cls: 1.4679, loss: 1.4679, grad_norm: 6.9566 2020-10-03 09:06:52,775 - mmaction - INFO - Epoch [74][1000/2825] lr: 7.500e-04, eta: 21:49:17, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8385, loss_cls: 1.5893, loss: 1.5893, grad_norm: 7.2598 2020-10-03 09:07:13,883 - mmaction - INFO - Epoch [74][1020/2825] lr: 7.500e-04, eta: 21:48:56, time: 1.057, data_time: 0.088, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8289, loss_cls: 1.5738, loss: 1.5738, grad_norm: 7.0093 2020-10-03 09:07:34,327 - mmaction - INFO - Epoch [74][1040/2825] lr: 7.500e-04, eta: 21:48:35, time: 1.022, data_time: 0.144, memory: 8353, top1_acc: 0.6268, top5_acc: 0.8349, loss_cls: 1.5730, loss: 1.5730, grad_norm: 7.0372 2020-10-03 09:07:54,798 - mmaction - INFO - Epoch [74][1060/2825] lr: 7.500e-04, eta: 21:48:14, time: 1.023, data_time: 0.171, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8453, loss_cls: 1.5261, loss: 1.5261, grad_norm: 6.9766 2020-10-03 09:08:14,401 - mmaction - INFO - Epoch [74][1080/2825] lr: 7.500e-04, eta: 21:47:52, time: 0.980, data_time: 0.163, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8336, loss_cls: 1.5469, loss: 1.5469, grad_norm: 6.8905 2020-10-03 09:08:36,025 - mmaction - INFO - Epoch [74][1100/2825] lr: 7.500e-04, eta: 21:47:32, time: 1.083, data_time: 0.163, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8401, loss_cls: 1.5287, loss: 1.5287, grad_norm: 6.9684 2020-10-03 09:08:56,035 - mmaction - INFO - Epoch [74][1120/2825] lr: 7.500e-04, eta: 21:47:11, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8341, loss_cls: 1.5722, loss: 1.5722, grad_norm: 7.1568 2020-10-03 09:09:16,335 - mmaction - INFO - Epoch [74][1140/2825] lr: 7.500e-04, eta: 21:46:50, time: 1.014, data_time: 0.026, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8242, loss_cls: 1.5799, loss: 1.5799, grad_norm: 7.1295 2020-10-03 09:09:37,024 - mmaction - INFO - Epoch [74][1160/2825] lr: 7.500e-04, eta: 21:46:29, time: 1.034, data_time: 0.329, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8380, loss_cls: 1.5462, loss: 1.5462, grad_norm: 6.9919 2020-10-03 09:09:57,399 - mmaction - INFO - Epoch [74][1180/2825] lr: 7.500e-04, eta: 21:46:08, time: 1.019, data_time: 0.009, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8424, loss_cls: 1.5338, loss: 1.5338, grad_norm: 6.8864 2020-10-03 09:10:17,698 - mmaction - INFO - Epoch [74][1200/2825] lr: 7.500e-04, eta: 21:45:47, time: 1.015, data_time: 0.111, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8354, loss_cls: 1.5267, loss: 1.5267, grad_norm: 6.9854 2020-10-03 09:10:39,346 - mmaction - INFO - Epoch [74][1220/2825] lr: 7.500e-04, eta: 21:45:26, time: 1.083, data_time: 0.136, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8346, loss_cls: 1.5289, loss: 1.5289, grad_norm: 6.8978 2020-10-03 09:11:01,667 - mmaction - INFO - Epoch [74][1240/2825] lr: 7.500e-04, eta: 21:45:06, time: 1.116, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8352, loss_cls: 1.5508, loss: 1.5508, grad_norm: 6.9762 2020-10-03 09:11:21,672 - mmaction - INFO - Epoch [74][1260/2825] lr: 7.500e-04, eta: 21:44:44, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5525, loss: 1.5525, grad_norm: 7.0272 2020-10-03 09:11:42,528 - mmaction - INFO - Epoch [74][1280/2825] lr: 7.500e-04, eta: 21:44:24, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8503, loss_cls: 1.4889, loss: 1.4889, grad_norm: 6.9153 2020-10-03 09:12:03,009 - mmaction - INFO - Epoch [74][1300/2825] lr: 7.500e-04, eta: 21:44:03, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8409, loss_cls: 1.5507, loss: 1.5507, grad_norm: 7.0982 2020-10-03 09:12:24,172 - mmaction - INFO - Epoch [74][1320/2825] lr: 7.500e-04, eta: 21:43:42, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8253, loss_cls: 1.5823, loss: 1.5823, grad_norm: 7.1590 2020-10-03 09:12:44,810 - mmaction - INFO - Epoch [74][1340/2825] lr: 7.500e-04, eta: 21:43:21, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8430, loss_cls: 1.4968, loss: 1.4968, grad_norm: 6.8981 2020-10-03 09:13:06,505 - mmaction - INFO - Epoch [74][1360/2825] lr: 7.500e-04, eta: 21:43:00, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8359, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.9666 2020-10-03 09:13:26,516 - mmaction - INFO - Epoch [74][1380/2825] lr: 7.500e-04, eta: 21:42:39, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8432, loss_cls: 1.5243, loss: 1.5243, grad_norm: 6.9192 2020-10-03 09:13:48,017 - mmaction - INFO - Epoch [74][1400/2825] lr: 7.500e-04, eta: 21:42:18, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8435, loss_cls: 1.5433, loss: 1.5433, grad_norm: 7.0041 2020-10-03 09:14:08,095 - mmaction - INFO - Epoch [74][1420/2825] lr: 7.500e-04, eta: 21:41:57, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8385, loss_cls: 1.5339, loss: 1.5339, grad_norm: 6.9268 2020-10-03 09:14:29,479 - mmaction - INFO - Epoch [74][1440/2825] lr: 7.500e-04, eta: 21:41:37, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8398, loss_cls: 1.5435, loss: 1.5435, grad_norm: 6.9213 2020-10-03 09:14:49,024 - mmaction - INFO - Epoch [74][1460/2825] lr: 7.500e-04, eta: 21:41:15, time: 0.978, data_time: 0.003, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8484, loss_cls: 1.4955, loss: 1.4955, grad_norm: 6.9610 2020-10-03 09:15:09,866 - mmaction - INFO - Epoch [74][1480/2825] lr: 7.500e-04, eta: 21:40:54, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8401, loss_cls: 1.5153, loss: 1.5153, grad_norm: 6.8553 2020-10-03 09:15:31,005 - mmaction - INFO - Epoch [74][1500/2825] lr: 7.500e-04, eta: 21:40:34, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8424, loss_cls: 1.5018, loss: 1.5018, grad_norm: 6.9601 2020-10-03 09:15:50,665 - mmaction - INFO - Epoch [74][1520/2825] lr: 7.500e-04, eta: 21:40:12, time: 0.984, data_time: 0.003, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8315, loss_cls: 1.5436, loss: 1.5436, grad_norm: 6.9377 2020-10-03 09:16:12,098 - mmaction - INFO - Epoch [74][1540/2825] lr: 7.500e-04, eta: 21:39:52, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8388, loss_cls: 1.5450, loss: 1.5450, grad_norm: 7.1261 2020-10-03 09:16:32,701 - mmaction - INFO - Epoch [74][1560/2825] lr: 7.500e-04, eta: 21:39:31, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8370, loss_cls: 1.5504, loss: 1.5504, grad_norm: 6.9918 2020-10-03 09:16:53,208 - mmaction - INFO - Epoch [74][1580/2825] lr: 7.500e-04, eta: 21:39:10, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8346, loss_cls: 1.5509, loss: 1.5509, grad_norm: 6.8673 2020-10-03 09:17:14,639 - mmaction - INFO - Epoch [74][1600/2825] lr: 7.500e-04, eta: 21:38:49, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8430, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.8592 2020-10-03 09:17:34,974 - mmaction - INFO - Epoch [74][1620/2825] lr: 7.500e-04, eta: 21:38:28, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8320, loss_cls: 1.5517, loss: 1.5517, grad_norm: 7.0859 2020-10-03 09:17:55,531 - mmaction - INFO - Epoch [74][1640/2825] lr: 7.500e-04, eta: 21:38:07, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.9801 2020-10-03 09:18:16,115 - mmaction - INFO - Epoch [74][1660/2825] lr: 7.500e-04, eta: 21:37:46, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8432, loss_cls: 1.4979, loss: 1.4979, grad_norm: 6.7895 2020-10-03 09:18:36,751 - mmaction - INFO - Epoch [74][1680/2825] lr: 7.500e-04, eta: 21:37:25, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6208, top5_acc: 0.8305, loss_cls: 1.6081, loss: 1.6081, grad_norm: 7.0981 2020-10-03 09:18:56,943 - mmaction - INFO - Epoch [74][1700/2825] lr: 7.500e-04, eta: 21:37:04, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8362, loss_cls: 1.5407, loss: 1.5407, grad_norm: 6.9535 2020-10-03 09:19:18,431 - mmaction - INFO - Epoch [74][1720/2825] lr: 7.500e-04, eta: 21:36:43, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8370, loss_cls: 1.5276, loss: 1.5276, grad_norm: 7.0506 2020-10-03 09:19:37,870 - mmaction - INFO - Epoch [74][1740/2825] lr: 7.500e-04, eta: 21:36:22, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8378, loss_cls: 1.5281, loss: 1.5281, grad_norm: 7.0329 2020-10-03 09:19:59,030 - mmaction - INFO - Epoch [74][1760/2825] lr: 7.500e-04, eta: 21:36:01, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5737, loss: 1.5737, grad_norm: 7.0328 2020-10-03 09:20:20,248 - mmaction - INFO - Epoch [74][1780/2825] lr: 7.500e-04, eta: 21:35:40, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8437, loss_cls: 1.5265, loss: 1.5265, grad_norm: 6.9835 2020-10-03 09:20:40,931 - mmaction - INFO - Epoch [74][1800/2825] lr: 7.500e-04, eta: 21:35:19, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8424, loss_cls: 1.4910, loss: 1.4910, grad_norm: 6.9426 2020-10-03 09:21:00,634 - mmaction - INFO - Epoch [74][1820/2825] lr: 7.500e-04, eta: 21:34:58, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8362, loss_cls: 1.5382, loss: 1.5382, grad_norm: 7.0226 2020-10-03 09:21:22,025 - mmaction - INFO - Epoch [74][1840/2825] lr: 7.500e-04, eta: 21:34:37, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8388, loss_cls: 1.5257, loss: 1.5257, grad_norm: 6.8870 2020-10-03 09:21:41,175 - mmaction - INFO - Epoch [74][1860/2825] lr: 7.500e-04, eta: 21:34:16, time: 0.958, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.6096, loss: 1.6096, grad_norm: 7.0860 2020-10-03 09:22:02,150 - mmaction - INFO - Epoch [74][1880/2825] lr: 7.500e-04, eta: 21:33:55, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8396, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.9506 2020-10-03 09:22:22,955 - mmaction - INFO - Epoch [74][1900/2825] lr: 7.500e-04, eta: 21:33:34, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5410, loss: 1.5410, grad_norm: 6.9388 2020-10-03 09:22:43,400 - mmaction - INFO - Epoch [74][1920/2825] lr: 7.500e-04, eta: 21:33:13, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8354, loss_cls: 1.5430, loss: 1.5430, grad_norm: 6.9026 2020-10-03 09:23:03,850 - mmaction - INFO - Epoch [74][1940/2825] lr: 7.500e-04, eta: 21:32:52, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4851, loss: 1.4851, grad_norm: 6.9324 2020-10-03 09:23:25,055 - mmaction - INFO - Epoch [74][1960/2825] lr: 7.500e-04, eta: 21:32:31, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.5161, loss: 1.5161, grad_norm: 6.9468 2020-10-03 09:23:45,481 - mmaction - INFO - Epoch [74][1980/2825] lr: 7.500e-04, eta: 21:32:10, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8294, loss_cls: 1.5564, loss: 1.5564, grad_norm: 6.9947 2020-10-03 09:24:06,009 - mmaction - INFO - Epoch [74][2000/2825] lr: 7.500e-04, eta: 21:31:49, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8294, loss_cls: 1.5522, loss: 1.5522, grad_norm: 7.1409 2020-10-03 09:24:26,875 - mmaction - INFO - Epoch [74][2020/2825] lr: 7.500e-04, eta: 21:31:28, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.5236, loss: 1.5236, grad_norm: 6.9224 2020-10-03 09:24:48,157 - mmaction - INFO - Epoch [74][2040/2825] lr: 7.500e-04, eta: 21:31:08, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5993, loss: 1.5993, grad_norm: 7.0716 2020-10-03 09:25:08,725 - mmaction - INFO - Epoch [74][2060/2825] lr: 7.500e-04, eta: 21:30:47, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8409, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.9339 2020-10-03 09:25:28,939 - mmaction - INFO - Epoch [74][2080/2825] lr: 7.500e-04, eta: 21:30:26, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8378, loss_cls: 1.5137, loss: 1.5137, grad_norm: 6.8805 2020-10-03 09:25:49,786 - mmaction - INFO - Epoch [74][2100/2825] lr: 7.500e-04, eta: 21:30:05, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6221, top5_acc: 0.8294, loss_cls: 1.6238, loss: 1.6238, grad_norm: 7.1185 2020-10-03 09:26:11,493 - mmaction - INFO - Epoch [74][2120/2825] lr: 7.500e-04, eta: 21:29:44, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8224, loss_cls: 1.6022, loss: 1.6022, grad_norm: 7.1883 2020-10-03 09:26:31,223 - mmaction - INFO - Epoch [74][2140/2825] lr: 7.500e-04, eta: 21:29:23, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8458, loss_cls: 1.5342, loss: 1.5342, grad_norm: 6.9739 2020-10-03 09:26:51,670 - mmaction - INFO - Epoch [74][2160/2825] lr: 7.500e-04, eta: 21:29:02, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.0611 2020-10-03 09:27:14,078 - mmaction - INFO - Epoch [74][2180/2825] lr: 7.500e-04, eta: 21:28:42, time: 1.121, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8484, loss_cls: 1.4860, loss: 1.4860, grad_norm: 6.9548 2020-10-03 09:27:34,031 - mmaction - INFO - Epoch [74][2200/2825] lr: 7.500e-04, eta: 21:28:20, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8367, loss_cls: 1.5274, loss: 1.5274, grad_norm: 7.0129 2020-10-03 09:27:54,932 - mmaction - INFO - Epoch [74][2220/2825] lr: 7.500e-04, eta: 21:28:00, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8365, loss_cls: 1.5402, loss: 1.5402, grad_norm: 6.9799 2020-10-03 09:28:15,187 - mmaction - INFO - Epoch [74][2240/2825] lr: 7.500e-04, eta: 21:27:38, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8464, loss_cls: 1.5357, loss: 1.5357, grad_norm: 6.9933 2020-10-03 09:28:36,220 - mmaction - INFO - Epoch [74][2260/2825] lr: 7.500e-04, eta: 21:27:18, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8276, loss_cls: 1.5717, loss: 1.5717, grad_norm: 7.0329 2020-10-03 09:28:55,691 - mmaction - INFO - Epoch [74][2280/2825] lr: 7.500e-04, eta: 21:26:56, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8443, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.2012 2020-10-03 09:29:16,786 - mmaction - INFO - Epoch [74][2300/2825] lr: 7.500e-04, eta: 21:26:35, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8383, loss_cls: 1.5462, loss: 1.5462, grad_norm: 7.1587 2020-10-03 09:29:38,279 - mmaction - INFO - Epoch [74][2320/2825] lr: 7.500e-04, eta: 21:26:15, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8354, loss_cls: 1.5240, loss: 1.5240, grad_norm: 6.9528 2020-10-03 09:29:57,155 - mmaction - INFO - Epoch [74][2340/2825] lr: 7.500e-04, eta: 21:25:53, time: 0.944, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8341, loss_cls: 1.5549, loss: 1.5549, grad_norm: 7.0914 2020-10-03 09:30:19,399 - mmaction - INFO - Epoch [74][2360/2825] lr: 7.500e-04, eta: 21:25:33, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8448, loss_cls: 1.5006, loss: 1.5006, grad_norm: 6.8226 2020-10-03 09:30:40,802 - mmaction - INFO - Epoch [74][2380/2825] lr: 7.500e-04, eta: 21:25:12, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8388, loss_cls: 1.5365, loss: 1.5365, grad_norm: 6.9744 2020-10-03 09:31:01,089 - mmaction - INFO - Epoch [74][2400/2825] lr: 7.500e-04, eta: 21:24:51, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8349, loss_cls: 1.5341, loss: 1.5341, grad_norm: 7.0163 2020-10-03 09:31:21,029 - mmaction - INFO - Epoch [74][2420/2825] lr: 7.500e-04, eta: 21:24:30, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8388, loss_cls: 1.5145, loss: 1.5145, grad_norm: 6.9602 2020-10-03 09:31:42,724 - mmaction - INFO - Epoch [74][2440/2825] lr: 7.500e-04, eta: 21:24:09, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8453, loss_cls: 1.4946, loss: 1.4946, grad_norm: 6.9002 2020-10-03 09:32:02,714 - mmaction - INFO - Epoch [74][2460/2825] lr: 7.500e-04, eta: 21:23:48, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8286, loss_cls: 1.5686, loss: 1.5686, grad_norm: 7.1413 2020-10-03 09:32:23,568 - mmaction - INFO - Epoch [74][2480/2825] lr: 7.500e-04, eta: 21:23:27, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8430, loss_cls: 1.4886, loss: 1.4886, grad_norm: 6.9546 2020-10-03 09:32:43,952 - mmaction - INFO - Epoch [74][2500/2825] lr: 7.500e-04, eta: 21:23:06, time: 1.019, data_time: 0.023, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8448, loss_cls: 1.4841, loss: 1.4841, grad_norm: 6.9231 2020-10-03 09:33:04,652 - mmaction - INFO - Epoch [74][2520/2825] lr: 7.500e-04, eta: 21:22:45, time: 1.034, data_time: 0.321, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8378, loss_cls: 1.5509, loss: 1.5509, grad_norm: 7.1001 2020-10-03 09:33:26,764 - mmaction - INFO - Epoch [74][2540/2825] lr: 7.500e-04, eta: 21:22:25, time: 1.106, data_time: 0.042, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8495, loss_cls: 1.4790, loss: 1.4790, grad_norm: 6.8713 2020-10-03 09:33:46,734 - mmaction - INFO - Epoch [74][2560/2825] lr: 7.500e-04, eta: 21:22:04, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8417, loss_cls: 1.5219, loss: 1.5219, grad_norm: 6.8993 2020-10-03 09:34:06,818 - mmaction - INFO - Epoch [74][2580/2825] lr: 7.500e-04, eta: 21:21:43, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8323, loss_cls: 1.5671, loss: 1.5671, grad_norm: 6.9763 2020-10-03 09:34:27,329 - mmaction - INFO - Epoch [74][2600/2825] lr: 7.500e-04, eta: 21:21:22, time: 1.026, data_time: 0.187, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8456, loss_cls: 1.4925, loss: 1.4925, grad_norm: 6.8967 2020-10-03 09:34:49,588 - mmaction - INFO - Epoch [74][2620/2825] lr: 7.500e-04, eta: 21:21:01, time: 1.113, data_time: 0.164, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8497, loss_cls: 1.5036, loss: 1.5036, grad_norm: 6.9152 2020-10-03 09:35:10,666 - mmaction - INFO - Epoch [74][2640/2825] lr: 7.500e-04, eta: 21:20:40, time: 1.053, data_time: 0.052, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8362, loss_cls: 1.5460, loss: 1.5460, grad_norm: 7.1699 2020-10-03 09:35:30,856 - mmaction - INFO - Epoch [74][2660/2825] lr: 7.500e-04, eta: 21:20:19, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8451, loss_cls: 1.4996, loss: 1.4996, grad_norm: 6.9135 2020-10-03 09:35:51,236 - mmaction - INFO - Epoch [74][2680/2825] lr: 7.500e-04, eta: 21:19:58, time: 1.020, data_time: 0.003, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8258, loss_cls: 1.6095, loss: 1.6095, grad_norm: 7.1897 2020-10-03 09:36:12,645 - mmaction - INFO - Epoch [74][2700/2825] lr: 7.500e-04, eta: 21:19:37, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8320, loss_cls: 1.5680, loss: 1.5680, grad_norm: 7.0430 2020-10-03 09:36:32,820 - mmaction - INFO - Epoch [74][2720/2825] lr: 7.500e-04, eta: 21:19:16, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8378, loss_cls: 1.5487, loss: 1.5487, grad_norm: 7.1259 2020-10-03 09:36:53,677 - mmaction - INFO - Epoch [74][2740/2825] lr: 7.500e-04, eta: 21:18:56, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8380, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.1272 2020-10-03 09:37:15,414 - mmaction - INFO - Epoch [74][2760/2825] lr: 7.500e-04, eta: 21:18:35, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8326, loss_cls: 1.5666, loss: 1.5666, grad_norm: 6.9995 2020-10-03 09:37:35,249 - mmaction - INFO - Epoch [74][2780/2825] lr: 7.500e-04, eta: 21:18:14, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8419, loss_cls: 1.5153, loss: 1.5153, grad_norm: 6.9801 2020-10-03 09:37:56,136 - mmaction - INFO - Epoch [74][2800/2825] lr: 7.500e-04, eta: 21:17:53, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8419, loss_cls: 1.5104, loss: 1.5104, grad_norm: 7.0371 2020-10-03 09:38:15,833 - mmaction - INFO - Epoch [74][2820/2825] lr: 7.500e-04, eta: 21:17:32, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8417, loss_cls: 1.5216, loss: 1.5216, grad_norm: 7.0425 2020-10-03 09:38:22,429 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-10-03 09:39:09,987 - mmaction - INFO - Epoch [75][20/2825] lr: 7.500e-04, eta: 21:17:13, time: 2.326, data_time: 1.601, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5378, loss: 1.5378, grad_norm: 6.9812 2020-10-03 09:39:31,641 - mmaction - INFO - Epoch [75][40/2825] lr: 7.500e-04, eta: 21:16:52, time: 1.084, data_time: 0.314, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8443, loss_cls: 1.5199, loss: 1.5199, grad_norm: 6.9680 2020-10-03 09:39:51,475 - mmaction - INFO - Epoch [75][60/2825] lr: 7.500e-04, eta: 21:16:31, time: 0.992, data_time: 0.245, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8339, loss_cls: 1.5421, loss: 1.5421, grad_norm: 7.1326 2020-10-03 09:40:12,231 - mmaction - INFO - Epoch [75][80/2825] lr: 7.500e-04, eta: 21:16:10, time: 1.036, data_time: 0.153, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8419, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.8201 2020-10-03 09:40:33,518 - mmaction - INFO - Epoch [75][100/2825] lr: 7.500e-04, eta: 21:15:49, time: 1.065, data_time: 0.006, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8411, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.9493 2020-10-03 09:40:54,027 - mmaction - INFO - Epoch [75][120/2825] lr: 7.500e-04, eta: 21:15:28, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8424, loss_cls: 1.5197, loss: 1.5197, grad_norm: 6.9562 2020-10-03 09:41:15,766 - mmaction - INFO - Epoch [75][140/2825] lr: 7.500e-04, eta: 21:15:08, time: 1.088, data_time: 0.003, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8385, loss_cls: 1.5308, loss: 1.5308, grad_norm: 7.1058 2020-10-03 09:41:37,038 - mmaction - INFO - Epoch [75][160/2825] lr: 7.500e-04, eta: 21:14:47, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8388, loss_cls: 1.5265, loss: 1.5265, grad_norm: 7.0657 2020-10-03 09:41:55,320 - mmaction - INFO - Epoch [75][180/2825] lr: 7.500e-04, eta: 21:14:25, time: 0.914, data_time: 0.003, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4474, loss: 1.4474, grad_norm: 6.8013 2020-10-03 09:42:16,903 - mmaction - INFO - Epoch [75][200/2825] lr: 7.500e-04, eta: 21:14:04, time: 1.079, data_time: 0.282, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8440, loss_cls: 1.5229, loss: 1.5229, grad_norm: 7.0989 2020-10-03 09:42:36,137 - mmaction - INFO - Epoch [75][220/2825] lr: 7.500e-04, eta: 21:13:43, time: 0.962, data_time: 0.328, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8349, loss_cls: 1.5475, loss: 1.5475, grad_norm: 6.9771 2020-10-03 09:42:58,308 - mmaction - INFO - Epoch [75][240/2825] lr: 7.500e-04, eta: 21:13:23, time: 1.108, data_time: 0.403, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8419, loss_cls: 1.4722, loss: 1.4722, grad_norm: 6.9678 2020-10-03 09:43:20,515 - mmaction - INFO - Epoch [75][260/2825] lr: 7.500e-04, eta: 21:13:02, time: 1.111, data_time: 0.380, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8372, loss_cls: 1.5317, loss: 1.5317, grad_norm: 6.9972 2020-10-03 09:43:40,040 - mmaction - INFO - Epoch [75][280/2825] lr: 7.500e-04, eta: 21:12:41, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8471, loss_cls: 1.4551, loss: 1.4551, grad_norm: 6.8249 2020-10-03 09:44:00,169 - mmaction - INFO - Epoch [75][300/2825] lr: 7.500e-04, eta: 21:12:20, time: 1.007, data_time: 0.009, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8396, loss_cls: 1.5202, loss: 1.5202, grad_norm: 6.8454 2020-10-03 09:44:21,283 - mmaction - INFO - Epoch [75][320/2825] lr: 7.500e-04, eta: 21:11:59, time: 1.055, data_time: 0.020, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8307, loss_cls: 1.5421, loss: 1.5421, grad_norm: 7.0390 2020-10-03 09:44:41,966 - mmaction - INFO - Epoch [75][340/2825] lr: 7.500e-04, eta: 21:11:38, time: 1.034, data_time: 0.091, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8448, loss_cls: 1.5364, loss: 1.5364, grad_norm: 7.0080 2020-10-03 09:45:02,548 - mmaction - INFO - Epoch [75][360/2825] lr: 7.500e-04, eta: 21:11:17, time: 1.030, data_time: 0.108, memory: 8353, top1_acc: 0.6229, top5_acc: 0.8221, loss_cls: 1.6215, loss: 1.6215, grad_norm: 7.1766 2020-10-03 09:45:23,556 - mmaction - INFO - Epoch [75][380/2825] lr: 7.500e-04, eta: 21:10:56, time: 1.050, data_time: 0.029, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8505, loss_cls: 1.4877, loss: 1.4877, grad_norm: 6.9388 2020-10-03 09:45:45,154 - mmaction - INFO - Epoch [75][400/2825] lr: 7.500e-04, eta: 21:10:36, time: 1.079, data_time: 0.248, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8505, loss_cls: 1.4968, loss: 1.4968, grad_norm: 7.0501 2020-10-03 09:46:05,627 - mmaction - INFO - Epoch [75][420/2825] lr: 7.500e-04, eta: 21:10:15, time: 1.024, data_time: 0.398, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8331, loss_cls: 1.5475, loss: 1.5475, grad_norm: 7.1149 2020-10-03 09:46:25,086 - mmaction - INFO - Epoch [75][440/2825] lr: 7.500e-04, eta: 21:09:53, time: 0.973, data_time: 0.352, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8302, loss_cls: 1.5725, loss: 1.5725, grad_norm: 7.0107 2020-10-03 09:46:47,191 - mmaction - INFO - Epoch [75][460/2825] lr: 7.500e-04, eta: 21:09:33, time: 1.105, data_time: 0.312, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8510, loss_cls: 1.4671, loss: 1.4671, grad_norm: 6.9826 2020-10-03 09:47:07,882 - mmaction - INFO - Epoch [75][480/2825] lr: 7.500e-04, eta: 21:09:12, time: 1.035, data_time: 0.288, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8422, loss_cls: 1.4839, loss: 1.4839, grad_norm: 6.9291 2020-10-03 09:47:27,777 - mmaction - INFO - Epoch [75][500/2825] lr: 7.500e-04, eta: 21:08:51, time: 0.994, data_time: 0.169, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8375, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.9977 2020-10-03 09:47:48,921 - mmaction - INFO - Epoch [75][520/2825] lr: 7.500e-04, eta: 21:08:30, time: 1.057, data_time: 0.210, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8464, loss_cls: 1.4808, loss: 1.4808, grad_norm: 7.0613 2020-10-03 09:48:09,822 - mmaction - INFO - Epoch [75][540/2825] lr: 7.500e-04, eta: 21:08:09, time: 1.044, data_time: 0.082, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8471, loss_cls: 1.4961, loss: 1.4961, grad_norm: 6.9507 2020-10-03 09:48:31,343 - mmaction - INFO - Epoch [75][560/2825] lr: 7.500e-04, eta: 21:07:48, time: 1.077, data_time: 0.148, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8411, loss_cls: 1.5194, loss: 1.5194, grad_norm: 6.9619 2020-10-03 09:48:52,409 - mmaction - INFO - Epoch [75][580/2825] lr: 7.500e-04, eta: 21:07:28, time: 1.053, data_time: 0.114, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8458, loss_cls: 1.4827, loss: 1.4827, grad_norm: 6.9686 2020-10-03 09:49:13,782 - mmaction - INFO - Epoch [75][600/2825] lr: 7.500e-04, eta: 21:07:07, time: 1.069, data_time: 0.263, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8461, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.9257 2020-10-03 09:49:33,880 - mmaction - INFO - Epoch [75][620/2825] lr: 7.500e-04, eta: 21:06:46, time: 1.004, data_time: 0.335, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8411, loss_cls: 1.4847, loss: 1.4847, grad_norm: 7.0079 2020-10-03 09:49:54,636 - mmaction - INFO - Epoch [75][640/2825] lr: 7.500e-04, eta: 21:06:25, time: 1.039, data_time: 0.414, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8279, loss_cls: 1.5990, loss: 1.5990, grad_norm: 7.0775 2020-10-03 09:50:14,713 - mmaction - INFO - Epoch [75][660/2825] lr: 7.500e-04, eta: 21:06:04, time: 1.003, data_time: 0.278, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8451, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.8051 2020-10-03 09:50:35,589 - mmaction - INFO - Epoch [75][680/2825] lr: 7.500e-04, eta: 21:05:43, time: 1.044, data_time: 0.097, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8305, loss_cls: 1.5685, loss: 1.5685, grad_norm: 6.9784 2020-10-03 09:50:56,863 - mmaction - INFO - Epoch [75][700/2825] lr: 7.500e-04, eta: 21:05:22, time: 1.064, data_time: 0.084, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8367, loss_cls: 1.5483, loss: 1.5483, grad_norm: 7.0806 2020-10-03 09:51:17,804 - mmaction - INFO - Epoch [75][720/2825] lr: 7.500e-04, eta: 21:05:01, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8372, loss_cls: 1.5514, loss: 1.5514, grad_norm: 7.0902 2020-10-03 09:51:38,046 - mmaction - INFO - Epoch [75][740/2825] lr: 7.500e-04, eta: 21:04:40, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8414, loss_cls: 1.5141, loss: 1.5141, grad_norm: 6.9286 2020-10-03 09:51:59,226 - mmaction - INFO - Epoch [75][760/2825] lr: 7.500e-04, eta: 21:04:19, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8302, loss_cls: 1.5725, loss: 1.5725, grad_norm: 7.0494 2020-10-03 09:52:20,207 - mmaction - INFO - Epoch [75][780/2825] lr: 7.500e-04, eta: 21:03:58, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8401, loss_cls: 1.5223, loss: 1.5223, grad_norm: 7.0808 2020-10-03 09:52:40,536 - mmaction - INFO - Epoch [75][800/2825] lr: 7.500e-04, eta: 21:03:37, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8349, loss_cls: 1.5710, loss: 1.5710, grad_norm: 6.9796 2020-10-03 09:53:00,918 - mmaction - INFO - Epoch [75][820/2825] lr: 7.500e-04, eta: 21:03:16, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8393, loss_cls: 1.5241, loss: 1.5241, grad_norm: 7.0288 2020-10-03 09:53:22,486 - mmaction - INFO - Epoch [75][840/2825] lr: 7.500e-04, eta: 21:02:56, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8380, loss_cls: 1.5313, loss: 1.5313, grad_norm: 7.0006 2020-10-03 09:53:42,804 - mmaction - INFO - Epoch [75][860/2825] lr: 7.500e-04, eta: 21:02:35, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8357, loss_cls: 1.5422, loss: 1.5422, grad_norm: 7.1076 2020-10-03 09:54:02,954 - mmaction - INFO - Epoch [75][880/2825] lr: 7.500e-04, eta: 21:02:14, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8411, loss_cls: 1.5343, loss: 1.5343, grad_norm: 7.1341 2020-10-03 09:54:24,022 - mmaction - INFO - Epoch [75][900/2825] lr: 7.500e-04, eta: 21:01:53, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8401, loss_cls: 1.5571, loss: 1.5571, grad_norm: 7.1671 2020-10-03 09:54:44,974 - mmaction - INFO - Epoch [75][920/2825] lr: 7.500e-04, eta: 21:01:32, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8346, loss_cls: 1.5447, loss: 1.5447, grad_norm: 7.1238 2020-10-03 09:55:04,781 - mmaction - INFO - Epoch [75][940/2825] lr: 7.500e-04, eta: 21:01:11, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5282, loss: 1.5282, grad_norm: 7.0344 2020-10-03 09:55:25,933 - mmaction - INFO - Epoch [75][960/2825] lr: 7.500e-04, eta: 21:00:50, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8396, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.9646 2020-10-03 09:55:46,965 - mmaction - INFO - Epoch [75][980/2825] lr: 7.500e-04, eta: 21:00:29, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8388, loss_cls: 1.5227, loss: 1.5227, grad_norm: 6.9700 2020-10-03 09:56:06,296 - mmaction - INFO - Epoch [75][1000/2825] lr: 7.500e-04, eta: 21:00:08, time: 0.966, data_time: 0.007, memory: 8353, top1_acc: 0.6315, top5_acc: 0.8273, loss_cls: 1.5722, loss: 1.5722, grad_norm: 7.1628 2020-10-03 09:56:27,562 - mmaction - INFO - Epoch [75][1020/2825] lr: 7.500e-04, eta: 20:59:47, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8451, loss_cls: 1.5177, loss: 1.5177, grad_norm: 7.0342 2020-10-03 09:56:48,192 - mmaction - INFO - Epoch [75][1040/2825] lr: 7.500e-04, eta: 20:59:26, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8344, loss_cls: 1.5568, loss: 1.5568, grad_norm: 7.1274 2020-10-03 09:57:09,442 - mmaction - INFO - Epoch [75][1060/2825] lr: 7.500e-04, eta: 20:59:05, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8385, loss_cls: 1.5561, loss: 1.5561, grad_norm: 7.1665 2020-10-03 09:57:30,208 - mmaction - INFO - Epoch [75][1080/2825] lr: 7.500e-04, eta: 20:58:44, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8464, loss_cls: 1.5122, loss: 1.5122, grad_norm: 6.9313 2020-10-03 09:57:50,828 - mmaction - INFO - Epoch [75][1100/2825] lr: 7.500e-04, eta: 20:58:23, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8380, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.9258 2020-10-03 09:58:12,334 - mmaction - INFO - Epoch [75][1120/2825] lr: 7.500e-04, eta: 20:58:03, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8383, loss_cls: 1.5195, loss: 1.5195, grad_norm: 7.0806 2020-10-03 09:58:32,961 - mmaction - INFO - Epoch [75][1140/2825] lr: 7.500e-04, eta: 20:57:42, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8453, loss_cls: 1.5224, loss: 1.5224, grad_norm: 7.1061 2020-10-03 09:58:53,347 - mmaction - INFO - Epoch [75][1160/2825] lr: 7.500e-04, eta: 20:57:21, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8469, loss_cls: 1.4845, loss: 1.4845, grad_norm: 7.0265 2020-10-03 09:59:14,638 - mmaction - INFO - Epoch [75][1180/2825] lr: 7.500e-04, eta: 20:57:00, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8336, loss_cls: 1.5525, loss: 1.5525, grad_norm: 7.0728 2020-10-03 09:59:35,697 - mmaction - INFO - Epoch [75][1200/2825] lr: 7.500e-04, eta: 20:56:39, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.5095, loss: 1.5095, grad_norm: 6.9728 2020-10-03 09:59:56,092 - mmaction - INFO - Epoch [75][1220/2825] lr: 7.500e-04, eta: 20:56:18, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8437, loss_cls: 1.5227, loss: 1.5227, grad_norm: 6.9556 2020-10-03 10:00:19,049 - mmaction - INFO - Epoch [75][1240/2825] lr: 7.500e-04, eta: 20:55:58, time: 1.147, data_time: 0.001, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8404, loss_cls: 1.5493, loss: 1.5493, grad_norm: 7.0545 2020-10-03 10:00:38,746 - mmaction - INFO - Epoch [75][1260/2825] lr: 7.500e-04, eta: 20:55:37, time: 0.985, data_time: 0.003, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8273, loss_cls: 1.5871, loss: 1.5871, grad_norm: 7.1088 2020-10-03 10:01:00,576 - mmaction - INFO - Epoch [75][1280/2825] lr: 7.500e-04, eta: 20:55:16, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8414, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.0438 2020-10-03 10:01:20,761 - mmaction - INFO - Epoch [75][1300/2825] lr: 7.500e-04, eta: 20:54:55, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8357, loss_cls: 1.5391, loss: 1.5391, grad_norm: 7.0160 2020-10-03 10:01:42,785 - mmaction - INFO - Epoch [75][1320/2825] lr: 7.500e-04, eta: 20:54:35, time: 1.100, data_time: 0.001, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8414, loss_cls: 1.5252, loss: 1.5252, grad_norm: 7.0278 2020-10-03 10:02:03,099 - mmaction - INFO - Epoch [75][1340/2825] lr: 7.500e-04, eta: 20:54:14, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8279, loss_cls: 1.5706, loss: 1.5706, grad_norm: 7.0989 2020-10-03 10:02:23,015 - mmaction - INFO - Epoch [75][1360/2825] lr: 7.500e-04, eta: 20:53:52, time: 0.996, data_time: 0.010, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8427, loss_cls: 1.4966, loss: 1.4966, grad_norm: 6.8782 2020-10-03 10:02:45,247 - mmaction - INFO - Epoch [75][1380/2825] lr: 7.500e-04, eta: 20:53:32, time: 1.111, data_time: 0.017, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5213, loss: 1.5213, grad_norm: 6.8826 2020-10-03 10:03:04,260 - mmaction - INFO - Epoch [75][1400/2825] lr: 7.500e-04, eta: 20:53:10, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8417, loss_cls: 1.5146, loss: 1.5146, grad_norm: 7.0381 2020-10-03 10:03:25,094 - mmaction - INFO - Epoch [75][1420/2825] lr: 7.500e-04, eta: 20:52:50, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8276, loss_cls: 1.5741, loss: 1.5741, grad_norm: 7.0950 2020-10-03 10:03:47,805 - mmaction - INFO - Epoch [75][1440/2825] lr: 7.500e-04, eta: 20:52:29, time: 1.136, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8370, loss_cls: 1.5496, loss: 1.5496, grad_norm: 7.0644 2020-10-03 10:04:06,716 - mmaction - INFO - Epoch [75][1460/2825] lr: 7.500e-04, eta: 20:52:08, time: 0.945, data_time: 0.001, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8357, loss_cls: 1.5547, loss: 1.5547, grad_norm: 7.0830 2020-10-03 10:04:28,950 - mmaction - INFO - Epoch [75][1480/2825] lr: 7.500e-04, eta: 20:51:47, time: 1.111, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8323, loss_cls: 1.5802, loss: 1.5802, grad_norm: 7.0999 2020-10-03 10:04:50,004 - mmaction - INFO - Epoch [75][1500/2825] lr: 7.500e-04, eta: 20:51:27, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8370, loss_cls: 1.5781, loss: 1.5781, grad_norm: 7.2213 2020-10-03 10:05:09,552 - mmaction - INFO - Epoch [75][1520/2825] lr: 7.500e-04, eta: 20:51:05, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8398, loss_cls: 1.5311, loss: 1.5311, grad_norm: 7.0921 2020-10-03 10:05:29,390 - mmaction - INFO - Epoch [75][1540/2825] lr: 7.500e-04, eta: 20:50:44, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8432, loss_cls: 1.5320, loss: 1.5320, grad_norm: 7.0584 2020-10-03 10:05:50,396 - mmaction - INFO - Epoch [75][1560/2825] lr: 7.500e-04, eta: 20:50:23, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8365, loss_cls: 1.5281, loss: 1.5281, grad_norm: 7.0990 2020-10-03 10:06:11,371 - mmaction - INFO - Epoch [75][1580/2825] lr: 7.500e-04, eta: 20:50:02, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8354, loss_cls: 1.5630, loss: 1.5630, grad_norm: 7.1726 2020-10-03 10:06:32,290 - mmaction - INFO - Epoch [75][1600/2825] lr: 7.500e-04, eta: 20:49:41, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8380, loss_cls: 1.5395, loss: 1.5395, grad_norm: 7.0441 2020-10-03 10:06:52,682 - mmaction - INFO - Epoch [75][1620/2825] lr: 7.500e-04, eta: 20:49:20, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8419, loss_cls: 1.5023, loss: 1.5023, grad_norm: 7.0945 2020-10-03 10:07:13,091 - mmaction - INFO - Epoch [75][1640/2825] lr: 7.500e-04, eta: 20:48:59, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8305, loss_cls: 1.5380, loss: 1.5380, grad_norm: 7.0135 2020-10-03 10:07:33,143 - mmaction - INFO - Epoch [75][1660/2825] lr: 7.500e-04, eta: 20:48:38, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8484, loss_cls: 1.5018, loss: 1.5018, grad_norm: 7.1016 2020-10-03 10:07:54,679 - mmaction - INFO - Epoch [75][1680/2825] lr: 7.500e-04, eta: 20:48:18, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8396, loss_cls: 1.5357, loss: 1.5357, grad_norm: 6.9544 2020-10-03 10:08:14,642 - mmaction - INFO - Epoch [75][1700/2825] lr: 7.500e-04, eta: 20:47:56, time: 0.998, data_time: 0.006, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8372, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.9346 2020-10-03 10:08:35,562 - mmaction - INFO - Epoch [75][1720/2825] lr: 7.500e-04, eta: 20:47:36, time: 1.046, data_time: 0.028, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.5027, loss: 1.5027, grad_norm: 7.0438 2020-10-03 10:08:57,246 - mmaction - INFO - Epoch [75][1740/2825] lr: 7.500e-04, eta: 20:47:15, time: 1.085, data_time: 0.445, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8409, loss_cls: 1.5411, loss: 1.5411, grad_norm: 7.0730 2020-10-03 10:09:17,482 - mmaction - INFO - Epoch [75][1760/2825] lr: 7.500e-04, eta: 20:46:54, time: 1.012, data_time: 0.394, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8388, loss_cls: 1.5185, loss: 1.5185, grad_norm: 6.9547 2020-10-03 10:09:39,017 - mmaction - INFO - Epoch [75][1780/2825] lr: 7.500e-04, eta: 20:46:33, time: 1.076, data_time: 0.458, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8419, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.9669 2020-10-03 10:09:58,297 - mmaction - INFO - Epoch [75][1800/2825] lr: 7.500e-04, eta: 20:46:12, time: 0.964, data_time: 0.315, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8409, loss_cls: 1.5245, loss: 1.5245, grad_norm: 7.1090 2020-10-03 10:10:18,567 - mmaction - INFO - Epoch [75][1820/2825] lr: 7.500e-04, eta: 20:45:51, time: 1.014, data_time: 0.343, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8393, loss_cls: 1.5143, loss: 1.5143, grad_norm: 7.0587 2020-10-03 10:10:40,328 - mmaction - INFO - Epoch [75][1840/2825] lr: 7.500e-04, eta: 20:45:30, time: 1.088, data_time: 0.429, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8409, loss_cls: 1.5373, loss: 1.5373, grad_norm: 7.1827 2020-10-03 10:11:00,861 - mmaction - INFO - Epoch [75][1860/2825] lr: 7.500e-04, eta: 20:45:09, time: 1.026, data_time: 0.068, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8385, loss_cls: 1.5266, loss: 1.5266, grad_norm: 7.0494 2020-10-03 10:11:21,336 - mmaction - INFO - Epoch [75][1880/2825] lr: 7.500e-04, eta: 20:44:48, time: 1.023, data_time: 0.257, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8253, loss_cls: 1.6029, loss: 1.6029, grad_norm: 7.1689 2020-10-03 10:11:42,712 - mmaction - INFO - Epoch [75][1900/2825] lr: 7.500e-04, eta: 20:44:27, time: 1.068, data_time: 0.338, memory: 8353, top1_acc: 0.6232, top5_acc: 0.8357, loss_cls: 1.5676, loss: 1.5676, grad_norm: 7.1777 2020-10-03 10:12:03,341 - mmaction - INFO - Epoch [75][1920/2825] lr: 7.500e-04, eta: 20:44:07, time: 1.032, data_time: 0.245, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8401, loss_cls: 1.5090, loss: 1.5090, grad_norm: 6.9388 2020-10-03 10:12:23,961 - mmaction - INFO - Epoch [75][1940/2825] lr: 7.500e-04, eta: 20:43:46, time: 1.031, data_time: 0.302, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8438, loss_cls: 1.4928, loss: 1.4928, grad_norm: 7.0516 2020-10-03 10:12:45,102 - mmaction - INFO - Epoch [75][1960/2825] lr: 7.500e-04, eta: 20:43:25, time: 1.057, data_time: 0.227, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8424, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.8721 2020-10-03 10:13:05,428 - mmaction - INFO - Epoch [75][1980/2825] lr: 7.500e-04, eta: 20:43:04, time: 1.017, data_time: 0.195, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8469, loss_cls: 1.5060, loss: 1.5060, grad_norm: 6.9183 2020-10-03 10:13:27,022 - mmaction - INFO - Epoch [75][2000/2825] lr: 7.500e-04, eta: 20:42:43, time: 1.079, data_time: 0.013, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8508, loss_cls: 1.4609, loss: 1.4609, grad_norm: 6.8198 2020-10-03 10:13:49,237 - mmaction - INFO - Epoch [75][2020/2825] lr: 7.500e-04, eta: 20:42:23, time: 1.111, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8503, loss_cls: 1.4478, loss: 1.4478, grad_norm: 6.9112 2020-10-03 10:14:09,315 - mmaction - INFO - Epoch [75][2040/2825] lr: 7.500e-04, eta: 20:42:02, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5806, loss: 1.5806, grad_norm: 7.0769 2020-10-03 10:14:29,114 - mmaction - INFO - Epoch [75][2060/2825] lr: 7.500e-04, eta: 20:41:40, time: 0.991, data_time: 0.003, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8367, loss_cls: 1.5423, loss: 1.5423, grad_norm: 7.0264 2020-10-03 10:14:50,238 - mmaction - INFO - Epoch [75][2080/2825] lr: 7.500e-04, eta: 20:41:20, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8398, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.9661 2020-10-03 10:15:09,901 - mmaction - INFO - Epoch [75][2100/2825] lr: 7.500e-04, eta: 20:40:58, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8341, loss_cls: 1.5453, loss: 1.5453, grad_norm: 7.0991 2020-10-03 10:15:30,887 - mmaction - INFO - Epoch [75][2120/2825] lr: 7.500e-04, eta: 20:40:37, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8326, loss_cls: 1.5902, loss: 1.5902, grad_norm: 7.2283 2020-10-03 10:15:53,426 - mmaction - INFO - Epoch [75][2140/2825] lr: 7.500e-04, eta: 20:40:17, time: 1.127, data_time: 0.007, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8299, loss_cls: 1.5879, loss: 1.5879, grad_norm: 7.2299 2020-10-03 10:16:12,991 - mmaction - INFO - Epoch [75][2160/2825] lr: 7.500e-04, eta: 20:39:56, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8344, loss_cls: 1.5616, loss: 1.5616, grad_norm: 7.1027 2020-10-03 10:16:33,397 - mmaction - INFO - Epoch [75][2180/2825] lr: 7.500e-04, eta: 20:39:35, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8453, loss_cls: 1.5088, loss: 1.5088, grad_norm: 7.0461 2020-10-03 10:16:54,098 - mmaction - INFO - Epoch [75][2200/2825] lr: 7.500e-04, eta: 20:39:14, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8372, loss_cls: 1.5449, loss: 1.5449, grad_norm: 7.0247 2020-10-03 10:17:14,702 - mmaction - INFO - Epoch [75][2220/2825] lr: 7.500e-04, eta: 20:38:53, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8398, loss_cls: 1.5764, loss: 1.5764, grad_norm: 7.1952 2020-10-03 10:17:36,397 - mmaction - INFO - Epoch [75][2240/2825] lr: 7.500e-04, eta: 20:38:32, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8326, loss_cls: 1.5372, loss: 1.5372, grad_norm: 7.0274 2020-10-03 10:17:56,506 - mmaction - INFO - Epoch [75][2260/2825] lr: 7.500e-04, eta: 20:38:11, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8479, loss_cls: 1.5031, loss: 1.5031, grad_norm: 6.9179 2020-10-03 10:18:17,044 - mmaction - INFO - Epoch [75][2280/2825] lr: 7.500e-04, eta: 20:37:50, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8318, loss_cls: 1.5353, loss: 1.5353, grad_norm: 7.1097 2020-10-03 10:18:37,939 - mmaction - INFO - Epoch [75][2300/2825] lr: 7.500e-04, eta: 20:37:29, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8383, loss_cls: 1.5330, loss: 1.5330, grad_norm: 7.0375 2020-10-03 10:18:58,141 - mmaction - INFO - Epoch [75][2320/2825] lr: 7.500e-04, eta: 20:37:08, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4934, loss: 1.4934, grad_norm: 6.9573 2020-10-03 10:19:19,122 - mmaction - INFO - Epoch [75][2340/2825] lr: 7.500e-04, eta: 20:36:47, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8372, loss_cls: 1.5493, loss: 1.5493, grad_norm: 7.1001 2020-10-03 10:19:40,940 - mmaction - INFO - Epoch [75][2360/2825] lr: 7.500e-04, eta: 20:36:27, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8336, loss_cls: 1.5669, loss: 1.5669, grad_norm: 7.1854 2020-10-03 10:20:01,071 - mmaction - INFO - Epoch [75][2380/2825] lr: 7.500e-04, eta: 20:36:06, time: 1.007, data_time: 0.003, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8365, loss_cls: 1.5400, loss: 1.5400, grad_norm: 6.9858 2020-10-03 10:20:21,757 - mmaction - INFO - Epoch [75][2400/2825] lr: 7.500e-04, eta: 20:35:45, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8419, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.9879 2020-10-03 10:20:42,324 - mmaction - INFO - Epoch [75][2420/2825] lr: 7.500e-04, eta: 20:35:24, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8365, loss_cls: 1.5321, loss: 1.5321, grad_norm: 7.0253 2020-10-03 10:21:03,254 - mmaction - INFO - Epoch [75][2440/2825] lr: 7.500e-04, eta: 20:35:03, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8411, loss_cls: 1.5380, loss: 1.5380, grad_norm: 7.1163 2020-10-03 10:21:24,809 - mmaction - INFO - Epoch [75][2460/2825] lr: 7.500e-04, eta: 20:34:42, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.5372, loss: 1.5372, grad_norm: 7.0081 2020-10-03 10:21:44,684 - mmaction - INFO - Epoch [75][2480/2825] lr: 7.500e-04, eta: 20:34:21, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8339, loss_cls: 1.5854, loss: 1.5854, grad_norm: 7.0121 2020-10-03 10:22:05,339 - mmaction - INFO - Epoch [75][2500/2825] lr: 7.500e-04, eta: 20:34:00, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8385, loss_cls: 1.5392, loss: 1.5392, grad_norm: 6.9200 2020-10-03 10:22:25,991 - mmaction - INFO - Epoch [75][2520/2825] lr: 7.500e-04, eta: 20:33:39, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8339, loss_cls: 1.5572, loss: 1.5572, grad_norm: 7.0021 2020-10-03 10:22:45,841 - mmaction - INFO - Epoch [75][2540/2825] lr: 7.500e-04, eta: 20:33:18, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8417, loss_cls: 1.5266, loss: 1.5266, grad_norm: 7.1675 2020-10-03 10:23:06,778 - mmaction - INFO - Epoch [75][2560/2825] lr: 7.500e-04, eta: 20:32:57, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8398, loss_cls: 1.5381, loss: 1.5381, grad_norm: 7.1262 2020-10-03 10:23:27,600 - mmaction - INFO - Epoch [75][2580/2825] lr: 7.500e-04, eta: 20:32:36, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8411, loss_cls: 1.5147, loss: 1.5147, grad_norm: 7.0457 2020-10-03 10:23:47,810 - mmaction - INFO - Epoch [75][2600/2825] lr: 7.500e-04, eta: 20:32:15, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8474, loss_cls: 1.5056, loss: 1.5056, grad_norm: 7.0718 2020-10-03 10:24:08,703 - mmaction - INFO - Epoch [75][2620/2825] lr: 7.500e-04, eta: 20:31:54, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8273, loss_cls: 1.5805, loss: 1.5805, grad_norm: 7.0356 2020-10-03 10:24:28,443 - mmaction - INFO - Epoch [75][2640/2825] lr: 7.500e-04, eta: 20:31:33, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8401, loss_cls: 1.5521, loss: 1.5521, grad_norm: 7.1232 2020-10-03 10:24:49,855 - mmaction - INFO - Epoch [75][2660/2825] lr: 7.500e-04, eta: 20:31:12, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8482, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.9179 2020-10-03 10:25:10,733 - mmaction - INFO - Epoch [75][2680/2825] lr: 7.500e-04, eta: 20:30:51, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8393, loss_cls: 1.5324, loss: 1.5324, grad_norm: 7.0018 2020-10-03 10:25:32,405 - mmaction - INFO - Epoch [75][2700/2825] lr: 7.500e-04, eta: 20:30:31, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8385, loss_cls: 1.5138, loss: 1.5138, grad_norm: 7.0258 2020-10-03 10:25:53,766 - mmaction - INFO - Epoch [75][2720/2825] lr: 7.500e-04, eta: 20:30:10, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8352, loss_cls: 1.5523, loss: 1.5523, grad_norm: 7.0693 2020-10-03 10:26:13,124 - mmaction - INFO - Epoch [75][2740/2825] lr: 7.500e-04, eta: 20:29:49, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8471, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.9237 2020-10-03 10:26:34,583 - mmaction - INFO - Epoch [75][2760/2825] lr: 7.500e-04, eta: 20:29:28, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8380, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.9863 2020-10-03 10:26:55,861 - mmaction - INFO - Epoch [75][2780/2825] lr: 7.500e-04, eta: 20:29:07, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8367, loss_cls: 1.5841, loss: 1.5841, grad_norm: 7.3366 2020-10-03 10:27:15,419 - mmaction - INFO - Epoch [75][2800/2825] lr: 7.500e-04, eta: 20:28:46, time: 0.977, data_time: 0.019, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8357, loss_cls: 1.5692, loss: 1.5692, grad_norm: 7.1158 2020-10-03 10:27:35,945 - mmaction - INFO - Epoch [75][2820/2825] lr: 7.500e-04, eta: 20:28:25, time: 1.026, data_time: 0.013, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8320, loss_cls: 1.5309, loss: 1.5309, grad_norm: 7.0353 2020-10-03 10:27:42,397 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-10-03 10:31:12,464 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 10:31:14,953 - mmaction - INFO - top1_acc 0.5905 top5_acc 0.8126 2020-10-03 10:31:14,953 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 10:31:15,070 - mmaction - INFO - mean_acc 0.5904 2020-10-03 10:31:15,085 - mmaction - INFO - Epoch(val) [75][2825] top1_acc: 0.5905, top5_acc: 0.8126, mean_class_accuracy: 0.5904 2020-10-03 10:31:55,740 - mmaction - INFO - Epoch [76][20/2825] lr: 7.500e-04, eta: 20:28:04, time: 2.031, data_time: 0.940, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8456, loss_cls: 1.4735, loss: 1.4735, grad_norm: 6.8350 2020-10-03 10:32:16,871 - mmaction - INFO - Epoch [76][40/2825] lr: 7.500e-04, eta: 20:27:43, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8396, loss_cls: 1.4935, loss: 1.4935, grad_norm: 6.9903 2020-10-03 10:32:36,624 - mmaction - INFO - Epoch [76][60/2825] lr: 7.500e-04, eta: 20:27:22, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8409, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.8309 2020-10-03 10:32:57,594 - mmaction - INFO - Epoch [76][80/2825] lr: 7.500e-04, eta: 20:27:01, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8352, loss_cls: 1.5314, loss: 1.5314, grad_norm: 7.0321 2020-10-03 10:33:18,201 - mmaction - INFO - Epoch [76][100/2825] lr: 7.500e-04, eta: 20:26:40, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8443, loss_cls: 1.5127, loss: 1.5127, grad_norm: 7.0150 2020-10-03 10:33:39,378 - mmaction - INFO - Epoch [76][120/2825] lr: 7.500e-04, eta: 20:26:19, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8292, loss_cls: 1.5896, loss: 1.5896, grad_norm: 7.0752 2020-10-03 10:34:00,932 - mmaction - INFO - Epoch [76][140/2825] lr: 7.500e-04, eta: 20:25:59, time: 1.077, data_time: 0.003, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8422, loss_cls: 1.5033, loss: 1.5033, grad_norm: 6.9598 2020-10-03 10:34:21,688 - mmaction - INFO - Epoch [76][160/2825] lr: 7.500e-04, eta: 20:25:38, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8479, loss_cls: 1.4837, loss: 1.4837, grad_norm: 6.9815 2020-10-03 10:34:42,276 - mmaction - INFO - Epoch [76][180/2825] lr: 7.500e-04, eta: 20:25:17, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8349, loss_cls: 1.5198, loss: 1.5198, grad_norm: 7.0095 2020-10-03 10:35:02,699 - mmaction - INFO - Epoch [76][200/2825] lr: 7.500e-04, eta: 20:24:56, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5220, loss: 1.5220, grad_norm: 6.9437 2020-10-03 10:35:22,904 - mmaction - INFO - Epoch [76][220/2825] lr: 7.500e-04, eta: 20:24:35, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8307, loss_cls: 1.5915, loss: 1.5915, grad_norm: 7.1817 2020-10-03 10:35:43,700 - mmaction - INFO - Epoch [76][240/2825] lr: 7.500e-04, eta: 20:24:14, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8365, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.0921 2020-10-03 10:36:04,088 - mmaction - INFO - Epoch [76][260/2825] lr: 7.500e-04, eta: 20:23:53, time: 1.021, data_time: 0.011, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8424, loss_cls: 1.5156, loss: 1.5156, grad_norm: 6.9741 2020-10-03 10:36:24,365 - mmaction - INFO - Epoch [76][280/2825] lr: 7.500e-04, eta: 20:23:32, time: 1.014, data_time: 0.053, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8404, loss_cls: 1.5696, loss: 1.5696, grad_norm: 7.3511 2020-10-03 10:36:44,954 - mmaction - INFO - Epoch [76][300/2825] lr: 7.500e-04, eta: 20:23:11, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8380, loss_cls: 1.5168, loss: 1.5168, grad_norm: 6.8902 2020-10-03 10:37:06,041 - mmaction - INFO - Epoch [76][320/2825] lr: 7.500e-04, eta: 20:22:50, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8404, loss_cls: 1.5392, loss: 1.5392, grad_norm: 7.0262 2020-10-03 10:37:26,932 - mmaction - INFO - Epoch [76][340/2825] lr: 7.500e-04, eta: 20:22:29, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4924, loss: 1.4924, grad_norm: 7.0200 2020-10-03 10:37:47,525 - mmaction - INFO - Epoch [76][360/2825] lr: 7.500e-04, eta: 20:22:08, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8466, loss_cls: 1.4622, loss: 1.4622, grad_norm: 6.8786 2020-10-03 10:38:08,664 - mmaction - INFO - Epoch [76][380/2825] lr: 7.500e-04, eta: 20:21:47, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8440, loss_cls: 1.5388, loss: 1.5388, grad_norm: 7.0380 2020-10-03 10:38:30,195 - mmaction - INFO - Epoch [76][400/2825] lr: 7.500e-04, eta: 20:21:27, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8383, loss_cls: 1.5246, loss: 1.5246, grad_norm: 7.0621 2020-10-03 10:38:49,779 - mmaction - INFO - Epoch [76][420/2825] lr: 7.500e-04, eta: 20:21:05, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8383, loss_cls: 1.5237, loss: 1.5237, grad_norm: 7.0785 2020-10-03 10:39:10,748 - mmaction - INFO - Epoch [76][440/2825] lr: 7.500e-04, eta: 20:20:44, time: 1.049, data_time: 0.039, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8331, loss_cls: 1.5666, loss: 1.5666, grad_norm: 7.1330 2020-10-03 10:39:29,998 - mmaction - INFO - Epoch [76][460/2825] lr: 7.500e-04, eta: 20:20:23, time: 0.963, data_time: 0.169, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8357, loss_cls: 1.5167, loss: 1.5167, grad_norm: 6.9706 2020-10-03 10:39:51,396 - mmaction - INFO - Epoch [76][480/2825] lr: 7.500e-04, eta: 20:20:02, time: 1.069, data_time: 0.410, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8346, loss_cls: 1.5288, loss: 1.5288, grad_norm: 6.9722 2020-10-03 10:40:12,991 - mmaction - INFO - Epoch [76][500/2825] lr: 7.500e-04, eta: 20:19:42, time: 1.081, data_time: 0.083, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8367, loss_cls: 1.5151, loss: 1.5151, grad_norm: 7.0266 2020-10-03 10:40:32,579 - mmaction - INFO - Epoch [76][520/2825] lr: 7.500e-04, eta: 20:19:20, time: 0.979, data_time: 0.014, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5640, loss: 1.5640, grad_norm: 7.1939 2020-10-03 10:40:54,655 - mmaction - INFO - Epoch [76][540/2825] lr: 7.500e-04, eta: 20:19:00, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8409, loss_cls: 1.5266, loss: 1.5266, grad_norm: 7.0207 2020-10-03 10:41:16,033 - mmaction - INFO - Epoch [76][560/2825] lr: 7.500e-04, eta: 20:18:39, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8490, loss_cls: 1.4907, loss: 1.4907, grad_norm: 7.0931 2020-10-03 10:41:35,116 - mmaction - INFO - Epoch [76][580/2825] lr: 7.500e-04, eta: 20:18:18, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8448, loss_cls: 1.4966, loss: 1.4966, grad_norm: 6.8967 2020-10-03 10:41:56,618 - mmaction - INFO - Epoch [76][600/2825] lr: 7.500e-04, eta: 20:17:57, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8216, loss_cls: 1.5802, loss: 1.5802, grad_norm: 7.0646 2020-10-03 10:42:16,194 - mmaction - INFO - Epoch [76][620/2825] lr: 7.500e-04, eta: 20:17:36, time: 0.979, data_time: 0.179, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8458, loss_cls: 1.5031, loss: 1.5031, grad_norm: 7.0254 2020-10-03 10:42:37,422 - mmaction - INFO - Epoch [76][640/2825] lr: 7.500e-04, eta: 20:17:15, time: 1.062, data_time: 0.436, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8417, loss_cls: 1.5057, loss: 1.5057, grad_norm: 7.2482 2020-10-03 10:42:58,234 - mmaction - INFO - Epoch [76][660/2825] lr: 7.500e-04, eta: 20:16:54, time: 1.040, data_time: 0.418, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8461, loss_cls: 1.4879, loss: 1.4879, grad_norm: 7.1374 2020-10-03 10:43:17,597 - mmaction - INFO - Epoch [76][680/2825] lr: 7.500e-04, eta: 20:16:33, time: 0.969, data_time: 0.108, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8453, loss_cls: 1.5222, loss: 1.5222, grad_norm: 7.1569 2020-10-03 10:43:38,805 - mmaction - INFO - Epoch [76][700/2825] lr: 7.500e-04, eta: 20:16:12, time: 1.060, data_time: 0.163, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8432, loss_cls: 1.4742, loss: 1.4742, grad_norm: 6.9949 2020-10-03 10:43:58,771 - mmaction - INFO - Epoch [76][720/2825] lr: 7.500e-04, eta: 20:15:51, time: 0.999, data_time: 0.297, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8365, loss_cls: 1.5421, loss: 1.5421, grad_norm: 7.1309 2020-10-03 10:44:19,357 - mmaction - INFO - Epoch [76][740/2825] lr: 7.500e-04, eta: 20:15:30, time: 1.030, data_time: 0.058, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8451, loss_cls: 1.5193, loss: 1.5193, grad_norm: 6.9809 2020-10-03 10:44:40,408 - mmaction - INFO - Epoch [76][760/2825] lr: 7.500e-04, eta: 20:15:09, time: 1.052, data_time: 0.026, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.5373, loss: 1.5373, grad_norm: 7.0787 2020-10-03 10:45:00,806 - mmaction - INFO - Epoch [76][780/2825] lr: 7.500e-04, eta: 20:14:48, time: 1.020, data_time: 0.050, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8404, loss_cls: 1.5241, loss: 1.5241, grad_norm: 7.1149 2020-10-03 10:45:21,436 - mmaction - INFO - Epoch [76][800/2825] lr: 7.500e-04, eta: 20:14:27, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8326, loss_cls: 1.5684, loss: 1.5684, grad_norm: 7.1191 2020-10-03 10:45:42,741 - mmaction - INFO - Epoch [76][820/2825] lr: 7.500e-04, eta: 20:14:06, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8370, loss_cls: 1.5257, loss: 1.5257, grad_norm: 7.1482 2020-10-03 10:46:02,520 - mmaction - INFO - Epoch [76][840/2825] lr: 7.500e-04, eta: 20:13:45, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8354, loss_cls: 1.5339, loss: 1.5339, grad_norm: 6.9687 2020-10-03 10:46:23,964 - mmaction - INFO - Epoch [76][860/2825] lr: 7.500e-04, eta: 20:13:24, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8497, loss_cls: 1.5145, loss: 1.5145, grad_norm: 7.2003 2020-10-03 10:46:44,576 - mmaction - INFO - Epoch [76][880/2825] lr: 7.500e-04, eta: 20:13:04, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8263, loss_cls: 1.5504, loss: 1.5504, grad_norm: 7.0217 2020-10-03 10:47:05,958 - mmaction - INFO - Epoch [76][900/2825] lr: 7.500e-04, eta: 20:12:43, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8487, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.9691 2020-10-03 10:47:25,731 - mmaction - INFO - Epoch [76][920/2825] lr: 7.500e-04, eta: 20:12:22, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.5269, loss: 1.5269, grad_norm: 7.0896 2020-10-03 10:47:46,104 - mmaction - INFO - Epoch [76][940/2825] lr: 7.500e-04, eta: 20:12:01, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8331, loss_cls: 1.5428, loss: 1.5428, grad_norm: 6.9681 2020-10-03 10:48:07,449 - mmaction - INFO - Epoch [76][960/2825] lr: 7.500e-04, eta: 20:11:40, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.5476, loss: 1.5476, grad_norm: 7.0737 2020-10-03 10:48:28,031 - mmaction - INFO - Epoch [76][980/2825] lr: 7.500e-04, eta: 20:11:19, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8362, loss_cls: 1.5254, loss: 1.5254, grad_norm: 7.1621 2020-10-03 10:48:48,111 - mmaction - INFO - Epoch [76][1000/2825] lr: 7.500e-04, eta: 20:10:58, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8375, loss_cls: 1.5286, loss: 1.5286, grad_norm: 7.0693 2020-10-03 10:49:08,714 - mmaction - INFO - Epoch [76][1020/2825] lr: 7.500e-04, eta: 20:10:37, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8521, loss_cls: 1.5069, loss: 1.5069, grad_norm: 7.0220 2020-10-03 10:49:29,273 - mmaction - INFO - Epoch [76][1040/2825] lr: 7.500e-04, eta: 20:10:16, time: 1.029, data_time: 0.006, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8406, loss_cls: 1.5026, loss: 1.5026, grad_norm: 6.9928 2020-10-03 10:49:50,130 - mmaction - INFO - Epoch [76][1060/2825] lr: 7.500e-04, eta: 20:09:55, time: 1.042, data_time: 0.269, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8401, loss_cls: 1.5449, loss: 1.5449, grad_norm: 7.0484 2020-10-03 10:50:10,688 - mmaction - INFO - Epoch [76][1080/2825] lr: 7.500e-04, eta: 20:09:34, time: 1.028, data_time: 0.326, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8247, loss_cls: 1.5974, loss: 1.5974, grad_norm: 7.2042 2020-10-03 10:50:32,182 - mmaction - INFO - Epoch [76][1100/2825] lr: 7.500e-04, eta: 20:09:13, time: 1.076, data_time: 0.052, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8427, loss_cls: 1.5043, loss: 1.5043, grad_norm: 6.9659 2020-10-03 10:50:51,056 - mmaction - INFO - Epoch [76][1120/2825] lr: 7.500e-04, eta: 20:08:52, time: 0.943, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8357, loss_cls: 1.5537, loss: 1.5537, grad_norm: 7.2184 2020-10-03 10:51:12,717 - mmaction - INFO - Epoch [76][1140/2825] lr: 7.500e-04, eta: 20:08:31, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8409, loss_cls: 1.5123, loss: 1.5123, grad_norm: 7.0822 2020-10-03 10:51:32,908 - mmaction - INFO - Epoch [76][1160/2825] lr: 7.500e-04, eta: 20:08:10, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6130, top5_acc: 0.8214, loss_cls: 1.6104, loss: 1.6104, grad_norm: 7.1145 2020-10-03 10:51:53,450 - mmaction - INFO - Epoch [76][1180/2825] lr: 7.500e-04, eta: 20:07:49, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8435, loss_cls: 1.5161, loss: 1.5161, grad_norm: 7.0747 2020-10-03 10:52:14,558 - mmaction - INFO - Epoch [76][1200/2825] lr: 7.500e-04, eta: 20:07:28, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8409, loss_cls: 1.5388, loss: 1.5388, grad_norm: 7.0679 2020-10-03 10:52:35,986 - mmaction - INFO - Epoch [76][1220/2825] lr: 7.500e-04, eta: 20:07:08, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8474, loss_cls: 1.5016, loss: 1.5016, grad_norm: 7.0074 2020-10-03 10:52:55,872 - mmaction - INFO - Epoch [76][1240/2825] lr: 7.500e-04, eta: 20:06:46, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8419, loss_cls: 1.4802, loss: 1.4802, grad_norm: 7.0413 2020-10-03 10:53:16,344 - mmaction - INFO - Epoch [76][1260/2825] lr: 7.500e-04, eta: 20:06:25, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8326, loss_cls: 1.5457, loss: 1.5457, grad_norm: 7.0850 2020-10-03 10:53:37,395 - mmaction - INFO - Epoch [76][1280/2825] lr: 7.500e-04, eta: 20:06:05, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8464, loss_cls: 1.5063, loss: 1.5063, grad_norm: 7.0811 2020-10-03 10:53:58,016 - mmaction - INFO - Epoch [76][1300/2825] lr: 7.500e-04, eta: 20:05:44, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8346, loss_cls: 1.5284, loss: 1.5284, grad_norm: 6.9062 2020-10-03 10:54:18,361 - mmaction - INFO - Epoch [76][1320/2825] lr: 7.500e-04, eta: 20:05:23, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8357, loss_cls: 1.5244, loss: 1.5244, grad_norm: 7.0344 2020-10-03 10:54:39,095 - mmaction - INFO - Epoch [76][1340/2825] lr: 7.500e-04, eta: 20:05:02, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8448, loss_cls: 1.4858, loss: 1.4858, grad_norm: 6.9588 2020-10-03 10:55:00,170 - mmaction - INFO - Epoch [76][1360/2825] lr: 7.500e-04, eta: 20:04:41, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5262, loss: 1.5262, grad_norm: 7.0239 2020-10-03 10:55:21,375 - mmaction - INFO - Epoch [76][1380/2825] lr: 7.500e-04, eta: 20:04:20, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8365, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.9541 2020-10-03 10:55:41,359 - mmaction - INFO - Epoch [76][1400/2825] lr: 7.500e-04, eta: 20:03:59, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8388, loss_cls: 1.5453, loss: 1.5453, grad_norm: 7.0990 2020-10-03 10:56:01,197 - mmaction - INFO - Epoch [76][1420/2825] lr: 7.500e-04, eta: 20:03:38, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6234, top5_acc: 0.8357, loss_cls: 1.5656, loss: 1.5656, grad_norm: 7.1904 2020-10-03 10:56:21,798 - mmaction - INFO - Epoch [76][1440/2825] lr: 7.500e-04, eta: 20:03:17, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8409, loss_cls: 1.5101, loss: 1.5101, grad_norm: 7.0386 2020-10-03 10:56:42,148 - mmaction - INFO - Epoch [76][1460/2825] lr: 7.500e-04, eta: 20:02:56, time: 1.018, data_time: 0.054, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8396, loss_cls: 1.5510, loss: 1.5510, grad_norm: 7.1303 2020-10-03 10:57:03,881 - mmaction - INFO - Epoch [76][1480/2825] lr: 7.500e-04, eta: 20:02:35, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8414, loss_cls: 1.5235, loss: 1.5235, grad_norm: 7.1188 2020-10-03 10:57:24,512 - mmaction - INFO - Epoch [76][1500/2825] lr: 7.500e-04, eta: 20:02:14, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8451, loss_cls: 1.5046, loss: 1.5046, grad_norm: 7.1290 2020-10-03 10:57:44,476 - mmaction - INFO - Epoch [76][1520/2825] lr: 7.500e-04, eta: 20:01:53, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8477, loss_cls: 1.4845, loss: 1.4845, grad_norm: 7.0655 2020-10-03 10:58:04,819 - mmaction - INFO - Epoch [76][1540/2825] lr: 7.500e-04, eta: 20:01:32, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8341, loss_cls: 1.5516, loss: 1.5516, grad_norm: 7.1436 2020-10-03 10:58:25,107 - mmaction - INFO - Epoch [76][1560/2825] lr: 7.500e-04, eta: 20:01:11, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8341, loss_cls: 1.5522, loss: 1.5522, grad_norm: 7.2477 2020-10-03 10:58:47,205 - mmaction - INFO - Epoch [76][1580/2825] lr: 7.500e-04, eta: 20:00:50, time: 1.105, data_time: 0.001, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8346, loss_cls: 1.5256, loss: 1.5256, grad_norm: 7.0292 2020-10-03 10:59:07,895 - mmaction - INFO - Epoch [76][1600/2825] lr: 7.500e-04, eta: 20:00:30, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8490, loss_cls: 1.4677, loss: 1.4677, grad_norm: 6.9489 2020-10-03 10:59:27,104 - mmaction - INFO - Epoch [76][1620/2825] lr: 7.500e-04, eta: 20:00:08, time: 0.961, data_time: 0.001, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8354, loss_cls: 1.5719, loss: 1.5719, grad_norm: 7.1853 2020-10-03 10:59:47,790 - mmaction - INFO - Epoch [76][1640/2825] lr: 7.500e-04, eta: 19:59:47, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8380, loss_cls: 1.5260, loss: 1.5260, grad_norm: 7.0482 2020-10-03 11:00:09,827 - mmaction - INFO - Epoch [76][1660/2825] lr: 7.500e-04, eta: 19:59:27, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8380, loss_cls: 1.5498, loss: 1.5498, grad_norm: 7.1876 2020-10-03 11:00:30,774 - mmaction - INFO - Epoch [76][1680/2825] lr: 7.500e-04, eta: 19:59:06, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8406, loss_cls: 1.4922, loss: 1.4922, grad_norm: 7.0577 2020-10-03 11:00:52,857 - mmaction - INFO - Epoch [76][1700/2825] lr: 7.500e-04, eta: 19:58:45, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8391, loss_cls: 1.5131, loss: 1.5131, grad_norm: 7.0756 2020-10-03 11:01:12,060 - mmaction - INFO - Epoch [76][1720/2825] lr: 7.500e-04, eta: 19:58:24, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.5341, loss: 1.5341, grad_norm: 7.1150 2020-10-03 11:01:33,391 - mmaction - INFO - Epoch [76][1740/2825] lr: 7.500e-04, eta: 19:58:03, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8326, loss_cls: 1.6040, loss: 1.6040, grad_norm: 7.2437 2020-10-03 11:01:54,595 - mmaction - INFO - Epoch [76][1760/2825] lr: 7.500e-04, eta: 19:57:42, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8310, loss_cls: 1.5491, loss: 1.5491, grad_norm: 7.1428 2020-10-03 11:02:14,526 - mmaction - INFO - Epoch [76][1780/2825] lr: 7.500e-04, eta: 19:57:21, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6260, top5_acc: 0.8331, loss_cls: 1.5696, loss: 1.5696, grad_norm: 7.2142 2020-10-03 11:02:35,792 - mmaction - INFO - Epoch [76][1800/2825] lr: 7.500e-04, eta: 19:57:01, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8393, loss_cls: 1.5472, loss: 1.5472, grad_norm: 7.0355 2020-10-03 11:02:55,993 - mmaction - INFO - Epoch [76][1820/2825] lr: 7.500e-04, eta: 19:56:39, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4982, loss: 1.4982, grad_norm: 6.8955 2020-10-03 11:03:16,559 - mmaction - INFO - Epoch [76][1840/2825] lr: 7.500e-04, eta: 19:56:19, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6237, top5_acc: 0.8255, loss_cls: 1.5910, loss: 1.5910, grad_norm: 7.1871 2020-10-03 11:03:39,091 - mmaction - INFO - Epoch [76][1860/2825] lr: 7.500e-04, eta: 19:55:58, time: 1.126, data_time: 0.001, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8326, loss_cls: 1.5770, loss: 1.5770, grad_norm: 7.0851 2020-10-03 11:03:59,192 - mmaction - INFO - Epoch [76][1880/2825] lr: 7.500e-04, eta: 19:55:37, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8271, loss_cls: 1.5598, loss: 1.5598, grad_norm: 7.2854 2020-10-03 11:04:19,874 - mmaction - INFO - Epoch [76][1900/2825] lr: 7.500e-04, eta: 19:55:16, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8417, loss_cls: 1.4991, loss: 1.4991, grad_norm: 7.0283 2020-10-03 11:04:40,299 - mmaction - INFO - Epoch [76][1920/2825] lr: 7.500e-04, eta: 19:54:55, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.5357, loss: 1.5357, grad_norm: 7.1336 2020-10-03 11:05:00,460 - mmaction - INFO - Epoch [76][1940/2825] lr: 7.500e-04, eta: 19:54:34, time: 1.006, data_time: 0.070, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8336, loss_cls: 1.5289, loss: 1.5289, grad_norm: 7.1279 2020-10-03 11:05:21,403 - mmaction - INFO - Epoch [76][1960/2825] lr: 7.500e-04, eta: 19:54:13, time: 1.049, data_time: 0.042, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8331, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.9039 2020-10-03 11:05:41,716 - mmaction - INFO - Epoch [76][1980/2825] lr: 7.500e-04, eta: 19:53:52, time: 1.015, data_time: 0.163, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8435, loss_cls: 1.4881, loss: 1.4881, grad_norm: 6.9834 2020-10-03 11:06:02,973 - mmaction - INFO - Epoch [76][2000/2825] lr: 7.500e-04, eta: 19:53:31, time: 1.062, data_time: 0.306, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8326, loss_cls: 1.5517, loss: 1.5517, grad_norm: 7.1027 2020-10-03 11:06:23,779 - mmaction - INFO - Epoch [76][2020/2825] lr: 7.500e-04, eta: 19:53:10, time: 1.041, data_time: 0.348, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8440, loss_cls: 1.4961, loss: 1.4961, grad_norm: 7.0205 2020-10-03 11:06:43,546 - mmaction - INFO - Epoch [76][2040/2825] lr: 7.500e-04, eta: 19:52:49, time: 0.989, data_time: 0.356, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8318, loss_cls: 1.5756, loss: 1.5756, grad_norm: 7.1878 2020-10-03 11:07:04,040 - mmaction - INFO - Epoch [76][2060/2825] lr: 7.500e-04, eta: 19:52:28, time: 1.024, data_time: 0.169, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8409, loss_cls: 1.5037, loss: 1.5037, grad_norm: 7.0787 2020-10-03 11:07:25,418 - mmaction - INFO - Epoch [76][2080/2825] lr: 7.500e-04, eta: 19:52:08, time: 1.069, data_time: 0.111, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8458, loss_cls: 1.5066, loss: 1.5066, grad_norm: 7.0598 2020-10-03 11:07:45,325 - mmaction - INFO - Epoch [76][2100/2825] lr: 7.500e-04, eta: 19:51:46, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8375, loss_cls: 1.5446, loss: 1.5446, grad_norm: 7.1091 2020-10-03 11:08:05,247 - mmaction - INFO - Epoch [76][2120/2825] lr: 7.500e-04, eta: 19:51:25, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8424, loss_cls: 1.5356, loss: 1.5356, grad_norm: 7.1707 2020-10-03 11:08:26,472 - mmaction - INFO - Epoch [76][2140/2825] lr: 7.500e-04, eta: 19:51:04, time: 1.061, data_time: 0.131, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8414, loss_cls: 1.5267, loss: 1.5267, grad_norm: 7.1196 2020-10-03 11:08:47,477 - mmaction - INFO - Epoch [76][2160/2825] lr: 7.500e-04, eta: 19:50:44, time: 1.050, data_time: 0.276, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8354, loss_cls: 1.5268, loss: 1.5268, grad_norm: 7.0609 2020-10-03 11:09:08,411 - mmaction - INFO - Epoch [76][2180/2825] lr: 7.500e-04, eta: 19:50:23, time: 1.046, data_time: 0.225, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8479, loss_cls: 1.4944, loss: 1.4944, grad_norm: 7.0692 2020-10-03 11:09:29,111 - mmaction - INFO - Epoch [76][2200/2825] lr: 7.500e-04, eta: 19:50:02, time: 1.036, data_time: 0.076, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8464, loss_cls: 1.4997, loss: 1.4997, grad_norm: 7.0212 2020-10-03 11:09:49,779 - mmaction - INFO - Epoch [76][2220/2825] lr: 7.500e-04, eta: 19:49:41, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8388, loss_cls: 1.5115, loss: 1.5115, grad_norm: 6.8632 2020-10-03 11:10:10,418 - mmaction - INFO - Epoch [76][2240/2825] lr: 7.500e-04, eta: 19:49:20, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8458, loss_cls: 1.5030, loss: 1.5030, grad_norm: 7.0319 2020-10-03 11:10:31,065 - mmaction - INFO - Epoch [76][2260/2825] lr: 7.500e-04, eta: 19:48:59, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8401, loss_cls: 1.5495, loss: 1.5495, grad_norm: 7.1566 2020-10-03 11:10:51,519 - mmaction - INFO - Epoch [76][2280/2825] lr: 7.500e-04, eta: 19:48:38, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8440, loss_cls: 1.4885, loss: 1.4885, grad_norm: 6.9782 2020-10-03 11:11:12,712 - mmaction - INFO - Epoch [76][2300/2825] lr: 7.500e-04, eta: 19:48:17, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8404, loss_cls: 1.4959, loss: 1.4959, grad_norm: 6.9956 2020-10-03 11:11:33,609 - mmaction - INFO - Epoch [76][2320/2825] lr: 7.500e-04, eta: 19:47:56, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8404, loss_cls: 1.5179, loss: 1.5179, grad_norm: 7.0365 2020-10-03 11:11:53,884 - mmaction - INFO - Epoch [76][2340/2825] lr: 7.500e-04, eta: 19:47:35, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8424, loss_cls: 1.4876, loss: 1.4876, grad_norm: 7.0199 2020-10-03 11:12:14,829 - mmaction - INFO - Epoch [76][2360/2825] lr: 7.500e-04, eta: 19:47:14, time: 1.050, data_time: 0.004, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8372, loss_cls: 1.5342, loss: 1.5342, grad_norm: 7.0241 2020-10-03 11:12:34,232 - mmaction - INFO - Epoch [76][2380/2825] lr: 7.500e-04, eta: 19:46:53, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.6155, loss: 1.6155, grad_norm: 7.2828 2020-10-03 11:12:55,178 - mmaction - INFO - Epoch [76][2400/2825] lr: 7.500e-04, eta: 19:46:32, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8432, loss_cls: 1.5468, loss: 1.5468, grad_norm: 7.1288 2020-10-03 11:13:14,930 - mmaction - INFO - Epoch [76][2420/2825] lr: 7.500e-04, eta: 19:46:11, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8380, loss_cls: 1.5225, loss: 1.5225, grad_norm: 7.1156 2020-10-03 11:13:36,273 - mmaction - INFO - Epoch [76][2440/2825] lr: 7.500e-04, eta: 19:45:50, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8195, loss_cls: 1.6122, loss: 1.6122, grad_norm: 7.1985 2020-10-03 11:13:57,636 - mmaction - INFO - Epoch [76][2460/2825] lr: 7.500e-04, eta: 19:45:30, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8414, loss_cls: 1.5374, loss: 1.5374, grad_norm: 7.1301 2020-10-03 11:14:17,991 - mmaction - INFO - Epoch [76][2480/2825] lr: 7.500e-04, eta: 19:45:09, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8461, loss_cls: 1.5087, loss: 1.5087, grad_norm: 7.2044 2020-10-03 11:14:38,676 - mmaction - INFO - Epoch [76][2500/2825] lr: 7.500e-04, eta: 19:44:48, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8417, loss_cls: 1.5370, loss: 1.5370, grad_norm: 7.3313 2020-10-03 11:14:59,729 - mmaction - INFO - Epoch [76][2520/2825] lr: 7.500e-04, eta: 19:44:27, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5497, loss: 1.5497, grad_norm: 7.0245 2020-10-03 11:15:19,708 - mmaction - INFO - Epoch [76][2540/2825] lr: 7.500e-04, eta: 19:44:06, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8383, loss_cls: 1.5164, loss: 1.5164, grad_norm: 7.1327 2020-10-03 11:15:40,912 - mmaction - INFO - Epoch [76][2560/2825] lr: 7.500e-04, eta: 19:43:45, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8430, loss_cls: 1.5113, loss: 1.5113, grad_norm: 7.0383 2020-10-03 11:16:01,631 - mmaction - INFO - Epoch [76][2580/2825] lr: 7.500e-04, eta: 19:43:24, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8404, loss_cls: 1.4838, loss: 1.4838, grad_norm: 6.9856 2020-10-03 11:16:21,999 - mmaction - INFO - Epoch [76][2600/2825] lr: 7.500e-04, eta: 19:43:03, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4788, loss: 1.4788, grad_norm: 7.0122 2020-10-03 11:16:41,594 - mmaction - INFO - Epoch [76][2620/2825] lr: 7.500e-04, eta: 19:42:42, time: 0.981, data_time: 0.003, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8331, loss_cls: 1.5656, loss: 1.5656, grad_norm: 7.2350 2020-10-03 11:17:02,198 - mmaction - INFO - Epoch [76][2640/2825] lr: 7.500e-04, eta: 19:42:21, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8341, loss_cls: 1.5166, loss: 1.5166, grad_norm: 7.0322 2020-10-03 11:17:23,328 - mmaction - INFO - Epoch [76][2660/2825] lr: 7.500e-04, eta: 19:42:00, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8365, loss_cls: 1.5435, loss: 1.5435, grad_norm: 6.9879 2020-10-03 11:17:44,277 - mmaction - INFO - Epoch [76][2680/2825] lr: 7.500e-04, eta: 19:41:39, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8487, loss_cls: 1.5002, loss: 1.5002, grad_norm: 7.0666 2020-10-03 11:18:05,333 - mmaction - INFO - Epoch [76][2700/2825] lr: 7.500e-04, eta: 19:41:18, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8326, loss_cls: 1.5667, loss: 1.5667, grad_norm: 7.3205 2020-10-03 11:18:24,866 - mmaction - INFO - Epoch [76][2720/2825] lr: 7.500e-04, eta: 19:40:57, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8435, loss_cls: 1.5169, loss: 1.5169, grad_norm: 7.0331 2020-10-03 11:18:45,621 - mmaction - INFO - Epoch [76][2740/2825] lr: 7.500e-04, eta: 19:40:36, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8414, loss_cls: 1.5318, loss: 1.5318, grad_norm: 6.9920 2020-10-03 11:19:06,593 - mmaction - INFO - Epoch [76][2760/2825] lr: 7.500e-04, eta: 19:40:15, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8497, loss_cls: 1.4926, loss: 1.4926, grad_norm: 7.0386 2020-10-03 11:19:26,926 - mmaction - INFO - Epoch [76][2780/2825] lr: 7.500e-04, eta: 19:39:54, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8383, loss_cls: 1.5324, loss: 1.5324, grad_norm: 7.2048 2020-10-03 11:19:49,168 - mmaction - INFO - Epoch [76][2800/2825] lr: 7.500e-04, eta: 19:39:34, time: 1.113, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8302, loss_cls: 1.5498, loss: 1.5498, grad_norm: 7.1251 2020-10-03 11:20:08,513 - mmaction - INFO - Epoch [76][2820/2825] lr: 7.500e-04, eta: 19:39:12, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8352, loss_cls: 1.5687, loss: 1.5687, grad_norm: 7.0772 2020-10-03 11:20:15,764 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-10-03 11:21:04,472 - mmaction - INFO - Epoch [77][20/2825] lr: 7.500e-04, eta: 19:38:53, time: 2.397, data_time: 1.221, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8404, loss_cls: 1.5156, loss: 1.5156, grad_norm: 6.9957 2020-10-03 11:21:25,303 - mmaction - INFO - Epoch [77][40/2825] lr: 7.500e-04, eta: 19:38:32, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8365, loss_cls: 1.5294, loss: 1.5294, grad_norm: 7.0772 2020-10-03 11:21:45,462 - mmaction - INFO - Epoch [77][60/2825] lr: 7.500e-04, eta: 19:38:11, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8453, loss_cls: 1.5225, loss: 1.5225, grad_norm: 7.0977 2020-10-03 11:22:07,064 - mmaction - INFO - Epoch [77][80/2825] lr: 7.500e-04, eta: 19:37:51, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8448, loss_cls: 1.5070, loss: 1.5070, grad_norm: 7.2303 2020-10-03 11:22:28,092 - mmaction - INFO - Epoch [77][100/2825] lr: 7.500e-04, eta: 19:37:30, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8469, loss_cls: 1.5018, loss: 1.5018, grad_norm: 7.2024 2020-10-03 11:22:48,799 - mmaction - INFO - Epoch [77][120/2825] lr: 7.500e-04, eta: 19:37:09, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8385, loss_cls: 1.5554, loss: 1.5554, grad_norm: 7.1294 2020-10-03 11:23:10,441 - mmaction - INFO - Epoch [77][140/2825] lr: 7.500e-04, eta: 19:36:48, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.5076, loss: 1.5076, grad_norm: 6.9719 2020-10-03 11:23:30,210 - mmaction - INFO - Epoch [77][160/2825] lr: 7.500e-04, eta: 19:36:27, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4715, loss: 1.4715, grad_norm: 6.9210 2020-10-03 11:23:50,665 - mmaction - INFO - Epoch [77][180/2825] lr: 7.500e-04, eta: 19:36:06, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8393, loss_cls: 1.5167, loss: 1.5167, grad_norm: 7.1257 2020-10-03 11:24:11,215 - mmaction - INFO - Epoch [77][200/2825] lr: 7.500e-04, eta: 19:35:45, time: 1.028, data_time: 0.068, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8393, loss_cls: 1.5278, loss: 1.5278, grad_norm: 6.9431 2020-10-03 11:24:31,775 - mmaction - INFO - Epoch [77][220/2825] lr: 7.500e-04, eta: 19:35:24, time: 1.028, data_time: 0.046, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.5073, loss: 1.5073, grad_norm: 7.0983 2020-10-03 11:24:53,220 - mmaction - INFO - Epoch [77][240/2825] lr: 7.500e-04, eta: 19:35:03, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8404, loss_cls: 1.5309, loss: 1.5309, grad_norm: 7.1206 2020-10-03 11:25:14,015 - mmaction - INFO - Epoch [77][260/2825] lr: 7.500e-04, eta: 19:34:43, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8411, loss_cls: 1.5137, loss: 1.5137, grad_norm: 7.0255 2020-10-03 11:25:34,584 - mmaction - INFO - Epoch [77][280/2825] lr: 7.500e-04, eta: 19:34:22, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6310, top5_acc: 0.8461, loss_cls: 1.5318, loss: 1.5318, grad_norm: 7.2106 2020-10-03 11:25:55,378 - mmaction - INFO - Epoch [77][300/2825] lr: 7.500e-04, eta: 19:34:01, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8404, loss_cls: 1.5073, loss: 1.5073, grad_norm: 7.1161 2020-10-03 11:26:16,702 - mmaction - INFO - Epoch [77][320/2825] lr: 7.500e-04, eta: 19:33:40, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8404, loss_cls: 1.5085, loss: 1.5085, grad_norm: 7.0663 2020-10-03 11:26:36,838 - mmaction - INFO - Epoch [77][340/2825] lr: 7.500e-04, eta: 19:33:19, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8435, loss_cls: 1.5021, loss: 1.5021, grad_norm: 6.9654 2020-10-03 11:26:58,294 - mmaction - INFO - Epoch [77][360/2825] lr: 7.500e-04, eta: 19:32:58, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5402, loss: 1.5402, grad_norm: 7.1563 2020-10-03 11:27:19,508 - mmaction - INFO - Epoch [77][380/2825] lr: 7.500e-04, eta: 19:32:37, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8375, loss_cls: 1.5343, loss: 1.5343, grad_norm: 7.1354 2020-10-03 11:27:39,228 - mmaction - INFO - Epoch [77][400/2825] lr: 7.500e-04, eta: 19:32:16, time: 0.987, data_time: 0.031, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8385, loss_cls: 1.5078, loss: 1.5078, grad_norm: 7.0311 2020-10-03 11:27:59,953 - mmaction - INFO - Epoch [77][420/2825] lr: 7.500e-04, eta: 19:31:55, time: 1.036, data_time: 0.051, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8333, loss_cls: 1.5551, loss: 1.5551, grad_norm: 6.9947 2020-10-03 11:28:20,366 - mmaction - INFO - Epoch [77][440/2825] lr: 7.500e-04, eta: 19:31:34, time: 1.021, data_time: 0.157, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8440, loss_cls: 1.5085, loss: 1.5085, grad_norm: 6.9569 2020-10-03 11:28:40,644 - mmaction - INFO - Epoch [77][460/2825] lr: 7.500e-04, eta: 19:31:13, time: 1.014, data_time: 0.174, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8354, loss_cls: 1.5619, loss: 1.5619, grad_norm: 7.1579 2020-10-03 11:29:01,582 - mmaction - INFO - Epoch [77][480/2825] lr: 7.500e-04, eta: 19:30:52, time: 1.047, data_time: 0.023, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8411, loss_cls: 1.4919, loss: 1.4919, grad_norm: 7.0171 2020-10-03 11:29:22,137 - mmaction - INFO - Epoch [77][500/2825] lr: 7.500e-04, eta: 19:30:31, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8354, loss_cls: 1.5475, loss: 1.5475, grad_norm: 7.2033 2020-10-03 11:29:42,166 - mmaction - INFO - Epoch [77][520/2825] lr: 7.500e-04, eta: 19:30:10, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8432, loss_cls: 1.5389, loss: 1.5389, grad_norm: 7.2308 2020-10-03 11:30:02,641 - mmaction - INFO - Epoch [77][540/2825] lr: 7.500e-04, eta: 19:29:49, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8380, loss_cls: 1.5109, loss: 1.5109, grad_norm: 6.9485 2020-10-03 11:30:24,821 - mmaction - INFO - Epoch [77][560/2825] lr: 7.500e-04, eta: 19:29:29, time: 1.109, data_time: 0.015, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4970, loss: 1.4970, grad_norm: 6.9747 2020-10-03 11:30:45,560 - mmaction - INFO - Epoch [77][580/2825] lr: 7.500e-04, eta: 19:29:08, time: 1.038, data_time: 0.031, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8388, loss_cls: 1.5565, loss: 1.5565, grad_norm: 7.1338 2020-10-03 11:31:06,503 - mmaction - INFO - Epoch [77][600/2825] lr: 7.500e-04, eta: 19:28:47, time: 1.047, data_time: 0.222, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8362, loss_cls: 1.5581, loss: 1.5581, grad_norm: 7.0946 2020-10-03 11:31:26,391 - mmaction - INFO - Epoch [77][620/2825] lr: 7.500e-04, eta: 19:28:26, time: 0.994, data_time: 0.140, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8445, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.9691 2020-10-03 11:31:47,192 - mmaction - INFO - Epoch [77][640/2825] lr: 7.500e-04, eta: 19:28:05, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4751, loss: 1.4751, grad_norm: 6.9474 2020-10-03 11:32:08,381 - mmaction - INFO - Epoch [77][660/2825] lr: 7.500e-04, eta: 19:27:44, time: 1.061, data_time: 0.006, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8344, loss_cls: 1.5306, loss: 1.5306, grad_norm: 7.1841 2020-10-03 11:32:28,109 - mmaction - INFO - Epoch [77][680/2825] lr: 7.500e-04, eta: 19:27:23, time: 0.986, data_time: 0.019, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8557, loss_cls: 1.4485, loss: 1.4485, grad_norm: 6.9961 2020-10-03 11:32:48,888 - mmaction - INFO - Epoch [77][700/2825] lr: 7.500e-04, eta: 19:27:02, time: 1.040, data_time: 0.005, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.0898 2020-10-03 11:33:10,091 - mmaction - INFO - Epoch [77][720/2825] lr: 7.500e-04, eta: 19:26:41, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8406, loss_cls: 1.5016, loss: 1.5016, grad_norm: 7.1412 2020-10-03 11:33:32,603 - mmaction - INFO - Epoch [77][740/2825] lr: 7.500e-04, eta: 19:26:21, time: 1.127, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8432, loss_cls: 1.5308, loss: 1.5308, grad_norm: 7.0944 2020-10-03 11:33:52,056 - mmaction - INFO - Epoch [77][760/2825] lr: 7.500e-04, eta: 19:26:00, time: 0.972, data_time: 0.001, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8404, loss_cls: 1.4800, loss: 1.4800, grad_norm: 7.0477 2020-10-03 11:34:12,111 - mmaction - INFO - Epoch [77][780/2825] lr: 7.500e-04, eta: 19:25:38, time: 1.003, data_time: 0.081, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8419, loss_cls: 1.5255, loss: 1.5255, grad_norm: 7.1083 2020-10-03 11:34:32,713 - mmaction - INFO - Epoch [77][800/2825] lr: 7.500e-04, eta: 19:25:17, time: 1.030, data_time: 0.207, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8466, loss_cls: 1.4828, loss: 1.4828, grad_norm: 6.9996 2020-10-03 11:34:53,569 - mmaction - INFO - Epoch [77][820/2825] lr: 7.500e-04, eta: 19:24:57, time: 1.044, data_time: 0.010, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8417, loss_cls: 1.5142, loss: 1.5142, grad_norm: 7.1580 2020-10-03 11:35:14,275 - mmaction - INFO - Epoch [77][840/2825] lr: 7.500e-04, eta: 19:24:36, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8352, loss_cls: 1.5181, loss: 1.5181, grad_norm: 7.0903 2020-10-03 11:35:35,588 - mmaction - INFO - Epoch [77][860/2825] lr: 7.500e-04, eta: 19:24:15, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8445, loss_cls: 1.4998, loss: 1.4998, grad_norm: 7.1676 2020-10-03 11:35:55,591 - mmaction - INFO - Epoch [77][880/2825] lr: 7.500e-04, eta: 19:23:54, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8365, loss_cls: 1.5481, loss: 1.5481, grad_norm: 7.1120 2020-10-03 11:36:15,818 - mmaction - INFO - Epoch [77][900/2825] lr: 7.500e-04, eta: 19:23:33, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8409, loss_cls: 1.4912, loss: 1.4912, grad_norm: 7.0569 2020-10-03 11:36:37,483 - mmaction - INFO - Epoch [77][920/2825] lr: 7.500e-04, eta: 19:23:12, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8299, loss_cls: 1.5436, loss: 1.5436, grad_norm: 7.0843 2020-10-03 11:36:58,845 - mmaction - INFO - Epoch [77][940/2825] lr: 7.500e-04, eta: 19:22:51, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8323, loss_cls: 1.5685, loss: 1.5685, grad_norm: 7.2163 2020-10-03 11:37:18,271 - mmaction - INFO - Epoch [77][960/2825] lr: 7.500e-04, eta: 19:22:30, time: 0.972, data_time: 0.008, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8464, loss_cls: 1.4704, loss: 1.4704, grad_norm: 6.9772 2020-10-03 11:37:38,665 - mmaction - INFO - Epoch [77][980/2825] lr: 7.500e-04, eta: 19:22:09, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8370, loss_cls: 1.5386, loss: 1.5386, grad_norm: 7.0359 2020-10-03 11:37:58,763 - mmaction - INFO - Epoch [77][1000/2825] lr: 7.500e-04, eta: 19:21:48, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5601, loss: 1.5601, grad_norm: 7.1590 2020-10-03 11:38:20,155 - mmaction - INFO - Epoch [77][1020/2825] lr: 7.500e-04, eta: 19:21:27, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8323, loss_cls: 1.5313, loss: 1.5313, grad_norm: 7.0398 2020-10-03 11:38:41,321 - mmaction - INFO - Epoch [77][1040/2825] lr: 7.500e-04, eta: 19:21:06, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8417, loss_cls: 1.5663, loss: 1.5663, grad_norm: 7.1426 2020-10-03 11:39:01,797 - mmaction - INFO - Epoch [77][1060/2825] lr: 7.500e-04, eta: 19:20:45, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8372, loss_cls: 1.5188, loss: 1.5188, grad_norm: 7.1649 2020-10-03 11:39:22,253 - mmaction - INFO - Epoch [77][1080/2825] lr: 7.500e-04, eta: 19:20:24, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8346, loss_cls: 1.5410, loss: 1.5410, grad_norm: 7.0663 2020-10-03 11:39:43,248 - mmaction - INFO - Epoch [77][1100/2825] lr: 7.500e-04, eta: 19:20:04, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8359, loss_cls: 1.5316, loss: 1.5316, grad_norm: 7.1581 2020-10-03 11:40:04,014 - mmaction - INFO - Epoch [77][1120/2825] lr: 7.500e-04, eta: 19:19:43, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.5232, loss: 1.5232, grad_norm: 7.0447 2020-10-03 11:40:25,113 - mmaction - INFO - Epoch [77][1140/2825] lr: 7.500e-04, eta: 19:19:22, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8339, loss_cls: 1.5405, loss: 1.5405, grad_norm: 7.0847 2020-10-03 11:40:45,626 - mmaction - INFO - Epoch [77][1160/2825] lr: 7.500e-04, eta: 19:19:01, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8435, loss_cls: 1.4915, loss: 1.4915, grad_norm: 7.0219 2020-10-03 11:41:06,956 - mmaction - INFO - Epoch [77][1180/2825] lr: 7.500e-04, eta: 19:18:40, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8398, loss_cls: 1.5152, loss: 1.5152, grad_norm: 7.0738 2020-10-03 11:41:26,999 - mmaction - INFO - Epoch [77][1200/2825] lr: 7.500e-04, eta: 19:18:19, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8398, loss_cls: 1.5199, loss: 1.5199, grad_norm: 7.1384 2020-10-03 11:41:48,557 - mmaction - INFO - Epoch [77][1220/2825] lr: 7.500e-04, eta: 19:17:58, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8378, loss_cls: 1.5376, loss: 1.5376, grad_norm: 7.1912 2020-10-03 11:42:09,338 - mmaction - INFO - Epoch [77][1240/2825] lr: 7.500e-04, eta: 19:17:38, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8419, loss_cls: 1.5045, loss: 1.5045, grad_norm: 7.0295 2020-10-03 11:42:29,551 - mmaction - INFO - Epoch [77][1260/2825] lr: 7.500e-04, eta: 19:17:16, time: 1.012, data_time: 0.003, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8375, loss_cls: 1.5217, loss: 1.5217, grad_norm: 6.9793 2020-10-03 11:42:51,177 - mmaction - INFO - Epoch [77][1280/2825] lr: 7.500e-04, eta: 19:16:56, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8313, loss_cls: 1.5812, loss: 1.5812, grad_norm: 7.1217 2020-10-03 11:43:11,240 - mmaction - INFO - Epoch [77][1300/2825] lr: 7.500e-04, eta: 19:16:35, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8435, loss_cls: 1.4940, loss: 1.4940, grad_norm: 7.0893 2020-10-03 11:43:31,407 - mmaction - INFO - Epoch [77][1320/2825] lr: 7.500e-04, eta: 19:16:14, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4886, loss: 1.4886, grad_norm: 6.9087 2020-10-03 11:43:52,222 - mmaction - INFO - Epoch [77][1340/2825] lr: 7.500e-04, eta: 19:15:53, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8385, loss_cls: 1.5149, loss: 1.5149, grad_norm: 6.9763 2020-10-03 11:44:12,818 - mmaction - INFO - Epoch [77][1360/2825] lr: 7.500e-04, eta: 19:15:32, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.5500, loss: 1.5500, grad_norm: 7.2037 2020-10-03 11:44:34,333 - mmaction - INFO - Epoch [77][1380/2825] lr: 7.500e-04, eta: 19:15:11, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8417, loss_cls: 1.5317, loss: 1.5317, grad_norm: 7.1646 2020-10-03 11:44:54,780 - mmaction - INFO - Epoch [77][1400/2825] lr: 7.500e-04, eta: 19:14:50, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8339, loss_cls: 1.5630, loss: 1.5630, grad_norm: 7.1971 2020-10-03 11:45:14,780 - mmaction - INFO - Epoch [77][1420/2825] lr: 7.500e-04, eta: 19:14:29, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8451, loss_cls: 1.5002, loss: 1.5002, grad_norm: 7.0895 2020-10-03 11:45:35,411 - mmaction - INFO - Epoch [77][1440/2825] lr: 7.500e-04, eta: 19:14:08, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8495, loss_cls: 1.4778, loss: 1.4778, grad_norm: 7.1073 2020-10-03 11:45:56,645 - mmaction - INFO - Epoch [77][1460/2825] lr: 7.500e-04, eta: 19:13:47, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8424, loss_cls: 1.5151, loss: 1.5151, grad_norm: 7.0390 2020-10-03 11:46:17,454 - mmaction - INFO - Epoch [77][1480/2825] lr: 7.500e-04, eta: 19:13:26, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.5161, loss: 1.5161, grad_norm: 7.0112 2020-10-03 11:46:37,910 - mmaction - INFO - Epoch [77][1500/2825] lr: 7.500e-04, eta: 19:13:05, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8336, loss_cls: 1.5178, loss: 1.5178, grad_norm: 7.0462 2020-10-03 11:46:57,622 - mmaction - INFO - Epoch [77][1520/2825] lr: 7.500e-04, eta: 19:12:44, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8396, loss_cls: 1.5276, loss: 1.5276, grad_norm: 7.1367 2020-10-03 11:47:18,866 - mmaction - INFO - Epoch [77][1540/2825] lr: 7.500e-04, eta: 19:12:23, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8341, loss_cls: 1.5390, loss: 1.5390, grad_norm: 6.9935 2020-10-03 11:47:39,432 - mmaction - INFO - Epoch [77][1560/2825] lr: 7.500e-04, eta: 19:12:02, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8445, loss_cls: 1.4828, loss: 1.4828, grad_norm: 6.9980 2020-10-03 11:48:00,198 - mmaction - INFO - Epoch [77][1580/2825] lr: 7.500e-04, eta: 19:11:42, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8375, loss_cls: 1.5322, loss: 1.5322, grad_norm: 7.1813 2020-10-03 11:48:21,722 - mmaction - INFO - Epoch [77][1600/2825] lr: 7.500e-04, eta: 19:11:21, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8341, loss_cls: 1.5418, loss: 1.5418, grad_norm: 7.0898 2020-10-03 11:48:43,027 - mmaction - INFO - Epoch [77][1620/2825] lr: 7.500e-04, eta: 19:11:00, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8339, loss_cls: 1.5508, loss: 1.5508, grad_norm: 7.2592 2020-10-03 11:49:02,848 - mmaction - INFO - Epoch [77][1640/2825] lr: 7.500e-04, eta: 19:10:39, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8302, loss_cls: 1.5746, loss: 1.5746, grad_norm: 7.2772 2020-10-03 11:49:22,997 - mmaction - INFO - Epoch [77][1660/2825] lr: 7.500e-04, eta: 19:10:18, time: 1.008, data_time: 0.045, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8451, loss_cls: 1.4698, loss: 1.4698, grad_norm: 7.0118 2020-10-03 11:49:43,735 - mmaction - INFO - Epoch [77][1680/2825] lr: 7.500e-04, eta: 19:09:57, time: 1.037, data_time: 0.242, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.5027, loss: 1.5027, grad_norm: 7.0498 2020-10-03 11:50:04,521 - mmaction - INFO - Epoch [77][1700/2825] lr: 7.500e-04, eta: 19:09:36, time: 1.040, data_time: 0.134, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8383, loss_cls: 1.5207, loss: 1.5207, grad_norm: 7.1193 2020-10-03 11:50:24,992 - mmaction - INFO - Epoch [77][1720/2825] lr: 7.500e-04, eta: 19:09:15, time: 1.024, data_time: 0.042, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8424, loss_cls: 1.4947, loss: 1.4947, grad_norm: 7.0444 2020-10-03 11:50:45,758 - mmaction - INFO - Epoch [77][1740/2825] lr: 7.500e-04, eta: 19:08:54, time: 1.038, data_time: 0.007, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8409, loss_cls: 1.5252, loss: 1.5252, grad_norm: 7.1186 2020-10-03 11:51:07,760 - mmaction - INFO - Epoch [77][1760/2825] lr: 7.500e-04, eta: 19:08:34, time: 1.099, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8404, loss_cls: 1.5190, loss: 1.5190, grad_norm: 7.1832 2020-10-03 11:51:27,228 - mmaction - INFO - Epoch [77][1780/2825] lr: 7.500e-04, eta: 19:08:12, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5371, loss: 1.5371, grad_norm: 6.9873 2020-10-03 11:51:47,758 - mmaction - INFO - Epoch [77][1800/2825] lr: 7.500e-04, eta: 19:07:51, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8367, loss_cls: 1.5701, loss: 1.5701, grad_norm: 7.2039 2020-10-03 11:52:07,711 - mmaction - INFO - Epoch [77][1820/2825] lr: 7.500e-04, eta: 19:07:30, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8448, loss_cls: 1.5111, loss: 1.5111, grad_norm: 7.0848 2020-10-03 11:52:28,600 - mmaction - INFO - Epoch [77][1840/2825] lr: 7.500e-04, eta: 19:07:09, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6250, top5_acc: 0.8378, loss_cls: 1.5694, loss: 1.5694, grad_norm: 7.2824 2020-10-03 11:52:48,856 - mmaction - INFO - Epoch [77][1860/2825] lr: 7.500e-04, eta: 19:06:48, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4982, loss: 1.4982, grad_norm: 7.0243 2020-10-03 11:53:10,120 - mmaction - INFO - Epoch [77][1880/2825] lr: 7.500e-04, eta: 19:06:28, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8307, loss_cls: 1.5707, loss: 1.5707, grad_norm: 7.2827 2020-10-03 11:53:30,445 - mmaction - INFO - Epoch [77][1900/2825] lr: 7.500e-04, eta: 19:06:06, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4746, loss: 1.4746, grad_norm: 6.9745 2020-10-03 11:53:51,035 - mmaction - INFO - Epoch [77][1920/2825] lr: 7.500e-04, eta: 19:05:46, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8372, loss_cls: 1.5283, loss: 1.5283, grad_norm: 7.1364 2020-10-03 11:54:11,764 - mmaction - INFO - Epoch [77][1940/2825] lr: 7.500e-04, eta: 19:05:25, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8339, loss_cls: 1.5866, loss: 1.5866, grad_norm: 7.2805 2020-10-03 11:54:33,944 - mmaction - INFO - Epoch [77][1960/2825] lr: 7.500e-04, eta: 19:05:04, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8474, loss_cls: 1.4699, loss: 1.4699, grad_norm: 7.1004 2020-10-03 11:54:52,686 - mmaction - INFO - Epoch [77][1980/2825] lr: 7.500e-04, eta: 19:04:43, time: 0.937, data_time: 0.001, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8339, loss_cls: 1.5281, loss: 1.5281, grad_norm: 7.1228 2020-10-03 11:55:14,188 - mmaction - INFO - Epoch [77][2000/2825] lr: 7.500e-04, eta: 19:04:22, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6297, top5_acc: 0.8484, loss_cls: 1.5103, loss: 1.5103, grad_norm: 7.0429 2020-10-03 11:55:33,893 - mmaction - INFO - Epoch [77][2020/2825] lr: 7.500e-04, eta: 19:04:01, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8453, loss_cls: 1.5363, loss: 1.5363, grad_norm: 7.1341 2020-10-03 11:55:55,460 - mmaction - INFO - Epoch [77][2040/2825] lr: 7.500e-04, eta: 19:03:40, time: 1.079, data_time: 0.003, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8344, loss_cls: 1.5072, loss: 1.5072, grad_norm: 7.0691 2020-10-03 11:56:16,106 - mmaction - INFO - Epoch [77][2060/2825] lr: 7.500e-04, eta: 19:03:19, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8346, loss_cls: 1.5218, loss: 1.5218, grad_norm: 7.1600 2020-10-03 11:56:36,050 - mmaction - INFO - Epoch [77][2080/2825] lr: 7.500e-04, eta: 19:02:58, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8466, loss_cls: 1.4721, loss: 1.4721, grad_norm: 7.0277 2020-10-03 11:56:57,115 - mmaction - INFO - Epoch [77][2100/2825] lr: 7.500e-04, eta: 19:02:37, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8482, loss_cls: 1.5176, loss: 1.5176, grad_norm: 7.0628 2020-10-03 11:57:17,661 - mmaction - INFO - Epoch [77][2120/2825] lr: 7.500e-04, eta: 19:02:16, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8404, loss_cls: 1.5402, loss: 1.5402, grad_norm: 7.2156 2020-10-03 11:57:37,733 - mmaction - INFO - Epoch [77][2140/2825] lr: 7.500e-04, eta: 19:01:55, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5378, loss: 1.5378, grad_norm: 7.0488 2020-10-03 11:57:58,857 - mmaction - INFO - Epoch [77][2160/2825] lr: 7.500e-04, eta: 19:01:34, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8318, loss_cls: 1.5535, loss: 1.5535, grad_norm: 7.1893 2020-10-03 11:58:19,554 - mmaction - INFO - Epoch [77][2180/2825] lr: 7.500e-04, eta: 19:01:13, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8357, loss_cls: 1.5357, loss: 1.5357, grad_norm: 7.1466 2020-10-03 11:58:39,724 - mmaction - INFO - Epoch [77][2200/2825] lr: 7.500e-04, eta: 19:00:52, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8380, loss_cls: 1.5473, loss: 1.5473, grad_norm: 7.1583 2020-10-03 11:59:00,575 - mmaction - INFO - Epoch [77][2220/2825] lr: 7.500e-04, eta: 19:00:31, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.5040, loss: 1.5040, grad_norm: 7.1397 2020-10-03 11:59:20,488 - mmaction - INFO - Epoch [77][2240/2825] lr: 7.500e-04, eta: 19:00:10, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8354, loss_cls: 1.5112, loss: 1.5112, grad_norm: 6.9982 2020-10-03 11:59:41,389 - mmaction - INFO - Epoch [77][2260/2825] lr: 7.500e-04, eta: 18:59:49, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8430, loss_cls: 1.5214, loss: 1.5214, grad_norm: 7.1515 2020-10-03 12:00:02,190 - mmaction - INFO - Epoch [77][2280/2825] lr: 7.500e-04, eta: 18:59:28, time: 1.041, data_time: 0.009, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8396, loss_cls: 1.5286, loss: 1.5286, grad_norm: 7.0930 2020-10-03 12:00:23,680 - mmaction - INFO - Epoch [77][2300/2825] lr: 7.500e-04, eta: 18:59:08, time: 1.073, data_time: 0.087, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8424, loss_cls: 1.5159, loss: 1.5159, grad_norm: 7.2604 2020-10-03 12:00:44,943 - mmaction - INFO - Epoch [77][2320/2825] lr: 7.500e-04, eta: 18:58:47, time: 1.064, data_time: 0.073, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8419, loss_cls: 1.5160, loss: 1.5160, grad_norm: 7.2029 2020-10-03 12:01:04,984 - mmaction - INFO - Epoch [77][2340/2825] lr: 7.500e-04, eta: 18:58:26, time: 1.002, data_time: 0.023, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8310, loss_cls: 1.5788, loss: 1.5788, grad_norm: 7.2553 2020-10-03 12:01:26,727 - mmaction - INFO - Epoch [77][2360/2825] lr: 7.500e-04, eta: 18:58:05, time: 1.087, data_time: 0.009, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8409, loss_cls: 1.5185, loss: 1.5185, grad_norm: 7.2452 2020-10-03 12:01:48,177 - mmaction - INFO - Epoch [77][2380/2825] lr: 7.500e-04, eta: 18:57:45, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8419, loss_cls: 1.5170, loss: 1.5170, grad_norm: 7.2333 2020-10-03 12:02:07,859 - mmaction - INFO - Epoch [77][2400/2825] lr: 7.500e-04, eta: 18:57:23, time: 0.985, data_time: 0.003, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5349, loss: 1.5349, grad_norm: 7.1170 2020-10-03 12:02:28,596 - mmaction - INFO - Epoch [77][2420/2825] lr: 7.500e-04, eta: 18:57:03, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8339, loss_cls: 1.5595, loss: 1.5595, grad_norm: 7.2353 2020-10-03 12:02:49,759 - mmaction - INFO - Epoch [77][2440/2825] lr: 7.500e-04, eta: 18:56:42, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5680, loss: 1.5680, grad_norm: 7.2710 2020-10-03 12:03:09,734 - mmaction - INFO - Epoch [77][2460/2825] lr: 7.500e-04, eta: 18:56:21, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8393, loss_cls: 1.5384, loss: 1.5384, grad_norm: 7.1394 2020-10-03 12:03:30,907 - mmaction - INFO - Epoch [77][2480/2825] lr: 7.500e-04, eta: 18:56:00, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8461, loss_cls: 1.5017, loss: 1.5017, grad_norm: 7.0328 2020-10-03 12:03:53,184 - mmaction - INFO - Epoch [77][2500/2825] lr: 7.500e-04, eta: 18:55:39, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8388, loss_cls: 1.5356, loss: 1.5356, grad_norm: 7.1925 2020-10-03 12:04:12,703 - mmaction - INFO - Epoch [77][2520/2825] lr: 7.500e-04, eta: 18:55:18, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8378, loss_cls: 1.5161, loss: 1.5161, grad_norm: 7.1739 2020-10-03 12:04:32,728 - mmaction - INFO - Epoch [77][2540/2825] lr: 7.500e-04, eta: 18:54:57, time: 1.000, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8438, loss_cls: 1.5144, loss: 1.5144, grad_norm: 7.2409 2020-10-03 12:04:54,446 - mmaction - INFO - Epoch [77][2560/2825] lr: 7.500e-04, eta: 18:54:36, time: 1.086, data_time: 0.045, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8451, loss_cls: 1.4756, loss: 1.4756, grad_norm: 6.9444 2020-10-03 12:05:15,357 - mmaction - INFO - Epoch [77][2580/2825] lr: 7.500e-04, eta: 18:54:15, time: 1.045, data_time: 0.007, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8375, loss_cls: 1.5459, loss: 1.5459, grad_norm: 7.0937 2020-10-03 12:05:35,646 - mmaction - INFO - Epoch [77][2600/2825] lr: 7.500e-04, eta: 18:53:54, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8438, loss_cls: 1.5112, loss: 1.5112, grad_norm: 7.0241 2020-10-03 12:05:55,323 - mmaction - INFO - Epoch [77][2620/2825] lr: 7.500e-04, eta: 18:53:33, time: 0.984, data_time: 0.003, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8385, loss_cls: 1.5368, loss: 1.5368, grad_norm: 7.0989 2020-10-03 12:06:16,379 - mmaction - INFO - Epoch [77][2640/2825] lr: 7.500e-04, eta: 18:53:12, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8503, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.9923 2020-10-03 12:06:38,832 - mmaction - INFO - Epoch [77][2660/2825] lr: 7.500e-04, eta: 18:52:52, time: 1.122, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8370, loss_cls: 1.5442, loss: 1.5442, grad_norm: 7.2659 2020-10-03 12:06:58,437 - mmaction - INFO - Epoch [77][2680/2825] lr: 7.500e-04, eta: 18:52:31, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8451, loss_cls: 1.5047, loss: 1.5047, grad_norm: 7.0482 2020-10-03 12:07:18,462 - mmaction - INFO - Epoch [77][2700/2825] lr: 7.500e-04, eta: 18:52:10, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8417, loss_cls: 1.5143, loss: 1.5143, grad_norm: 7.1020 2020-10-03 12:07:39,291 - mmaction - INFO - Epoch [77][2720/2825] lr: 7.500e-04, eta: 18:51:49, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8424, loss_cls: 1.5018, loss: 1.5018, grad_norm: 7.2112 2020-10-03 12:08:00,058 - mmaction - INFO - Epoch [77][2740/2825] lr: 7.500e-04, eta: 18:51:28, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8276, loss_cls: 1.5920, loss: 1.5920, grad_norm: 7.3635 2020-10-03 12:08:21,234 - mmaction - INFO - Epoch [77][2760/2825] lr: 7.500e-04, eta: 18:51:07, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8393, loss_cls: 1.5459, loss: 1.5459, grad_norm: 7.1475 2020-10-03 12:08:41,300 - mmaction - INFO - Epoch [77][2780/2825] lr: 7.500e-04, eta: 18:50:46, time: 1.004, data_time: 0.003, memory: 8353, top1_acc: 0.6326, top5_acc: 0.8305, loss_cls: 1.5787, loss: 1.5787, grad_norm: 7.3894 2020-10-03 12:09:01,941 - mmaction - INFO - Epoch [77][2800/2825] lr: 7.500e-04, eta: 18:50:25, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8427, loss_cls: 1.5061, loss: 1.5061, grad_norm: 7.1211 2020-10-03 12:09:22,292 - mmaction - INFO - Epoch [77][2820/2825] lr: 7.500e-04, eta: 18:50:04, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8409, loss_cls: 1.5134, loss: 1.5134, grad_norm: 7.2146 2020-10-03 12:09:29,148 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-10-03 12:10:18,663 - mmaction - INFO - Epoch [78][20/2825] lr: 7.500e-04, eta: 18:49:45, time: 2.427, data_time: 1.339, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8331, loss_cls: 1.5308, loss: 1.5308, grad_norm: 7.0532 2020-10-03 12:10:39,493 - mmaction - INFO - Epoch [78][40/2825] lr: 7.500e-04, eta: 18:49:24, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8451, loss_cls: 1.4592, loss: 1.4592, grad_norm: 7.0559 2020-10-03 12:11:00,178 - mmaction - INFO - Epoch [78][60/2825] lr: 7.500e-04, eta: 18:49:03, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8438, loss_cls: 1.5196, loss: 1.5196, grad_norm: 7.2129 2020-10-03 12:11:20,190 - mmaction - INFO - Epoch [78][80/2825] lr: 7.500e-04, eta: 18:48:42, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8339, loss_cls: 1.5652, loss: 1.5652, grad_norm: 7.2024 2020-10-03 12:11:41,842 - mmaction - INFO - Epoch [78][100/2825] lr: 7.500e-04, eta: 18:48:21, time: 1.083, data_time: 0.003, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8497, loss_cls: 1.5030, loss: 1.5030, grad_norm: 7.0522 2020-10-03 12:12:03,588 - mmaction - INFO - Epoch [78][120/2825] lr: 7.500e-04, eta: 18:48:00, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8466, loss_cls: 1.4859, loss: 1.4859, grad_norm: 7.0266 2020-10-03 12:12:23,826 - mmaction - INFO - Epoch [78][140/2825] lr: 7.500e-04, eta: 18:47:39, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8484, loss_cls: 1.4923, loss: 1.4923, grad_norm: 7.0259 2020-10-03 12:12:43,704 - mmaction - INFO - Epoch [78][160/2825] lr: 7.500e-04, eta: 18:47:18, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8380, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.9948 2020-10-03 12:13:04,831 - mmaction - INFO - Epoch [78][180/2825] lr: 7.500e-04, eta: 18:46:57, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8430, loss_cls: 1.5138, loss: 1.5138, grad_norm: 7.1041 2020-10-03 12:13:26,347 - mmaction - INFO - Epoch [78][200/2825] lr: 7.500e-04, eta: 18:46:37, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8432, loss_cls: 1.4991, loss: 1.4991, grad_norm: 7.1125 2020-10-03 12:13:46,011 - mmaction - INFO - Epoch [78][220/2825] lr: 7.500e-04, eta: 18:46:15, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8385, loss_cls: 1.5292, loss: 1.5292, grad_norm: 7.2049 2020-10-03 12:14:06,824 - mmaction - INFO - Epoch [78][240/2825] lr: 7.500e-04, eta: 18:45:55, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4980, loss: 1.4980, grad_norm: 7.1515 2020-10-03 12:14:28,067 - mmaction - INFO - Epoch [78][260/2825] lr: 7.500e-04, eta: 18:45:34, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8323, loss_cls: 1.5410, loss: 1.5410, grad_norm: 7.2180 2020-10-03 12:14:47,939 - mmaction - INFO - Epoch [78][280/2825] lr: 7.500e-04, eta: 18:45:13, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8414, loss_cls: 1.5253, loss: 1.5253, grad_norm: 7.1234 2020-10-03 12:15:08,929 - mmaction - INFO - Epoch [78][300/2825] lr: 7.500e-04, eta: 18:44:52, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8432, loss_cls: 1.5496, loss: 1.5496, grad_norm: 7.2745 2020-10-03 12:15:29,599 - mmaction - INFO - Epoch [78][320/2825] lr: 7.500e-04, eta: 18:44:31, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.5306, loss: 1.5306, grad_norm: 7.2212 2020-10-03 12:15:49,217 - mmaction - INFO - Epoch [78][340/2825] lr: 7.500e-04, eta: 18:44:10, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8391, loss_cls: 1.5467, loss: 1.5467, grad_norm: 7.2491 2020-10-03 12:16:10,349 - mmaction - INFO - Epoch [78][360/2825] lr: 7.500e-04, eta: 18:43:49, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8570, loss_cls: 1.4722, loss: 1.4722, grad_norm: 7.1166 2020-10-03 12:16:31,300 - mmaction - INFO - Epoch [78][380/2825] lr: 7.500e-04, eta: 18:43:28, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8490, loss_cls: 1.5029, loss: 1.5029, grad_norm: 7.1520 2020-10-03 12:16:52,381 - mmaction - INFO - Epoch [78][400/2825] lr: 7.500e-04, eta: 18:43:07, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8315, loss_cls: 1.5625, loss: 1.5625, grad_norm: 7.1401 2020-10-03 12:17:12,642 - mmaction - INFO - Epoch [78][420/2825] lr: 7.500e-04, eta: 18:42:46, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8427, loss_cls: 1.5129, loss: 1.5129, grad_norm: 7.2025 2020-10-03 12:17:33,723 - mmaction - INFO - Epoch [78][440/2825] lr: 7.500e-04, eta: 18:42:25, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8456, loss_cls: 1.5047, loss: 1.5047, grad_norm: 7.0527 2020-10-03 12:17:53,575 - mmaction - INFO - Epoch [78][460/2825] lr: 7.500e-04, eta: 18:42:04, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8471, loss_cls: 1.5058, loss: 1.5058, grad_norm: 7.1376 2020-10-03 12:18:14,960 - mmaction - INFO - Epoch [78][480/2825] lr: 7.500e-04, eta: 18:41:43, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6320, top5_acc: 0.8302, loss_cls: 1.5603, loss: 1.5603, grad_norm: 7.0735 2020-10-03 12:18:36,162 - mmaction - INFO - Epoch [78][500/2825] lr: 7.500e-04, eta: 18:41:23, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8388, loss_cls: 1.5430, loss: 1.5430, grad_norm: 7.2985 2020-10-03 12:18:55,415 - mmaction - INFO - Epoch [78][520/2825] lr: 7.500e-04, eta: 18:41:01, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8427, loss_cls: 1.5236, loss: 1.5236, grad_norm: 7.1392 2020-10-03 12:19:16,480 - mmaction - INFO - Epoch [78][540/2825] lr: 7.500e-04, eta: 18:40:41, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8430, loss_cls: 1.5139, loss: 1.5139, grad_norm: 7.1020 2020-10-03 12:19:38,864 - mmaction - INFO - Epoch [78][560/2825] lr: 7.500e-04, eta: 18:40:20, time: 1.120, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8419, loss_cls: 1.5124, loss: 1.5124, grad_norm: 7.1661 2020-10-03 12:19:59,364 - mmaction - INFO - Epoch [78][580/2825] lr: 7.500e-04, eta: 18:39:59, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8320, loss_cls: 1.5784, loss: 1.5784, grad_norm: 7.2400 2020-10-03 12:20:20,504 - mmaction - INFO - Epoch [78][600/2825] lr: 7.500e-04, eta: 18:39:38, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8430, loss_cls: 1.5227, loss: 1.5227, grad_norm: 7.1836 2020-10-03 12:20:40,858 - mmaction - INFO - Epoch [78][620/2825] lr: 7.500e-04, eta: 18:39:17, time: 1.018, data_time: 0.018, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8375, loss_cls: 1.5735, loss: 1.5735, grad_norm: 7.2849 2020-10-03 12:21:01,313 - mmaction - INFO - Epoch [78][640/2825] lr: 7.500e-04, eta: 18:38:56, time: 1.022, data_time: 0.027, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8490, loss_cls: 1.5054, loss: 1.5054, grad_norm: 7.0231 2020-10-03 12:21:22,441 - mmaction - INFO - Epoch [78][660/2825] lr: 7.500e-04, eta: 18:38:36, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8451, loss_cls: 1.4957, loss: 1.4957, grad_norm: 7.1169 2020-10-03 12:21:42,883 - mmaction - INFO - Epoch [78][680/2825] lr: 7.500e-04, eta: 18:38:15, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8453, loss_cls: 1.5108, loss: 1.5108, grad_norm: 7.1013 2020-10-03 12:22:03,224 - mmaction - INFO - Epoch [78][700/2825] lr: 7.500e-04, eta: 18:37:54, time: 1.018, data_time: 0.015, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8375, loss_cls: 1.5310, loss: 1.5310, grad_norm: 7.1558 2020-10-03 12:22:24,184 - mmaction - INFO - Epoch [78][720/2825] lr: 7.500e-04, eta: 18:37:33, time: 1.047, data_time: 0.057, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8435, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.1171 2020-10-03 12:22:45,115 - mmaction - INFO - Epoch [78][740/2825] lr: 7.500e-04, eta: 18:37:12, time: 1.047, data_time: 0.235, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8469, loss_cls: 1.4776, loss: 1.4776, grad_norm: 7.0874 2020-10-03 12:23:05,809 - mmaction - INFO - Epoch [78][760/2825] lr: 7.500e-04, eta: 18:36:51, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8443, loss_cls: 1.5389, loss: 1.5389, grad_norm: 7.1073 2020-10-03 12:23:26,482 - mmaction - INFO - Epoch [78][780/2825] lr: 7.500e-04, eta: 18:36:30, time: 1.034, data_time: 0.076, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8490, loss_cls: 1.4939, loss: 1.4939, grad_norm: 7.0274 2020-10-03 12:23:46,772 - mmaction - INFO - Epoch [78][800/2825] lr: 7.500e-04, eta: 18:36:09, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6294, top5_acc: 0.8336, loss_cls: 1.5517, loss: 1.5517, grad_norm: 7.2580 2020-10-03 12:24:07,616 - mmaction - INFO - Epoch [78][820/2825] lr: 7.500e-04, eta: 18:35:48, time: 1.041, data_time: 0.055, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8344, loss_cls: 1.5580, loss: 1.5580, grad_norm: 7.1015 2020-10-03 12:24:28,731 - mmaction - INFO - Epoch [78][840/2825] lr: 7.500e-04, eta: 18:35:27, time: 1.055, data_time: 0.057, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8372, loss_cls: 1.5260, loss: 1.5260, grad_norm: 7.1469 2020-10-03 12:24:49,730 - mmaction - INFO - Epoch [78][860/2825] lr: 7.500e-04, eta: 18:35:06, time: 1.051, data_time: 0.012, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8479, loss_cls: 1.4890, loss: 1.4890, grad_norm: 7.0876 2020-10-03 12:25:10,242 - mmaction - INFO - Epoch [78][880/2825] lr: 7.500e-04, eta: 18:34:45, time: 1.024, data_time: 0.005, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8307, loss_cls: 1.5480, loss: 1.5480, grad_norm: 7.3204 2020-10-03 12:25:30,818 - mmaction - INFO - Epoch [78][900/2825] lr: 7.500e-04, eta: 18:34:24, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8349, loss_cls: 1.5382, loss: 1.5382, grad_norm: 7.2730 2020-10-03 12:25:51,248 - mmaction - INFO - Epoch [78][920/2825] lr: 7.500e-04, eta: 18:34:03, time: 1.022, data_time: 0.076, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8380, loss_cls: 1.5075, loss: 1.5075, grad_norm: 7.0979 2020-10-03 12:26:11,878 - mmaction - INFO - Epoch [78][940/2825] lr: 7.500e-04, eta: 18:33:43, time: 1.032, data_time: 0.120, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8456, loss_cls: 1.4936, loss: 1.4936, grad_norm: 7.1610 2020-10-03 12:26:31,948 - mmaction - INFO - Epoch [78][960/2825] lr: 7.500e-04, eta: 18:33:21, time: 1.003, data_time: 0.341, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8396, loss_cls: 1.5528, loss: 1.5528, grad_norm: 7.3826 2020-10-03 12:26:53,016 - mmaction - INFO - Epoch [78][980/2825] lr: 7.500e-04, eta: 18:33:01, time: 1.053, data_time: 0.387, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8435, loss_cls: 1.5115, loss: 1.5115, grad_norm: 7.1513 2020-10-03 12:27:13,706 - mmaction - INFO - Epoch [78][1000/2825] lr: 7.500e-04, eta: 18:32:40, time: 1.035, data_time: 0.114, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8372, loss_cls: 1.5453, loss: 1.5453, grad_norm: 7.3342 2020-10-03 12:27:35,152 - mmaction - INFO - Epoch [78][1020/2825] lr: 7.500e-04, eta: 18:32:19, time: 1.072, data_time: 0.041, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8417, loss_cls: 1.5241, loss: 1.5241, grad_norm: 7.1273 2020-10-03 12:27:56,413 - mmaction - INFO - Epoch [78][1040/2825] lr: 7.500e-04, eta: 18:31:58, time: 1.063, data_time: 0.014, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8518, loss_cls: 1.4627, loss: 1.4627, grad_norm: 7.2031 2020-10-03 12:28:16,032 - mmaction - INFO - Epoch [78][1060/2825] lr: 7.500e-04, eta: 18:31:37, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5761, loss: 1.5761, grad_norm: 7.3014 2020-10-03 12:28:37,844 - mmaction - INFO - Epoch [78][1080/2825] lr: 7.500e-04, eta: 18:31:16, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8435, loss_cls: 1.5239, loss: 1.5239, grad_norm: 7.1971 2020-10-03 12:28:58,196 - mmaction - INFO - Epoch [78][1100/2825] lr: 7.500e-04, eta: 18:30:55, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8378, loss_cls: 1.5435, loss: 1.5435, grad_norm: 7.2117 2020-10-03 12:29:17,444 - mmaction - INFO - Epoch [78][1120/2825] lr: 7.500e-04, eta: 18:30:34, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5036, loss: 1.5036, grad_norm: 7.1873 2020-10-03 12:29:38,305 - mmaction - INFO - Epoch [78][1140/2825] lr: 7.500e-04, eta: 18:30:13, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6372, top5_acc: 0.8341, loss_cls: 1.5465, loss: 1.5465, grad_norm: 7.2280 2020-10-03 12:29:59,362 - mmaction - INFO - Epoch [78][1160/2825] lr: 7.500e-04, eta: 18:29:52, time: 1.053, data_time: 0.048, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8333, loss_cls: 1.5720, loss: 1.5720, grad_norm: 7.2682 2020-10-03 12:30:21,054 - mmaction - INFO - Epoch [78][1180/2825] lr: 7.500e-04, eta: 18:29:32, time: 1.084, data_time: 0.042, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8401, loss_cls: 1.5184, loss: 1.5184, grad_norm: 7.1607 2020-10-03 12:30:41,339 - mmaction - INFO - Epoch [78][1200/2825] lr: 7.500e-04, eta: 18:29:11, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8294, loss_cls: 1.5848, loss: 1.5848, grad_norm: 7.2389 2020-10-03 12:31:01,617 - mmaction - INFO - Epoch [78][1220/2825] lr: 7.500e-04, eta: 18:28:50, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8424, loss_cls: 1.5037, loss: 1.5037, grad_norm: 7.0828 2020-10-03 12:31:22,754 - mmaction - INFO - Epoch [78][1240/2825] lr: 7.500e-04, eta: 18:28:29, time: 1.058, data_time: 0.007, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.0806 2020-10-03 12:31:43,416 - mmaction - INFO - Epoch [78][1260/2825] lr: 7.500e-04, eta: 18:28:08, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8440, loss_cls: 1.4722, loss: 1.4722, grad_norm: 7.1368 2020-10-03 12:32:03,600 - mmaction - INFO - Epoch [78][1280/2825] lr: 7.500e-04, eta: 18:27:47, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8404, loss_cls: 1.4927, loss: 1.4927, grad_norm: 7.1110 2020-10-03 12:32:25,187 - mmaction - INFO - Epoch [78][1300/2825] lr: 7.500e-04, eta: 18:27:26, time: 1.081, data_time: 0.003, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8383, loss_cls: 1.5354, loss: 1.5354, grad_norm: 7.2436 2020-10-03 12:32:45,094 - mmaction - INFO - Epoch [78][1320/2825] lr: 7.500e-04, eta: 18:27:05, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8362, loss_cls: 1.5284, loss: 1.5284, grad_norm: 7.1058 2020-10-03 12:33:05,994 - mmaction - INFO - Epoch [78][1340/2825] lr: 7.500e-04, eta: 18:26:44, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8440, loss_cls: 1.4996, loss: 1.4996, grad_norm: 7.1367 2020-10-03 12:33:26,288 - mmaction - INFO - Epoch [78][1360/2825] lr: 7.500e-04, eta: 18:26:23, time: 1.015, data_time: 0.178, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8419, loss_cls: 1.5363, loss: 1.5363, grad_norm: 7.1590 2020-10-03 12:33:45,776 - mmaction - INFO - Epoch [78][1380/2825] lr: 7.500e-04, eta: 18:26:02, time: 0.974, data_time: 0.141, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8503, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.9905 2020-10-03 12:34:06,675 - mmaction - INFO - Epoch [78][1400/2825] lr: 7.500e-04, eta: 18:25:41, time: 1.045, data_time: 0.125, memory: 8353, top1_acc: 0.6333, top5_acc: 0.8409, loss_cls: 1.5132, loss: 1.5132, grad_norm: 7.0895 2020-10-03 12:34:27,747 - mmaction - INFO - Epoch [78][1420/2825] lr: 7.500e-04, eta: 18:25:20, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8396, loss_cls: 1.4864, loss: 1.4864, grad_norm: 6.9321 2020-10-03 12:34:48,903 - mmaction - INFO - Epoch [78][1440/2825] lr: 7.500e-04, eta: 18:24:59, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.5000, loss: 1.5000, grad_norm: 7.1638 2020-10-03 12:35:09,935 - mmaction - INFO - Epoch [78][1460/2825] lr: 7.500e-04, eta: 18:24:39, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8396, loss_cls: 1.5231, loss: 1.5231, grad_norm: 7.1105 2020-10-03 12:35:29,569 - mmaction - INFO - Epoch [78][1480/2825] lr: 7.500e-04, eta: 18:24:17, time: 0.982, data_time: 0.060, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8513, loss_cls: 1.4936, loss: 1.4936, grad_norm: 7.2197 2020-10-03 12:35:50,374 - mmaction - INFO - Epoch [78][1500/2825] lr: 7.500e-04, eta: 18:23:56, time: 1.041, data_time: 0.021, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8464, loss_cls: 1.5089, loss: 1.5089, grad_norm: 7.1367 2020-10-03 12:36:11,093 - mmaction - INFO - Epoch [78][1520/2825] lr: 7.500e-04, eta: 18:23:36, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8323, loss_cls: 1.5487, loss: 1.5487, grad_norm: 7.2354 2020-10-03 12:36:31,770 - mmaction - INFO - Epoch [78][1540/2825] lr: 7.500e-04, eta: 18:23:15, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8346, loss_cls: 1.5216, loss: 1.5216, grad_norm: 7.0400 2020-10-03 12:36:52,547 - mmaction - INFO - Epoch [78][1560/2825] lr: 7.500e-04, eta: 18:22:54, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8359, loss_cls: 1.5625, loss: 1.5625, grad_norm: 7.3937 2020-10-03 12:37:13,614 - mmaction - INFO - Epoch [78][1580/2825] lr: 7.500e-04, eta: 18:22:33, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8318, loss_cls: 1.5417, loss: 1.5417, grad_norm: 7.0605 2020-10-03 12:37:33,513 - mmaction - INFO - Epoch [78][1600/2825] lr: 7.500e-04, eta: 18:22:12, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8393, loss_cls: 1.5067, loss: 1.5067, grad_norm: 7.0925 2020-10-03 12:37:54,751 - mmaction - INFO - Epoch [78][1620/2825] lr: 7.500e-04, eta: 18:21:51, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8419, loss_cls: 1.4985, loss: 1.4985, grad_norm: 7.0559 2020-10-03 12:38:15,072 - mmaction - INFO - Epoch [78][1640/2825] lr: 7.500e-04, eta: 18:21:30, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8333, loss_cls: 1.5578, loss: 1.5578, grad_norm: 7.1199 2020-10-03 12:38:36,244 - mmaction - INFO - Epoch [78][1660/2825] lr: 7.500e-04, eta: 18:21:09, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8495, loss_cls: 1.4727, loss: 1.4727, grad_norm: 7.1669 2020-10-03 12:38:57,429 - mmaction - INFO - Epoch [78][1680/2825] lr: 7.500e-04, eta: 18:20:48, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8354, loss_cls: 1.5523, loss: 1.5523, grad_norm: 7.1175 2020-10-03 12:39:17,412 - mmaction - INFO - Epoch [78][1700/2825] lr: 7.500e-04, eta: 18:20:27, time: 0.999, data_time: 0.020, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8440, loss_cls: 1.5238, loss: 1.5238, grad_norm: 7.1987 2020-10-03 12:39:38,150 - mmaction - INFO - Epoch [78][1720/2825] lr: 7.500e-04, eta: 18:20:06, time: 1.038, data_time: 0.159, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8419, loss_cls: 1.5089, loss: 1.5089, grad_norm: 7.2291 2020-10-03 12:39:58,031 - mmaction - INFO - Epoch [78][1740/2825] lr: 7.500e-04, eta: 18:19:45, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8378, loss_cls: 1.5235, loss: 1.5235, grad_norm: 7.1724 2020-10-03 12:40:18,907 - mmaction - INFO - Epoch [78][1760/2825] lr: 7.500e-04, eta: 18:19:24, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8326, loss_cls: 1.5503, loss: 1.5503, grad_norm: 7.2328 2020-10-03 12:40:39,265 - mmaction - INFO - Epoch [78][1780/2825] lr: 7.500e-04, eta: 18:19:03, time: 1.017, data_time: 0.001, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8432, loss_cls: 1.5132, loss: 1.5132, grad_norm: 7.1492 2020-10-03 12:40:59,943 - mmaction - INFO - Epoch [78][1800/2825] lr: 7.500e-04, eta: 18:18:42, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8385, loss_cls: 1.4954, loss: 1.4954, grad_norm: 7.1119 2020-10-03 12:41:21,675 - mmaction - INFO - Epoch [78][1820/2825] lr: 7.500e-04, eta: 18:18:22, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5533, loss: 1.5533, grad_norm: 7.1546 2020-10-03 12:41:42,649 - mmaction - INFO - Epoch [78][1840/2825] lr: 7.500e-04, eta: 18:18:01, time: 1.050, data_time: 0.011, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4697, loss: 1.4697, grad_norm: 7.0784 2020-10-03 12:42:03,456 - mmaction - INFO - Epoch [78][1860/2825] lr: 7.500e-04, eta: 18:17:40, time: 1.040, data_time: 0.073, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8370, loss_cls: 1.5247, loss: 1.5247, grad_norm: 7.3020 2020-10-03 12:42:24,440 - mmaction - INFO - Epoch [78][1880/2825] lr: 7.500e-04, eta: 18:17:19, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8409, loss_cls: 1.5395, loss: 1.5395, grad_norm: 7.2521 2020-10-03 12:42:45,950 - mmaction - INFO - Epoch [78][1900/2825] lr: 7.500e-04, eta: 18:16:58, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8286, loss_cls: 1.5900, loss: 1.5900, grad_norm: 7.3297 2020-10-03 12:43:05,647 - mmaction - INFO - Epoch [78][1920/2825] lr: 7.500e-04, eta: 18:16:37, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8479, loss_cls: 1.4826, loss: 1.4826, grad_norm: 6.9608 2020-10-03 12:43:26,419 - mmaction - INFO - Epoch [78][1940/2825] lr: 7.500e-04, eta: 18:16:16, time: 1.038, data_time: 0.017, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8326, loss_cls: 1.5518, loss: 1.5518, grad_norm: 7.2221 2020-10-03 12:43:46,631 - mmaction - INFO - Epoch [78][1960/2825] lr: 7.500e-04, eta: 18:15:55, time: 1.011, data_time: 0.016, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8339, loss_cls: 1.5480, loss: 1.5480, grad_norm: 7.0793 2020-10-03 12:44:06,683 - mmaction - INFO - Epoch [78][1980/2825] lr: 7.500e-04, eta: 18:15:34, time: 1.002, data_time: 0.097, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8362, loss_cls: 1.5016, loss: 1.5016, grad_norm: 6.8824 2020-10-03 12:44:27,418 - mmaction - INFO - Epoch [78][2000/2825] lr: 7.500e-04, eta: 18:15:13, time: 1.036, data_time: 0.026, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8349, loss_cls: 1.5283, loss: 1.5283, grad_norm: 7.2623 2020-10-03 12:44:48,173 - mmaction - INFO - Epoch [78][2020/2825] lr: 7.500e-04, eta: 18:14:52, time: 1.039, data_time: 0.008, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4930, loss: 1.4930, grad_norm: 7.0264 2020-10-03 12:45:08,433 - mmaction - INFO - Epoch [78][2040/2825] lr: 7.500e-04, eta: 18:14:31, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6273, top5_acc: 0.8302, loss_cls: 1.5710, loss: 1.5710, grad_norm: 7.2305 2020-10-03 12:45:29,099 - mmaction - INFO - Epoch [78][2060/2825] lr: 7.500e-04, eta: 18:14:10, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8318, loss_cls: 1.5530, loss: 1.5530, grad_norm: 7.1224 2020-10-03 12:45:51,124 - mmaction - INFO - Epoch [78][2080/2825] lr: 7.500e-04, eta: 18:13:50, time: 1.101, data_time: 0.017, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8469, loss_cls: 1.4686, loss: 1.4686, grad_norm: 7.1054 2020-10-03 12:46:10,170 - mmaction - INFO - Epoch [78][2100/2825] lr: 7.500e-04, eta: 18:13:29, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8393, loss_cls: 1.5297, loss: 1.5297, grad_norm: 7.2196 2020-10-03 12:46:30,746 - mmaction - INFO - Epoch [78][2120/2825] lr: 7.500e-04, eta: 18:13:08, time: 1.028, data_time: 0.034, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8302, loss_cls: 1.5747, loss: 1.5747, grad_norm: 7.3162 2020-10-03 12:46:51,326 - mmaction - INFO - Epoch [78][2140/2825] lr: 7.500e-04, eta: 18:12:47, time: 1.029, data_time: 0.275, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8393, loss_cls: 1.5402, loss: 1.5402, grad_norm: 7.0985 2020-10-03 12:47:12,896 - mmaction - INFO - Epoch [78][2160/2825] lr: 7.500e-04, eta: 18:12:26, time: 1.078, data_time: 0.157, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8419, loss_cls: 1.4927, loss: 1.4927, grad_norm: 7.0619 2020-10-03 12:47:32,085 - mmaction - INFO - Epoch [78][2180/2825] lr: 7.500e-04, eta: 18:12:05, time: 0.960, data_time: 0.219, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8443, loss_cls: 1.4987, loss: 1.4987, grad_norm: 7.1181 2020-10-03 12:47:54,240 - mmaction - INFO - Epoch [78][2200/2825] lr: 7.500e-04, eta: 18:11:44, time: 1.107, data_time: 0.035, memory: 8353, top1_acc: 0.6292, top5_acc: 0.8305, loss_cls: 1.5590, loss: 1.5590, grad_norm: 7.1100 2020-10-03 12:48:14,395 - mmaction - INFO - Epoch [78][2220/2825] lr: 7.500e-04, eta: 18:11:23, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8378, loss_cls: 1.5425, loss: 1.5425, grad_norm: 7.3428 2020-10-03 12:48:35,452 - mmaction - INFO - Epoch [78][2240/2825] lr: 7.500e-04, eta: 18:11:02, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8326, loss_cls: 1.5643, loss: 1.5643, grad_norm: 7.1794 2020-10-03 12:48:56,084 - mmaction - INFO - Epoch [78][2260/2825] lr: 7.500e-04, eta: 18:10:41, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8440, loss_cls: 1.5038, loss: 1.5038, grad_norm: 7.1329 2020-10-03 12:49:15,260 - mmaction - INFO - Epoch [78][2280/2825] lr: 7.500e-04, eta: 18:10:20, time: 0.959, data_time: 0.001, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8495, loss_cls: 1.4943, loss: 1.4943, grad_norm: 7.2070 2020-10-03 12:49:36,208 - mmaction - INFO - Epoch [78][2300/2825] lr: 7.500e-04, eta: 18:09:59, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8385, loss_cls: 1.5157, loss: 1.5157, grad_norm: 7.2532 2020-10-03 12:49:56,314 - mmaction - INFO - Epoch [78][2320/2825] lr: 7.500e-04, eta: 18:09:38, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6284, top5_acc: 0.8349, loss_cls: 1.5665, loss: 1.5665, grad_norm: 7.3349 2020-10-03 12:50:17,571 - mmaction - INFO - Epoch [78][2340/2825] lr: 7.500e-04, eta: 18:09:17, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8372, loss_cls: 1.5416, loss: 1.5416, grad_norm: 7.2226 2020-10-03 12:50:38,669 - mmaction - INFO - Epoch [78][2360/2825] lr: 7.500e-04, eta: 18:08:56, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8326, loss_cls: 1.5605, loss: 1.5605, grad_norm: 7.1955 2020-10-03 12:51:00,552 - mmaction - INFO - Epoch [78][2380/2825] lr: 7.500e-04, eta: 18:08:36, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8505, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.0585 2020-10-03 12:51:22,215 - mmaction - INFO - Epoch [78][2400/2825] lr: 7.500e-04, eta: 18:08:15, time: 1.084, data_time: 0.003, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8396, loss_cls: 1.5250, loss: 1.5250, grad_norm: 7.2706 2020-10-03 12:51:42,776 - mmaction - INFO - Epoch [78][2420/2825] lr: 7.500e-04, eta: 18:07:54, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8263, loss_cls: 1.5620, loss: 1.5620, grad_norm: 7.1588 2020-10-03 12:52:04,316 - mmaction - INFO - Epoch [78][2440/2825] lr: 7.500e-04, eta: 18:07:34, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6266, top5_acc: 0.8315, loss_cls: 1.5707, loss: 1.5707, grad_norm: 7.2065 2020-10-03 12:52:24,881 - mmaction - INFO - Epoch [78][2460/2825] lr: 7.500e-04, eta: 18:07:13, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4775, loss: 1.4775, grad_norm: 7.1227 2020-10-03 12:52:44,514 - mmaction - INFO - Epoch [78][2480/2825] lr: 7.500e-04, eta: 18:06:51, time: 0.980, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8349, loss_cls: 1.5540, loss: 1.5540, grad_norm: 7.2102 2020-10-03 12:53:04,980 - mmaction - INFO - Epoch [78][2500/2825] lr: 7.500e-04, eta: 18:06:30, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8404, loss_cls: 1.5010, loss: 1.5010, grad_norm: 7.0936 2020-10-03 12:53:26,913 - mmaction - INFO - Epoch [78][2520/2825] lr: 7.500e-04, eta: 18:06:10, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8466, loss_cls: 1.4866, loss: 1.4866, grad_norm: 7.1804 2020-10-03 12:53:46,169 - mmaction - INFO - Epoch [78][2540/2825] lr: 7.500e-04, eta: 18:05:48, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8487, loss_cls: 1.4942, loss: 1.4942, grad_norm: 6.9946 2020-10-03 12:54:06,713 - mmaction - INFO - Epoch [78][2560/2825] lr: 7.500e-04, eta: 18:05:28, time: 1.028, data_time: 0.022, memory: 8353, top1_acc: 0.6253, top5_acc: 0.8297, loss_cls: 1.5795, loss: 1.5795, grad_norm: 7.3279 2020-10-03 12:54:28,148 - mmaction - INFO - Epoch [78][2580/2825] lr: 7.500e-04, eta: 18:05:07, time: 1.071, data_time: 0.025, memory: 8353, top1_acc: 0.6216, top5_acc: 0.8385, loss_cls: 1.5804, loss: 1.5804, grad_norm: 7.3020 2020-10-03 12:54:48,233 - mmaction - INFO - Epoch [78][2600/2825] lr: 7.500e-04, eta: 18:04:46, time: 1.004, data_time: 0.055, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8307, loss_cls: 1.5569, loss: 1.5569, grad_norm: 7.0500 2020-10-03 12:55:09,006 - mmaction - INFO - Epoch [78][2620/2825] lr: 7.500e-04, eta: 18:04:25, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8424, loss_cls: 1.5148, loss: 1.5148, grad_norm: 7.1153 2020-10-03 12:55:30,353 - mmaction - INFO - Epoch [78][2640/2825] lr: 7.500e-04, eta: 18:04:04, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.5007, loss: 1.5007, grad_norm: 7.0741 2020-10-03 12:55:49,884 - mmaction - INFO - Epoch [78][2660/2825] lr: 7.500e-04, eta: 18:03:43, time: 0.977, data_time: 0.001, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8419, loss_cls: 1.5133, loss: 1.5133, grad_norm: 7.2178 2020-10-03 12:56:11,560 - mmaction - INFO - Epoch [78][2680/2825] lr: 7.500e-04, eta: 18:03:22, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8461, loss_cls: 1.5241, loss: 1.5241, grad_norm: 7.1968 2020-10-03 12:56:31,222 - mmaction - INFO - Epoch [78][2700/2825] lr: 7.500e-04, eta: 18:03:01, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8331, loss_cls: 1.5611, loss: 1.5611, grad_norm: 7.1499 2020-10-03 12:56:51,948 - mmaction - INFO - Epoch [78][2720/2825] lr: 7.500e-04, eta: 18:02:40, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8357, loss_cls: 1.5393, loss: 1.5393, grad_norm: 7.1852 2020-10-03 12:57:12,735 - mmaction - INFO - Epoch [78][2740/2825] lr: 7.500e-04, eta: 18:02:19, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5795, loss: 1.5795, grad_norm: 7.3816 2020-10-03 12:57:32,882 - mmaction - INFO - Epoch [78][2760/2825] lr: 7.500e-04, eta: 18:01:58, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8372, loss_cls: 1.5219, loss: 1.5219, grad_norm: 7.1898 2020-10-03 12:57:55,071 - mmaction - INFO - Epoch [78][2780/2825] lr: 7.500e-04, eta: 18:01:38, time: 1.109, data_time: 0.003, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8456, loss_cls: 1.5102, loss: 1.5102, grad_norm: 7.1244 2020-10-03 12:58:16,412 - mmaction - INFO - Epoch [78][2800/2825] lr: 7.500e-04, eta: 18:01:17, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.5351, loss: 1.5351, grad_norm: 7.1472 2020-10-03 12:58:36,823 - mmaction - INFO - Epoch [78][2820/2825] lr: 7.500e-04, eta: 18:00:56, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8313, loss_cls: 1.5588, loss: 1.5588, grad_norm: 7.2678 2020-10-03 12:58:41,424 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-10-03 12:59:27,320 - mmaction - INFO - Epoch [79][20/2825] lr: 7.500e-04, eta: 18:00:35, time: 2.245, data_time: 1.487, memory: 8353, top1_acc: 0.6279, top5_acc: 0.8349, loss_cls: 1.5473, loss: 1.5473, grad_norm: 7.1470 2020-10-03 12:59:49,083 - mmaction - INFO - Epoch [79][40/2825] lr: 7.500e-04, eta: 18:00:14, time: 1.088, data_time: 0.247, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8354, loss_cls: 1.5344, loss: 1.5344, grad_norm: 7.0550 2020-10-03 13:00:09,609 - mmaction - INFO - Epoch [79][60/2825] lr: 7.500e-04, eta: 17:59:54, time: 1.026, data_time: 0.017, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8484, loss_cls: 1.4942, loss: 1.4942, grad_norm: 7.1402 2020-10-03 13:00:31,060 - mmaction - INFO - Epoch [79][80/2825] lr: 7.500e-04, eta: 17:59:33, time: 1.074, data_time: 0.008, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8471, loss_cls: 1.5145, loss: 1.5145, grad_norm: 7.3210 2020-10-03 13:00:51,722 - mmaction - INFO - Epoch [79][100/2825] lr: 7.500e-04, eta: 17:59:12, time: 1.033, data_time: 0.010, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8424, loss_cls: 1.4927, loss: 1.4927, grad_norm: 7.1100 2020-10-03 13:01:12,506 - mmaction - INFO - Epoch [79][120/2825] lr: 7.500e-04, eta: 17:58:51, time: 1.039, data_time: 0.011, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8326, loss_cls: 1.5324, loss: 1.5324, grad_norm: 7.2114 2020-10-03 13:01:33,906 - mmaction - INFO - Epoch [79][140/2825] lr: 7.500e-04, eta: 17:58:30, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8393, loss_cls: 1.5187, loss: 1.5187, grad_norm: 7.1693 2020-10-03 13:01:54,438 - mmaction - INFO - Epoch [79][160/2825] lr: 7.500e-04, eta: 17:58:09, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8419, loss_cls: 1.5184, loss: 1.5184, grad_norm: 7.1450 2020-10-03 13:02:14,444 - mmaction - INFO - Epoch [79][180/2825] lr: 7.500e-04, eta: 17:57:48, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8362, loss_cls: 1.5445, loss: 1.5445, grad_norm: 7.3173 2020-10-03 13:02:35,570 - mmaction - INFO - Epoch [79][200/2825] lr: 7.500e-04, eta: 17:57:27, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8398, loss_cls: 1.4926, loss: 1.4926, grad_norm: 7.1844 2020-10-03 13:02:56,592 - mmaction - INFO - Epoch [79][220/2825] lr: 7.500e-04, eta: 17:57:07, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8310, loss_cls: 1.5401, loss: 1.5401, grad_norm: 7.1779 2020-10-03 13:03:16,228 - mmaction - INFO - Epoch [79][240/2825] lr: 7.500e-04, eta: 17:56:45, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8385, loss_cls: 1.5286, loss: 1.5286, grad_norm: 7.0938 2020-10-03 13:03:37,436 - mmaction - INFO - Epoch [79][260/2825] lr: 7.500e-04, eta: 17:56:25, time: 1.061, data_time: 0.043, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8341, loss_cls: 1.5287, loss: 1.5287, grad_norm: 6.9970 2020-10-03 13:03:57,885 - mmaction - INFO - Epoch [79][280/2825] lr: 7.500e-04, eta: 17:56:04, time: 1.022, data_time: 0.234, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8466, loss_cls: 1.4252, loss: 1.4252, grad_norm: 6.8753 2020-10-03 13:04:19,208 - mmaction - INFO - Epoch [79][300/2825] lr: 7.500e-04, eta: 17:55:43, time: 1.067, data_time: 0.244, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8404, loss_cls: 1.5119, loss: 1.5119, grad_norm: 7.2260 2020-10-03 13:04:39,226 - mmaction - INFO - Epoch [79][320/2825] lr: 7.500e-04, eta: 17:55:22, time: 1.001, data_time: 0.343, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8359, loss_cls: 1.5540, loss: 1.5540, grad_norm: 7.2542 2020-10-03 13:05:00,726 - mmaction - INFO - Epoch [79][340/2825] lr: 7.500e-04, eta: 17:55:01, time: 1.075, data_time: 0.087, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8417, loss_cls: 1.5305, loss: 1.5305, grad_norm: 7.3528 2020-10-03 13:05:22,714 - mmaction - INFO - Epoch [79][360/2825] lr: 7.500e-04, eta: 17:54:40, time: 1.099, data_time: 0.021, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8378, loss_cls: 1.5408, loss: 1.5408, grad_norm: 7.2159 2020-10-03 13:05:42,411 - mmaction - INFO - Epoch [79][380/2825] lr: 7.500e-04, eta: 17:54:19, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8461, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.0379 2020-10-03 13:06:03,575 - mmaction - INFO - Epoch [79][400/2825] lr: 7.500e-04, eta: 17:53:58, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8469, loss_cls: 1.4898, loss: 1.4898, grad_norm: 7.2292 2020-10-03 13:06:24,474 - mmaction - INFO - Epoch [79][420/2825] lr: 7.500e-04, eta: 17:53:38, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8385, loss_cls: 1.5116, loss: 1.5116, grad_norm: 7.1343 2020-10-03 13:06:45,149 - mmaction - INFO - Epoch [79][440/2825] lr: 7.500e-04, eta: 17:53:17, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8354, loss_cls: 1.5212, loss: 1.5212, grad_norm: 7.1650 2020-10-03 13:07:05,327 - mmaction - INFO - Epoch [79][460/2825] lr: 7.500e-04, eta: 17:52:56, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8448, loss_cls: 1.4884, loss: 1.4884, grad_norm: 7.2834 2020-10-03 13:07:26,126 - mmaction - INFO - Epoch [79][480/2825] lr: 7.500e-04, eta: 17:52:35, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.4959, loss: 1.4959, grad_norm: 7.0707 2020-10-03 13:07:47,284 - mmaction - INFO - Epoch [79][500/2825] lr: 7.500e-04, eta: 17:52:14, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8471, loss_cls: 1.4698, loss: 1.4698, grad_norm: 7.0690 2020-10-03 13:08:08,833 - mmaction - INFO - Epoch [79][520/2825] lr: 7.500e-04, eta: 17:51:53, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8419, loss_cls: 1.5202, loss: 1.5202, grad_norm: 7.0754 2020-10-03 13:08:29,139 - mmaction - INFO - Epoch [79][540/2825] lr: 7.500e-04, eta: 17:51:32, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8346, loss_cls: 1.5202, loss: 1.5202, grad_norm: 7.2347 2020-10-03 13:08:49,902 - mmaction - INFO - Epoch [79][560/2825] lr: 7.500e-04, eta: 17:51:11, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8388, loss_cls: 1.5271, loss: 1.5271, grad_norm: 7.2154 2020-10-03 13:09:11,023 - mmaction - INFO - Epoch [79][580/2825] lr: 7.500e-04, eta: 17:50:51, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8432, loss_cls: 1.5169, loss: 1.5169, grad_norm: 7.1464 2020-10-03 13:09:31,686 - mmaction - INFO - Epoch [79][600/2825] lr: 7.500e-04, eta: 17:50:30, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8419, loss_cls: 1.5195, loss: 1.5195, grad_norm: 7.1973 2020-10-03 13:09:52,065 - mmaction - INFO - Epoch [79][620/2825] lr: 7.500e-04, eta: 17:50:09, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8474, loss_cls: 1.5091, loss: 1.5091, grad_norm: 7.1911 2020-10-03 13:10:13,415 - mmaction - INFO - Epoch [79][640/2825] lr: 7.500e-04, eta: 17:49:48, time: 1.067, data_time: 0.021, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8424, loss_cls: 1.4795, loss: 1.4795, grad_norm: 7.1053 2020-10-03 13:10:33,323 - mmaction - INFO - Epoch [79][660/2825] lr: 7.500e-04, eta: 17:49:27, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8453, loss_cls: 1.5157, loss: 1.5157, grad_norm: 7.1753 2020-10-03 13:10:54,860 - mmaction - INFO - Epoch [79][680/2825] lr: 7.500e-04, eta: 17:49:06, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8448, loss_cls: 1.4749, loss: 1.4749, grad_norm: 7.2236 2020-10-03 13:11:14,825 - mmaction - INFO - Epoch [79][700/2825] lr: 7.500e-04, eta: 17:48:45, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8414, loss_cls: 1.5320, loss: 1.5320, grad_norm: 7.1846 2020-10-03 13:11:36,137 - mmaction - INFO - Epoch [79][720/2825] lr: 7.500e-04, eta: 17:48:24, time: 1.065, data_time: 0.067, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8555, loss_cls: 1.4104, loss: 1.4104, grad_norm: 6.8833 2020-10-03 13:11:56,946 - mmaction - INFO - Epoch [79][740/2825] lr: 7.500e-04, eta: 17:48:03, time: 1.040, data_time: 0.021, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8339, loss_cls: 1.5257, loss: 1.5257, grad_norm: 7.0350 2020-10-03 13:12:17,614 - mmaction - INFO - Epoch [79][760/2825] lr: 7.500e-04, eta: 17:47:42, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8273, loss_cls: 1.5599, loss: 1.5599, grad_norm: 7.2226 2020-10-03 13:12:38,129 - mmaction - INFO - Epoch [79][780/2825] lr: 7.500e-04, eta: 17:47:21, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8352, loss_cls: 1.5360, loss: 1.5360, grad_norm: 7.2985 2020-10-03 13:12:58,362 - mmaction - INFO - Epoch [79][800/2825] lr: 7.500e-04, eta: 17:47:00, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8352, loss_cls: 1.5573, loss: 1.5573, grad_norm: 7.2628 2020-10-03 13:13:19,879 - mmaction - INFO - Epoch [79][820/2825] lr: 7.500e-04, eta: 17:46:40, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8404, loss_cls: 1.5015, loss: 1.5015, grad_norm: 7.1284 2020-10-03 13:13:39,541 - mmaction - INFO - Epoch [79][840/2825] lr: 7.500e-04, eta: 17:46:18, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.5240, loss: 1.5240, grad_norm: 7.2676 2020-10-03 13:14:01,218 - mmaction - INFO - Epoch [79][860/2825] lr: 7.500e-04, eta: 17:45:58, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8419, loss_cls: 1.5226, loss: 1.5226, grad_norm: 7.2162 2020-10-03 13:14:22,091 - mmaction - INFO - Epoch [79][880/2825] lr: 7.500e-04, eta: 17:45:37, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8404, loss_cls: 1.5342, loss: 1.5342, grad_norm: 7.2538 2020-10-03 13:14:43,416 - mmaction - INFO - Epoch [79][900/2825] lr: 7.500e-04, eta: 17:45:16, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8492, loss_cls: 1.5250, loss: 1.5250, grad_norm: 7.3071 2020-10-03 13:15:04,168 - mmaction - INFO - Epoch [79][920/2825] lr: 7.500e-04, eta: 17:44:55, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8383, loss_cls: 1.5140, loss: 1.5140, grad_norm: 7.0464 2020-10-03 13:15:24,320 - mmaction - INFO - Epoch [79][940/2825] lr: 7.500e-04, eta: 17:44:34, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8346, loss_cls: 1.5133, loss: 1.5133, grad_norm: 7.1490 2020-10-03 13:15:45,516 - mmaction - INFO - Epoch [79][960/2825] lr: 7.500e-04, eta: 17:44:13, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8396, loss_cls: 1.5238, loss: 1.5238, grad_norm: 7.1182 2020-10-03 13:16:05,330 - mmaction - INFO - Epoch [79][980/2825] lr: 7.500e-04, eta: 17:43:52, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6247, top5_acc: 0.8378, loss_cls: 1.5459, loss: 1.5459, grad_norm: 7.3297 2020-10-03 13:16:25,492 - mmaction - INFO - Epoch [79][1000/2825] lr: 7.500e-04, eta: 17:43:31, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8430, loss_cls: 1.5098, loss: 1.5098, grad_norm: 7.1279 2020-10-03 13:16:46,838 - mmaction - INFO - Epoch [79][1020/2825] lr: 7.500e-04, eta: 17:43:10, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8440, loss_cls: 1.4969, loss: 1.4969, grad_norm: 7.1088 2020-10-03 13:17:07,092 - mmaction - INFO - Epoch [79][1040/2825] lr: 7.500e-04, eta: 17:42:49, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8430, loss_cls: 1.5032, loss: 1.5032, grad_norm: 7.1344 2020-10-03 13:17:29,415 - mmaction - INFO - Epoch [79][1060/2825] lr: 7.500e-04, eta: 17:42:29, time: 1.117, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8385, loss_cls: 1.5098, loss: 1.5098, grad_norm: 7.1669 2020-10-03 13:17:47,956 - mmaction - INFO - Epoch [79][1080/2825] lr: 7.500e-04, eta: 17:42:07, time: 0.927, data_time: 0.001, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8448, loss_cls: 1.5164, loss: 1.5164, grad_norm: 7.2679 2020-10-03 13:18:08,740 - mmaction - INFO - Epoch [79][1100/2825] lr: 7.500e-04, eta: 17:41:47, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8422, loss_cls: 1.5163, loss: 1.5163, grad_norm: 7.0547 2020-10-03 13:18:29,378 - mmaction - INFO - Epoch [79][1120/2825] lr: 7.500e-04, eta: 17:41:26, time: 1.032, data_time: 0.080, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8427, loss_cls: 1.5156, loss: 1.5156, grad_norm: 7.2365 2020-10-03 13:18:50,096 - mmaction - INFO - Epoch [79][1140/2825] lr: 7.500e-04, eta: 17:41:05, time: 1.036, data_time: 0.243, memory: 8353, top1_acc: 0.6339, top5_acc: 0.8398, loss_cls: 1.5462, loss: 1.5462, grad_norm: 7.1693 2020-10-03 13:19:10,690 - mmaction - INFO - Epoch [79][1160/2825] lr: 7.500e-04, eta: 17:40:44, time: 1.030, data_time: 0.071, memory: 8353, top1_acc: 0.6169, top5_acc: 0.8229, loss_cls: 1.6219, loss: 1.6219, grad_norm: 7.3434 2020-10-03 13:19:31,235 - mmaction - INFO - Epoch [79][1180/2825] lr: 7.500e-04, eta: 17:40:23, time: 1.027, data_time: 0.173, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.5372, loss: 1.5372, grad_norm: 7.2617 2020-10-03 13:19:52,029 - mmaction - INFO - Epoch [79][1200/2825] lr: 7.500e-04, eta: 17:40:02, time: 1.040, data_time: 0.371, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8349, loss_cls: 1.5458, loss: 1.5458, grad_norm: 7.2408 2020-10-03 13:20:13,169 - mmaction - INFO - Epoch [79][1220/2825] lr: 7.500e-04, eta: 17:39:41, time: 1.057, data_time: 0.178, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8432, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.1907 2020-10-03 13:20:33,240 - mmaction - INFO - Epoch [79][1240/2825] lr: 7.500e-04, eta: 17:39:20, time: 1.004, data_time: 0.050, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8385, loss_cls: 1.5382, loss: 1.5382, grad_norm: 7.3989 2020-10-03 13:20:54,404 - mmaction - INFO - Epoch [79][1260/2825] lr: 7.500e-04, eta: 17:38:59, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8435, loss_cls: 1.5056, loss: 1.5056, grad_norm: 7.0125 2020-10-03 13:21:14,283 - mmaction - INFO - Epoch [79][1280/2825] lr: 7.500e-04, eta: 17:38:38, time: 0.994, data_time: 0.014, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8443, loss_cls: 1.5088, loss: 1.5088, grad_norm: 7.0365 2020-10-03 13:21:35,144 - mmaction - INFO - Epoch [79][1300/2825] lr: 7.500e-04, eta: 17:38:17, time: 1.044, data_time: 0.036, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8346, loss_cls: 1.5495, loss: 1.5495, grad_norm: 7.2190 2020-10-03 13:21:56,007 - mmaction - INFO - Epoch [79][1320/2825] lr: 7.500e-04, eta: 17:37:56, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8443, loss_cls: 1.4974, loss: 1.4974, grad_norm: 7.1586 2020-10-03 13:22:16,494 - mmaction - INFO - Epoch [79][1340/2825] lr: 7.500e-04, eta: 17:37:35, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8427, loss_cls: 1.4776, loss: 1.4776, grad_norm: 7.0702 2020-10-03 13:22:38,724 - mmaction - INFO - Epoch [79][1360/2825] lr: 7.500e-04, eta: 17:37:15, time: 1.111, data_time: 0.001, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8417, loss_cls: 1.5161, loss: 1.5161, grad_norm: 7.1965 2020-10-03 13:23:00,030 - mmaction - INFO - Epoch [79][1380/2825] lr: 7.500e-04, eta: 17:36:54, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8409, loss_cls: 1.5243, loss: 1.5243, grad_norm: 7.1491 2020-10-03 13:23:20,397 - mmaction - INFO - Epoch [79][1400/2825] lr: 7.500e-04, eta: 17:36:33, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8440, loss_cls: 1.5073, loss: 1.5073, grad_norm: 7.2730 2020-10-03 13:23:40,061 - mmaction - INFO - Epoch [79][1420/2825] lr: 7.500e-04, eta: 17:36:12, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.5136, loss: 1.5136, grad_norm: 7.2877 2020-10-03 13:24:00,721 - mmaction - INFO - Epoch [79][1440/2825] lr: 7.500e-04, eta: 17:35:51, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8464, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.0407 2020-10-03 13:24:21,503 - mmaction - INFO - Epoch [79][1460/2825] lr: 7.500e-04, eta: 17:35:30, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8417, loss_cls: 1.5292, loss: 1.5292, grad_norm: 7.1951 2020-10-03 13:24:42,413 - mmaction - INFO - Epoch [79][1480/2825] lr: 7.500e-04, eta: 17:35:09, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6318, top5_acc: 0.8281, loss_cls: 1.5622, loss: 1.5622, grad_norm: 7.2912 2020-10-03 13:25:03,456 - mmaction - INFO - Epoch [79][1500/2825] lr: 7.500e-04, eta: 17:34:48, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8320, loss_cls: 1.5462, loss: 1.5462, grad_norm: 7.2638 2020-10-03 13:25:24,905 - mmaction - INFO - Epoch [79][1520/2825] lr: 7.500e-04, eta: 17:34:28, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8409, loss_cls: 1.5232, loss: 1.5232, grad_norm: 7.2211 2020-10-03 13:25:45,174 - mmaction - INFO - Epoch [79][1540/2825] lr: 7.500e-04, eta: 17:34:07, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.5362, loss: 1.5362, grad_norm: 7.2156 2020-10-03 13:26:06,177 - mmaction - INFO - Epoch [79][1560/2825] lr: 7.500e-04, eta: 17:33:46, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8411, loss_cls: 1.5295, loss: 1.5295, grad_norm: 7.1826 2020-10-03 13:26:27,778 - mmaction - INFO - Epoch [79][1580/2825] lr: 7.500e-04, eta: 17:33:25, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8424, loss_cls: 1.4932, loss: 1.4932, grad_norm: 7.1201 2020-10-03 13:26:47,163 - mmaction - INFO - Epoch [79][1600/2825] lr: 7.500e-04, eta: 17:33:04, time: 0.969, data_time: 0.001, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8435, loss_cls: 1.5548, loss: 1.5548, grad_norm: 7.3297 2020-10-03 13:27:08,538 - mmaction - INFO - Epoch [79][1620/2825] lr: 7.500e-04, eta: 17:32:43, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8391, loss_cls: 1.5108, loss: 1.5108, grad_norm: 7.2454 2020-10-03 13:27:28,867 - mmaction - INFO - Epoch [79][1640/2825] lr: 7.500e-04, eta: 17:32:22, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8339, loss_cls: 1.5583, loss: 1.5583, grad_norm: 7.3566 2020-10-03 13:27:48,808 - mmaction - INFO - Epoch [79][1660/2825] lr: 7.500e-04, eta: 17:32:01, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6289, top5_acc: 0.8388, loss_cls: 1.5526, loss: 1.5526, grad_norm: 7.3782 2020-10-03 13:28:09,475 - mmaction - INFO - Epoch [79][1680/2825] lr: 7.500e-04, eta: 17:31:40, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8448, loss_cls: 1.4992, loss: 1.4992, grad_norm: 7.2559 2020-10-03 13:28:30,773 - mmaction - INFO - Epoch [79][1700/2825] lr: 7.500e-04, eta: 17:31:19, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8404, loss_cls: 1.4952, loss: 1.4952, grad_norm: 7.1991 2020-10-03 13:28:50,935 - mmaction - INFO - Epoch [79][1720/2825] lr: 7.500e-04, eta: 17:30:58, time: 1.009, data_time: 0.003, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.5241, loss: 1.5241, grad_norm: 7.0451 2020-10-03 13:29:11,686 - mmaction - INFO - Epoch [79][1740/2825] lr: 7.500e-04, eta: 17:30:37, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8445, loss_cls: 1.4885, loss: 1.4885, grad_norm: 7.1001 2020-10-03 13:29:32,099 - mmaction - INFO - Epoch [79][1760/2825] lr: 7.500e-04, eta: 17:30:16, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8349, loss_cls: 1.5391, loss: 1.5391, grad_norm: 7.1143 2020-10-03 13:29:53,829 - mmaction - INFO - Epoch [79][1780/2825] lr: 7.500e-04, eta: 17:29:56, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8513, loss_cls: 1.4717, loss: 1.4717, grad_norm: 7.1338 2020-10-03 13:30:14,471 - mmaction - INFO - Epoch [79][1800/2825] lr: 7.500e-04, eta: 17:29:35, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8466, loss_cls: 1.4938, loss: 1.4938, grad_norm: 7.1990 2020-10-03 13:30:35,407 - mmaction - INFO - Epoch [79][1820/2825] lr: 7.500e-04, eta: 17:29:14, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8497, loss_cls: 1.4708, loss: 1.4708, grad_norm: 7.0331 2020-10-03 13:30:55,187 - mmaction - INFO - Epoch [79][1840/2825] lr: 7.500e-04, eta: 17:28:53, time: 0.989, data_time: 0.066, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8453, loss_cls: 1.5089, loss: 1.5089, grad_norm: 7.2444 2020-10-03 13:31:16,691 - mmaction - INFO - Epoch [79][1860/2825] lr: 7.500e-04, eta: 17:28:32, time: 1.075, data_time: 0.062, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8406, loss_cls: 1.5195, loss: 1.5195, grad_norm: 7.2668 2020-10-03 13:31:37,318 - mmaction - INFO - Epoch [79][1880/2825] lr: 7.500e-04, eta: 17:28:11, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8396, loss_cls: 1.5055, loss: 1.5055, grad_norm: 7.1323 2020-10-03 13:31:57,043 - mmaction - INFO - Epoch [79][1900/2825] lr: 7.500e-04, eta: 17:27:50, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8336, loss_cls: 1.5349, loss: 1.5349, grad_norm: 7.1141 2020-10-03 13:32:17,502 - mmaction - INFO - Epoch [79][1920/2825] lr: 7.500e-04, eta: 17:27:29, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8458, loss_cls: 1.4933, loss: 1.4933, grad_norm: 7.0428 2020-10-03 13:32:39,529 - mmaction - INFO - Epoch [79][1940/2825] lr: 7.500e-04, eta: 17:27:08, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8464, loss_cls: 1.5002, loss: 1.5002, grad_norm: 7.3351 2020-10-03 13:32:59,313 - mmaction - INFO - Epoch [79][1960/2825] lr: 7.500e-04, eta: 17:26:47, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8451, loss_cls: 1.5106, loss: 1.5106, grad_norm: 7.2951 2020-10-03 13:33:20,424 - mmaction - INFO - Epoch [79][1980/2825] lr: 7.500e-04, eta: 17:26:26, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8482, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.1938 2020-10-03 13:33:39,943 - mmaction - INFO - Epoch [79][2000/2825] lr: 7.500e-04, eta: 17:26:05, time: 0.975, data_time: 0.032, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8276, loss_cls: 1.5564, loss: 1.5564, grad_norm: 7.2836 2020-10-03 13:34:01,723 - mmaction - INFO - Epoch [79][2020/2825] lr: 7.500e-04, eta: 17:25:45, time: 1.089, data_time: 0.030, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8359, loss_cls: 1.5697, loss: 1.5697, grad_norm: 7.3551 2020-10-03 13:34:22,376 - mmaction - INFO - Epoch [79][2040/2825] lr: 7.500e-04, eta: 17:25:24, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4837, loss: 1.4837, grad_norm: 7.0908 2020-10-03 13:34:41,730 - mmaction - INFO - Epoch [79][2060/2825] lr: 7.500e-04, eta: 17:25:02, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8385, loss_cls: 1.5353, loss: 1.5353, grad_norm: 7.2078 2020-10-03 13:35:02,198 - mmaction - INFO - Epoch [79][2080/2825] lr: 7.500e-04, eta: 17:24:41, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8495, loss_cls: 1.4793, loss: 1.4793, grad_norm: 7.1431 2020-10-03 13:35:23,090 - mmaction - INFO - Epoch [79][2100/2825] lr: 7.500e-04, eta: 17:24:21, time: 1.045, data_time: 0.031, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8487, loss_cls: 1.5162, loss: 1.5162, grad_norm: 7.1854 2020-10-03 13:35:44,604 - mmaction - INFO - Epoch [79][2120/2825] lr: 7.500e-04, eta: 17:24:00, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8359, loss_cls: 1.5030, loss: 1.5030, grad_norm: 7.1438 2020-10-03 13:36:05,526 - mmaction - INFO - Epoch [79][2140/2825] lr: 7.500e-04, eta: 17:23:39, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8378, loss_cls: 1.5236, loss: 1.5236, grad_norm: 7.0524 2020-10-03 13:36:26,047 - mmaction - INFO - Epoch [79][2160/2825] lr: 7.500e-04, eta: 17:23:18, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4912, loss: 1.4912, grad_norm: 7.1414 2020-10-03 13:36:46,955 - mmaction - INFO - Epoch [79][2180/2825] lr: 7.500e-04, eta: 17:22:57, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8344, loss_cls: 1.5611, loss: 1.5611, grad_norm: 7.2446 2020-10-03 13:37:06,528 - mmaction - INFO - Epoch [79][2200/2825] lr: 7.500e-04, eta: 17:22:36, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8391, loss_cls: 1.5587, loss: 1.5587, grad_norm: 7.2834 2020-10-03 13:37:27,334 - mmaction - INFO - Epoch [79][2220/2825] lr: 7.500e-04, eta: 17:22:15, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8391, loss_cls: 1.5222, loss: 1.5222, grad_norm: 7.2316 2020-10-03 13:37:48,479 - mmaction - INFO - Epoch [79][2240/2825] lr: 7.500e-04, eta: 17:21:54, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.5064, loss: 1.5064, grad_norm: 7.0951 2020-10-03 13:38:09,119 - mmaction - INFO - Epoch [79][2260/2825] lr: 7.500e-04, eta: 17:21:33, time: 1.031, data_time: 0.008, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8430, loss_cls: 1.5198, loss: 1.5198, grad_norm: 7.2847 2020-10-03 13:38:29,316 - mmaction - INFO - Epoch [79][2280/2825] lr: 7.500e-04, eta: 17:21:12, time: 1.011, data_time: 0.026, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8370, loss_cls: 1.5549, loss: 1.5549, grad_norm: 7.3305 2020-10-03 13:38:50,323 - mmaction - INFO - Epoch [79][2300/2825] lr: 7.500e-04, eta: 17:20:51, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8557, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.0274 2020-10-03 13:39:11,310 - mmaction - INFO - Epoch [79][2320/2825] lr: 7.500e-04, eta: 17:20:31, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8471, loss_cls: 1.5148, loss: 1.5148, grad_norm: 7.2761 2020-10-03 13:39:32,455 - mmaction - INFO - Epoch [79][2340/2825] lr: 7.500e-04, eta: 17:20:10, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8482, loss_cls: 1.5126, loss: 1.5126, grad_norm: 7.1605 2020-10-03 13:39:53,007 - mmaction - INFO - Epoch [79][2360/2825] lr: 7.500e-04, eta: 17:19:49, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6206, top5_acc: 0.8242, loss_cls: 1.6098, loss: 1.6098, grad_norm: 7.2759 2020-10-03 13:40:13,434 - mmaction - INFO - Epoch [79][2380/2825] lr: 7.500e-04, eta: 17:19:28, time: 1.022, data_time: 0.004, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.5318, loss: 1.5318, grad_norm: 7.2344 2020-10-03 13:40:35,085 - mmaction - INFO - Epoch [79][2400/2825] lr: 7.500e-04, eta: 17:19:07, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8349, loss_cls: 1.5331, loss: 1.5331, grad_norm: 7.0744 2020-10-03 13:40:54,793 - mmaction - INFO - Epoch [79][2420/2825] lr: 7.500e-04, eta: 17:18:46, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8453, loss_cls: 1.5131, loss: 1.5131, grad_norm: 7.3114 2020-10-03 13:41:14,780 - mmaction - INFO - Epoch [79][2440/2825] lr: 7.500e-04, eta: 17:18:25, time: 0.999, data_time: 0.097, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8391, loss_cls: 1.5034, loss: 1.5034, grad_norm: 7.1783 2020-10-03 13:41:35,837 - mmaction - INFO - Epoch [79][2460/2825] lr: 7.500e-04, eta: 17:18:04, time: 1.053, data_time: 0.067, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8443, loss_cls: 1.4958, loss: 1.4958, grad_norm: 7.1885 2020-10-03 13:41:57,370 - mmaction - INFO - Epoch [79][2480/2825] lr: 7.500e-04, eta: 17:17:43, time: 1.077, data_time: 0.003, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8469, loss_cls: 1.4753, loss: 1.4753, grad_norm: 7.1501 2020-10-03 13:42:17,054 - mmaction - INFO - Epoch [79][2500/2825] lr: 7.500e-04, eta: 17:17:22, time: 0.984, data_time: 0.007, memory: 8353, top1_acc: 0.6245, top5_acc: 0.8396, loss_cls: 1.5325, loss: 1.5325, grad_norm: 7.2707 2020-10-03 13:42:38,007 - mmaction - INFO - Epoch [79][2520/2825] lr: 7.500e-04, eta: 17:17:01, time: 1.047, data_time: 0.142, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.5268, loss: 1.5268, grad_norm: 7.2466 2020-10-03 13:42:58,790 - mmaction - INFO - Epoch [79][2540/2825] lr: 7.500e-04, eta: 17:16:40, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8352, loss_cls: 1.5117, loss: 1.5117, grad_norm: 7.1021 2020-10-03 13:43:18,863 - mmaction - INFO - Epoch [79][2560/2825] lr: 7.500e-04, eta: 17:16:19, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8339, loss_cls: 1.5406, loss: 1.5406, grad_norm: 7.3361 2020-10-03 13:43:40,121 - mmaction - INFO - Epoch [79][2580/2825] lr: 7.500e-04, eta: 17:15:59, time: 1.063, data_time: 0.040, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8320, loss_cls: 1.5682, loss: 1.5682, grad_norm: 7.3168 2020-10-03 13:44:01,174 - mmaction - INFO - Epoch [79][2600/2825] lr: 7.500e-04, eta: 17:15:38, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.5217, loss: 1.5217, grad_norm: 7.1846 2020-10-03 13:44:22,319 - mmaction - INFO - Epoch [79][2620/2825] lr: 7.500e-04, eta: 17:15:17, time: 1.057, data_time: 0.027, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8370, loss_cls: 1.5275, loss: 1.5275, grad_norm: 7.1835 2020-10-03 13:44:42,662 - mmaction - INFO - Epoch [79][2640/2825] lr: 7.500e-04, eta: 17:14:56, time: 1.017, data_time: 0.023, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.5092, loss: 1.5092, grad_norm: 7.0773 2020-10-03 13:45:01,907 - mmaction - INFO - Epoch [79][2660/2825] lr: 7.500e-04, eta: 17:14:35, time: 0.963, data_time: 0.081, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8346, loss_cls: 1.5775, loss: 1.5775, grad_norm: 7.3598 2020-10-03 13:45:23,274 - mmaction - INFO - Epoch [79][2680/2825] lr: 7.500e-04, eta: 17:14:14, time: 1.068, data_time: 0.292, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8409, loss_cls: 1.5267, loss: 1.5267, grad_norm: 7.2832 2020-10-03 13:45:44,196 - mmaction - INFO - Epoch [79][2700/2825] lr: 7.500e-04, eta: 17:13:53, time: 1.046, data_time: 0.007, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8479, loss_cls: 1.4988, loss: 1.4988, grad_norm: 7.2203 2020-10-03 13:46:05,296 - mmaction - INFO - Epoch [79][2720/2825] lr: 7.500e-04, eta: 17:13:32, time: 1.055, data_time: 0.005, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8456, loss_cls: 1.4989, loss: 1.4989, grad_norm: 7.2418 2020-10-03 13:46:24,725 - mmaction - INFO - Epoch [79][2740/2825] lr: 7.500e-04, eta: 17:13:11, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8357, loss_cls: 1.5368, loss: 1.5368, grad_norm: 7.2536 2020-10-03 13:46:45,827 - mmaction - INFO - Epoch [79][2760/2825] lr: 7.500e-04, eta: 17:12:50, time: 1.056, data_time: 0.004, memory: 8353, top1_acc: 0.6299, top5_acc: 0.8279, loss_cls: 1.6021, loss: 1.6021, grad_norm: 7.3811 2020-10-03 13:47:07,079 - mmaction - INFO - Epoch [79][2780/2825] lr: 7.500e-04, eta: 17:12:29, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8445, loss_cls: 1.4802, loss: 1.4802, grad_norm: 7.1691 2020-10-03 13:47:27,397 - mmaction - INFO - Epoch [79][2800/2825] lr: 7.500e-04, eta: 17:12:08, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.5146, loss: 1.5146, grad_norm: 7.1933 2020-10-03 13:47:48,078 - mmaction - INFO - Epoch [79][2820/2825] lr: 7.500e-04, eta: 17:11:48, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8456, loss_cls: 1.5193, loss: 1.5193, grad_norm: 7.1350 2020-10-03 13:47:53,950 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-10-03 13:48:44,495 - mmaction - INFO - Epoch [80][20/2825] lr: 7.500e-04, eta: 17:11:28, time: 2.474, data_time: 1.212, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8417, loss_cls: 1.5245, loss: 1.5245, grad_norm: 7.3003 2020-10-03 13:49:04,531 - mmaction - INFO - Epoch [80][40/2825] lr: 7.500e-04, eta: 17:11:07, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8466, loss_cls: 1.4789, loss: 1.4789, grad_norm: 7.1638 2020-10-03 13:49:25,915 - mmaction - INFO - Epoch [80][60/2825] lr: 7.500e-04, eta: 17:10:46, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8370, loss_cls: 1.4932, loss: 1.4932, grad_norm: 7.2330 2020-10-03 13:49:46,218 - mmaction - INFO - Epoch [80][80/2825] lr: 7.500e-04, eta: 17:10:25, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8484, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.0066 2020-10-03 13:50:08,186 - mmaction - INFO - Epoch [80][100/2825] lr: 7.500e-04, eta: 17:10:04, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8487, loss_cls: 1.4919, loss: 1.4919, grad_norm: 7.3411 2020-10-03 13:50:27,594 - mmaction - INFO - Epoch [80][120/2825] lr: 7.500e-04, eta: 17:09:43, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8424, loss_cls: 1.5153, loss: 1.5153, grad_norm: 7.1610 2020-10-03 13:50:48,704 - mmaction - INFO - Epoch [80][140/2825] lr: 7.500e-04, eta: 17:09:22, time: 1.056, data_time: 0.015, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8419, loss_cls: 1.5024, loss: 1.5024, grad_norm: 7.2467 2020-10-03 13:51:09,691 - mmaction - INFO - Epoch [80][160/2825] lr: 7.500e-04, eta: 17:09:01, time: 1.049, data_time: 0.004, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8378, loss_cls: 1.5129, loss: 1.5129, grad_norm: 7.2432 2020-10-03 13:51:29,388 - mmaction - INFO - Epoch [80][180/2825] lr: 7.500e-04, eta: 17:08:40, time: 0.985, data_time: 0.015, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8326, loss_cls: 1.5364, loss: 1.5364, grad_norm: 7.3069 2020-10-03 13:51:50,745 - mmaction - INFO - Epoch [80][200/2825] lr: 7.500e-04, eta: 17:08:19, time: 1.068, data_time: 0.266, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8503, loss_cls: 1.4656, loss: 1.4656, grad_norm: 7.0290 2020-10-03 13:52:11,913 - mmaction - INFO - Epoch [80][220/2825] lr: 7.500e-04, eta: 17:07:59, time: 1.059, data_time: 0.301, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8372, loss_cls: 1.5107, loss: 1.5107, grad_norm: 7.1974 2020-10-03 13:52:32,269 - mmaction - INFO - Epoch [80][240/2825] lr: 7.500e-04, eta: 17:07:38, time: 1.017, data_time: 0.078, memory: 8353, top1_acc: 0.6263, top5_acc: 0.8341, loss_cls: 1.5710, loss: 1.5710, grad_norm: 7.2172 2020-10-03 13:52:52,487 - mmaction - INFO - Epoch [80][260/2825] lr: 7.500e-04, eta: 17:07:17, time: 1.011, data_time: 0.022, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8448, loss_cls: 1.4869, loss: 1.4869, grad_norm: 7.2303 2020-10-03 13:53:13,658 - mmaction - INFO - Epoch [80][280/2825] lr: 7.500e-04, eta: 17:06:56, time: 1.059, data_time: 0.010, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8456, loss_cls: 1.5115, loss: 1.5115, grad_norm: 7.1853 2020-10-03 13:53:34,926 - mmaction - INFO - Epoch [80][300/2825] lr: 7.500e-04, eta: 17:06:35, time: 1.064, data_time: 0.012, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8430, loss_cls: 1.5106, loss: 1.5106, grad_norm: 7.3497 2020-10-03 13:53:54,925 - mmaction - INFO - Epoch [80][320/2825] lr: 7.500e-04, eta: 17:06:14, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8411, loss_cls: 1.4903, loss: 1.4903, grad_norm: 7.1590 2020-10-03 13:54:15,366 - mmaction - INFO - Epoch [80][340/2825] lr: 7.500e-04, eta: 17:05:53, time: 1.023, data_time: 0.092, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8393, loss_cls: 1.5284, loss: 1.5284, grad_norm: 7.2486 2020-10-03 13:54:36,948 - mmaction - INFO - Epoch [80][360/2825] lr: 7.500e-04, eta: 17:05:32, time: 1.078, data_time: 0.358, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4948, loss: 1.4948, grad_norm: 7.0114 2020-10-03 13:54:57,458 - mmaction - INFO - Epoch [80][380/2825] lr: 7.500e-04, eta: 17:05:11, time: 1.026, data_time: 0.071, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8365, loss_cls: 1.5097, loss: 1.5097, grad_norm: 7.2073 2020-10-03 13:55:18,305 - mmaction - INFO - Epoch [80][400/2825] lr: 7.500e-04, eta: 17:04:50, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6323, top5_acc: 0.8375, loss_cls: 1.5613, loss: 1.5613, grad_norm: 7.3960 2020-10-03 13:55:40,009 - mmaction - INFO - Epoch [80][420/2825] lr: 7.500e-04, eta: 17:04:30, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8458, loss_cls: 1.5282, loss: 1.5282, grad_norm: 7.3656 2020-10-03 13:56:00,083 - mmaction - INFO - Epoch [80][440/2825] lr: 7.500e-04, eta: 17:04:09, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8378, loss_cls: 1.5088, loss: 1.5088, grad_norm: 7.1135 2020-10-03 13:56:19,839 - mmaction - INFO - Epoch [80][460/2825] lr: 7.500e-04, eta: 17:03:47, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8458, loss_cls: 1.5000, loss: 1.5000, grad_norm: 7.1725 2020-10-03 13:56:41,300 - mmaction - INFO - Epoch [80][480/2825] lr: 7.500e-04, eta: 17:03:27, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8443, loss_cls: 1.5063, loss: 1.5063, grad_norm: 7.1663 2020-10-03 13:57:01,679 - mmaction - INFO - Epoch [80][500/2825] lr: 7.500e-04, eta: 17:03:06, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8437, loss_cls: 1.5306, loss: 1.5306, grad_norm: 7.3763 2020-10-03 13:57:22,817 - mmaction - INFO - Epoch [80][520/2825] lr: 7.500e-04, eta: 17:02:45, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8508, loss_cls: 1.4902, loss: 1.4902, grad_norm: 7.2958 2020-10-03 13:57:43,554 - mmaction - INFO - Epoch [80][540/2825] lr: 7.500e-04, eta: 17:02:24, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8440, loss_cls: 1.4899, loss: 1.4899, grad_norm: 7.0076 2020-10-03 13:58:03,859 - mmaction - INFO - Epoch [80][560/2825] lr: 7.500e-04, eta: 17:02:03, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8500, loss_cls: 1.4630, loss: 1.4630, grad_norm: 7.1481 2020-10-03 13:58:25,839 - mmaction - INFO - Epoch [80][580/2825] lr: 7.500e-04, eta: 17:01:42, time: 1.099, data_time: 0.001, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8354, loss_cls: 1.5545, loss: 1.5545, grad_norm: 7.3632 2020-10-03 13:58:45,308 - mmaction - INFO - Epoch [80][600/2825] lr: 7.500e-04, eta: 17:01:21, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8409, loss_cls: 1.5096, loss: 1.5096, grad_norm: 7.1855 2020-10-03 13:59:07,965 - mmaction - INFO - Epoch [80][620/2825] lr: 7.500e-04, eta: 17:01:01, time: 1.132, data_time: 0.002, memory: 8353, top1_acc: 0.6331, top5_acc: 0.8404, loss_cls: 1.5114, loss: 1.5114, grad_norm: 7.1499 2020-10-03 13:59:26,846 - mmaction - INFO - Epoch [80][640/2825] lr: 7.500e-04, eta: 17:00:39, time: 0.944, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8401, loss_cls: 1.5337, loss: 1.5337, grad_norm: 7.3224 2020-10-03 13:59:48,812 - mmaction - INFO - Epoch [80][660/2825] lr: 7.500e-04, eta: 17:00:19, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8333, loss_cls: 1.5623, loss: 1.5623, grad_norm: 7.3849 2020-10-03 14:00:11,653 - mmaction - INFO - Epoch [80][680/2825] lr: 7.500e-04, eta: 16:59:58, time: 1.143, data_time: 0.003, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8393, loss_cls: 1.5181, loss: 1.5181, grad_norm: 7.2063 2020-10-03 14:00:31,112 - mmaction - INFO - Epoch [80][700/2825] lr: 7.500e-04, eta: 16:59:37, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8375, loss_cls: 1.5080, loss: 1.5080, grad_norm: 7.1990 2020-10-03 14:00:51,145 - mmaction - INFO - Epoch [80][720/2825] lr: 7.500e-04, eta: 16:59:16, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8391, loss_cls: 1.5335, loss: 1.5335, grad_norm: 7.2551 2020-10-03 14:01:12,684 - mmaction - INFO - Epoch [80][740/2825] lr: 7.500e-04, eta: 16:58:55, time: 1.077, data_time: 0.009, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8401, loss_cls: 1.5658, loss: 1.5658, grad_norm: 7.4656 2020-10-03 14:01:33,027 - mmaction - INFO - Epoch [80][760/2825] lr: 7.500e-04, eta: 16:58:34, time: 1.017, data_time: 0.004, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8458, loss_cls: 1.4796, loss: 1.4796, grad_norm: 7.0856 2020-10-03 14:01:53,557 - mmaction - INFO - Epoch [80][780/2825] lr: 7.500e-04, eta: 16:58:13, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8432, loss_cls: 1.5150, loss: 1.5150, grad_norm: 7.3110 2020-10-03 14:02:15,075 - mmaction - INFO - Epoch [80][800/2825] lr: 7.500e-04, eta: 16:57:53, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8448, loss_cls: 1.5042, loss: 1.5042, grad_norm: 7.3237 2020-10-03 14:02:35,811 - mmaction - INFO - Epoch [80][820/2825] lr: 7.500e-04, eta: 16:57:32, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8323, loss_cls: 1.5279, loss: 1.5279, grad_norm: 7.2240 2020-10-03 14:02:55,811 - mmaction - INFO - Epoch [80][840/2825] lr: 7.500e-04, eta: 16:57:11, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5609, loss: 1.5609, grad_norm: 7.2287 2020-10-03 14:03:15,477 - mmaction - INFO - Epoch [80][860/2825] lr: 7.500e-04, eta: 16:56:50, time: 0.983, data_time: 0.122, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8370, loss_cls: 1.5605, loss: 1.5605, grad_norm: 7.4033 2020-10-03 14:03:36,871 - mmaction - INFO - Epoch [80][880/2825] lr: 7.500e-04, eta: 16:56:29, time: 1.070, data_time: 0.361, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8417, loss_cls: 1.4987, loss: 1.4987, grad_norm: 7.0828 2020-10-03 14:03:57,794 - mmaction - INFO - Epoch [80][900/2825] lr: 7.500e-04, eta: 16:56:08, time: 1.046, data_time: 0.034, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8492, loss_cls: 1.4821, loss: 1.4821, grad_norm: 7.1753 2020-10-03 14:04:18,667 - mmaction - INFO - Epoch [80][920/2825] lr: 7.500e-04, eta: 16:55:47, time: 1.044, data_time: 0.027, memory: 8353, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5627, loss: 1.5627, grad_norm: 7.3984 2020-10-03 14:04:38,486 - mmaction - INFO - Epoch [80][940/2825] lr: 7.500e-04, eta: 16:55:26, time: 0.991, data_time: 0.032, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8378, loss_cls: 1.5230, loss: 1.5230, grad_norm: 7.2433 2020-10-03 14:04:58,893 - mmaction - INFO - Epoch [80][960/2825] lr: 7.500e-04, eta: 16:55:05, time: 1.020, data_time: 0.043, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8362, loss_cls: 1.5662, loss: 1.5662, grad_norm: 7.3033 2020-10-03 14:05:19,144 - mmaction - INFO - Epoch [80][980/2825] lr: 7.500e-04, eta: 16:54:44, time: 1.014, data_time: 0.098, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8396, loss_cls: 1.5087, loss: 1.5087, grad_norm: 7.2362 2020-10-03 14:05:40,650 - mmaction - INFO - Epoch [80][1000/2825] lr: 7.500e-04, eta: 16:54:23, time: 1.075, data_time: 0.252, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8378, loss_cls: 1.5255, loss: 1.5255, grad_norm: 7.2394 2020-10-03 14:06:01,176 - mmaction - INFO - Epoch [80][1020/2825] lr: 7.500e-04, eta: 16:54:02, time: 1.025, data_time: 0.156, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8547, loss_cls: 1.4470, loss: 1.4470, grad_norm: 7.0782 2020-10-03 14:06:22,867 - mmaction - INFO - Epoch [80][1040/2825] lr: 7.500e-04, eta: 16:53:42, time: 1.086, data_time: 0.081, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8500, loss_cls: 1.4527, loss: 1.4527, grad_norm: 6.9806 2020-10-03 14:06:42,719 - mmaction - INFO - Epoch [80][1060/2825] lr: 7.500e-04, eta: 16:53:21, time: 0.992, data_time: 0.063, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8445, loss_cls: 1.4969, loss: 1.4969, grad_norm: 7.1668 2020-10-03 14:07:03,722 - mmaction - INFO - Epoch [80][1080/2825] lr: 7.500e-04, eta: 16:53:00, time: 1.050, data_time: 0.224, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8448, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.2276 2020-10-03 14:07:25,321 - mmaction - INFO - Epoch [80][1100/2825] lr: 7.500e-04, eta: 16:52:39, time: 1.079, data_time: 0.009, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8245, loss_cls: 1.5777, loss: 1.5777, grad_norm: 7.3168 2020-10-03 14:07:45,558 - mmaction - INFO - Epoch [80][1120/2825] lr: 7.500e-04, eta: 16:52:18, time: 1.013, data_time: 0.007, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8398, loss_cls: 1.5459, loss: 1.5459, grad_norm: 7.2827 2020-10-03 14:08:06,363 - mmaction - INFO - Epoch [80][1140/2825] lr: 7.500e-04, eta: 16:51:57, time: 1.040, data_time: 0.027, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8396, loss_cls: 1.5306, loss: 1.5306, grad_norm: 7.2941 2020-10-03 14:08:26,374 - mmaction - INFO - Epoch [80][1160/2825] lr: 7.500e-04, eta: 16:51:36, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8378, loss_cls: 1.5328, loss: 1.5328, grad_norm: 7.3288 2020-10-03 14:08:48,416 - mmaction - INFO - Epoch [80][1180/2825] lr: 7.500e-04, eta: 16:51:15, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8388, loss_cls: 1.5435, loss: 1.5435, grad_norm: 7.3321 2020-10-03 14:09:08,607 - mmaction - INFO - Epoch [80][1200/2825] lr: 7.500e-04, eta: 16:50:54, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8398, loss_cls: 1.5269, loss: 1.5269, grad_norm: 7.0848 2020-10-03 14:09:29,221 - mmaction - INFO - Epoch [80][1220/2825] lr: 7.500e-04, eta: 16:50:33, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8404, loss_cls: 1.4992, loss: 1.4992, grad_norm: 7.1474 2020-10-03 14:09:49,762 - mmaction - INFO - Epoch [80][1240/2825] lr: 7.500e-04, eta: 16:50:12, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6305, top5_acc: 0.8380, loss_cls: 1.5341, loss: 1.5341, grad_norm: 7.1956 2020-10-03 14:10:10,428 - mmaction - INFO - Epoch [80][1260/2825] lr: 7.500e-04, eta: 16:49:52, time: 1.034, data_time: 0.062, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8367, loss_cls: 1.5510, loss: 1.5510, grad_norm: 7.1996 2020-10-03 14:10:31,209 - mmaction - INFO - Epoch [80][1280/2825] lr: 7.500e-04, eta: 16:49:31, time: 1.038, data_time: 0.116, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8464, loss_cls: 1.4921, loss: 1.4921, grad_norm: 7.1885 2020-10-03 14:10:52,084 - mmaction - INFO - Epoch [80][1300/2825] lr: 7.500e-04, eta: 16:49:10, time: 1.044, data_time: 0.346, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8484, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.2262 2020-10-03 14:11:12,816 - mmaction - INFO - Epoch [80][1320/2825] lr: 7.500e-04, eta: 16:48:49, time: 1.037, data_time: 0.405, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8451, loss_cls: 1.5183, loss: 1.5183, grad_norm: 7.2079 2020-10-03 14:11:32,940 - mmaction - INFO - Epoch [80][1340/2825] lr: 7.500e-04, eta: 16:48:28, time: 1.006, data_time: 0.384, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8339, loss_cls: 1.5314, loss: 1.5314, grad_norm: 7.3274 2020-10-03 14:11:53,413 - mmaction - INFO - Epoch [80][1360/2825] lr: 7.500e-04, eta: 16:48:07, time: 1.022, data_time: 0.392, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8424, loss_cls: 1.5237, loss: 1.5237, grad_norm: 7.3368 2020-10-03 14:12:13,792 - mmaction - INFO - Epoch [80][1380/2825] lr: 7.500e-04, eta: 16:47:46, time: 1.021, data_time: 0.269, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8255, loss_cls: 1.5811, loss: 1.5811, grad_norm: 7.1993 2020-10-03 14:12:34,364 - mmaction - INFO - Epoch [80][1400/2825] lr: 7.500e-04, eta: 16:47:25, time: 1.029, data_time: 0.210, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8414, loss_cls: 1.5052, loss: 1.5052, grad_norm: 7.2640 2020-10-03 14:12:55,443 - mmaction - INFO - Epoch [80][1420/2825] lr: 7.500e-04, eta: 16:47:04, time: 1.053, data_time: 0.167, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8419, loss_cls: 1.5026, loss: 1.5026, grad_norm: 7.2002 2020-10-03 14:13:15,552 - mmaction - INFO - Epoch [80][1440/2825] lr: 7.500e-04, eta: 16:46:43, time: 1.005, data_time: 0.140, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8383, loss_cls: 1.5157, loss: 1.5157, grad_norm: 7.2503 2020-10-03 14:13:36,717 - mmaction - INFO - Epoch [80][1460/2825] lr: 7.500e-04, eta: 16:46:22, time: 1.059, data_time: 0.045, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8466, loss_cls: 1.5106, loss: 1.5106, grad_norm: 7.2147 2020-10-03 14:13:58,277 - mmaction - INFO - Epoch [80][1480/2825] lr: 7.500e-04, eta: 16:46:02, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6341, top5_acc: 0.8370, loss_cls: 1.5539, loss: 1.5539, grad_norm: 7.4106 2020-10-03 14:14:17,707 - mmaction - INFO - Epoch [80][1500/2825] lr: 7.500e-04, eta: 16:45:40, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8354, loss_cls: 1.5547, loss: 1.5547, grad_norm: 7.1732 2020-10-03 14:14:38,994 - mmaction - INFO - Epoch [80][1520/2825] lr: 7.500e-04, eta: 16:45:20, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8490, loss_cls: 1.4806, loss: 1.4806, grad_norm: 7.2320 2020-10-03 14:14:59,332 - mmaction - INFO - Epoch [80][1540/2825] lr: 7.500e-04, eta: 16:44:59, time: 1.017, data_time: 0.227, memory: 8353, top1_acc: 0.6380, top5_acc: 0.8404, loss_cls: 1.5382, loss: 1.5382, grad_norm: 7.3068 2020-10-03 14:15:20,410 - mmaction - INFO - Epoch [80][1560/2825] lr: 7.500e-04, eta: 16:44:38, time: 1.054, data_time: 0.060, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8341, loss_cls: 1.5322, loss: 1.5322, grad_norm: 7.2329 2020-10-03 14:15:41,175 - mmaction - INFO - Epoch [80][1580/2825] lr: 7.500e-04, eta: 16:44:17, time: 1.038, data_time: 0.295, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8469, loss_cls: 1.5409, loss: 1.5409, grad_norm: 7.4033 2020-10-03 14:16:01,192 - mmaction - INFO - Epoch [80][1600/2825] lr: 7.500e-04, eta: 16:43:56, time: 1.002, data_time: 0.344, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8469, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.0703 2020-10-03 14:16:22,252 - mmaction - INFO - Epoch [80][1620/2825] lr: 7.500e-04, eta: 16:43:35, time: 1.052, data_time: 0.200, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8443, loss_cls: 1.5137, loss: 1.5137, grad_norm: 7.2639 2020-10-03 14:16:42,605 - mmaction - INFO - Epoch [80][1640/2825] lr: 7.500e-04, eta: 16:43:14, time: 1.019, data_time: 0.179, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8435, loss_cls: 1.5119, loss: 1.5119, grad_norm: 7.2911 2020-10-03 14:17:02,767 - mmaction - INFO - Epoch [80][1660/2825] lr: 7.500e-04, eta: 16:42:53, time: 1.008, data_time: 0.099, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8424, loss_cls: 1.4975, loss: 1.4975, grad_norm: 7.1950 2020-10-03 14:17:23,352 - mmaction - INFO - Epoch [80][1680/2825] lr: 7.500e-04, eta: 16:42:32, time: 1.029, data_time: 0.233, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8268, loss_cls: 1.5743, loss: 1.5743, grad_norm: 7.2090 2020-10-03 14:17:45,297 - mmaction - INFO - Epoch [80][1700/2825] lr: 7.500e-04, eta: 16:42:11, time: 1.098, data_time: 0.008, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8484, loss_cls: 1.4805, loss: 1.4805, grad_norm: 7.1864 2020-10-03 14:18:04,491 - mmaction - INFO - Epoch [80][1720/2825] lr: 7.500e-04, eta: 16:41:50, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8354, loss_cls: 1.5601, loss: 1.5601, grad_norm: 7.2486 2020-10-03 14:18:26,022 - mmaction - INFO - Epoch [80][1740/2825] lr: 7.500e-04, eta: 16:41:29, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8471, loss_cls: 1.4772, loss: 1.4772, grad_norm: 7.2154 2020-10-03 14:18:45,943 - mmaction - INFO - Epoch [80][1760/2825] lr: 7.500e-04, eta: 16:41:08, time: 0.996, data_time: 0.196, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8385, loss_cls: 1.5669, loss: 1.5669, grad_norm: 7.3090 2020-10-03 14:19:07,143 - mmaction - INFO - Epoch [80][1780/2825] lr: 7.500e-04, eta: 16:40:47, time: 1.061, data_time: 0.321, memory: 8353, top1_acc: 0.6346, top5_acc: 0.8359, loss_cls: 1.5434, loss: 1.5434, grad_norm: 7.2881 2020-10-03 14:19:27,783 - mmaction - INFO - Epoch [80][1800/2825] lr: 7.500e-04, eta: 16:40:26, time: 1.031, data_time: 0.246, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8448, loss_cls: 1.5185, loss: 1.5185, grad_norm: 7.2861 2020-10-03 14:19:47,890 - mmaction - INFO - Epoch [80][1820/2825] lr: 7.500e-04, eta: 16:40:05, time: 1.004, data_time: 0.107, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8424, loss_cls: 1.5348, loss: 1.5348, grad_norm: 7.3834 2020-10-03 14:20:09,687 - mmaction - INFO - Epoch [80][1840/2825] lr: 7.500e-04, eta: 16:39:45, time: 1.092, data_time: 0.375, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8477, loss_cls: 1.4879, loss: 1.4879, grad_norm: 7.1133 2020-10-03 14:20:29,365 - mmaction - INFO - Epoch [80][1860/2825] lr: 7.500e-04, eta: 16:39:24, time: 0.983, data_time: 0.304, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8464, loss_cls: 1.4924, loss: 1.4924, grad_norm: 7.2116 2020-10-03 14:20:49,861 - mmaction - INFO - Epoch [80][1880/2825] lr: 7.500e-04, eta: 16:39:03, time: 1.024, data_time: 0.072, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8409, loss_cls: 1.4833, loss: 1.4833, grad_norm: 7.2096 2020-10-03 14:21:10,857 - mmaction - INFO - Epoch [80][1900/2825] lr: 7.500e-04, eta: 16:38:42, time: 1.050, data_time: 0.013, memory: 8353, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5496, loss: 1.5496, grad_norm: 7.2506 2020-10-03 14:21:31,349 - mmaction - INFO - Epoch [80][1920/2825] lr: 7.500e-04, eta: 16:38:21, time: 1.025, data_time: 0.006, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8404, loss_cls: 1.4957, loss: 1.4957, grad_norm: 7.2759 2020-10-03 14:21:52,006 - mmaction - INFO - Epoch [80][1940/2825] lr: 7.500e-04, eta: 16:38:00, time: 1.034, data_time: 0.018, memory: 8353, top1_acc: 0.6227, top5_acc: 0.8284, loss_cls: 1.5959, loss: 1.5959, grad_norm: 7.4266 2020-10-03 14:22:13,287 - mmaction - INFO - Epoch [80][1960/2825] lr: 7.500e-04, eta: 16:37:39, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8370, loss_cls: 1.5276, loss: 1.5276, grad_norm: 7.2705 2020-10-03 14:22:33,481 - mmaction - INFO - Epoch [80][1980/2825] lr: 7.500e-04, eta: 16:37:18, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8435, loss_cls: 1.4755, loss: 1.4755, grad_norm: 7.0722 2020-10-03 14:22:54,795 - mmaction - INFO - Epoch [80][2000/2825] lr: 7.500e-04, eta: 16:36:57, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8370, loss_cls: 1.5275, loss: 1.5275, grad_norm: 7.2029 2020-10-03 14:23:15,973 - mmaction - INFO - Epoch [80][2020/2825] lr: 7.500e-04, eta: 16:36:37, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8396, loss_cls: 1.5004, loss: 1.5004, grad_norm: 7.2634 2020-10-03 14:23:36,986 - mmaction - INFO - Epoch [80][2040/2825] lr: 7.500e-04, eta: 16:36:16, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8302, loss_cls: 1.5689, loss: 1.5689, grad_norm: 7.3683 2020-10-03 14:23:57,048 - mmaction - INFO - Epoch [80][2060/2825] lr: 7.500e-04, eta: 16:35:55, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8323, loss_cls: 1.5658, loss: 1.5658, grad_norm: 7.4949 2020-10-03 14:24:17,954 - mmaction - INFO - Epoch [80][2080/2825] lr: 7.500e-04, eta: 16:35:34, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8383, loss_cls: 1.5283, loss: 1.5283, grad_norm: 7.2342 2020-10-03 14:24:38,383 - mmaction - INFO - Epoch [80][2100/2825] lr: 7.500e-04, eta: 16:35:13, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8315, loss_cls: 1.5424, loss: 1.5424, grad_norm: 7.2747 2020-10-03 14:24:59,007 - mmaction - INFO - Epoch [80][2120/2825] lr: 7.500e-04, eta: 16:34:52, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8424, loss_cls: 1.5066, loss: 1.5066, grad_norm: 7.0901 2020-10-03 14:25:19,309 - mmaction - INFO - Epoch [80][2140/2825] lr: 7.500e-04, eta: 16:34:31, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8346, loss_cls: 1.5118, loss: 1.5118, grad_norm: 7.1225 2020-10-03 14:25:40,910 - mmaction - INFO - Epoch [80][2160/2825] lr: 7.500e-04, eta: 16:34:10, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8503, loss_cls: 1.4827, loss: 1.4827, grad_norm: 7.2133 2020-10-03 14:26:00,968 - mmaction - INFO - Epoch [80][2180/2825] lr: 7.500e-04, eta: 16:33:49, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8508, loss_cls: 1.4814, loss: 1.4814, grad_norm: 7.1369 2020-10-03 14:26:22,008 - mmaction - INFO - Epoch [80][2200/2825] lr: 7.500e-04, eta: 16:33:28, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5694, loss: 1.5694, grad_norm: 7.4019 2020-10-03 14:26:42,815 - mmaction - INFO - Epoch [80][2220/2825] lr: 7.500e-04, eta: 16:33:07, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6344, top5_acc: 0.8365, loss_cls: 1.5588, loss: 1.5588, grad_norm: 7.3027 2020-10-03 14:27:02,841 - mmaction - INFO - Epoch [80][2240/2825] lr: 7.500e-04, eta: 16:32:46, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8435, loss_cls: 1.5083, loss: 1.5083, grad_norm: 7.0642 2020-10-03 14:27:23,719 - mmaction - INFO - Epoch [80][2260/2825] lr: 7.500e-04, eta: 16:32:25, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8417, loss_cls: 1.5162, loss: 1.5162, grad_norm: 7.2525 2020-10-03 14:27:44,565 - mmaction - INFO - Epoch [80][2280/2825] lr: 7.500e-04, eta: 16:32:05, time: 1.043, data_time: 0.109, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8341, loss_cls: 1.5422, loss: 1.5422, grad_norm: 7.3215 2020-10-03 14:28:05,292 - mmaction - INFO - Epoch [80][2300/2825] lr: 7.500e-04, eta: 16:31:44, time: 1.037, data_time: 0.011, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.4881, loss: 1.4881, grad_norm: 7.1639 2020-10-03 14:28:26,157 - mmaction - INFO - Epoch [80][2320/2825] lr: 7.500e-04, eta: 16:31:23, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8464, loss_cls: 1.5165, loss: 1.5165, grad_norm: 7.2278 2020-10-03 14:28:47,153 - mmaction - INFO - Epoch [80][2340/2825] lr: 7.500e-04, eta: 16:31:02, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8471, loss_cls: 1.4683, loss: 1.4683, grad_norm: 7.2227 2020-10-03 14:29:08,531 - mmaction - INFO - Epoch [80][2360/2825] lr: 7.500e-04, eta: 16:30:41, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8409, loss_cls: 1.5190, loss: 1.5190, grad_norm: 7.3114 2020-10-03 14:29:28,468 - mmaction - INFO - Epoch [80][2380/2825] lr: 7.500e-04, eta: 16:30:20, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8414, loss_cls: 1.5183, loss: 1.5183, grad_norm: 7.1673 2020-10-03 14:29:48,839 - mmaction - INFO - Epoch [80][2400/2825] lr: 7.500e-04, eta: 16:29:59, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8430, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.3141 2020-10-03 14:30:09,726 - mmaction - INFO - Epoch [80][2420/2825] lr: 7.500e-04, eta: 16:29:38, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8396, loss_cls: 1.5078, loss: 1.5078, grad_norm: 7.2460 2020-10-03 14:30:31,975 - mmaction - INFO - Epoch [80][2440/2825] lr: 7.500e-04, eta: 16:29:18, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8464, loss_cls: 1.4988, loss: 1.4988, grad_norm: 7.2274 2020-10-03 14:30:51,812 - mmaction - INFO - Epoch [80][2460/2825] lr: 7.500e-04, eta: 16:28:57, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5407, loss: 1.5407, grad_norm: 7.3999 2020-10-03 14:31:13,562 - mmaction - INFO - Epoch [80][2480/2825] lr: 7.500e-04, eta: 16:28:36, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6307, top5_acc: 0.8336, loss_cls: 1.5644, loss: 1.5644, grad_norm: 7.3117 2020-10-03 14:31:33,889 - mmaction - INFO - Epoch [80][2500/2825] lr: 7.500e-04, eta: 16:28:15, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8531, loss_cls: 1.4814, loss: 1.4814, grad_norm: 7.1553 2020-10-03 14:31:53,938 - mmaction - INFO - Epoch [80][2520/2825] lr: 7.500e-04, eta: 16:27:54, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8435, loss_cls: 1.5028, loss: 1.5028, grad_norm: 7.1533 2020-10-03 14:32:14,648 - mmaction - INFO - Epoch [80][2540/2825] lr: 7.500e-04, eta: 16:27:33, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8466, loss_cls: 1.4825, loss: 1.4825, grad_norm: 7.1592 2020-10-03 14:32:36,233 - mmaction - INFO - Epoch [80][2560/2825] lr: 7.500e-04, eta: 16:27:12, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8331, loss_cls: 1.5351, loss: 1.5351, grad_norm: 7.2488 2020-10-03 14:32:55,720 - mmaction - INFO - Epoch [80][2580/2825] lr: 7.500e-04, eta: 16:26:51, time: 0.975, data_time: 0.003, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8469, loss_cls: 1.5139, loss: 1.5139, grad_norm: 7.2585 2020-10-03 14:33:16,475 - mmaction - INFO - Epoch [80][2600/2825] lr: 7.500e-04, eta: 16:26:30, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8336, loss_cls: 1.5104, loss: 1.5104, grad_norm: 7.1862 2020-10-03 14:33:38,232 - mmaction - INFO - Epoch [80][2620/2825] lr: 7.500e-04, eta: 16:26:10, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8487, loss_cls: 1.4600, loss: 1.4600, grad_norm: 7.1230 2020-10-03 14:33:56,497 - mmaction - INFO - Epoch [80][2640/2825] lr: 7.500e-04, eta: 16:25:48, time: 0.914, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4884, loss: 1.4884, grad_norm: 7.1808 2020-10-03 14:34:18,104 - mmaction - INFO - Epoch [80][2660/2825] lr: 7.500e-04, eta: 16:25:27, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8482, loss_cls: 1.4842, loss: 1.4842, grad_norm: 7.2662 2020-10-03 14:34:38,876 - mmaction - INFO - Epoch [80][2680/2825] lr: 7.500e-04, eta: 16:25:06, time: 1.037, data_time: 0.036, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8448, loss_cls: 1.4958, loss: 1.4958, grad_norm: 7.2298 2020-10-03 14:34:59,911 - mmaction - INFO - Epoch [80][2700/2825] lr: 7.500e-04, eta: 16:24:46, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8417, loss_cls: 1.5228, loss: 1.5228, grad_norm: 7.2385 2020-10-03 14:35:21,169 - mmaction - INFO - Epoch [80][2720/2825] lr: 7.500e-04, eta: 16:24:25, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8471, loss_cls: 1.4808, loss: 1.4808, grad_norm: 7.3330 2020-10-03 14:35:42,084 - mmaction - INFO - Epoch [80][2740/2825] lr: 7.500e-04, eta: 16:24:04, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8443, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.2009 2020-10-03 14:36:01,243 - mmaction - INFO - Epoch [80][2760/2825] lr: 7.500e-04, eta: 16:23:43, time: 0.958, data_time: 0.002, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8388, loss_cls: 1.5533, loss: 1.5533, grad_norm: 7.4407 2020-10-03 14:36:22,175 - mmaction - INFO - Epoch [80][2780/2825] lr: 7.500e-04, eta: 16:23:22, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8393, loss_cls: 1.5181, loss: 1.5181, grad_norm: 7.2350 2020-10-03 14:36:44,499 - mmaction - INFO - Epoch [80][2800/2825] lr: 7.500e-04, eta: 16:23:01, time: 1.116, data_time: 0.005, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8401, loss_cls: 1.4953, loss: 1.4953, grad_norm: 7.2458 2020-10-03 14:37:03,942 - mmaction - INFO - Epoch [80][2820/2825] lr: 7.500e-04, eta: 16:22:40, time: 0.972, data_time: 0.032, memory: 8353, top1_acc: 0.6258, top5_acc: 0.8294, loss_cls: 1.5817, loss: 1.5817, grad_norm: 7.2767 2020-10-03 14:37:10,371 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-03 14:40:39,104 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 14:40:41,411 - mmaction - INFO - top1_acc 0.5903 top5_acc 0.8167 2020-10-03 14:40:41,411 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 14:40:41,572 - mmaction - INFO - mean_acc 0.5902 2020-10-03 14:40:41,659 - mmaction - INFO - Epoch(val) [80][2825] top1_acc: 0.5903, top5_acc: 0.8167, mean_class_accuracy: 0.5902 2020-10-03 14:41:22,814 - mmaction - INFO - Epoch [81][20/2825] lr: 7.500e-05, eta: 16:22:18, time: 2.057, data_time: 0.874, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8451, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.1885 2020-10-03 14:41:44,542 - mmaction - INFO - Epoch [81][40/2825] lr: 7.500e-05, eta: 16:21:57, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8518, loss_cls: 1.4714, loss: 1.4714, grad_norm: 7.2476 2020-10-03 14:42:04,018 - mmaction - INFO - Epoch [81][60/2825] lr: 7.500e-05, eta: 16:21:36, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8440, loss_cls: 1.4807, loss: 1.4807, grad_norm: 7.1843 2020-10-03 14:42:26,135 - mmaction - INFO - Epoch [81][80/2825] lr: 7.500e-05, eta: 16:21:15, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8401, loss_cls: 1.4864, loss: 1.4864, grad_norm: 7.2051 2020-10-03 14:42:46,322 - mmaction - INFO - Epoch [81][100/2825] lr: 7.500e-05, eta: 16:20:54, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8385, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.0515 2020-10-03 14:43:06,025 - mmaction - INFO - Epoch [81][120/2825] lr: 7.500e-05, eta: 16:20:33, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4819, loss: 1.4819, grad_norm: 7.2211 2020-10-03 14:43:28,283 - mmaction - INFO - Epoch [81][140/2825] lr: 7.500e-05, eta: 16:20:13, time: 1.113, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8503, loss_cls: 1.4653, loss: 1.4653, grad_norm: 7.0575 2020-10-03 14:43:48,674 - mmaction - INFO - Epoch [81][160/2825] lr: 7.500e-05, eta: 16:19:52, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8505, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.2731 2020-10-03 14:44:08,493 - mmaction - INFO - Epoch [81][180/2825] lr: 7.500e-05, eta: 16:19:30, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8466, loss_cls: 1.4637, loss: 1.4637, grad_norm: 7.0965 2020-10-03 14:44:28,427 - mmaction - INFO - Epoch [81][200/2825] lr: 7.500e-05, eta: 16:19:09, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4431, loss: 1.4431, grad_norm: 6.9639 2020-10-03 14:44:50,174 - mmaction - INFO - Epoch [81][220/2825] lr: 7.500e-05, eta: 16:18:49, time: 1.088, data_time: 0.003, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8443, loss_cls: 1.4728, loss: 1.4728, grad_norm: 7.1666 2020-10-03 14:45:12,209 - mmaction - INFO - Epoch [81][240/2825] lr: 7.500e-05, eta: 16:18:28, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8549, loss_cls: 1.4470, loss: 1.4470, grad_norm: 7.0560 2020-10-03 14:45:31,999 - mmaction - INFO - Epoch [81][260/2825] lr: 7.500e-05, eta: 16:18:07, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8516, loss_cls: 1.4365, loss: 1.4365, grad_norm: 7.0864 2020-10-03 14:45:53,479 - mmaction - INFO - Epoch [81][280/2825] lr: 7.500e-05, eta: 16:17:46, time: 1.075, data_time: 0.019, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8508, loss_cls: 1.4762, loss: 1.4762, grad_norm: 7.3166 2020-10-03 14:46:13,749 - mmaction - INFO - Epoch [81][300/2825] lr: 7.500e-05, eta: 16:17:25, time: 1.014, data_time: 0.097, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8453, loss_cls: 1.4961, loss: 1.4961, grad_norm: 7.3309 2020-10-03 14:46:34,201 - mmaction - INFO - Epoch [81][320/2825] lr: 7.500e-05, eta: 16:17:04, time: 1.021, data_time: 0.114, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8490, loss_cls: 1.4580, loss: 1.4580, grad_norm: 7.1115 2020-10-03 14:46:54,501 - mmaction - INFO - Epoch [81][340/2825] lr: 7.500e-05, eta: 16:16:43, time: 1.016, data_time: 0.003, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8453, loss_cls: 1.4860, loss: 1.4860, grad_norm: 7.2882 2020-10-03 14:47:15,133 - mmaction - INFO - Epoch [81][360/2825] lr: 7.500e-05, eta: 16:16:22, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8490, loss_cls: 1.4635, loss: 1.4635, grad_norm: 7.1587 2020-10-03 14:47:35,785 - mmaction - INFO - Epoch [81][380/2825] lr: 7.500e-05, eta: 16:16:01, time: 1.033, data_time: 0.084, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8427, loss_cls: 1.5062, loss: 1.5062, grad_norm: 7.1857 2020-10-03 14:47:56,836 - mmaction - INFO - Epoch [81][400/2825] lr: 7.500e-05, eta: 16:15:41, time: 1.053, data_time: 0.043, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8383, loss_cls: 1.4665, loss: 1.4665, grad_norm: 7.0486 2020-10-03 14:48:17,783 - mmaction - INFO - Epoch [81][420/2825] lr: 7.500e-05, eta: 16:15:20, time: 1.047, data_time: 0.086, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8445, loss_cls: 1.4921, loss: 1.4921, grad_norm: 7.2478 2020-10-03 14:48:37,963 - mmaction - INFO - Epoch [81][440/2825] lr: 7.500e-05, eta: 16:14:59, time: 1.010, data_time: 0.016, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8393, loss_cls: 1.5102, loss: 1.5102, grad_norm: 7.1709 2020-10-03 14:48:59,096 - mmaction - INFO - Epoch [81][460/2825] lr: 7.500e-05, eta: 16:14:38, time: 1.055, data_time: 0.007, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8440, loss_cls: 1.4839, loss: 1.4839, grad_norm: 7.0447 2020-10-03 14:49:19,934 - mmaction - INFO - Epoch [81][480/2825] lr: 7.500e-05, eta: 16:14:17, time: 1.042, data_time: 0.282, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8458, loss_cls: 1.4738, loss: 1.4738, grad_norm: 7.1893 2020-10-03 14:49:40,247 - mmaction - INFO - Epoch [81][500/2825] lr: 7.500e-05, eta: 16:13:56, time: 1.017, data_time: 0.350, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8503, loss_cls: 1.4414, loss: 1.4414, grad_norm: 7.1141 2020-10-03 14:50:00,729 - mmaction - INFO - Epoch [81][520/2825] lr: 7.500e-05, eta: 16:13:35, time: 1.024, data_time: 0.114, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8367, loss_cls: 1.5539, loss: 1.5539, grad_norm: 7.4396 2020-10-03 14:50:22,134 - mmaction - INFO - Epoch [81][540/2825] lr: 7.500e-05, eta: 16:13:14, time: 1.070, data_time: 0.082, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8503, loss_cls: 1.4758, loss: 1.4758, grad_norm: 7.0682 2020-10-03 14:50:42,727 - mmaction - INFO - Epoch [81][560/2825] lr: 7.500e-05, eta: 16:12:53, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8424, loss_cls: 1.4839, loss: 1.4839, grad_norm: 7.1369 2020-10-03 14:51:03,017 - mmaction - INFO - Epoch [81][580/2825] lr: 7.500e-05, eta: 16:12:32, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8427, loss_cls: 1.4829, loss: 1.4829, grad_norm: 7.0917 2020-10-03 14:51:23,549 - mmaction - INFO - Epoch [81][600/2825] lr: 7.500e-05, eta: 16:12:11, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6312, top5_acc: 0.8333, loss_cls: 1.5406, loss: 1.5406, grad_norm: 7.3515 2020-10-03 14:51:43,378 - mmaction - INFO - Epoch [81][620/2825] lr: 7.500e-05, eta: 16:11:50, time: 0.992, data_time: 0.041, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8552, loss_cls: 1.4249, loss: 1.4249, grad_norm: 7.1403 2020-10-03 14:52:04,536 - mmaction - INFO - Epoch [81][640/2825] lr: 7.500e-05, eta: 16:11:29, time: 1.057, data_time: 0.016, memory: 8353, top1_acc: 0.6354, top5_acc: 0.8409, loss_cls: 1.5262, loss: 1.5262, grad_norm: 7.2965 2020-10-03 14:52:25,358 - mmaction - INFO - Epoch [81][660/2825] lr: 7.500e-05, eta: 16:11:09, time: 1.042, data_time: 0.129, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.2260 2020-10-03 14:52:46,973 - mmaction - INFO - Epoch [81][680/2825] lr: 7.500e-05, eta: 16:10:48, time: 1.081, data_time: 0.358, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8375, loss_cls: 1.5095, loss: 1.5095, grad_norm: 7.2763 2020-10-03 14:53:05,727 - mmaction - INFO - Epoch [81][700/2825] lr: 7.500e-05, eta: 16:10:26, time: 0.938, data_time: 0.316, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8451, loss_cls: 1.4600, loss: 1.4600, grad_norm: 7.1968 2020-10-03 14:53:27,101 - mmaction - INFO - Epoch [81][720/2825] lr: 7.500e-05, eta: 16:10:06, time: 1.068, data_time: 0.117, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8333, loss_cls: 1.5347, loss: 1.5347, grad_norm: 7.3041 2020-10-03 14:53:48,068 - mmaction - INFO - Epoch [81][740/2825] lr: 7.500e-05, eta: 16:09:45, time: 1.049, data_time: 0.031, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8557, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.1365 2020-10-03 14:54:09,343 - mmaction - INFO - Epoch [81][760/2825] lr: 7.500e-05, eta: 16:09:24, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8513, loss_cls: 1.4504, loss: 1.4504, grad_norm: 7.1854 2020-10-03 14:54:30,598 - mmaction - INFO - Epoch [81][780/2825] lr: 7.500e-05, eta: 16:09:03, time: 1.062, data_time: 0.044, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8536, loss_cls: 1.4387, loss: 1.4387, grad_norm: 7.0264 2020-10-03 14:54:50,151 - mmaction - INFO - Epoch [81][800/2825] lr: 7.500e-05, eta: 16:08:42, time: 0.978, data_time: 0.003, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4883, loss: 1.4883, grad_norm: 7.0825 2020-10-03 14:55:10,925 - mmaction - INFO - Epoch [81][820/2825] lr: 7.500e-05, eta: 16:08:21, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8500, loss_cls: 1.4801, loss: 1.4801, grad_norm: 7.2972 2020-10-03 14:55:31,931 - mmaction - INFO - Epoch [81][840/2825] lr: 7.500e-05, eta: 16:08:00, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8461, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.1078 2020-10-03 14:55:53,033 - mmaction - INFO - Epoch [81][860/2825] lr: 7.500e-05, eta: 16:07:40, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8458, loss_cls: 1.4908, loss: 1.4908, grad_norm: 7.0565 2020-10-03 14:56:14,675 - mmaction - INFO - Epoch [81][880/2825] lr: 7.500e-05, eta: 16:07:19, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8435, loss_cls: 1.4727, loss: 1.4727, grad_norm: 7.0632 2020-10-03 14:56:36,029 - mmaction - INFO - Epoch [81][900/2825] lr: 7.500e-05, eta: 16:06:58, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8487, loss_cls: 1.4627, loss: 1.4627, grad_norm: 7.1676 2020-10-03 14:56:55,407 - mmaction - INFO - Epoch [81][920/2825] lr: 7.500e-05, eta: 16:06:37, time: 0.969, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8448, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.1945 2020-10-03 14:57:16,301 - mmaction - INFO - Epoch [81][940/2825] lr: 7.500e-05, eta: 16:06:16, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8398, loss_cls: 1.5131, loss: 1.5131, grad_norm: 7.3670 2020-10-03 14:57:36,318 - mmaction - INFO - Epoch [81][960/2825] lr: 7.500e-05, eta: 16:05:55, time: 1.001, data_time: 0.003, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8435, loss_cls: 1.4650, loss: 1.4650, grad_norm: 7.2193 2020-10-03 14:57:56,903 - mmaction - INFO - Epoch [81][980/2825] lr: 7.500e-05, eta: 16:05:34, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8516, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.2527 2020-10-03 14:58:18,869 - mmaction - INFO - Epoch [81][1000/2825] lr: 7.500e-05, eta: 16:05:13, time: 1.098, data_time: 0.001, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8469, loss_cls: 1.4495, loss: 1.4495, grad_norm: 7.1501 2020-10-03 14:58:40,769 - mmaction - INFO - Epoch [81][1020/2825] lr: 7.500e-05, eta: 16:04:53, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8375, loss_cls: 1.5185, loss: 1.5185, grad_norm: 7.1369 2020-10-03 14:58:59,914 - mmaction - INFO - Epoch [81][1040/2825] lr: 7.500e-05, eta: 16:04:32, time: 0.956, data_time: 0.001, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8438, loss_cls: 1.4667, loss: 1.4667, grad_norm: 7.1224 2020-10-03 14:59:22,137 - mmaction - INFO - Epoch [81][1060/2825] lr: 7.500e-05, eta: 16:04:11, time: 1.113, data_time: 0.003, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8471, loss_cls: 1.4977, loss: 1.4977, grad_norm: 7.2335 2020-10-03 14:59:43,388 - mmaction - INFO - Epoch [81][1080/2825] lr: 7.500e-05, eta: 16:03:50, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8591, loss_cls: 1.4399, loss: 1.4399, grad_norm: 7.1494 2020-10-03 15:00:04,419 - mmaction - INFO - Epoch [81][1100/2825] lr: 7.500e-05, eta: 16:03:29, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8503, loss_cls: 1.4508, loss: 1.4508, grad_norm: 7.1409 2020-10-03 15:00:25,479 - mmaction - INFO - Epoch [81][1120/2825] lr: 7.500e-05, eta: 16:03:09, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8479, loss_cls: 1.4551, loss: 1.4551, grad_norm: 7.1529 2020-10-03 15:00:46,100 - mmaction - INFO - Epoch [81][1140/2825] lr: 7.500e-05, eta: 16:02:48, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8411, loss_cls: 1.4871, loss: 1.4871, grad_norm: 7.1884 2020-10-03 15:01:06,349 - mmaction - INFO - Epoch [81][1160/2825] lr: 7.500e-05, eta: 16:02:27, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8539, loss_cls: 1.4310, loss: 1.4310, grad_norm: 7.0348 2020-10-03 15:01:27,611 - mmaction - INFO - Epoch [81][1180/2825] lr: 7.500e-05, eta: 16:02:06, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8443, loss_cls: 1.4830, loss: 1.4830, grad_norm: 7.1591 2020-10-03 15:01:48,547 - mmaction - INFO - Epoch [81][1200/2825] lr: 7.500e-05, eta: 16:01:45, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8495, loss_cls: 1.4734, loss: 1.4734, grad_norm: 7.2363 2020-10-03 15:02:09,073 - mmaction - INFO - Epoch [81][1220/2825] lr: 7.500e-05, eta: 16:01:24, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8435, loss_cls: 1.4553, loss: 1.4553, grad_norm: 7.2558 2020-10-03 15:02:30,000 - mmaction - INFO - Epoch [81][1240/2825] lr: 7.500e-05, eta: 16:01:03, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8453, loss_cls: 1.4818, loss: 1.4818, grad_norm: 7.2631 2020-10-03 15:02:50,684 - mmaction - INFO - Epoch [81][1260/2825] lr: 7.500e-05, eta: 16:00:42, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8451, loss_cls: 1.4772, loss: 1.4772, grad_norm: 7.1255 2020-10-03 15:03:10,106 - mmaction - INFO - Epoch [81][1280/2825] lr: 7.500e-05, eta: 16:00:21, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8497, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.1720 2020-10-03 15:03:31,381 - mmaction - INFO - Epoch [81][1300/2825] lr: 7.500e-05, eta: 16:00:00, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8651, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.0965 2020-10-03 15:03:52,687 - mmaction - INFO - Epoch [81][1320/2825] lr: 7.500e-05, eta: 15:59:40, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8479, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.1444 2020-10-03 15:04:12,926 - mmaction - INFO - Epoch [81][1340/2825] lr: 7.500e-05, eta: 15:59:18, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8508, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.2622 2020-10-03 15:04:33,212 - mmaction - INFO - Epoch [81][1360/2825] lr: 7.500e-05, eta: 15:58:57, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8443, loss_cls: 1.4907, loss: 1.4907, grad_norm: 7.3476 2020-10-03 15:04:54,429 - mmaction - INFO - Epoch [81][1380/2825] lr: 7.500e-05, eta: 15:58:37, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8440, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.1565 2020-10-03 15:05:15,337 - mmaction - INFO - Epoch [81][1400/2825] lr: 7.500e-05, eta: 15:58:16, time: 1.046, data_time: 0.140, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8557, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.1577 2020-10-03 15:05:36,065 - mmaction - INFO - Epoch [81][1420/2825] lr: 7.500e-05, eta: 15:57:55, time: 1.036, data_time: 0.054, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8388, loss_cls: 1.4945, loss: 1.4945, grad_norm: 7.2606 2020-10-03 15:05:56,970 - mmaction - INFO - Epoch [81][1440/2825] lr: 7.500e-05, eta: 15:57:34, time: 1.045, data_time: 0.030, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8549, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.2395 2020-10-03 15:06:17,708 - mmaction - INFO - Epoch [81][1460/2825] lr: 7.500e-05, eta: 15:57:13, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8563, loss_cls: 1.4439, loss: 1.4439, grad_norm: 7.1901 2020-10-03 15:06:38,525 - mmaction - INFO - Epoch [81][1480/2825] lr: 7.500e-05, eta: 15:56:52, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8388, loss_cls: 1.5257, loss: 1.5257, grad_norm: 7.4564 2020-10-03 15:06:59,749 - mmaction - INFO - Epoch [81][1500/2825] lr: 7.500e-05, eta: 15:56:32, time: 1.062, data_time: 0.003, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8471, loss_cls: 1.4812, loss: 1.4812, grad_norm: 7.2596 2020-10-03 15:07:19,632 - mmaction - INFO - Epoch [81][1520/2825] lr: 7.500e-05, eta: 15:56:10, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8565, loss_cls: 1.4276, loss: 1.4276, grad_norm: 7.0701 2020-10-03 15:07:41,001 - mmaction - INFO - Epoch [81][1540/2825] lr: 7.500e-05, eta: 15:55:50, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8471, loss_cls: 1.4499, loss: 1.4499, grad_norm: 7.2331 2020-10-03 15:08:01,494 - mmaction - INFO - Epoch [81][1560/2825] lr: 7.500e-05, eta: 15:55:29, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8607, loss_cls: 1.4318, loss: 1.4318, grad_norm: 7.1407 2020-10-03 15:08:22,350 - mmaction - INFO - Epoch [81][1580/2825] lr: 7.500e-05, eta: 15:55:08, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8497, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.2658 2020-10-03 15:08:42,639 - mmaction - INFO - Epoch [81][1600/2825] lr: 7.500e-05, eta: 15:54:47, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6328, top5_acc: 0.8432, loss_cls: 1.5319, loss: 1.5319, grad_norm: 7.4497 2020-10-03 15:09:02,521 - mmaction - INFO - Epoch [81][1620/2825] lr: 7.500e-05, eta: 15:54:26, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8518, loss_cls: 1.4505, loss: 1.4505, grad_norm: 7.1218 2020-10-03 15:09:24,692 - mmaction - INFO - Epoch [81][1640/2825] lr: 7.500e-05, eta: 15:54:05, time: 1.108, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8482, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.2235 2020-10-03 15:09:45,304 - mmaction - INFO - Epoch [81][1660/2825] lr: 7.500e-05, eta: 15:53:44, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8542, loss_cls: 1.4479, loss: 1.4479, grad_norm: 7.2667 2020-10-03 15:10:05,772 - mmaction - INFO - Epoch [81][1680/2825] lr: 7.500e-05, eta: 15:53:23, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4794, loss: 1.4794, grad_norm: 7.2263 2020-10-03 15:10:25,980 - mmaction - INFO - Epoch [81][1700/2825] lr: 7.500e-05, eta: 15:53:02, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8430, loss_cls: 1.5051, loss: 1.5051, grad_norm: 7.3295 2020-10-03 15:10:47,484 - mmaction - INFO - Epoch [81][1720/2825] lr: 7.500e-05, eta: 15:52:41, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8529, loss_cls: 1.4469, loss: 1.4469, grad_norm: 7.2387 2020-10-03 15:11:07,292 - mmaction - INFO - Epoch [81][1740/2825] lr: 7.500e-05, eta: 15:52:20, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8435, loss_cls: 1.4901, loss: 1.4901, grad_norm: 7.2626 2020-10-03 15:11:28,330 - mmaction - INFO - Epoch [81][1760/2825] lr: 7.500e-05, eta: 15:52:00, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8521, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.1372 2020-10-03 15:11:49,236 - mmaction - INFO - Epoch [81][1780/2825] lr: 7.500e-05, eta: 15:51:39, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6365, top5_acc: 0.8365, loss_cls: 1.5312, loss: 1.5312, grad_norm: 7.4340 2020-10-03 15:12:09,557 - mmaction - INFO - Epoch [81][1800/2825] lr: 7.500e-05, eta: 15:51:18, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8456, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.1330 2020-10-03 15:12:30,599 - mmaction - INFO - Epoch [81][1820/2825] lr: 7.500e-05, eta: 15:50:57, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8479, loss_cls: 1.4981, loss: 1.4981, grad_norm: 7.2700 2020-10-03 15:12:50,568 - mmaction - INFO - Epoch [81][1840/2825] lr: 7.500e-05, eta: 15:50:36, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8505, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.4284 2020-10-03 15:13:11,279 - mmaction - INFO - Epoch [81][1860/2825] lr: 7.500e-05, eta: 15:50:15, time: 1.036, data_time: 0.054, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4712, loss: 1.4712, grad_norm: 7.3487 2020-10-03 15:13:32,118 - mmaction - INFO - Epoch [81][1880/2825] lr: 7.500e-05, eta: 15:49:54, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8383, loss_cls: 1.4818, loss: 1.4818, grad_norm: 7.0978 2020-10-03 15:13:52,749 - mmaction - INFO - Epoch [81][1900/2825] lr: 7.500e-05, eta: 15:49:33, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8445, loss_cls: 1.4717, loss: 1.4717, grad_norm: 7.2669 2020-10-03 15:14:13,366 - mmaction - INFO - Epoch [81][1920/2825] lr: 7.500e-05, eta: 15:49:12, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8451, loss_cls: 1.4676, loss: 1.4676, grad_norm: 7.1645 2020-10-03 15:14:34,824 - mmaction - INFO - Epoch [81][1940/2825] lr: 7.500e-05, eta: 15:48:51, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8516, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.2584 2020-10-03 15:14:55,294 - mmaction - INFO - Epoch [81][1960/2825] lr: 7.500e-05, eta: 15:48:30, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8471, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.1130 2020-10-03 15:15:16,874 - mmaction - INFO - Epoch [81][1980/2825] lr: 7.500e-05, eta: 15:48:10, time: 1.079, data_time: 0.093, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8393, loss_cls: 1.4903, loss: 1.4903, grad_norm: 7.1892 2020-10-03 15:15:37,846 - mmaction - INFO - Epoch [81][2000/2825] lr: 7.500e-05, eta: 15:47:49, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8552, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.0561 2020-10-03 15:15:58,053 - mmaction - INFO - Epoch [81][2020/2825] lr: 7.500e-05, eta: 15:47:28, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8518, loss_cls: 1.4820, loss: 1.4820, grad_norm: 7.3220 2020-10-03 15:16:19,695 - mmaction - INFO - Epoch [81][2040/2825] lr: 7.500e-05, eta: 15:47:07, time: 1.082, data_time: 0.001, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8391, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.3003 2020-10-03 15:16:40,004 - mmaction - INFO - Epoch [81][2060/2825] lr: 7.500e-05, eta: 15:46:46, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8435, loss_cls: 1.5006, loss: 1.5006, grad_norm: 7.2994 2020-10-03 15:16:59,921 - mmaction - INFO - Epoch [81][2080/2825] lr: 7.500e-05, eta: 15:46:25, time: 0.996, data_time: 0.007, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8500, loss_cls: 1.4622, loss: 1.4622, grad_norm: 7.3122 2020-10-03 15:17:20,664 - mmaction - INFO - Epoch [81][2100/2825] lr: 7.500e-05, eta: 15:46:04, time: 1.037, data_time: 0.022, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8378, loss_cls: 1.4967, loss: 1.4967, grad_norm: 7.2344 2020-10-03 15:17:41,252 - mmaction - INFO - Epoch [81][2120/2825] lr: 7.500e-05, eta: 15:45:43, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8302, loss_cls: 1.5629, loss: 1.5629, grad_norm: 7.3991 2020-10-03 15:18:01,840 - mmaction - INFO - Epoch [81][2140/2825] lr: 7.500e-05, eta: 15:45:22, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8443, loss_cls: 1.4765, loss: 1.4765, grad_norm: 7.3556 2020-10-03 15:18:23,217 - mmaction - INFO - Epoch [81][2160/2825] lr: 7.500e-05, eta: 15:45:02, time: 1.068, data_time: 0.001, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8424, loss_cls: 1.4801, loss: 1.4801, grad_norm: 7.1540 2020-10-03 15:18:43,940 - mmaction - INFO - Epoch [81][2180/2825] lr: 7.500e-05, eta: 15:44:41, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8487, loss_cls: 1.4364, loss: 1.4364, grad_norm: 7.0978 2020-10-03 15:19:04,843 - mmaction - INFO - Epoch [81][2200/2825] lr: 7.500e-05, eta: 15:44:20, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8458, loss_cls: 1.4868, loss: 1.4868, grad_norm: 7.2583 2020-10-03 15:19:25,944 - mmaction - INFO - Epoch [81][2220/2825] lr: 7.500e-05, eta: 15:43:59, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8432, loss_cls: 1.4995, loss: 1.4995, grad_norm: 7.2372 2020-10-03 15:19:46,500 - mmaction - INFO - Epoch [81][2240/2825] lr: 7.500e-05, eta: 15:43:38, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8424, loss_cls: 1.5190, loss: 1.5190, grad_norm: 7.2866 2020-10-03 15:20:07,075 - mmaction - INFO - Epoch [81][2260/2825] lr: 7.500e-05, eta: 15:43:17, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4959, loss: 1.4959, grad_norm: 7.2382 2020-10-03 15:20:28,537 - mmaction - INFO - Epoch [81][2280/2825] lr: 7.500e-05, eta: 15:42:56, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8628, loss_cls: 1.3924, loss: 1.3924, grad_norm: 7.1532 2020-10-03 15:20:50,296 - mmaction - INFO - Epoch [81][2300/2825] lr: 7.500e-05, eta: 15:42:36, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8523, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.1080 2020-10-03 15:21:09,581 - mmaction - INFO - Epoch [81][2320/2825] lr: 7.500e-05, eta: 15:42:14, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8529, loss_cls: 1.4406, loss: 1.4406, grad_norm: 7.2277 2020-10-03 15:21:30,055 - mmaction - INFO - Epoch [81][2340/2825] lr: 7.500e-05, eta: 15:41:53, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8466, loss_cls: 1.4960, loss: 1.4960, grad_norm: 7.3881 2020-10-03 15:21:50,662 - mmaction - INFO - Epoch [81][2360/2825] lr: 7.500e-05, eta: 15:41:33, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8427, loss_cls: 1.5271, loss: 1.5271, grad_norm: 7.4016 2020-10-03 15:22:12,871 - mmaction - INFO - Epoch [81][2380/2825] lr: 7.500e-05, eta: 15:41:12, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8411, loss_cls: 1.5225, loss: 1.5225, grad_norm: 7.3670 2020-10-03 15:22:33,000 - mmaction - INFO - Epoch [81][2400/2825] lr: 7.500e-05, eta: 15:40:51, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8448, loss_cls: 1.4728, loss: 1.4728, grad_norm: 7.1710 2020-10-03 15:22:54,017 - mmaction - INFO - Epoch [81][2420/2825] lr: 7.500e-05, eta: 15:40:30, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8401, loss_cls: 1.5103, loss: 1.5103, grad_norm: 7.3282 2020-10-03 15:23:14,794 - mmaction - INFO - Epoch [81][2440/2825] lr: 7.500e-05, eta: 15:40:09, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4325, loss: 1.4325, grad_norm: 7.2374 2020-10-03 15:23:35,395 - mmaction - INFO - Epoch [81][2460/2825] lr: 7.500e-05, eta: 15:39:48, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8440, loss_cls: 1.4834, loss: 1.4834, grad_norm: 7.3814 2020-10-03 15:23:56,119 - mmaction - INFO - Epoch [81][2480/2825] lr: 7.500e-05, eta: 15:39:27, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8464, loss_cls: 1.5245, loss: 1.5245, grad_norm: 7.3495 2020-10-03 15:24:15,631 - mmaction - INFO - Epoch [81][2500/2825] lr: 7.500e-05, eta: 15:39:06, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8503, loss_cls: 1.4186, loss: 1.4186, grad_norm: 7.0714 2020-10-03 15:24:37,148 - mmaction - INFO - Epoch [81][2520/2825] lr: 7.500e-05, eta: 15:38:45, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8375, loss_cls: 1.5012, loss: 1.5012, grad_norm: 7.1959 2020-10-03 15:24:58,515 - mmaction - INFO - Epoch [81][2540/2825] lr: 7.500e-05, eta: 15:38:25, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8479, loss_cls: 1.4732, loss: 1.4732, grad_norm: 7.3625 2020-10-03 15:25:18,699 - mmaction - INFO - Epoch [81][2560/2825] lr: 7.500e-05, eta: 15:38:04, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8492, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.3257 2020-10-03 15:25:39,708 - mmaction - INFO - Epoch [81][2580/2825] lr: 7.500e-05, eta: 15:37:43, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8482, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.2706 2020-10-03 15:26:00,762 - mmaction - INFO - Epoch [81][2600/2825] lr: 7.500e-05, eta: 15:37:22, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8435, loss_cls: 1.4646, loss: 1.4646, grad_norm: 7.2072 2020-10-03 15:26:21,090 - mmaction - INFO - Epoch [81][2620/2825] lr: 7.500e-05, eta: 15:37:01, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8466, loss_cls: 1.4912, loss: 1.4912, grad_norm: 7.3494 2020-10-03 15:26:41,522 - mmaction - INFO - Epoch [81][2640/2825] lr: 7.500e-05, eta: 15:36:40, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8583, loss_cls: 1.4606, loss: 1.4606, grad_norm: 7.2686 2020-10-03 15:27:02,520 - mmaction - INFO - Epoch [81][2660/2825] lr: 7.500e-05, eta: 15:36:19, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8456, loss_cls: 1.4882, loss: 1.4882, grad_norm: 7.1589 2020-10-03 15:27:22,021 - mmaction - INFO - Epoch [81][2680/2825] lr: 7.500e-05, eta: 15:35:58, time: 0.976, data_time: 0.041, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8417, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.3448 2020-10-03 15:27:43,078 - mmaction - INFO - Epoch [81][2700/2825] lr: 7.500e-05, eta: 15:35:37, time: 1.052, data_time: 0.365, memory: 8353, top1_acc: 0.6729, top5_acc: 0.8581, loss_cls: 1.4134, loss: 1.4134, grad_norm: 7.0647 2020-10-03 15:28:03,984 - mmaction - INFO - Epoch [81][2720/2825] lr: 7.500e-05, eta: 15:35:16, time: 1.044, data_time: 0.172, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8401, loss_cls: 1.4946, loss: 1.4946, grad_norm: 7.2913 2020-10-03 15:28:25,214 - mmaction - INFO - Epoch [81][2740/2825] lr: 7.500e-05, eta: 15:34:56, time: 1.062, data_time: 0.010, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8315, loss_cls: 1.5457, loss: 1.5457, grad_norm: 7.4115 2020-10-03 15:28:46,185 - mmaction - INFO - Epoch [81][2760/2825] lr: 7.500e-05, eta: 15:34:35, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.2369 2020-10-03 15:29:07,329 - mmaction - INFO - Epoch [81][2780/2825] lr: 7.500e-05, eta: 15:34:14, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5447, loss: 1.5447, grad_norm: 7.2776 2020-10-03 15:29:27,525 - mmaction - INFO - Epoch [81][2800/2825] lr: 7.500e-05, eta: 15:33:53, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4377, loss: 1.4377, grad_norm: 7.0628 2020-10-03 15:29:48,414 - mmaction - INFO - Epoch [81][2820/2825] lr: 7.500e-05, eta: 15:33:32, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8435, loss_cls: 1.4926, loss: 1.4926, grad_norm: 7.3170 2020-10-03 15:29:54,542 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-10-03 15:30:43,506 - mmaction - INFO - Epoch [82][20/2825] lr: 7.500e-05, eta: 15:33:11, time: 2.385, data_time: 1.423, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8380, loss_cls: 1.5130, loss: 1.5130, grad_norm: 7.3392 2020-10-03 15:31:04,623 - mmaction - INFO - Epoch [82][40/2825] lr: 7.500e-05, eta: 15:32:50, time: 1.055, data_time: 0.049, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8453, loss_cls: 1.4783, loss: 1.4783, grad_norm: 7.3256 2020-10-03 15:31:23,874 - mmaction - INFO - Epoch [82][60/2825] lr: 7.500e-05, eta: 15:32:29, time: 0.963, data_time: 0.129, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.4982, loss: 1.4982, grad_norm: 7.2346 2020-10-03 15:31:44,916 - mmaction - INFO - Epoch [82][80/2825] lr: 7.500e-05, eta: 15:32:08, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8492, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.0978 2020-10-03 15:32:06,375 - mmaction - INFO - Epoch [82][100/2825] lr: 7.500e-05, eta: 15:31:47, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8451, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.1959 2020-10-03 15:32:25,981 - mmaction - INFO - Epoch [82][120/2825] lr: 7.500e-05, eta: 15:31:26, time: 0.980, data_time: 0.057, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8331, loss_cls: 1.5254, loss: 1.5254, grad_norm: 7.2782 2020-10-03 15:32:47,463 - mmaction - INFO - Epoch [82][140/2825] lr: 7.500e-05, eta: 15:31:06, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8414, loss_cls: 1.4771, loss: 1.4771, grad_norm: 7.2490 2020-10-03 15:33:07,667 - mmaction - INFO - Epoch [82][160/2825] lr: 7.500e-05, eta: 15:30:44, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8464, loss_cls: 1.4600, loss: 1.4600, grad_norm: 7.1838 2020-10-03 15:33:28,065 - mmaction - INFO - Epoch [82][180/2825] lr: 7.500e-05, eta: 15:30:23, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8542, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.0964 2020-10-03 15:33:49,288 - mmaction - INFO - Epoch [82][200/2825] lr: 7.500e-05, eta: 15:30:03, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8443, loss_cls: 1.4651, loss: 1.4651, grad_norm: 7.1528 2020-10-03 15:34:09,195 - mmaction - INFO - Epoch [82][220/2825] lr: 7.500e-05, eta: 15:29:42, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8487, loss_cls: 1.4495, loss: 1.4495, grad_norm: 7.1228 2020-10-03 15:34:30,470 - mmaction - INFO - Epoch [82][240/2825] lr: 7.500e-05, eta: 15:29:21, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8560, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.1368 2020-10-03 15:34:51,110 - mmaction - INFO - Epoch [82][260/2825] lr: 7.500e-05, eta: 15:29:00, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8378, loss_cls: 1.5165, loss: 1.5165, grad_norm: 7.2337 2020-10-03 15:35:11,949 - mmaction - INFO - Epoch [82][280/2825] lr: 7.500e-05, eta: 15:28:39, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8445, loss_cls: 1.4770, loss: 1.4770, grad_norm: 7.2579 2020-10-03 15:35:33,414 - mmaction - INFO - Epoch [82][300/2825] lr: 7.500e-05, eta: 15:28:18, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8586, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.4220 2020-10-03 15:35:54,509 - mmaction - INFO - Epoch [82][320/2825] lr: 7.500e-05, eta: 15:27:57, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8409, loss_cls: 1.5089, loss: 1.5089, grad_norm: 7.1941 2020-10-03 15:36:13,883 - mmaction - INFO - Epoch [82][340/2825] lr: 7.500e-05, eta: 15:27:36, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4703, loss: 1.4703, grad_norm: 7.0787 2020-10-03 15:36:35,166 - mmaction - INFO - Epoch [82][360/2825] lr: 7.500e-05, eta: 15:27:15, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8451, loss_cls: 1.4955, loss: 1.4955, grad_norm: 7.3385 2020-10-03 15:36:55,935 - mmaction - INFO - Epoch [82][380/2825] lr: 7.500e-05, eta: 15:26:55, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8414, loss_cls: 1.4835, loss: 1.4835, grad_norm: 7.3621 2020-10-03 15:37:17,234 - mmaction - INFO - Epoch [82][400/2825] lr: 7.500e-05, eta: 15:26:34, time: 1.065, data_time: 0.123, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8385, loss_cls: 1.5107, loss: 1.5107, grad_norm: 7.3208 2020-10-03 15:37:38,218 - mmaction - INFO - Epoch [82][420/2825] lr: 7.500e-05, eta: 15:26:13, time: 1.048, data_time: 0.330, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8490, loss_cls: 1.4761, loss: 1.4761, grad_norm: 7.3060 2020-10-03 15:37:59,371 - mmaction - INFO - Epoch [82][440/2825] lr: 7.500e-05, eta: 15:25:52, time: 1.057, data_time: 0.338, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8581, loss_cls: 1.4144, loss: 1.4144, grad_norm: 7.2034 2020-10-03 15:38:21,084 - mmaction - INFO - Epoch [82][460/2825] lr: 7.500e-05, eta: 15:25:31, time: 1.087, data_time: 0.470, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8464, loss_cls: 1.4820, loss: 1.4820, grad_norm: 7.2300 2020-10-03 15:38:41,923 - mmaction - INFO - Epoch [82][480/2825] lr: 7.500e-05, eta: 15:25:11, time: 1.042, data_time: 0.430, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8492, loss_cls: 1.4274, loss: 1.4274, grad_norm: 7.1554 2020-10-03 15:39:01,091 - mmaction - INFO - Epoch [82][500/2825] lr: 7.500e-05, eta: 15:24:49, time: 0.958, data_time: 0.343, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8471, loss_cls: 1.4660, loss: 1.4660, grad_norm: 7.2522 2020-10-03 15:39:21,936 - mmaction - INFO - Epoch [82][520/2825] lr: 7.500e-05, eta: 15:24:28, time: 1.043, data_time: 0.386, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4553, loss: 1.4553, grad_norm: 7.1894 2020-10-03 15:39:43,721 - mmaction - INFO - Epoch [82][540/2825] lr: 7.500e-05, eta: 15:24:08, time: 1.089, data_time: 0.201, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8484, loss_cls: 1.4542, loss: 1.4542, grad_norm: 7.1143 2020-10-03 15:40:03,802 - mmaction - INFO - Epoch [82][560/2825] lr: 7.500e-05, eta: 15:23:47, time: 1.004, data_time: 0.331, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.2461 2020-10-03 15:40:23,972 - mmaction - INFO - Epoch [82][580/2825] lr: 7.500e-05, eta: 15:23:26, time: 1.008, data_time: 0.249, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8414, loss_cls: 1.5134, loss: 1.5134, grad_norm: 7.4546 2020-10-03 15:40:44,807 - mmaction - INFO - Epoch [82][600/2825] lr: 7.500e-05, eta: 15:23:05, time: 1.042, data_time: 0.401, memory: 8353, top1_acc: 0.6286, top5_acc: 0.8404, loss_cls: 1.5771, loss: 1.5771, grad_norm: 7.4534 2020-10-03 15:41:05,109 - mmaction - INFO - Epoch [82][620/2825] lr: 7.500e-05, eta: 15:22:44, time: 1.015, data_time: 0.265, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8458, loss_cls: 1.4824, loss: 1.4824, grad_norm: 7.2667 2020-10-03 15:41:26,176 - mmaction - INFO - Epoch [82][640/2825] lr: 7.500e-05, eta: 15:22:23, time: 1.053, data_time: 0.208, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8505, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.2214 2020-10-03 15:41:47,068 - mmaction - INFO - Epoch [82][660/2825] lr: 7.500e-05, eta: 15:22:02, time: 1.045, data_time: 0.325, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8445, loss_cls: 1.4646, loss: 1.4646, grad_norm: 7.1768 2020-10-03 15:42:06,663 - mmaction - INFO - Epoch [82][680/2825] lr: 7.500e-05, eta: 15:21:41, time: 0.979, data_time: 0.338, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8536, loss_cls: 1.4411, loss: 1.4411, grad_norm: 7.1785 2020-10-03 15:42:27,865 - mmaction - INFO - Epoch [82][700/2825] lr: 7.500e-05, eta: 15:21:20, time: 1.060, data_time: 0.068, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8474, loss_cls: 1.4825, loss: 1.4825, grad_norm: 7.3182 2020-10-03 15:42:48,474 - mmaction - INFO - Epoch [82][720/2825] lr: 7.500e-05, eta: 15:20:59, time: 1.031, data_time: 0.214, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8539, loss_cls: 1.4527, loss: 1.4527, grad_norm: 7.2692 2020-10-03 15:43:08,959 - mmaction - INFO - Epoch [82][740/2825] lr: 7.500e-05, eta: 15:20:38, time: 1.023, data_time: 0.299, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8391, loss_cls: 1.5064, loss: 1.5064, grad_norm: 7.3058 2020-10-03 15:43:30,396 - mmaction - INFO - Epoch [82][760/2825] lr: 7.500e-05, eta: 15:20:18, time: 1.072, data_time: 0.412, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8479, loss_cls: 1.4946, loss: 1.4946, grad_norm: 7.5182 2020-10-03 15:43:51,087 - mmaction - INFO - Epoch [82][780/2825] lr: 7.500e-05, eta: 15:19:57, time: 1.036, data_time: 0.423, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8529, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.1743 2020-10-03 15:44:10,648 - mmaction - INFO - Epoch [82][800/2825] lr: 7.500e-05, eta: 15:19:35, time: 0.978, data_time: 0.264, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8422, loss_cls: 1.4908, loss: 1.4908, grad_norm: 7.3427 2020-10-03 15:44:31,474 - mmaction - INFO - Epoch [82][820/2825] lr: 7.500e-05, eta: 15:19:15, time: 1.041, data_time: 0.048, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8508, loss_cls: 1.4170, loss: 1.4170, grad_norm: 7.1606 2020-10-03 15:44:52,220 - mmaction - INFO - Epoch [82][840/2825] lr: 7.500e-05, eta: 15:18:54, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.4019, loss: 1.4019, grad_norm: 7.2264 2020-10-03 15:45:14,839 - mmaction - INFO - Epoch [82][860/2825] lr: 7.500e-05, eta: 15:18:33, time: 1.132, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8427, loss_cls: 1.4817, loss: 1.4817, grad_norm: 7.1949 2020-10-03 15:45:35,553 - mmaction - INFO - Epoch [82][880/2825] lr: 7.500e-05, eta: 15:18:12, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8505, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.1475 2020-10-03 15:45:56,075 - mmaction - INFO - Epoch [82][900/2825] lr: 7.500e-05, eta: 15:17:51, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8318, loss_cls: 1.5339, loss: 1.5339, grad_norm: 7.2842 2020-10-03 15:46:16,224 - mmaction - INFO - Epoch [82][920/2825] lr: 7.500e-05, eta: 15:17:30, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8518, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.3823 2020-10-03 15:46:37,713 - mmaction - INFO - Epoch [82][940/2825] lr: 7.500e-05, eta: 15:17:10, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8388, loss_cls: 1.5080, loss: 1.5080, grad_norm: 7.4717 2020-10-03 15:46:57,721 - mmaction - INFO - Epoch [82][960/2825] lr: 7.500e-05, eta: 15:16:49, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8490, loss_cls: 1.4690, loss: 1.4690, grad_norm: 7.2818 2020-10-03 15:47:20,083 - mmaction - INFO - Epoch [82][980/2825] lr: 7.500e-05, eta: 15:16:28, time: 1.118, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8453, loss_cls: 1.5115, loss: 1.5115, grad_norm: 7.3708 2020-10-03 15:47:40,040 - mmaction - INFO - Epoch [82][1000/2825] lr: 7.500e-05, eta: 15:16:07, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8479, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.2775 2020-10-03 15:48:00,442 - mmaction - INFO - Epoch [82][1020/2825] lr: 7.500e-05, eta: 15:15:46, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8549, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.3076 2020-10-03 15:48:21,342 - mmaction - INFO - Epoch [82][1040/2825] lr: 7.500e-05, eta: 15:15:25, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8393, loss_cls: 1.5110, loss: 1.5110, grad_norm: 7.3820 2020-10-03 15:48:42,091 - mmaction - INFO - Epoch [82][1060/2825] lr: 7.500e-05, eta: 15:15:04, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8464, loss_cls: 1.4541, loss: 1.4541, grad_norm: 7.1362 2020-10-03 15:49:02,920 - mmaction - INFO - Epoch [82][1080/2825] lr: 7.500e-05, eta: 15:14:43, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8385, loss_cls: 1.5187, loss: 1.5187, grad_norm: 7.4066 2020-10-03 15:49:24,761 - mmaction - INFO - Epoch [82][1100/2825] lr: 7.500e-05, eta: 15:14:23, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8422, loss_cls: 1.4738, loss: 1.4738, grad_norm: 7.2924 2020-10-03 15:49:45,361 - mmaction - INFO - Epoch [82][1120/2825] lr: 7.500e-05, eta: 15:14:02, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8466, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.1775 2020-10-03 15:50:05,561 - mmaction - INFO - Epoch [82][1140/2825] lr: 7.500e-05, eta: 15:13:41, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8424, loss_cls: 1.5018, loss: 1.5018, grad_norm: 7.4457 2020-10-03 15:50:26,179 - mmaction - INFO - Epoch [82][1160/2825] lr: 7.500e-05, eta: 15:13:20, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8471, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.3777 2020-10-03 15:50:46,542 - mmaction - INFO - Epoch [82][1180/2825] lr: 7.500e-05, eta: 15:12:59, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8510, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.2037 2020-10-03 15:51:07,015 - mmaction - INFO - Epoch [82][1200/2825] lr: 7.500e-05, eta: 15:12:38, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8419, loss_cls: 1.4848, loss: 1.4848, grad_norm: 7.2428 2020-10-03 15:51:27,006 - mmaction - INFO - Epoch [82][1220/2825] lr: 7.500e-05, eta: 15:12:17, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8458, loss_cls: 1.4827, loss: 1.4827, grad_norm: 7.4571 2020-10-03 15:51:48,913 - mmaction - INFO - Epoch [82][1240/2825] lr: 7.500e-05, eta: 15:11:56, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8385, loss_cls: 1.5040, loss: 1.5040, grad_norm: 7.3197 2020-10-03 15:52:09,027 - mmaction - INFO - Epoch [82][1260/2825] lr: 7.500e-05, eta: 15:11:35, time: 1.006, data_time: 0.030, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8461, loss_cls: 1.4930, loss: 1.4930, grad_norm: 7.3919 2020-10-03 15:52:30,593 - mmaction - INFO - Epoch [82][1280/2825] lr: 7.500e-05, eta: 15:11:14, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8479, loss_cls: 1.4921, loss: 1.4921, grad_norm: 7.3590 2020-10-03 15:52:49,660 - mmaction - INFO - Epoch [82][1300/2825] lr: 7.500e-05, eta: 15:10:53, time: 0.953, data_time: 0.007, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4504, loss: 1.4504, grad_norm: 7.3550 2020-10-03 15:53:10,669 - mmaction - INFO - Epoch [82][1320/2825] lr: 7.500e-05, eta: 15:10:32, time: 1.050, data_time: 0.045, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8479, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.3848 2020-10-03 15:53:32,309 - mmaction - INFO - Epoch [82][1340/2825] lr: 7.500e-05, eta: 15:10:12, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8458, loss_cls: 1.4824, loss: 1.4824, grad_norm: 7.3738 2020-10-03 15:53:52,833 - mmaction - INFO - Epoch [82][1360/2825] lr: 7.500e-05, eta: 15:09:51, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8411, loss_cls: 1.4689, loss: 1.4689, grad_norm: 7.2123 2020-10-03 15:54:13,935 - mmaction - INFO - Epoch [82][1380/2825] lr: 7.500e-05, eta: 15:09:30, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8435, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.3700 2020-10-03 15:54:35,648 - mmaction - INFO - Epoch [82][1400/2825] lr: 7.500e-05, eta: 15:09:09, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8591, loss_cls: 1.4064, loss: 1.4064, grad_norm: 7.1183 2020-10-03 15:54:56,281 - mmaction - INFO - Epoch [82][1420/2825] lr: 7.500e-05, eta: 15:08:48, time: 1.032, data_time: 0.003, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4327, loss: 1.4327, grad_norm: 7.3416 2020-10-03 15:55:15,960 - mmaction - INFO - Epoch [82][1440/2825] lr: 7.500e-05, eta: 15:08:27, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8341, loss_cls: 1.5776, loss: 1.5776, grad_norm: 7.6461 2020-10-03 15:55:37,842 - mmaction - INFO - Epoch [82][1460/2825] lr: 7.500e-05, eta: 15:08:06, time: 1.094, data_time: 0.018, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8503, loss_cls: 1.4624, loss: 1.4624, grad_norm: 7.2432 2020-10-03 15:55:57,423 - mmaction - INFO - Epoch [82][1480/2825] lr: 7.500e-05, eta: 15:07:45, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8495, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.3374 2020-10-03 15:56:18,963 - mmaction - INFO - Epoch [82][1500/2825] lr: 7.500e-05, eta: 15:07:25, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6688, top5_acc: 0.8508, loss_cls: 1.4738, loss: 1.4738, grad_norm: 7.3123 2020-10-03 15:56:38,914 - mmaction - INFO - Epoch [82][1520/2825] lr: 7.500e-05, eta: 15:07:03, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8505, loss_cls: 1.4551, loss: 1.4551, grad_norm: 7.2276 2020-10-03 15:57:00,958 - mmaction - INFO - Epoch [82][1540/2825] lr: 7.500e-05, eta: 15:06:43, time: 1.103, data_time: 0.003, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8513, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.1704 2020-10-03 15:57:21,032 - mmaction - INFO - Epoch [82][1560/2825] lr: 7.500e-05, eta: 15:06:22, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8487, loss_cls: 1.4704, loss: 1.4704, grad_norm: 7.3320 2020-10-03 15:57:41,668 - mmaction - INFO - Epoch [82][1580/2825] lr: 7.500e-05, eta: 15:06:01, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8479, loss_cls: 1.4757, loss: 1.4757, grad_norm: 7.3008 2020-10-03 15:58:03,015 - mmaction - INFO - Epoch [82][1600/2825] lr: 7.500e-05, eta: 15:05:40, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8557, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.1478 2020-10-03 15:58:23,993 - mmaction - INFO - Epoch [82][1620/2825] lr: 7.500e-05, eta: 15:05:19, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8370, loss_cls: 1.4923, loss: 1.4923, grad_norm: 7.2252 2020-10-03 15:58:43,682 - mmaction - INFO - Epoch [82][1640/2825] lr: 7.500e-05, eta: 15:04:58, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8513, loss_cls: 1.4784, loss: 1.4784, grad_norm: 7.2582 2020-10-03 15:59:04,408 - mmaction - INFO - Epoch [82][1660/2825] lr: 7.500e-05, eta: 15:04:37, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8573, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.2085 2020-10-03 15:59:24,739 - mmaction - INFO - Epoch [82][1680/2825] lr: 7.500e-05, eta: 15:04:16, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8557, loss_cls: 1.4542, loss: 1.4542, grad_norm: 7.3927 2020-10-03 15:59:46,037 - mmaction - INFO - Epoch [82][1700/2825] lr: 7.500e-05, eta: 15:03:55, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8570, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.1111 2020-10-03 16:00:07,557 - mmaction - INFO - Epoch [82][1720/2825] lr: 7.500e-05, eta: 15:03:35, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8461, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.3118 2020-10-03 16:00:29,015 - mmaction - INFO - Epoch [82][1740/2825] lr: 7.500e-05, eta: 15:03:14, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6734, top5_acc: 0.8607, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.2267 2020-10-03 16:00:49,520 - mmaction - INFO - Epoch [82][1760/2825] lr: 7.500e-05, eta: 15:02:53, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8503, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.3079 2020-10-03 16:01:10,416 - mmaction - INFO - Epoch [82][1780/2825] lr: 7.500e-05, eta: 15:02:32, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8539, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.1907 2020-10-03 16:01:30,408 - mmaction - INFO - Epoch [82][1800/2825] lr: 7.500e-05, eta: 15:02:11, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8432, loss_cls: 1.4814, loss: 1.4814, grad_norm: 7.2697 2020-10-03 16:01:50,542 - mmaction - INFO - Epoch [82][1820/2825] lr: 7.500e-05, eta: 15:01:50, time: 1.006, data_time: 0.122, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8536, loss_cls: 1.4583, loss: 1.4583, grad_norm: 7.2981 2020-10-03 16:02:12,074 - mmaction - INFO - Epoch [82][1840/2825] lr: 7.500e-05, eta: 15:01:29, time: 1.076, data_time: 0.460, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8529, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.2457 2020-10-03 16:02:32,193 - mmaction - INFO - Epoch [82][1860/2825] lr: 7.500e-05, eta: 15:01:08, time: 1.006, data_time: 0.392, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8573, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.3692 2020-10-03 16:02:52,404 - mmaction - INFO - Epoch [82][1880/2825] lr: 7.500e-05, eta: 15:00:47, time: 1.010, data_time: 0.391, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8508, loss_cls: 1.4672, loss: 1.4672, grad_norm: 7.3420 2020-10-03 16:03:12,921 - mmaction - INFO - Epoch [82][1900/2825] lr: 7.500e-05, eta: 15:00:26, time: 1.027, data_time: 0.298, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8362, loss_cls: 1.5116, loss: 1.5116, grad_norm: 7.4203 2020-10-03 16:03:33,735 - mmaction - INFO - Epoch [82][1920/2825] lr: 7.500e-05, eta: 15:00:05, time: 1.041, data_time: 0.252, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8453, loss_cls: 1.4585, loss: 1.4585, grad_norm: 7.3248 2020-10-03 16:03:55,678 - mmaction - INFO - Epoch [82][1940/2825] lr: 7.500e-05, eta: 14:59:45, time: 1.097, data_time: 0.172, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8477, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.2531 2020-10-03 16:04:15,562 - mmaction - INFO - Epoch [82][1960/2825] lr: 7.500e-05, eta: 14:59:24, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8432, loss_cls: 1.5138, loss: 1.5138, grad_norm: 7.2962 2020-10-03 16:04:36,131 - mmaction - INFO - Epoch [82][1980/2825] lr: 7.500e-05, eta: 14:59:03, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8432, loss_cls: 1.4776, loss: 1.4776, grad_norm: 7.3567 2020-10-03 16:04:57,974 - mmaction - INFO - Epoch [82][2000/2825] lr: 7.500e-05, eta: 14:58:42, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8536, loss_cls: 1.4415, loss: 1.4415, grad_norm: 7.3079 2020-10-03 16:05:16,963 - mmaction - INFO - Epoch [82][2020/2825] lr: 7.500e-05, eta: 14:58:21, time: 0.949, data_time: 0.002, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.5078, loss: 1.5078, grad_norm: 7.5654 2020-10-03 16:05:38,812 - mmaction - INFO - Epoch [82][2040/2825] lr: 7.500e-05, eta: 14:58:00, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.4440, loss: 1.4440, grad_norm: 7.2148 2020-10-03 16:05:59,496 - mmaction - INFO - Epoch [82][2060/2825] lr: 7.500e-05, eta: 14:57:39, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8495, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.2075 2020-10-03 16:06:20,415 - mmaction - INFO - Epoch [82][2080/2825] lr: 7.500e-05, eta: 14:57:18, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8568, loss_cls: 1.4322, loss: 1.4322, grad_norm: 7.2151 2020-10-03 16:06:41,131 - mmaction - INFO - Epoch [82][2100/2825] lr: 7.500e-05, eta: 14:56:58, time: 1.038, data_time: 0.004, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8615, loss_cls: 1.3859, loss: 1.3859, grad_norm: 7.2542 2020-10-03 16:07:02,416 - mmaction - INFO - Epoch [82][2120/2825] lr: 7.500e-05, eta: 14:56:37, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8492, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.4118 2020-10-03 16:07:22,222 - mmaction - INFO - Epoch [82][2140/2825] lr: 7.500e-05, eta: 14:56:16, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8432, loss_cls: 1.4871, loss: 1.4871, grad_norm: 7.3295 2020-10-03 16:07:44,078 - mmaction - INFO - Epoch [82][2160/2825] lr: 7.500e-05, eta: 14:55:55, time: 1.094, data_time: 0.003, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8471, loss_cls: 1.4668, loss: 1.4668, grad_norm: 7.3024 2020-10-03 16:08:03,496 - mmaction - INFO - Epoch [82][2180/2825] lr: 7.500e-05, eta: 14:55:34, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8513, loss_cls: 1.4606, loss: 1.4606, grad_norm: 7.2366 2020-10-03 16:08:24,510 - mmaction - INFO - Epoch [82][2200/2825] lr: 7.500e-05, eta: 14:55:13, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8555, loss_cls: 1.4423, loss: 1.4423, grad_norm: 7.3971 2020-10-03 16:08:45,731 - mmaction - INFO - Epoch [82][2220/2825] lr: 7.500e-05, eta: 14:54:52, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4809, loss: 1.4809, grad_norm: 7.2861 2020-10-03 16:09:06,547 - mmaction - INFO - Epoch [82][2240/2825] lr: 7.500e-05, eta: 14:54:31, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8490, loss_cls: 1.4897, loss: 1.4897, grad_norm: 7.2519 2020-10-03 16:09:26,879 - mmaction - INFO - Epoch [82][2260/2825] lr: 7.500e-05, eta: 14:54:10, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8534, loss_cls: 1.4278, loss: 1.4278, grad_norm: 7.2236 2020-10-03 16:09:48,608 - mmaction - INFO - Epoch [82][2280/2825] lr: 7.500e-05, eta: 14:53:50, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8451, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.3458 2020-10-03 16:10:08,271 - mmaction - INFO - Epoch [82][2300/2825] lr: 7.500e-05, eta: 14:53:29, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8427, loss_cls: 1.4973, loss: 1.4973, grad_norm: 7.3727 2020-10-03 16:10:29,219 - mmaction - INFO - Epoch [82][2320/2825] lr: 7.500e-05, eta: 14:53:08, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8487, loss_cls: 1.4802, loss: 1.4802, grad_norm: 7.2809 2020-10-03 16:10:49,933 - mmaction - INFO - Epoch [82][2340/2825] lr: 7.500e-05, eta: 14:52:47, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.2291 2020-10-03 16:11:10,654 - mmaction - INFO - Epoch [82][2360/2825] lr: 7.500e-05, eta: 14:52:26, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8464, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.1972 2020-10-03 16:11:32,071 - mmaction - INFO - Epoch [82][2380/2825] lr: 7.500e-05, eta: 14:52:05, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4831, loss: 1.4831, grad_norm: 7.3555 2020-10-03 16:11:52,702 - mmaction - INFO - Epoch [82][2400/2825] lr: 7.500e-05, eta: 14:51:44, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8414, loss_cls: 1.5043, loss: 1.5043, grad_norm: 7.2711 2020-10-03 16:12:12,663 - mmaction - INFO - Epoch [82][2420/2825] lr: 7.500e-05, eta: 14:51:23, time: 0.998, data_time: 0.003, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8461, loss_cls: 1.4209, loss: 1.4209, grad_norm: 7.1707 2020-10-03 16:12:33,101 - mmaction - INFO - Epoch [82][2440/2825] lr: 7.500e-05, eta: 14:51:02, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8487, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.3044 2020-10-03 16:12:54,805 - mmaction - INFO - Epoch [82][2460/2825] lr: 7.500e-05, eta: 14:50:41, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8490, loss_cls: 1.4454, loss: 1.4454, grad_norm: 7.1366 2020-10-03 16:13:14,205 - mmaction - INFO - Epoch [82][2480/2825] lr: 7.500e-05, eta: 14:50:20, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8464, loss_cls: 1.4519, loss: 1.4519, grad_norm: 7.2745 2020-10-03 16:13:35,650 - mmaction - INFO - Epoch [82][2500/2825] lr: 7.500e-05, eta: 14:50:00, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8492, loss_cls: 1.4801, loss: 1.4801, grad_norm: 7.1600 2020-10-03 16:13:55,912 - mmaction - INFO - Epoch [82][2520/2825] lr: 7.500e-05, eta: 14:49:39, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8479, loss_cls: 1.4296, loss: 1.4296, grad_norm: 7.1850 2020-10-03 16:14:15,954 - mmaction - INFO - Epoch [82][2540/2825] lr: 7.500e-05, eta: 14:49:17, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.3129 2020-10-03 16:14:37,273 - mmaction - INFO - Epoch [82][2560/2825] lr: 7.500e-05, eta: 14:48:57, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8451, loss_cls: 1.4929, loss: 1.4929, grad_norm: 7.4613 2020-10-03 16:14:57,537 - mmaction - INFO - Epoch [82][2580/2825] lr: 7.500e-05, eta: 14:48:36, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8477, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.3616 2020-10-03 16:15:17,897 - mmaction - INFO - Epoch [82][2600/2825] lr: 7.500e-05, eta: 14:48:15, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8523, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.1976 2020-10-03 16:15:38,004 - mmaction - INFO - Epoch [82][2620/2825] lr: 7.500e-05, eta: 14:47:54, time: 1.006, data_time: 0.044, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8539, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.2645 2020-10-03 16:15:57,513 - mmaction - INFO - Epoch [82][2640/2825] lr: 7.500e-05, eta: 14:47:32, time: 0.976, data_time: 0.106, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8432, loss_cls: 1.4581, loss: 1.4581, grad_norm: 7.3001 2020-10-03 16:16:18,785 - mmaction - INFO - Epoch [82][2660/2825] lr: 7.500e-05, eta: 14:47:12, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8466, loss_cls: 1.4604, loss: 1.4604, grad_norm: 7.2872 2020-10-03 16:16:40,100 - mmaction - INFO - Epoch [82][2680/2825] lr: 7.500e-05, eta: 14:46:51, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8521, loss_cls: 1.4405, loss: 1.4405, grad_norm: 7.2903 2020-10-03 16:17:00,553 - mmaction - INFO - Epoch [82][2700/2825] lr: 7.500e-05, eta: 14:46:30, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.2502 2020-10-03 16:17:20,983 - mmaction - INFO - Epoch [82][2720/2825] lr: 7.500e-05, eta: 14:46:09, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8479, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.3188 2020-10-03 16:17:40,947 - mmaction - INFO - Epoch [82][2740/2825] lr: 7.500e-05, eta: 14:45:48, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.5089, loss: 1.5089, grad_norm: 7.5088 2020-10-03 16:18:01,303 - mmaction - INFO - Epoch [82][2760/2825] lr: 7.500e-05, eta: 14:45:27, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8482, loss_cls: 1.4646, loss: 1.4646, grad_norm: 7.3368 2020-10-03 16:18:22,517 - mmaction - INFO - Epoch [82][2780/2825] lr: 7.500e-05, eta: 14:45:06, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.4147, loss: 1.4147, grad_norm: 7.2284 2020-10-03 16:18:43,859 - mmaction - INFO - Epoch [82][2800/2825] lr: 7.500e-05, eta: 14:44:45, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8500, loss_cls: 1.4699, loss: 1.4699, grad_norm: 7.3516 2020-10-03 16:19:04,827 - mmaction - INFO - Epoch [82][2820/2825] lr: 7.500e-05, eta: 14:44:25, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.3203 2020-10-03 16:19:11,171 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-10-03 16:19:58,658 - mmaction - INFO - Epoch [83][20/2825] lr: 7.500e-05, eta: 14:44:03, time: 2.263, data_time: 1.206, memory: 8353, top1_acc: 0.6711, top5_acc: 0.8591, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.1299 2020-10-03 16:20:20,048 - mmaction - INFO - Epoch [83][40/2825] lr: 7.500e-05, eta: 14:43:42, time: 1.070, data_time: 0.093, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8396, loss_cls: 1.4853, loss: 1.4853, grad_norm: 7.3371 2020-10-03 16:20:39,585 - mmaction - INFO - Epoch [83][60/2825] lr: 7.500e-05, eta: 14:43:21, time: 0.977, data_time: 0.199, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8391, loss_cls: 1.5008, loss: 1.5008, grad_norm: 7.3674 2020-10-03 16:21:00,754 - mmaction - INFO - Epoch [83][80/2825] lr: 7.500e-05, eta: 14:43:00, time: 1.058, data_time: 0.323, memory: 8353, top1_acc: 0.6701, top5_acc: 0.8586, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.1571 2020-10-03 16:21:22,056 - mmaction - INFO - Epoch [83][100/2825] lr: 7.500e-05, eta: 14:42:39, time: 1.066, data_time: 0.338, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8573, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.1831 2020-10-03 16:21:42,415 - mmaction - INFO - Epoch [83][120/2825] lr: 7.500e-05, eta: 14:42:18, time: 1.018, data_time: 0.350, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3858, loss: 1.3858, grad_norm: 7.0844 2020-10-03 16:22:03,279 - mmaction - INFO - Epoch [83][140/2825] lr: 7.500e-05, eta: 14:41:57, time: 1.043, data_time: 0.208, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8451, loss_cls: 1.4555, loss: 1.4555, grad_norm: 7.3392 2020-10-03 16:22:24,972 - mmaction - INFO - Epoch [83][160/2825] lr: 7.500e-05, eta: 14:41:37, time: 1.085, data_time: 0.417, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8484, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.2808 2020-10-03 16:22:44,952 - mmaction - INFO - Epoch [83][180/2825] lr: 7.500e-05, eta: 14:41:16, time: 0.999, data_time: 0.364, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4255, loss: 1.4255, grad_norm: 7.2279 2020-10-03 16:23:06,553 - mmaction - INFO - Epoch [83][200/2825] lr: 7.500e-05, eta: 14:40:55, time: 1.080, data_time: 0.371, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8549, loss_cls: 1.4222, loss: 1.4222, grad_norm: 7.1371 2020-10-03 16:23:27,133 - mmaction - INFO - Epoch [83][220/2825] lr: 7.500e-05, eta: 14:40:34, time: 1.029, data_time: 0.045, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8495, loss_cls: 1.4639, loss: 1.4639, grad_norm: 7.3433 2020-10-03 16:23:46,106 - mmaction - INFO - Epoch [83][240/2825] lr: 7.500e-05, eta: 14:40:13, time: 0.949, data_time: 0.296, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8490, loss_cls: 1.4694, loss: 1.4694, grad_norm: 7.3749 2020-10-03 16:24:06,965 - mmaction - INFO - Epoch [83][260/2825] lr: 7.500e-05, eta: 14:39:52, time: 1.043, data_time: 0.311, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8547, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.2096 2020-10-03 16:24:28,461 - mmaction - INFO - Epoch [83][280/2825] lr: 7.500e-05, eta: 14:39:31, time: 1.075, data_time: 0.249, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8456, loss_cls: 1.4733, loss: 1.4733, grad_norm: 7.3303 2020-10-03 16:24:48,368 - mmaction - INFO - Epoch [83][300/2825] lr: 7.500e-05, eta: 14:39:10, time: 0.993, data_time: 0.378, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8503, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.2573 2020-10-03 16:25:09,557 - mmaction - INFO - Epoch [83][320/2825] lr: 7.500e-05, eta: 14:38:49, time: 1.061, data_time: 0.446, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8438, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.2322 2020-10-03 16:25:29,896 - mmaction - INFO - Epoch [83][340/2825] lr: 7.500e-05, eta: 14:38:28, time: 1.017, data_time: 0.372, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8482, loss_cls: 1.4546, loss: 1.4546, grad_norm: 7.2572 2020-10-03 16:25:49,513 - mmaction - INFO - Epoch [83][360/2825] lr: 7.500e-05, eta: 14:38:07, time: 0.981, data_time: 0.159, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8471, loss_cls: 1.4477, loss: 1.4477, grad_norm: 7.3040 2020-10-03 16:26:10,708 - mmaction - INFO - Epoch [83][380/2825] lr: 7.500e-05, eta: 14:37:46, time: 1.061, data_time: 0.374, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8438, loss_cls: 1.4499, loss: 1.4499, grad_norm: 7.2415 2020-10-03 16:26:31,874 - mmaction - INFO - Epoch [83][400/2825] lr: 7.500e-05, eta: 14:37:25, time: 1.058, data_time: 0.086, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4458, loss: 1.4458, grad_norm: 7.2787 2020-10-03 16:26:52,151 - mmaction - INFO - Epoch [83][420/2825] lr: 7.500e-05, eta: 14:37:04, time: 1.014, data_time: 0.101, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8620, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.3392 2020-10-03 16:27:13,352 - mmaction - INFO - Epoch [83][440/2825] lr: 7.500e-05, eta: 14:36:44, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8490, loss_cls: 1.4654, loss: 1.4654, grad_norm: 7.4731 2020-10-03 16:27:33,172 - mmaction - INFO - Epoch [83][460/2825] lr: 7.500e-05, eta: 14:36:23, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8461, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.3758 2020-10-03 16:27:53,753 - mmaction - INFO - Epoch [83][480/2825] lr: 7.500e-05, eta: 14:36:02, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8419, loss_cls: 1.4779, loss: 1.4779, grad_norm: 7.4279 2020-10-03 16:28:15,230 - mmaction - INFO - Epoch [83][500/2825] lr: 7.500e-05, eta: 14:35:41, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8440, loss_cls: 1.4757, loss: 1.4757, grad_norm: 7.4122 2020-10-03 16:28:36,652 - mmaction - INFO - Epoch [83][520/2825] lr: 7.500e-05, eta: 14:35:20, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8544, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.1819 2020-10-03 16:28:55,783 - mmaction - INFO - Epoch [83][540/2825] lr: 7.500e-05, eta: 14:34:59, time: 0.957, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8482, loss_cls: 1.4581, loss: 1.4581, grad_norm: 7.2896 2020-10-03 16:29:16,479 - mmaction - INFO - Epoch [83][560/2825] lr: 7.500e-05, eta: 14:34:38, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8479, loss_cls: 1.4720, loss: 1.4720, grad_norm: 7.4073 2020-10-03 16:29:37,203 - mmaction - INFO - Epoch [83][580/2825] lr: 7.500e-05, eta: 14:34:17, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8479, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.3215 2020-10-03 16:29:59,410 - mmaction - INFO - Epoch [83][600/2825] lr: 7.500e-05, eta: 14:33:56, time: 1.112, data_time: 0.003, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8435, loss_cls: 1.4607, loss: 1.4607, grad_norm: 7.3672 2020-10-03 16:30:20,025 - mmaction - INFO - Epoch [83][620/2825] lr: 7.500e-05, eta: 14:33:36, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8432, loss_cls: 1.4725, loss: 1.4725, grad_norm: 7.4194 2020-10-03 16:30:40,324 - mmaction - INFO - Epoch [83][640/2825] lr: 7.500e-05, eta: 14:33:15, time: 1.015, data_time: 0.012, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8482, loss_cls: 1.4506, loss: 1.4506, grad_norm: 7.2452 2020-10-03 16:31:02,494 - mmaction - INFO - Epoch [83][660/2825] lr: 7.500e-05, eta: 14:32:54, time: 1.108, data_time: 0.054, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8539, loss_cls: 1.4140, loss: 1.4140, grad_norm: 7.3328 2020-10-03 16:31:21,724 - mmaction - INFO - Epoch [83][680/2825] lr: 7.500e-05, eta: 14:32:33, time: 0.961, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8529, loss_cls: 1.4302, loss: 1.4302, grad_norm: 7.3940 2020-10-03 16:31:42,862 - mmaction - INFO - Epoch [83][700/2825] lr: 7.500e-05, eta: 14:32:12, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8435, loss_cls: 1.4621, loss: 1.4621, grad_norm: 7.3039 2020-10-03 16:32:04,378 - mmaction - INFO - Epoch [83][720/2825] lr: 7.500e-05, eta: 14:31:51, time: 1.077, data_time: 0.003, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8367, loss_cls: 1.5464, loss: 1.5464, grad_norm: 7.4209 2020-10-03 16:32:24,171 - mmaction - INFO - Epoch [83][740/2825] lr: 7.500e-05, eta: 14:31:30, time: 0.990, data_time: 0.003, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8560, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.3075 2020-10-03 16:32:45,283 - mmaction - INFO - Epoch [83][760/2825] lr: 7.500e-05, eta: 14:31:09, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.3359 2020-10-03 16:33:05,594 - mmaction - INFO - Epoch [83][780/2825] lr: 7.500e-05, eta: 14:30:48, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8396, loss_cls: 1.4939, loss: 1.4939, grad_norm: 7.4567 2020-10-03 16:33:25,140 - mmaction - INFO - Epoch [83][800/2825] lr: 7.500e-05, eta: 14:30:27, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8508, loss_cls: 1.4944, loss: 1.4944, grad_norm: 7.4770 2020-10-03 16:33:46,599 - mmaction - INFO - Epoch [83][820/2825] lr: 7.500e-05, eta: 14:30:06, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8518, loss_cls: 1.4604, loss: 1.4604, grad_norm: 7.3816 2020-10-03 16:34:07,179 - mmaction - INFO - Epoch [83][840/2825] lr: 7.500e-05, eta: 14:29:45, time: 1.030, data_time: 0.004, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.3094 2020-10-03 16:34:27,101 - mmaction - INFO - Epoch [83][860/2825] lr: 7.500e-05, eta: 14:29:24, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.3862 2020-10-03 16:34:48,147 - mmaction - INFO - Epoch [83][880/2825] lr: 7.500e-05, eta: 14:29:04, time: 1.053, data_time: 0.159, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8544, loss_cls: 1.4435, loss: 1.4435, grad_norm: 7.3226 2020-10-03 16:35:08,455 - mmaction - INFO - Epoch [83][900/2825] lr: 7.500e-05, eta: 14:28:43, time: 1.014, data_time: 0.068, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4903, loss: 1.4903, grad_norm: 7.4785 2020-10-03 16:35:29,822 - mmaction - INFO - Epoch [83][920/2825] lr: 7.500e-05, eta: 14:28:22, time: 1.069, data_time: 0.130, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8435, loss_cls: 1.4380, loss: 1.4380, grad_norm: 7.1240 2020-10-03 16:35:49,570 - mmaction - INFO - Epoch [83][940/2825] lr: 7.500e-05, eta: 14:28:01, time: 0.986, data_time: 0.288, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8542, loss_cls: 1.4589, loss: 1.4589, grad_norm: 7.3908 2020-10-03 16:36:11,182 - mmaction - INFO - Epoch [83][960/2825] lr: 7.500e-05, eta: 14:27:40, time: 1.081, data_time: 0.065, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8495, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.3348 2020-10-03 16:36:32,203 - mmaction - INFO - Epoch [83][980/2825] lr: 7.500e-05, eta: 14:27:19, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8430, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.3588 2020-10-03 16:36:51,796 - mmaction - INFO - Epoch [83][1000/2825] lr: 7.500e-05, eta: 14:26:58, time: 0.980, data_time: 0.004, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8474, loss_cls: 1.4600, loss: 1.4600, grad_norm: 7.2425 2020-10-03 16:37:13,566 - mmaction - INFO - Epoch [83][1020/2825] lr: 7.500e-05, eta: 14:26:37, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.4390, loss: 1.4390, grad_norm: 7.3212 2020-10-03 16:37:33,786 - mmaction - INFO - Epoch [83][1040/2825] lr: 7.500e-05, eta: 14:26:16, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8479, loss_cls: 1.4428, loss: 1.4428, grad_norm: 7.2885 2020-10-03 16:37:53,782 - mmaction - INFO - Epoch [83][1060/2825] lr: 7.500e-05, eta: 14:25:55, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8500, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.2053 2020-10-03 16:38:15,049 - mmaction - INFO - Epoch [83][1080/2825] lr: 7.500e-05, eta: 14:25:34, time: 1.062, data_time: 0.003, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8573, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.2910 2020-10-03 16:38:35,905 - mmaction - INFO - Epoch [83][1100/2825] lr: 7.500e-05, eta: 14:25:14, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8456, loss_cls: 1.4789, loss: 1.4789, grad_norm: 7.3354 2020-10-03 16:38:56,125 - mmaction - INFO - Epoch [83][1120/2825] lr: 7.500e-05, eta: 14:24:53, time: 1.011, data_time: 0.062, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8432, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.2582 2020-10-03 16:39:17,172 - mmaction - INFO - Epoch [83][1140/2825] lr: 7.500e-05, eta: 14:24:32, time: 1.052, data_time: 0.292, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8641, loss_cls: 1.3922, loss: 1.3922, grad_norm: 7.2482 2020-10-03 16:39:37,772 - mmaction - INFO - Epoch [83][1160/2825] lr: 7.500e-05, eta: 14:24:11, time: 1.029, data_time: 0.144, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8445, loss_cls: 1.4794, loss: 1.4794, grad_norm: 7.3768 2020-10-03 16:39:57,912 - mmaction - INFO - Epoch [83][1180/2825] lr: 7.500e-05, eta: 14:23:50, time: 1.008, data_time: 0.012, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8427, loss_cls: 1.5151, loss: 1.5151, grad_norm: 7.3568 2020-10-03 16:40:19,796 - mmaction - INFO - Epoch [83][1200/2825] lr: 7.500e-05, eta: 14:23:29, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.4312, loss: 1.4312, grad_norm: 7.2779 2020-10-03 16:40:39,921 - mmaction - INFO - Epoch [83][1220/2825] lr: 7.500e-05, eta: 14:23:08, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8497, loss_cls: 1.4607, loss: 1.4607, grad_norm: 7.3200 2020-10-03 16:41:00,653 - mmaction - INFO - Epoch [83][1240/2825] lr: 7.500e-05, eta: 14:22:47, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8568, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.2108 2020-10-03 16:41:21,394 - mmaction - INFO - Epoch [83][1260/2825] lr: 7.500e-05, eta: 14:22:26, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8581, loss_cls: 1.3904, loss: 1.3904, grad_norm: 7.0882 2020-10-03 16:41:41,235 - mmaction - INFO - Epoch [83][1280/2825] lr: 7.500e-05, eta: 14:22:05, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8492, loss_cls: 1.4731, loss: 1.4731, grad_norm: 7.3823 2020-10-03 16:42:01,214 - mmaction - INFO - Epoch [83][1300/2825] lr: 7.500e-05, eta: 14:21:44, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8526, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.3045 2020-10-03 16:42:23,023 - mmaction - INFO - Epoch [83][1320/2825] lr: 7.500e-05, eta: 14:21:23, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8435, loss_cls: 1.4756, loss: 1.4756, grad_norm: 7.4233 2020-10-03 16:42:43,744 - mmaction - INFO - Epoch [83][1340/2825] lr: 7.500e-05, eta: 14:21:03, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6742, top5_acc: 0.8552, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.1376 2020-10-03 16:43:03,477 - mmaction - INFO - Epoch [83][1360/2825] lr: 7.500e-05, eta: 14:20:41, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8427, loss_cls: 1.5114, loss: 1.5114, grad_norm: 7.4615 2020-10-03 16:43:25,739 - mmaction - INFO - Epoch [83][1380/2825] lr: 7.500e-05, eta: 14:20:21, time: 1.112, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8557, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.3985 2020-10-03 16:43:47,197 - mmaction - INFO - Epoch [83][1400/2825] lr: 7.500e-05, eta: 14:20:00, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4728, loss: 1.4728, grad_norm: 7.3971 2020-10-03 16:44:06,658 - mmaction - INFO - Epoch [83][1420/2825] lr: 7.500e-05, eta: 14:19:39, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8562, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.2318 2020-10-03 16:44:28,229 - mmaction - INFO - Epoch [83][1440/2825] lr: 7.500e-05, eta: 14:19:18, time: 1.079, data_time: 0.007, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8487, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.3535 2020-10-03 16:44:48,259 - mmaction - INFO - Epoch [83][1460/2825] lr: 7.500e-05, eta: 14:18:57, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8443, loss_cls: 1.4890, loss: 1.4890, grad_norm: 7.4607 2020-10-03 16:45:09,950 - mmaction - INFO - Epoch [83][1480/2825] lr: 7.500e-05, eta: 14:18:37, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8557, loss_cls: 1.4581, loss: 1.4581, grad_norm: 7.5065 2020-10-03 16:45:30,850 - mmaction - INFO - Epoch [83][1500/2825] lr: 7.500e-05, eta: 14:18:16, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8464, loss_cls: 1.5018, loss: 1.5018, grad_norm: 7.3549 2020-10-03 16:45:50,746 - mmaction - INFO - Epoch [83][1520/2825] lr: 7.500e-05, eta: 14:17:55, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8424, loss_cls: 1.4874, loss: 1.4874, grad_norm: 7.5999 2020-10-03 16:46:11,313 - mmaction - INFO - Epoch [83][1540/2825] lr: 7.500e-05, eta: 14:17:34, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8482, loss_cls: 1.4451, loss: 1.4451, grad_norm: 7.2884 2020-10-03 16:46:31,504 - mmaction - INFO - Epoch [83][1560/2825] lr: 7.500e-05, eta: 14:17:13, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8479, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.1065 2020-10-03 16:46:52,642 - mmaction - INFO - Epoch [83][1580/2825] lr: 7.500e-05, eta: 14:16:52, time: 1.056, data_time: 0.001, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8604, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.1586 2020-10-03 16:47:13,686 - mmaction - INFO - Epoch [83][1600/2825] lr: 7.500e-05, eta: 14:16:31, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8440, loss_cls: 1.4891, loss: 1.4891, grad_norm: 7.4117 2020-10-03 16:47:34,605 - mmaction - INFO - Epoch [83][1620/2825] lr: 7.500e-05, eta: 14:16:10, time: 1.046, data_time: 0.001, memory: 8353, top1_acc: 0.6724, top5_acc: 0.8646, loss_cls: 1.3699, loss: 1.3699, grad_norm: 7.1998 2020-10-03 16:47:54,659 - mmaction - INFO - Epoch [83][1640/2825] lr: 7.500e-05, eta: 14:15:49, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8417, loss_cls: 1.5303, loss: 1.5303, grad_norm: 7.4580 2020-10-03 16:48:15,450 - mmaction - INFO - Epoch [83][1660/2825] lr: 7.500e-05, eta: 14:15:28, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4438, loss: 1.4438, grad_norm: 7.3199 2020-10-03 16:48:36,708 - mmaction - INFO - Epoch [83][1680/2825] lr: 7.500e-05, eta: 14:15:07, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4636, loss: 1.4636, grad_norm: 7.4265 2020-10-03 16:48:57,063 - mmaction - INFO - Epoch [83][1700/2825] lr: 7.500e-05, eta: 14:14:46, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8602, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.3294 2020-10-03 16:49:17,885 - mmaction - INFO - Epoch [83][1720/2825] lr: 7.500e-05, eta: 14:14:26, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8552, loss_cls: 1.4405, loss: 1.4405, grad_norm: 7.3923 2020-10-03 16:49:38,725 - mmaction - INFO - Epoch [83][1740/2825] lr: 7.500e-05, eta: 14:14:05, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8500, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.3095 2020-10-03 16:49:57,767 - mmaction - INFO - Epoch [83][1760/2825] lr: 7.500e-05, eta: 14:13:43, time: 0.951, data_time: 0.018, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8432, loss_cls: 1.4841, loss: 1.4841, grad_norm: 7.3031 2020-10-03 16:50:19,002 - mmaction - INFO - Epoch [83][1780/2825] lr: 7.500e-05, eta: 14:13:23, time: 1.062, data_time: 0.325, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8443, loss_cls: 1.4890, loss: 1.4890, grad_norm: 7.3111 2020-10-03 16:50:39,163 - mmaction - INFO - Epoch [83][1800/2825] lr: 7.500e-05, eta: 14:13:02, time: 1.008, data_time: 0.160, memory: 8353, top1_acc: 0.6724, top5_acc: 0.8518, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.1388 2020-10-03 16:51:00,644 - mmaction - INFO - Epoch [83][1820/2825] lr: 7.500e-05, eta: 14:12:41, time: 1.074, data_time: 0.009, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8458, loss_cls: 1.4539, loss: 1.4539, grad_norm: 7.1584 2020-10-03 16:51:21,295 - mmaction - INFO - Epoch [83][1840/2825] lr: 7.500e-05, eta: 14:12:20, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8510, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.0999 2020-10-03 16:51:40,806 - mmaction - INFO - Epoch [83][1860/2825] lr: 7.500e-05, eta: 14:11:59, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8474, loss_cls: 1.4605, loss: 1.4605, grad_norm: 7.2521 2020-10-03 16:52:02,095 - mmaction - INFO - Epoch [83][1880/2825] lr: 7.500e-05, eta: 14:11:38, time: 1.065, data_time: 0.081, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4308, loss: 1.4308, grad_norm: 7.2226 2020-10-03 16:52:22,886 - mmaction - INFO - Epoch [83][1900/2825] lr: 7.500e-05, eta: 14:11:17, time: 1.040, data_time: 0.020, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8445, loss_cls: 1.4859, loss: 1.4859, grad_norm: 7.2222 2020-10-03 16:52:45,170 - mmaction - INFO - Epoch [83][1920/2825] lr: 7.500e-05, eta: 14:10:57, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8482, loss_cls: 1.4749, loss: 1.4749, grad_norm: 7.3392 2020-10-03 16:53:05,010 - mmaction - INFO - Epoch [83][1940/2825] lr: 7.500e-05, eta: 14:10:35, time: 0.992, data_time: 0.003, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8513, loss_cls: 1.4406, loss: 1.4406, grad_norm: 7.2548 2020-10-03 16:53:25,670 - mmaction - INFO - Epoch [83][1960/2825] lr: 7.500e-05, eta: 14:10:15, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8393, loss_cls: 1.4919, loss: 1.4919, grad_norm: 7.3736 2020-10-03 16:53:46,480 - mmaction - INFO - Epoch [83][1980/2825] lr: 7.500e-05, eta: 14:09:54, time: 1.041, data_time: 0.009, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8539, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.3225 2020-10-03 16:54:06,766 - mmaction - INFO - Epoch [83][2000/2825] lr: 7.500e-05, eta: 14:09:33, time: 1.014, data_time: 0.066, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8453, loss_cls: 1.4436, loss: 1.4436, grad_norm: 7.2051 2020-10-03 16:54:27,943 - mmaction - INFO - Epoch [83][2020/2825] lr: 7.500e-05, eta: 14:09:12, time: 1.059, data_time: 0.179, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8456, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.2529 2020-10-03 16:54:48,664 - mmaction - INFO - Epoch [83][2040/2825] lr: 7.500e-05, eta: 14:08:51, time: 1.036, data_time: 0.005, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8424, loss_cls: 1.4908, loss: 1.4908, grad_norm: 7.3722 2020-10-03 16:55:08,632 - mmaction - INFO - Epoch [83][2060/2825] lr: 7.500e-05, eta: 14:08:30, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8536, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.2716 2020-10-03 16:55:29,125 - mmaction - INFO - Epoch [83][2080/2825] lr: 7.500e-05, eta: 14:08:09, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8422, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.2417 2020-10-03 16:55:50,291 - mmaction - INFO - Epoch [83][2100/2825] lr: 7.500e-05, eta: 14:07:48, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8448, loss_cls: 1.4717, loss: 1.4717, grad_norm: 7.3517 2020-10-03 16:56:10,520 - mmaction - INFO - Epoch [83][2120/2825] lr: 7.500e-05, eta: 14:07:27, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8544, loss_cls: 1.4260, loss: 1.4260, grad_norm: 7.3203 2020-10-03 16:56:31,477 - mmaction - INFO - Epoch [83][2140/2825] lr: 7.500e-05, eta: 14:07:06, time: 1.047, data_time: 0.161, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8409, loss_cls: 1.5042, loss: 1.5042, grad_norm: 7.3922 2020-10-03 16:56:53,283 - mmaction - INFO - Epoch [83][2160/2825] lr: 7.500e-05, eta: 14:06:46, time: 1.091, data_time: 0.346, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8487, loss_cls: 1.4665, loss: 1.4665, grad_norm: 7.4466 2020-10-03 16:57:12,628 - mmaction - INFO - Epoch [83][2180/2825] lr: 7.500e-05, eta: 14:06:24, time: 0.967, data_time: 0.252, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8417, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.3081 2020-10-03 16:57:34,153 - mmaction - INFO - Epoch [83][2200/2825] lr: 7.500e-05, eta: 14:06:04, time: 1.075, data_time: 0.164, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8422, loss_cls: 1.5069, loss: 1.5069, grad_norm: 7.3835 2020-10-03 16:57:54,157 - mmaction - INFO - Epoch [83][2220/2825] lr: 7.500e-05, eta: 14:05:43, time: 1.002, data_time: 0.146, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8536, loss_cls: 1.4264, loss: 1.4264, grad_norm: 7.2412 2020-10-03 16:58:15,729 - mmaction - INFO - Epoch [83][2240/2825] lr: 7.500e-05, eta: 14:05:22, time: 1.077, data_time: 0.051, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8547, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.3844 2020-10-03 16:58:35,743 - mmaction - INFO - Epoch [83][2260/2825] lr: 7.500e-05, eta: 14:05:01, time: 1.002, data_time: 0.139, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8471, loss_cls: 1.4863, loss: 1.4863, grad_norm: 7.3248 2020-10-03 16:58:56,811 - mmaction - INFO - Epoch [83][2280/2825] lr: 7.500e-05, eta: 14:04:40, time: 1.053, data_time: 0.082, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8487, loss_cls: 1.4419, loss: 1.4419, grad_norm: 7.3971 2020-10-03 16:59:16,044 - mmaction - INFO - Epoch [83][2300/2825] lr: 7.500e-05, eta: 14:04:19, time: 0.962, data_time: 0.163, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8539, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.2376 2020-10-03 16:59:37,973 - mmaction - INFO - Epoch [83][2320/2825] lr: 7.500e-05, eta: 14:03:58, time: 1.096, data_time: 0.011, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8427, loss_cls: 1.4838, loss: 1.4838, grad_norm: 7.5286 2020-10-03 16:59:58,501 - mmaction - INFO - Epoch [83][2340/2825] lr: 7.500e-05, eta: 14:03:37, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8503, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.2204 2020-10-03 17:00:20,118 - mmaction - INFO - Epoch [83][2360/2825] lr: 7.500e-05, eta: 14:03:17, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8568, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.2412 2020-10-03 17:00:41,754 - mmaction - INFO - Epoch [83][2380/2825] lr: 7.500e-05, eta: 14:02:56, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8411, loss_cls: 1.4905, loss: 1.4905, grad_norm: 7.3480 2020-10-03 17:01:01,108 - mmaction - INFO - Epoch [83][2400/2825] lr: 7.500e-05, eta: 14:02:35, time: 0.967, data_time: 0.003, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.3951 2020-10-03 17:01:22,684 - mmaction - INFO - Epoch [83][2420/2825] lr: 7.500e-05, eta: 14:02:14, time: 1.079, data_time: 0.003, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.5144, loss: 1.5144, grad_norm: 7.7017 2020-10-03 17:01:43,411 - mmaction - INFO - Epoch [83][2440/2825] lr: 7.500e-05, eta: 14:01:53, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8495, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.2702 2020-10-03 17:02:02,863 - mmaction - INFO - Epoch [83][2460/2825] lr: 7.500e-05, eta: 14:01:32, time: 0.972, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8432, loss_cls: 1.4964, loss: 1.4964, grad_norm: 7.2980 2020-10-03 17:02:25,070 - mmaction - INFO - Epoch [83][2480/2825] lr: 7.500e-05, eta: 14:01:11, time: 1.111, data_time: 0.003, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8372, loss_cls: 1.4946, loss: 1.4946, grad_norm: 7.2881 2020-10-03 17:02:44,379 - mmaction - INFO - Epoch [83][2500/2825] lr: 7.500e-05, eta: 14:00:50, time: 0.966, data_time: 0.003, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8534, loss_cls: 1.4054, loss: 1.4054, grad_norm: 7.3281 2020-10-03 17:03:05,325 - mmaction - INFO - Epoch [83][2520/2825] lr: 7.500e-05, eta: 14:00:29, time: 1.047, data_time: 0.143, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8552, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.2794 2020-10-03 17:03:25,545 - mmaction - INFO - Epoch [83][2540/2825] lr: 7.500e-05, eta: 14:00:08, time: 1.011, data_time: 0.235, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8458, loss_cls: 1.4781, loss: 1.4781, grad_norm: 7.5606 2020-10-03 17:03:46,534 - mmaction - INFO - Epoch [83][2560/2825] lr: 7.500e-05, eta: 13:59:47, time: 1.050, data_time: 0.029, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8536, loss_cls: 1.4540, loss: 1.4540, grad_norm: 7.2888 2020-10-03 17:04:05,995 - mmaction - INFO - Epoch [83][2580/2825] lr: 7.500e-05, eta: 13:59:26, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8622, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.1933 2020-10-03 17:04:27,350 - mmaction - INFO - Epoch [83][2600/2825] lr: 7.500e-05, eta: 13:59:05, time: 1.067, data_time: 0.016, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8362, loss_cls: 1.4705, loss: 1.4705, grad_norm: 7.1795 2020-10-03 17:04:48,826 - mmaction - INFO - Epoch [83][2620/2825] lr: 7.500e-05, eta: 13:58:45, time: 1.075, data_time: 0.004, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8422, loss_cls: 1.4982, loss: 1.4982, grad_norm: 7.4117 2020-10-03 17:05:08,081 - mmaction - INFO - Epoch [83][2640/2825] lr: 7.500e-05, eta: 13:58:24, time: 0.962, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8492, loss_cls: 1.4723, loss: 1.4723, grad_norm: 7.5163 2020-10-03 17:05:30,154 - mmaction - INFO - Epoch [83][2660/2825] lr: 7.500e-05, eta: 13:58:03, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8513, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.4288 2020-10-03 17:05:51,364 - mmaction - INFO - Epoch [83][2680/2825] lr: 7.500e-05, eta: 13:57:42, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8458, loss_cls: 1.4843, loss: 1.4843, grad_norm: 7.3489 2020-10-03 17:06:10,724 - mmaction - INFO - Epoch [83][2700/2825] lr: 7.500e-05, eta: 13:57:21, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8487, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.4341 2020-10-03 17:06:31,368 - mmaction - INFO - Epoch [83][2720/2825] lr: 7.500e-05, eta: 13:57:00, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6716, top5_acc: 0.8596, loss_cls: 1.4208, loss: 1.4208, grad_norm: 7.1721 2020-10-03 17:06:53,702 - mmaction - INFO - Epoch [83][2740/2825] lr: 7.500e-05, eta: 13:56:39, time: 1.117, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4071, loss: 1.4071, grad_norm: 7.2436 2020-10-03 17:07:14,270 - mmaction - INFO - Epoch [83][2760/2825] lr: 7.500e-05, eta: 13:56:19, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8622, loss_cls: 1.3724, loss: 1.3724, grad_norm: 7.1146 2020-10-03 17:07:33,780 - mmaction - INFO - Epoch [83][2780/2825] lr: 7.500e-05, eta: 13:55:57, time: 0.975, data_time: 0.001, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8461, loss_cls: 1.4625, loss: 1.4625, grad_norm: 7.4830 2020-10-03 17:07:55,700 - mmaction - INFO - Epoch [83][2800/2825] lr: 7.500e-05, eta: 13:55:37, time: 1.096, data_time: 0.003, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8490, loss_cls: 1.4676, loss: 1.4676, grad_norm: 7.2821 2020-10-03 17:08:14,998 - mmaction - INFO - Epoch [83][2820/2825] lr: 7.500e-05, eta: 13:55:16, time: 0.965, data_time: 0.003, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8495, loss_cls: 1.4819, loss: 1.4819, grad_norm: 7.6550 2020-10-03 17:08:21,471 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-10-03 17:09:10,134 - mmaction - INFO - Epoch [84][20/2825] lr: 7.500e-05, eta: 13:54:54, time: 2.399, data_time: 1.321, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8589, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.0799 2020-10-03 17:09:31,917 - mmaction - INFO - Epoch [84][40/2825] lr: 7.500e-05, eta: 13:54:33, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6688, top5_acc: 0.8542, loss_cls: 1.3862, loss: 1.3862, grad_norm: 7.2462 2020-10-03 17:09:51,027 - mmaction - INFO - Epoch [84][60/2825] lr: 7.500e-05, eta: 13:54:12, time: 0.955, data_time: 0.075, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8419, loss_cls: 1.4888, loss: 1.4888, grad_norm: 7.3921 2020-10-03 17:10:12,769 - mmaction - INFO - Epoch [84][80/2825] lr: 7.500e-05, eta: 13:53:51, time: 1.088, data_time: 0.471, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8563, loss_cls: 1.4240, loss: 1.4240, grad_norm: 7.1205 2020-10-03 17:10:33,685 - mmaction - INFO - Epoch [84][100/2825] lr: 7.500e-05, eta: 13:53:30, time: 1.046, data_time: 0.413, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8497, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.2896 2020-10-03 17:10:53,253 - mmaction - INFO - Epoch [84][120/2825] lr: 7.500e-05, eta: 13:53:09, time: 0.978, data_time: 0.213, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8453, loss_cls: 1.5001, loss: 1.5001, grad_norm: 7.4919 2020-10-03 17:11:14,196 - mmaction - INFO - Epoch [84][140/2825] lr: 7.500e-05, eta: 13:52:48, time: 1.048, data_time: 0.190, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8435, loss_cls: 1.4296, loss: 1.4296, grad_norm: 7.3208 2020-10-03 17:11:35,905 - mmaction - INFO - Epoch [84][160/2825] lr: 7.500e-05, eta: 13:52:28, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8495, loss_cls: 1.4799, loss: 1.4799, grad_norm: 7.4893 2020-10-03 17:11:56,696 - mmaction - INFO - Epoch [84][180/2825] lr: 7.500e-05, eta: 13:52:07, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8510, loss_cls: 1.4373, loss: 1.4373, grad_norm: 7.2257 2020-10-03 17:12:16,595 - mmaction - INFO - Epoch [84][200/2825] lr: 7.500e-05, eta: 13:51:46, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8495, loss_cls: 1.4782, loss: 1.4782, grad_norm: 7.4342 2020-10-03 17:12:37,329 - mmaction - INFO - Epoch [84][220/2825] lr: 7.500e-05, eta: 13:51:25, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8393, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.4128 2020-10-03 17:12:56,991 - mmaction - INFO - Epoch [84][240/2825] lr: 7.500e-05, eta: 13:51:04, time: 0.984, data_time: 0.033, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8521, loss_cls: 1.4396, loss: 1.4396, grad_norm: 7.3220 2020-10-03 17:13:18,928 - mmaction - INFO - Epoch [84][260/2825] lr: 7.500e-05, eta: 13:50:43, time: 1.096, data_time: 0.007, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8576, loss_cls: 1.4304, loss: 1.4304, grad_norm: 7.2928 2020-10-03 17:13:39,937 - mmaction - INFO - Epoch [84][280/2825] lr: 7.500e-05, eta: 13:50:22, time: 1.050, data_time: 0.010, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8477, loss_cls: 1.4777, loss: 1.4777, grad_norm: 7.3112 2020-10-03 17:13:59,787 - mmaction - INFO - Epoch [84][300/2825] lr: 7.500e-05, eta: 13:50:01, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8544, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.3387 2020-10-03 17:14:21,125 - mmaction - INFO - Epoch [84][320/2825] lr: 7.500e-05, eta: 13:49:40, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8419, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.3013 2020-10-03 17:14:41,891 - mmaction - INFO - Epoch [84][340/2825] lr: 7.500e-05, eta: 13:49:20, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8479, loss_cls: 1.4677, loss: 1.4677, grad_norm: 7.5402 2020-10-03 17:15:02,385 - mmaction - INFO - Epoch [84][360/2825] lr: 7.500e-05, eta: 13:48:59, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8508, loss_cls: 1.4375, loss: 1.4375, grad_norm: 7.2685 2020-10-03 17:15:21,719 - mmaction - INFO - Epoch [84][380/2825] lr: 7.500e-05, eta: 13:48:37, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8526, loss_cls: 1.4425, loss: 1.4425, grad_norm: 7.3084 2020-10-03 17:15:43,856 - mmaction - INFO - Epoch [84][400/2825] lr: 7.500e-05, eta: 13:48:17, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8388, loss_cls: 1.5088, loss: 1.5088, grad_norm: 7.4742 2020-10-03 17:16:03,875 - mmaction - INFO - Epoch [84][420/2825] lr: 7.500e-05, eta: 13:47:56, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8531, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.3184 2020-10-03 17:16:25,067 - mmaction - INFO - Epoch [84][440/2825] lr: 7.500e-05, eta: 13:47:35, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8487, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.4149 2020-10-03 17:16:45,993 - mmaction - INFO - Epoch [84][460/2825] lr: 7.500e-05, eta: 13:47:14, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8492, loss_cls: 1.4523, loss: 1.4523, grad_norm: 7.3735 2020-10-03 17:17:06,000 - mmaction - INFO - Epoch [84][480/2825] lr: 7.500e-05, eta: 13:46:53, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8464, loss_cls: 1.4750, loss: 1.4750, grad_norm: 7.4375 2020-10-03 17:17:28,109 - mmaction - INFO - Epoch [84][500/2825] lr: 7.500e-05, eta: 13:46:32, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8523, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.3993 2020-10-03 17:17:48,346 - mmaction - INFO - Epoch [84][520/2825] lr: 7.500e-05, eta: 13:46:11, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8516, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.1974 2020-10-03 17:18:07,539 - mmaction - INFO - Epoch [84][540/2825] lr: 7.500e-05, eta: 13:45:50, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8482, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.3113 2020-10-03 17:18:29,092 - mmaction - INFO - Epoch [84][560/2825] lr: 7.500e-05, eta: 13:45:29, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8424, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.4171 2020-10-03 17:18:49,679 - mmaction - INFO - Epoch [84][580/2825] lr: 7.500e-05, eta: 13:45:09, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8466, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.2601 2020-10-03 17:19:11,033 - mmaction - INFO - Epoch [84][600/2825] lr: 7.500e-05, eta: 13:44:48, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8495, loss_cls: 1.4458, loss: 1.4458, grad_norm: 7.2359 2020-10-03 17:19:33,241 - mmaction - INFO - Epoch [84][620/2825] lr: 7.500e-05, eta: 13:44:27, time: 1.111, data_time: 0.003, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8487, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.2288 2020-10-03 17:19:53,136 - mmaction - INFO - Epoch [84][640/2825] lr: 7.500e-05, eta: 13:44:06, time: 0.994, data_time: 0.003, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8435, loss_cls: 1.4821, loss: 1.4821, grad_norm: 7.3319 2020-10-03 17:20:13,675 - mmaction - INFO - Epoch [84][660/2825] lr: 7.500e-05, eta: 13:43:45, time: 1.028, data_time: 0.004, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8586, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.1691 2020-10-03 17:20:34,479 - mmaction - INFO - Epoch [84][680/2825] lr: 7.500e-05, eta: 13:43:24, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8464, loss_cls: 1.4147, loss: 1.4147, grad_norm: 7.1739 2020-10-03 17:20:54,987 - mmaction - INFO - Epoch [84][700/2825] lr: 7.500e-05, eta: 13:43:03, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8487, loss_cls: 1.4076, loss: 1.4076, grad_norm: 7.1682 2020-10-03 17:21:16,802 - mmaction - INFO - Epoch [84][720/2825] lr: 7.500e-05, eta: 13:42:43, time: 1.093, data_time: 0.003, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8445, loss_cls: 1.4732, loss: 1.4732, grad_norm: 7.2463 2020-10-03 17:21:37,301 - mmaction - INFO - Epoch [84][740/2825] lr: 7.500e-05, eta: 13:42:22, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.2462 2020-10-03 17:21:57,496 - mmaction - INFO - Epoch [84][760/2825] lr: 7.500e-05, eta: 13:42:01, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8448, loss_cls: 1.4821, loss: 1.4821, grad_norm: 7.2964 2020-10-03 17:22:18,175 - mmaction - INFO - Epoch [84][780/2825] lr: 7.500e-05, eta: 13:41:40, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8615, loss_cls: 1.3875, loss: 1.3875, grad_norm: 7.1252 2020-10-03 17:22:38,901 - mmaction - INFO - Epoch [84][800/2825] lr: 7.500e-05, eta: 13:41:19, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4729, loss: 1.4729, grad_norm: 7.3763 2020-10-03 17:23:00,046 - mmaction - INFO - Epoch [84][820/2825] lr: 7.500e-05, eta: 13:40:58, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6687, top5_acc: 0.8487, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.3004 2020-10-03 17:23:19,960 - mmaction - INFO - Epoch [84][840/2825] lr: 7.500e-05, eta: 13:40:37, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8349, loss_cls: 1.5228, loss: 1.5228, grad_norm: 7.4806 2020-10-03 17:23:41,042 - mmaction - INFO - Epoch [84][860/2825] lr: 7.500e-05, eta: 13:40:16, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8393, loss_cls: 1.5087, loss: 1.5087, grad_norm: 7.3580 2020-10-03 17:24:00,961 - mmaction - INFO - Epoch [84][880/2825] lr: 7.500e-05, eta: 13:39:55, time: 0.995, data_time: 0.005, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4499, loss: 1.4499, grad_norm: 7.4202 2020-10-03 17:24:23,023 - mmaction - INFO - Epoch [84][900/2825] lr: 7.500e-05, eta: 13:39:35, time: 1.103, data_time: 0.023, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8534, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.3119 2020-10-03 17:24:43,944 - mmaction - INFO - Epoch [84][920/2825] lr: 7.500e-05, eta: 13:39:14, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8482, loss_cls: 1.4549, loss: 1.4549, grad_norm: 7.3235 2020-10-03 17:25:04,257 - mmaction - INFO - Epoch [84][940/2825] lr: 7.500e-05, eta: 13:38:53, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8461, loss_cls: 1.4555, loss: 1.4555, grad_norm: 7.3489 2020-10-03 17:25:23,812 - mmaction - INFO - Epoch [84][960/2825] lr: 7.500e-05, eta: 13:38:32, time: 0.978, data_time: 0.013, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8479, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.2764 2020-10-03 17:25:45,518 - mmaction - INFO - Epoch [84][980/2825] lr: 7.500e-05, eta: 13:38:11, time: 1.085, data_time: 0.006, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8549, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.2560 2020-10-03 17:26:06,795 - mmaction - INFO - Epoch [84][1000/2825] lr: 7.500e-05, eta: 13:37:50, time: 1.064, data_time: 0.180, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8466, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.1644 2020-10-03 17:26:25,823 - mmaction - INFO - Epoch [84][1020/2825] lr: 7.500e-05, eta: 13:37:29, time: 0.952, data_time: 0.001, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8401, loss_cls: 1.5095, loss: 1.5095, grad_norm: 7.4066 2020-10-03 17:26:46,711 - mmaction - INFO - Epoch [84][1040/2825] lr: 7.500e-05, eta: 13:37:08, time: 1.044, data_time: 0.069, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8440, loss_cls: 1.4948, loss: 1.4948, grad_norm: 7.4390 2020-10-03 17:27:07,527 - mmaction - INFO - Epoch [84][1060/2825] lr: 7.500e-05, eta: 13:36:47, time: 1.040, data_time: 0.151, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8495, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.1865 2020-10-03 17:27:29,284 - mmaction - INFO - Epoch [84][1080/2825] lr: 7.500e-05, eta: 13:36:26, time: 1.088, data_time: 0.103, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8542, loss_cls: 1.4262, loss: 1.4262, grad_norm: 7.3139 2020-10-03 17:27:49,337 - mmaction - INFO - Epoch [84][1100/2825] lr: 7.500e-05, eta: 13:36:05, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8547, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.4507 2020-10-03 17:28:10,343 - mmaction - INFO - Epoch [84][1120/2825] lr: 7.500e-05, eta: 13:35:45, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8448, loss_cls: 1.4817, loss: 1.4817, grad_norm: 7.4086 2020-10-03 17:28:30,060 - mmaction - INFO - Epoch [84][1140/2825] lr: 7.500e-05, eta: 13:35:23, time: 0.986, data_time: 0.021, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4681, loss: 1.4681, grad_norm: 7.3989 2020-10-03 17:28:50,903 - mmaction - INFO - Epoch [84][1160/2825] lr: 7.500e-05, eta: 13:35:03, time: 1.042, data_time: 0.115, memory: 8353, top1_acc: 0.6755, top5_acc: 0.8607, loss_cls: 1.3714, loss: 1.3714, grad_norm: 7.1797 2020-10-03 17:29:12,230 - mmaction - INFO - Epoch [84][1180/2825] lr: 7.500e-05, eta: 13:34:42, time: 1.066, data_time: 0.349, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8523, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.4620 2020-10-03 17:29:33,136 - mmaction - INFO - Epoch [84][1200/2825] lr: 7.500e-05, eta: 13:34:21, time: 1.046, data_time: 0.389, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8586, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.3114 2020-10-03 17:29:52,948 - mmaction - INFO - Epoch [84][1220/2825] lr: 7.500e-05, eta: 13:34:00, time: 0.990, data_time: 0.135, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8531, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.2814 2020-10-03 17:30:15,022 - mmaction - INFO - Epoch [84][1240/2825] lr: 7.500e-05, eta: 13:33:39, time: 1.105, data_time: 0.131, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8417, loss_cls: 1.4933, loss: 1.4933, grad_norm: 7.4782 2020-10-03 17:30:36,610 - mmaction - INFO - Epoch [84][1260/2825] lr: 7.500e-05, eta: 13:33:18, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.4315 2020-10-03 17:30:57,683 - mmaction - INFO - Epoch [84][1280/2825] lr: 7.500e-05, eta: 13:32:58, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4595, loss: 1.4595, grad_norm: 7.4671 2020-10-03 17:31:17,399 - mmaction - INFO - Epoch [84][1300/2825] lr: 7.500e-05, eta: 13:32:37, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8503, loss_cls: 1.4541, loss: 1.4541, grad_norm: 7.3272 2020-10-03 17:31:38,555 - mmaction - INFO - Epoch [84][1320/2825] lr: 7.500e-05, eta: 13:32:16, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8555, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.1738 2020-10-03 17:31:58,766 - mmaction - INFO - Epoch [84][1340/2825] lr: 7.500e-05, eta: 13:31:55, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8466, loss_cls: 1.4547, loss: 1.4547, grad_norm: 7.4719 2020-10-03 17:32:19,253 - mmaction - INFO - Epoch [84][1360/2825] lr: 7.500e-05, eta: 13:31:34, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8419, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.2992 2020-10-03 17:32:39,948 - mmaction - INFO - Epoch [84][1380/2825] lr: 7.500e-05, eta: 13:31:13, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8471, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.3805 2020-10-03 17:33:01,955 - mmaction - INFO - Epoch [84][1400/2825] lr: 7.500e-05, eta: 13:30:52, time: 1.101, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8547, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.3567 2020-10-03 17:33:21,908 - mmaction - INFO - Epoch [84][1420/2825] lr: 7.500e-05, eta: 13:30:31, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8497, loss_cls: 1.4309, loss: 1.4309, grad_norm: 7.3657 2020-10-03 17:33:43,624 - mmaction - INFO - Epoch [84][1440/2825] lr: 7.500e-05, eta: 13:30:10, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8461, loss_cls: 1.4514, loss: 1.4514, grad_norm: 7.2754 2020-10-03 17:34:03,301 - mmaction - INFO - Epoch [84][1460/2825] lr: 7.500e-05, eta: 13:29:49, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8521, loss_cls: 1.4683, loss: 1.4683, grad_norm: 7.4247 2020-10-03 17:34:23,746 - mmaction - INFO - Epoch [84][1480/2825] lr: 7.500e-05, eta: 13:29:28, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8555, loss_cls: 1.4387, loss: 1.4387, grad_norm: 7.4294 2020-10-03 17:34:44,507 - mmaction - INFO - Epoch [84][1500/2825] lr: 7.500e-05, eta: 13:29:08, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8464, loss_cls: 1.4701, loss: 1.4701, grad_norm: 7.3160 2020-10-03 17:35:06,307 - mmaction - INFO - Epoch [84][1520/2825] lr: 7.500e-05, eta: 13:28:47, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8479, loss_cls: 1.4739, loss: 1.4739, grad_norm: 7.4272 2020-10-03 17:35:25,435 - mmaction - INFO - Epoch [84][1540/2825] lr: 7.500e-05, eta: 13:28:26, time: 0.957, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8542, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.4179 2020-10-03 17:35:46,155 - mmaction - INFO - Epoch [84][1560/2825] lr: 7.500e-05, eta: 13:28:05, time: 1.036, data_time: 0.028, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4860, loss: 1.4860, grad_norm: 7.4814 2020-10-03 17:36:07,100 - mmaction - INFO - Epoch [84][1580/2825] lr: 7.500e-05, eta: 13:27:44, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8615, loss_cls: 1.4069, loss: 1.4069, grad_norm: 7.3044 2020-10-03 17:36:28,378 - mmaction - INFO - Epoch [84][1600/2825] lr: 7.500e-05, eta: 13:27:23, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8594, loss_cls: 1.4261, loss: 1.4261, grad_norm: 7.4878 2020-10-03 17:36:48,556 - mmaction - INFO - Epoch [84][1620/2825] lr: 7.500e-05, eta: 13:27:02, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8534, loss_cls: 1.4336, loss: 1.4336, grad_norm: 7.2555 2020-10-03 17:37:08,305 - mmaction - INFO - Epoch [84][1640/2825] lr: 7.500e-05, eta: 13:26:41, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8513, loss_cls: 1.4466, loss: 1.4466, grad_norm: 7.3443 2020-10-03 17:37:29,111 - mmaction - INFO - Epoch [84][1660/2825] lr: 7.500e-05, eta: 13:26:20, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8456, loss_cls: 1.4365, loss: 1.4365, grad_norm: 7.2685 2020-10-03 17:37:50,096 - mmaction - INFO - Epoch [84][1680/2825] lr: 7.500e-05, eta: 13:25:59, time: 1.050, data_time: 0.021, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8510, loss_cls: 1.4570, loss: 1.4570, grad_norm: 7.5071 2020-10-03 17:38:11,386 - mmaction - INFO - Epoch [84][1700/2825] lr: 7.500e-05, eta: 13:25:38, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8534, loss_cls: 1.4585, loss: 1.4585, grad_norm: 7.3220 2020-10-03 17:38:32,033 - mmaction - INFO - Epoch [84][1720/2825] lr: 7.500e-05, eta: 13:25:18, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8549, loss_cls: 1.4200, loss: 1.4200, grad_norm: 7.3176 2020-10-03 17:38:52,005 - mmaction - INFO - Epoch [84][1740/2825] lr: 7.500e-05, eta: 13:24:57, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8615, loss_cls: 1.4025, loss: 1.4025, grad_norm: 7.2564 2020-10-03 17:39:13,489 - mmaction - INFO - Epoch [84][1760/2825] lr: 7.500e-05, eta: 13:24:36, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8482, loss_cls: 1.4620, loss: 1.4620, grad_norm: 7.3995 2020-10-03 17:39:34,093 - mmaction - INFO - Epoch [84][1780/2825] lr: 7.500e-05, eta: 13:24:15, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8495, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.3534 2020-10-03 17:39:54,313 - mmaction - INFO - Epoch [84][1800/2825] lr: 7.500e-05, eta: 13:23:54, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8518, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.3276 2020-10-03 17:40:15,809 - mmaction - INFO - Epoch [84][1820/2825] lr: 7.500e-05, eta: 13:23:33, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4647, loss: 1.4647, grad_norm: 7.3011 2020-10-03 17:40:36,499 - mmaction - INFO - Epoch [84][1840/2825] lr: 7.500e-05, eta: 13:23:12, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8383, loss_cls: 1.4877, loss: 1.4877, grad_norm: 7.3347 2020-10-03 17:40:57,328 - mmaction - INFO - Epoch [84][1860/2825] lr: 7.500e-05, eta: 13:22:51, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8411, loss_cls: 1.4939, loss: 1.4939, grad_norm: 7.4673 2020-10-03 17:41:17,064 - mmaction - INFO - Epoch [84][1880/2825] lr: 7.500e-05, eta: 13:22:30, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8542, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.2983 2020-10-03 17:41:38,855 - mmaction - INFO - Epoch [84][1900/2825] lr: 7.500e-05, eta: 13:22:10, time: 1.089, data_time: 0.001, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8521, loss_cls: 1.4882, loss: 1.4882, grad_norm: 7.4429 2020-10-03 17:41:59,349 - mmaction - INFO - Epoch [84][1920/2825] lr: 7.500e-05, eta: 13:21:49, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8484, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.2629 2020-10-03 17:42:19,991 - mmaction - INFO - Epoch [84][1940/2825] lr: 7.500e-05, eta: 13:21:28, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8411, loss_cls: 1.4964, loss: 1.4964, grad_norm: 7.4077 2020-10-03 17:42:41,152 - mmaction - INFO - Epoch [84][1960/2825] lr: 7.500e-05, eta: 13:21:07, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8383, loss_cls: 1.4816, loss: 1.4816, grad_norm: 7.2743 2020-10-03 17:43:01,294 - mmaction - INFO - Epoch [84][1980/2825] lr: 7.500e-05, eta: 13:20:46, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4475, loss: 1.4475, grad_norm: 7.3504 2020-10-03 17:43:22,249 - mmaction - INFO - Epoch [84][2000/2825] lr: 7.500e-05, eta: 13:20:25, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8539, loss_cls: 1.4330, loss: 1.4330, grad_norm: 7.2915 2020-10-03 17:43:41,937 - mmaction - INFO - Epoch [84][2020/2825] lr: 7.500e-05, eta: 13:20:04, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8461, loss_cls: 1.4652, loss: 1.4652, grad_norm: 7.3684 2020-10-03 17:44:02,812 - mmaction - INFO - Epoch [84][2040/2825] lr: 7.500e-05, eta: 13:19:43, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8583, loss_cls: 1.4345, loss: 1.4345, grad_norm: 7.3167 2020-10-03 17:44:24,757 - mmaction - INFO - Epoch [84][2060/2825] lr: 7.500e-05, eta: 13:19:22, time: 1.097, data_time: 0.001, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8555, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.2950 2020-10-03 17:44:45,211 - mmaction - INFO - Epoch [84][2080/2825] lr: 7.500e-05, eta: 13:19:01, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8552, loss_cls: 1.4753, loss: 1.4753, grad_norm: 7.3640 2020-10-03 17:45:05,272 - mmaction - INFO - Epoch [84][2100/2825] lr: 7.500e-05, eta: 13:18:40, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8583, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.4115 2020-10-03 17:45:26,576 - mmaction - INFO - Epoch [84][2120/2825] lr: 7.500e-05, eta: 13:18:20, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8536, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.2273 2020-10-03 17:45:47,339 - mmaction - INFO - Epoch [84][2140/2825] lr: 7.500e-05, eta: 13:17:59, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8396, loss_cls: 1.4878, loss: 1.4878, grad_norm: 7.3161 2020-10-03 17:46:06,810 - mmaction - INFO - Epoch [84][2160/2825] lr: 7.500e-05, eta: 13:17:38, time: 0.974, data_time: 0.043, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8560, loss_cls: 1.4280, loss: 1.4280, grad_norm: 7.3647 2020-10-03 17:46:28,251 - mmaction - INFO - Epoch [84][2180/2825] lr: 7.500e-05, eta: 13:17:17, time: 1.071, data_time: 0.007, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8422, loss_cls: 1.4839, loss: 1.4839, grad_norm: 7.4193 2020-10-03 17:46:47,790 - mmaction - INFO - Epoch [84][2200/2825] lr: 7.500e-05, eta: 13:16:56, time: 0.978, data_time: 0.012, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8482, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.3326 2020-10-03 17:47:09,018 - mmaction - INFO - Epoch [84][2220/2825] lr: 7.500e-05, eta: 13:16:35, time: 1.061, data_time: 0.009, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8487, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.2683 2020-10-03 17:47:29,479 - mmaction - INFO - Epoch [84][2240/2825] lr: 7.500e-05, eta: 13:16:14, time: 1.022, data_time: 0.120, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.3846 2020-10-03 17:47:49,397 - mmaction - INFO - Epoch [84][2260/2825] lr: 7.500e-05, eta: 13:15:53, time: 0.996, data_time: 0.122, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8469, loss_cls: 1.4454, loss: 1.4454, grad_norm: 7.4346 2020-10-03 17:48:11,049 - mmaction - INFO - Epoch [84][2280/2825] lr: 7.500e-05, eta: 13:15:32, time: 1.083, data_time: 0.023, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8505, loss_cls: 1.4528, loss: 1.4528, grad_norm: 7.3780 2020-10-03 17:48:31,065 - mmaction - INFO - Epoch [84][2300/2825] lr: 7.500e-05, eta: 13:15:11, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8417, loss_cls: 1.5042, loss: 1.5042, grad_norm: 7.4578 2020-10-03 17:48:51,336 - mmaction - INFO - Epoch [84][2320/2825] lr: 7.500e-05, eta: 13:14:50, time: 1.015, data_time: 0.031, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8427, loss_cls: 1.4814, loss: 1.4814, grad_norm: 7.3638 2020-10-03 17:49:12,013 - mmaction - INFO - Epoch [84][2340/2825] lr: 7.500e-05, eta: 13:14:29, time: 1.034, data_time: 0.057, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8383, loss_cls: 1.5108, loss: 1.5108, grad_norm: 7.5041 2020-10-03 17:49:32,989 - mmaction - INFO - Epoch [84][2360/2825] lr: 7.500e-05, eta: 13:14:08, time: 1.048, data_time: 0.045, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8563, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.2667 2020-10-03 17:49:53,825 - mmaction - INFO - Epoch [84][2380/2825] lr: 7.500e-05, eta: 13:13:48, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8451, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.3982 2020-10-03 17:50:14,392 - mmaction - INFO - Epoch [84][2400/2825] lr: 7.500e-05, eta: 13:13:27, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8510, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.2820 2020-10-03 17:50:36,087 - mmaction - INFO - Epoch [84][2420/2825] lr: 7.500e-05, eta: 13:13:06, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6701, top5_acc: 0.8656, loss_cls: 1.3883, loss: 1.3883, grad_norm: 7.2213 2020-10-03 17:50:55,839 - mmaction - INFO - Epoch [84][2440/2825] lr: 7.500e-05, eta: 13:12:45, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8477, loss_cls: 1.4578, loss: 1.4578, grad_norm: 7.2549 2020-10-03 17:51:17,116 - mmaction - INFO - Epoch [84][2460/2825] lr: 7.500e-05, eta: 13:12:24, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8495, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.3716 2020-10-03 17:51:36,919 - mmaction - INFO - Epoch [84][2480/2825] lr: 7.500e-05, eta: 13:12:03, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8411, loss_cls: 1.4689, loss: 1.4689, grad_norm: 7.2346 2020-10-03 17:51:57,828 - mmaction - INFO - Epoch [84][2500/2825] lr: 7.500e-05, eta: 13:11:42, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8404, loss_cls: 1.4933, loss: 1.4933, grad_norm: 7.4197 2020-10-03 17:52:18,561 - mmaction - INFO - Epoch [84][2520/2825] lr: 7.500e-05, eta: 13:11:21, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8435, loss_cls: 1.4690, loss: 1.4690, grad_norm: 7.3356 2020-10-03 17:52:39,114 - mmaction - INFO - Epoch [84][2540/2825] lr: 7.500e-05, eta: 13:11:00, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8612, loss_cls: 1.4243, loss: 1.4243, grad_norm: 7.3132 2020-10-03 17:52:59,294 - mmaction - INFO - Epoch [84][2560/2825] lr: 7.500e-05, eta: 13:10:39, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6357, top5_acc: 0.8318, loss_cls: 1.5492, loss: 1.5492, grad_norm: 7.5652 2020-10-03 17:53:20,392 - mmaction - INFO - Epoch [84][2580/2825] lr: 7.500e-05, eta: 13:10:18, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8484, loss_cls: 1.4691, loss: 1.4691, grad_norm: 7.3000 2020-10-03 17:53:41,441 - mmaction - INFO - Epoch [84][2600/2825] lr: 7.500e-05, eta: 13:09:58, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8612, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.2829 2020-10-03 17:54:00,942 - mmaction - INFO - Epoch [84][2620/2825] lr: 7.500e-05, eta: 13:09:36, time: 0.974, data_time: 0.001, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4712, loss: 1.4712, grad_norm: 7.2701 2020-10-03 17:54:22,233 - mmaction - INFO - Epoch [84][2640/2825] lr: 7.500e-05, eta: 13:09:16, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8633, loss_cls: 1.3726, loss: 1.3726, grad_norm: 7.1538 2020-10-03 17:54:42,146 - mmaction - INFO - Epoch [84][2660/2825] lr: 7.500e-05, eta: 13:08:55, time: 0.997, data_time: 0.009, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8339, loss_cls: 1.5245, loss: 1.5245, grad_norm: 7.5040 2020-10-03 17:55:03,187 - mmaction - INFO - Epoch [84][2680/2825] lr: 7.500e-05, eta: 13:08:34, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8419, loss_cls: 1.4989, loss: 1.4989, grad_norm: 7.4716 2020-10-03 17:55:23,541 - mmaction - INFO - Epoch [84][2700/2825] lr: 7.500e-05, eta: 13:08:13, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8497, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.3501 2020-10-03 17:55:44,974 - mmaction - INFO - Epoch [84][2720/2825] lr: 7.500e-05, eta: 13:07:52, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8482, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.3710 2020-10-03 17:56:04,589 - mmaction - INFO - Epoch [84][2740/2825] lr: 7.500e-05, eta: 13:07:31, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8435, loss_cls: 1.5056, loss: 1.5056, grad_norm: 7.5455 2020-10-03 17:56:26,115 - mmaction - INFO - Epoch [84][2760/2825] lr: 7.500e-05, eta: 13:07:10, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8521, loss_cls: 1.4432, loss: 1.4432, grad_norm: 7.3442 2020-10-03 17:56:45,481 - mmaction - INFO - Epoch [84][2780/2825] lr: 7.500e-05, eta: 13:06:49, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8341, loss_cls: 1.5147, loss: 1.5147, grad_norm: 7.3483 2020-10-03 17:57:06,247 - mmaction - INFO - Epoch [84][2800/2825] lr: 7.500e-05, eta: 13:06:28, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8398, loss_cls: 1.4870, loss: 1.4870, grad_norm: 7.4567 2020-10-03 17:57:26,269 - mmaction - INFO - Epoch [84][2820/2825] lr: 7.500e-05, eta: 13:06:07, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8391, loss_cls: 1.5182, loss: 1.5182, grad_norm: 7.5822 2020-10-03 17:57:31,499 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-10-03 17:58:16,996 - mmaction - INFO - Epoch [85][20/2825] lr: 7.500e-05, eta: 13:05:45, time: 2.231, data_time: 1.137, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8484, loss_cls: 1.4697, loss: 1.4697, grad_norm: 7.3698 2020-10-03 17:58:37,856 - mmaction - INFO - Epoch [85][40/2825] lr: 7.500e-05, eta: 13:05:24, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8542, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.4304 2020-10-03 17:58:59,102 - mmaction - INFO - Epoch [85][60/2825] lr: 7.500e-05, eta: 13:05:03, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8607, loss_cls: 1.4262, loss: 1.4262, grad_norm: 7.4044 2020-10-03 17:59:19,693 - mmaction - INFO - Epoch [85][80/2825] lr: 7.500e-05, eta: 13:04:42, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4732, loss: 1.4732, grad_norm: 7.3836 2020-10-03 17:59:40,226 - mmaction - INFO - Epoch [85][100/2825] lr: 7.500e-05, eta: 13:04:21, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8497, loss_cls: 1.4738, loss: 1.4738, grad_norm: 7.4247 2020-10-03 18:00:01,002 - mmaction - INFO - Epoch [85][120/2825] lr: 7.500e-05, eta: 13:04:00, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.4278, loss: 1.4278, grad_norm: 7.4323 2020-10-03 18:00:23,274 - mmaction - INFO - Epoch [85][140/2825] lr: 7.500e-05, eta: 13:03:40, time: 1.125, data_time: 0.013, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8534, loss_cls: 1.4360, loss: 1.4360, grad_norm: 7.3204 2020-10-03 18:00:43,735 - mmaction - INFO - Epoch [85][160/2825] lr: 7.500e-05, eta: 13:03:19, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8471, loss_cls: 1.4642, loss: 1.4642, grad_norm: 7.3634 2020-10-03 18:01:03,838 - mmaction - INFO - Epoch [85][180/2825] lr: 7.500e-05, eta: 13:02:58, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8487, loss_cls: 1.4888, loss: 1.4888, grad_norm: 7.5418 2020-10-03 18:01:25,010 - mmaction - INFO - Epoch [85][200/2825] lr: 7.500e-05, eta: 13:02:37, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8427, loss_cls: 1.4744, loss: 1.4744, grad_norm: 7.5841 2020-10-03 18:01:46,141 - mmaction - INFO - Epoch [85][220/2825] lr: 7.500e-05, eta: 13:02:16, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8500, loss_cls: 1.4442, loss: 1.4442, grad_norm: 7.3544 2020-10-03 18:02:07,410 - mmaction - INFO - Epoch [85][240/2825] lr: 7.500e-05, eta: 13:01:55, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8510, loss_cls: 1.4469, loss: 1.4469, grad_norm: 7.2232 2020-10-03 18:02:27,681 - mmaction - INFO - Epoch [85][260/2825] lr: 7.500e-05, eta: 13:01:34, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8495, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.3498 2020-10-03 18:02:48,690 - mmaction - INFO - Epoch [85][280/2825] lr: 7.500e-05, eta: 13:01:13, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.2798 2020-10-03 18:03:09,192 - mmaction - INFO - Epoch [85][300/2825] lr: 7.500e-05, eta: 13:00:52, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8477, loss_cls: 1.4525, loss: 1.4525, grad_norm: 7.3462 2020-10-03 18:03:30,104 - mmaction - INFO - Epoch [85][320/2825] lr: 7.500e-05, eta: 13:00:32, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8464, loss_cls: 1.4839, loss: 1.4839, grad_norm: 7.5697 2020-10-03 18:03:50,517 - mmaction - INFO - Epoch [85][340/2825] lr: 7.500e-05, eta: 13:00:11, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8456, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.3379 2020-10-03 18:04:12,201 - mmaction - INFO - Epoch [85][360/2825] lr: 7.500e-05, eta: 12:59:50, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6742, top5_acc: 0.8589, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.2879 2020-10-03 18:04:32,225 - mmaction - INFO - Epoch [85][380/2825] lr: 7.500e-05, eta: 12:59:29, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8458, loss_cls: 1.4591, loss: 1.4591, grad_norm: 7.3140 2020-10-03 18:04:52,896 - mmaction - INFO - Epoch [85][400/2825] lr: 7.500e-05, eta: 12:59:08, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8464, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.5092 2020-10-03 18:05:13,867 - mmaction - INFO - Epoch [85][420/2825] lr: 7.500e-05, eta: 12:58:47, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8440, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.2751 2020-10-03 18:05:34,728 - mmaction - INFO - Epoch [85][440/2825] lr: 7.500e-05, eta: 12:58:26, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4369, loss: 1.4369, grad_norm: 7.2952 2020-10-03 18:05:54,706 - mmaction - INFO - Epoch [85][460/2825] lr: 7.500e-05, eta: 12:58:05, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4499, loss: 1.4499, grad_norm: 7.3726 2020-10-03 18:06:16,316 - mmaction - INFO - Epoch [85][480/2825] lr: 7.500e-05, eta: 12:57:44, time: 1.082, data_time: 0.003, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8469, loss_cls: 1.4767, loss: 1.4767, grad_norm: 7.5033 2020-10-03 18:06:36,312 - mmaction - INFO - Epoch [85][500/2825] lr: 7.500e-05, eta: 12:57:23, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8536, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.2807 2020-10-03 18:06:56,705 - mmaction - INFO - Epoch [85][520/2825] lr: 7.500e-05, eta: 12:57:02, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8570, loss_cls: 1.4068, loss: 1.4068, grad_norm: 7.2789 2020-10-03 18:07:16,901 - mmaction - INFO - Epoch [85][540/2825] lr: 7.500e-05, eta: 12:56:41, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8510, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.3831 2020-10-03 18:07:38,251 - mmaction - INFO - Epoch [85][560/2825] lr: 7.500e-05, eta: 12:56:21, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8385, loss_cls: 1.5055, loss: 1.5055, grad_norm: 7.4855 2020-10-03 18:07:59,216 - mmaction - INFO - Epoch [85][580/2825] lr: 7.500e-05, eta: 12:56:00, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4793, loss: 1.4793, grad_norm: 7.2832 2020-10-03 18:08:20,727 - mmaction - INFO - Epoch [85][600/2825] lr: 7.500e-05, eta: 12:55:39, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8466, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.3094 2020-10-03 18:08:40,009 - mmaction - INFO - Epoch [85][620/2825] lr: 7.500e-05, eta: 12:55:18, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8505, loss_cls: 1.4380, loss: 1.4380, grad_norm: 7.2465 2020-10-03 18:09:01,137 - mmaction - INFO - Epoch [85][640/2825] lr: 7.500e-05, eta: 12:54:57, time: 1.056, data_time: 0.034, memory: 8353, top1_acc: 0.6430, top5_acc: 0.8432, loss_cls: 1.4957, loss: 1.4957, grad_norm: 7.5774 2020-10-03 18:09:20,875 - mmaction - INFO - Epoch [85][660/2825] lr: 7.500e-05, eta: 12:54:36, time: 0.987, data_time: 0.062, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8622, loss_cls: 1.4170, loss: 1.4170, grad_norm: 7.3876 2020-10-03 18:09:41,365 - mmaction - INFO - Epoch [85][680/2825] lr: 7.500e-05, eta: 12:54:15, time: 1.025, data_time: 0.039, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8529, loss_cls: 1.4535, loss: 1.4535, grad_norm: 7.3805 2020-10-03 18:10:02,030 - mmaction - INFO - Epoch [85][700/2825] lr: 7.500e-05, eta: 12:53:54, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.4234, loss: 1.4234, grad_norm: 7.3810 2020-10-03 18:10:23,007 - mmaction - INFO - Epoch [85][720/2825] lr: 7.500e-05, eta: 12:53:33, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8521, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.4440 2020-10-03 18:10:43,581 - mmaction - INFO - Epoch [85][740/2825] lr: 7.500e-05, eta: 12:53:12, time: 1.029, data_time: 0.173, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8529, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.4096 2020-10-03 18:11:04,884 - mmaction - INFO - Epoch [85][760/2825] lr: 7.500e-05, eta: 12:52:52, time: 1.064, data_time: 0.132, memory: 8353, top1_acc: 0.6742, top5_acc: 0.8510, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.2809 2020-10-03 18:11:25,415 - mmaction - INFO - Epoch [85][780/2825] lr: 7.500e-05, eta: 12:52:31, time: 1.028, data_time: 0.024, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8424, loss_cls: 1.4665, loss: 1.4665, grad_norm: 7.4333 2020-10-03 18:11:46,188 - mmaction - INFO - Epoch [85][800/2825] lr: 7.500e-05, eta: 12:52:10, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8503, loss_cls: 1.4330, loss: 1.4330, grad_norm: 7.3505 2020-10-03 18:12:06,749 - mmaction - INFO - Epoch [85][820/2825] lr: 7.500e-05, eta: 12:51:49, time: 1.028, data_time: 0.159, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8503, loss_cls: 1.4111, loss: 1.4111, grad_norm: 7.0668 2020-10-03 18:12:27,511 - mmaction - INFO - Epoch [85][840/2825] lr: 7.500e-05, eta: 12:51:28, time: 1.038, data_time: 0.045, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4440, loss: 1.4440, grad_norm: 7.3213 2020-10-03 18:12:48,448 - mmaction - INFO - Epoch [85][860/2825] lr: 7.500e-05, eta: 12:51:07, time: 1.047, data_time: 0.161, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8536, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.3840 2020-10-03 18:13:09,050 - mmaction - INFO - Epoch [85][880/2825] lr: 7.500e-05, eta: 12:50:46, time: 1.030, data_time: 0.023, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8458, loss_cls: 1.4690, loss: 1.4690, grad_norm: 7.4871 2020-10-03 18:13:29,013 - mmaction - INFO - Epoch [85][900/2825] lr: 7.500e-05, eta: 12:50:25, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8404, loss_cls: 1.4909, loss: 1.4909, grad_norm: 7.4288 2020-10-03 18:13:49,907 - mmaction - INFO - Epoch [85][920/2825] lr: 7.500e-05, eta: 12:50:04, time: 1.044, data_time: 0.100, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8404, loss_cls: 1.5047, loss: 1.5047, grad_norm: 7.4793 2020-10-03 18:14:10,761 - mmaction - INFO - Epoch [85][940/2825] lr: 7.500e-05, eta: 12:49:43, time: 1.043, data_time: 0.018, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8411, loss_cls: 1.4748, loss: 1.4748, grad_norm: 7.2900 2020-10-03 18:14:32,203 - mmaction - INFO - Epoch [85][960/2825] lr: 7.500e-05, eta: 12:49:23, time: 1.073, data_time: 0.188, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.2137 2020-10-03 18:14:52,423 - mmaction - INFO - Epoch [85][980/2825] lr: 7.500e-05, eta: 12:49:02, time: 1.011, data_time: 0.239, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8529, loss_cls: 1.4274, loss: 1.4274, grad_norm: 7.2539 2020-10-03 18:15:13,655 - mmaction - INFO - Epoch [85][1000/2825] lr: 7.500e-05, eta: 12:48:41, time: 1.063, data_time: 0.364, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8510, loss_cls: 1.4756, loss: 1.4756, grad_norm: 7.5075 2020-10-03 18:15:34,064 - mmaction - INFO - Epoch [85][1020/2825] lr: 7.500e-05, eta: 12:48:20, time: 1.020, data_time: 0.015, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8620, loss_cls: 1.4105, loss: 1.4105, grad_norm: 7.2180 2020-10-03 18:15:56,459 - mmaction - INFO - Epoch [85][1040/2825] lr: 7.500e-05, eta: 12:47:59, time: 1.120, data_time: 0.001, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8599, loss_cls: 1.4092, loss: 1.4092, grad_norm: 7.2322 2020-10-03 18:16:16,131 - mmaction - INFO - Epoch [85][1060/2825] lr: 7.500e-05, eta: 12:47:38, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8458, loss_cls: 1.4730, loss: 1.4730, grad_norm: 7.5281 2020-10-03 18:16:37,402 - mmaction - INFO - Epoch [85][1080/2825] lr: 7.500e-05, eta: 12:47:17, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4469, loss: 1.4469, grad_norm: 7.2378 2020-10-03 18:16:57,853 - mmaction - INFO - Epoch [85][1100/2825] lr: 7.500e-05, eta: 12:46:56, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8549, loss_cls: 1.4534, loss: 1.4534, grad_norm: 7.5377 2020-10-03 18:17:17,571 - mmaction - INFO - Epoch [85][1120/2825] lr: 7.500e-05, eta: 12:46:35, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8471, loss_cls: 1.4802, loss: 1.4802, grad_norm: 7.5723 2020-10-03 18:17:38,779 - mmaction - INFO - Epoch [85][1140/2825] lr: 7.500e-05, eta: 12:46:15, time: 1.060, data_time: 0.005, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8563, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.4063 2020-10-03 18:17:58,387 - mmaction - INFO - Epoch [85][1160/2825] lr: 7.500e-05, eta: 12:45:53, time: 0.980, data_time: 0.047, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8549, loss_cls: 1.4024, loss: 1.4024, grad_norm: 7.2585 2020-10-03 18:18:19,365 - mmaction - INFO - Epoch [85][1180/2825] lr: 7.500e-05, eta: 12:45:33, time: 1.049, data_time: 0.288, memory: 8353, top1_acc: 0.6753, top5_acc: 0.8570, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.2842 2020-10-03 18:18:40,452 - mmaction - INFO - Epoch [85][1200/2825] lr: 7.500e-05, eta: 12:45:12, time: 1.054, data_time: 0.272, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8417, loss_cls: 1.4973, loss: 1.4973, grad_norm: 7.3271 2020-10-03 18:19:01,565 - mmaction - INFO - Epoch [85][1220/2825] lr: 7.500e-05, eta: 12:44:51, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8461, loss_cls: 1.4415, loss: 1.4415, grad_norm: 7.3413 2020-10-03 18:19:22,235 - mmaction - INFO - Epoch [85][1240/2825] lr: 7.500e-05, eta: 12:44:30, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8557, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.4365 2020-10-03 18:19:41,143 - mmaction - INFO - Epoch [85][1260/2825] lr: 7.500e-05, eta: 12:44:09, time: 0.945, data_time: 0.085, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.3668 2020-10-03 18:20:02,583 - mmaction - INFO - Epoch [85][1280/2825] lr: 7.500e-05, eta: 12:43:48, time: 1.073, data_time: 0.212, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8430, loss_cls: 1.4798, loss: 1.4798, grad_norm: 7.3509 2020-10-03 18:20:23,778 - mmaction - INFO - Epoch [85][1300/2825] lr: 7.500e-05, eta: 12:43:27, time: 1.059, data_time: 0.034, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8521, loss_cls: 1.4544, loss: 1.4544, grad_norm: 7.2918 2020-10-03 18:20:43,963 - mmaction - INFO - Epoch [85][1320/2825] lr: 7.500e-05, eta: 12:43:06, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8417, loss_cls: 1.4816, loss: 1.4816, grad_norm: 7.3660 2020-10-03 18:21:05,418 - mmaction - INFO - Epoch [85][1340/2825] lr: 7.500e-05, eta: 12:42:46, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4269, loss: 1.4269, grad_norm: 7.3180 2020-10-03 18:21:26,181 - mmaction - INFO - Epoch [85][1360/2825] lr: 7.500e-05, eta: 12:42:25, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8458, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.2670 2020-10-03 18:21:46,418 - mmaction - INFO - Epoch [85][1380/2825] lr: 7.500e-05, eta: 12:42:04, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6740, top5_acc: 0.8474, loss_cls: 1.4069, loss: 1.4069, grad_norm: 7.1860 2020-10-03 18:22:07,279 - mmaction - INFO - Epoch [85][1400/2825] lr: 7.500e-05, eta: 12:41:43, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8568, loss_cls: 1.4171, loss: 1.4171, grad_norm: 7.2918 2020-10-03 18:22:28,726 - mmaction - INFO - Epoch [85][1420/2825] lr: 7.500e-05, eta: 12:41:22, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6729, top5_acc: 0.8633, loss_cls: 1.3604, loss: 1.3604, grad_norm: 7.2299 2020-10-03 18:22:48,272 - mmaction - INFO - Epoch [85][1440/2825] lr: 7.500e-05, eta: 12:41:01, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8536, loss_cls: 1.4263, loss: 1.4263, grad_norm: 7.3750 2020-10-03 18:23:08,754 - mmaction - INFO - Epoch [85][1460/2825] lr: 7.500e-05, eta: 12:40:40, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8419, loss_cls: 1.5076, loss: 1.5076, grad_norm: 7.4456 2020-10-03 18:23:29,657 - mmaction - INFO - Epoch [85][1480/2825] lr: 7.500e-05, eta: 12:40:19, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8458, loss_cls: 1.4575, loss: 1.4575, grad_norm: 7.4057 2020-10-03 18:23:49,982 - mmaction - INFO - Epoch [85][1500/2825] lr: 7.500e-05, eta: 12:39:58, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8549, loss_cls: 1.4026, loss: 1.4026, grad_norm: 7.2574 2020-10-03 18:24:10,550 - mmaction - INFO - Epoch [85][1520/2825] lr: 7.500e-05, eta: 12:39:37, time: 1.027, data_time: 0.009, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8440, loss_cls: 1.4610, loss: 1.4610, grad_norm: 7.3240 2020-10-03 18:24:30,897 - mmaction - INFO - Epoch [85][1540/2825] lr: 7.500e-05, eta: 12:39:16, time: 1.018, data_time: 0.026, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8516, loss_cls: 1.4404, loss: 1.4404, grad_norm: 7.3788 2020-10-03 18:24:52,117 - mmaction - INFO - Epoch [85][1560/2825] lr: 7.500e-05, eta: 12:38:55, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8516, loss_cls: 1.4396, loss: 1.4396, grad_norm: 7.4015 2020-10-03 18:25:12,549 - mmaction - INFO - Epoch [85][1580/2825] lr: 7.500e-05, eta: 12:38:34, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8492, loss_cls: 1.4254, loss: 1.4254, grad_norm: 7.2953 2020-10-03 18:25:32,848 - mmaction - INFO - Epoch [85][1600/2825] lr: 7.500e-05, eta: 12:38:14, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8497, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.2365 2020-10-03 18:25:53,778 - mmaction - INFO - Epoch [85][1620/2825] lr: 7.500e-05, eta: 12:37:53, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8500, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.3105 2020-10-03 18:26:14,482 - mmaction - INFO - Epoch [85][1640/2825] lr: 7.500e-05, eta: 12:37:32, time: 1.034, data_time: 0.023, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8531, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.5603 2020-10-03 18:26:35,528 - mmaction - INFO - Epoch [85][1660/2825] lr: 7.500e-05, eta: 12:37:11, time: 1.054, data_time: 0.012, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8474, loss_cls: 1.4699, loss: 1.4699, grad_norm: 7.3945 2020-10-03 18:26:56,432 - mmaction - INFO - Epoch [85][1680/2825] lr: 7.500e-05, eta: 12:36:50, time: 1.043, data_time: 0.015, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8451, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.4856 2020-10-03 18:27:15,376 - mmaction - INFO - Epoch [85][1700/2825] lr: 7.500e-05, eta: 12:36:29, time: 0.949, data_time: 0.003, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8451, loss_cls: 1.4585, loss: 1.4585, grad_norm: 7.3518 2020-10-03 18:27:37,146 - mmaction - INFO - Epoch [85][1720/2825] lr: 7.500e-05, eta: 12:36:08, time: 1.089, data_time: 0.001, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8422, loss_cls: 1.4886, loss: 1.4886, grad_norm: 7.3814 2020-10-03 18:27:57,850 - mmaction - INFO - Epoch [85][1740/2825] lr: 7.500e-05, eta: 12:35:47, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8484, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.3334 2020-10-03 18:28:17,960 - mmaction - INFO - Epoch [85][1760/2825] lr: 7.500e-05, eta: 12:35:26, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4845, loss: 1.4845, grad_norm: 7.4525 2020-10-03 18:28:38,905 - mmaction - INFO - Epoch [85][1780/2825] lr: 7.500e-05, eta: 12:35:05, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8456, loss_cls: 1.5001, loss: 1.5001, grad_norm: 7.4533 2020-10-03 18:29:00,279 - mmaction - INFO - Epoch [85][1800/2825] lr: 7.500e-05, eta: 12:34:45, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8422, loss_cls: 1.4985, loss: 1.4985, grad_norm: 7.5011 2020-10-03 18:29:20,505 - mmaction - INFO - Epoch [85][1820/2825] lr: 7.500e-05, eta: 12:34:24, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8466, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.4674 2020-10-03 18:29:40,737 - mmaction - INFO - Epoch [85][1840/2825] lr: 7.500e-05, eta: 12:34:03, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8497, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.4187 2020-10-03 18:30:02,161 - mmaction - INFO - Epoch [85][1860/2825] lr: 7.500e-05, eta: 12:33:42, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8440, loss_cls: 1.4959, loss: 1.4959, grad_norm: 7.4860 2020-10-03 18:30:24,284 - mmaction - INFO - Epoch [85][1880/2825] lr: 7.500e-05, eta: 12:33:21, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8427, loss_cls: 1.4828, loss: 1.4828, grad_norm: 7.4385 2020-10-03 18:30:44,962 - mmaction - INFO - Epoch [85][1900/2825] lr: 7.500e-05, eta: 12:33:00, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4536, loss: 1.4536, grad_norm: 7.4695 2020-10-03 18:31:04,865 - mmaction - INFO - Epoch [85][1920/2825] lr: 7.500e-05, eta: 12:32:39, time: 0.996, data_time: 0.003, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8482, loss_cls: 1.4717, loss: 1.4717, grad_norm: 7.5237 2020-10-03 18:31:25,890 - mmaction - INFO - Epoch [85][1940/2825] lr: 7.500e-05, eta: 12:32:18, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8474, loss_cls: 1.4892, loss: 1.4892, grad_norm: 7.5754 2020-10-03 18:31:47,459 - mmaction - INFO - Epoch [85][1960/2825] lr: 7.500e-05, eta: 12:31:58, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8508, loss_cls: 1.4629, loss: 1.4629, grad_norm: 7.3093 2020-10-03 18:32:06,956 - mmaction - INFO - Epoch [85][1980/2825] lr: 7.500e-05, eta: 12:31:37, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4940, loss: 1.4940, grad_norm: 7.4557 2020-10-03 18:32:27,203 - mmaction - INFO - Epoch [85][2000/2825] lr: 7.500e-05, eta: 12:31:16, time: 1.012, data_time: 0.010, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8479, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.4443 2020-10-03 18:32:48,063 - mmaction - INFO - Epoch [85][2020/2825] lr: 7.500e-05, eta: 12:30:55, time: 1.043, data_time: 0.156, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8516, loss_cls: 1.4502, loss: 1.4502, grad_norm: 7.3895 2020-10-03 18:33:08,425 - mmaction - INFO - Epoch [85][2040/2825] lr: 7.500e-05, eta: 12:30:34, time: 1.017, data_time: 0.281, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8521, loss_cls: 1.4592, loss: 1.4592, grad_norm: 7.3649 2020-10-03 18:33:29,685 - mmaction - INFO - Epoch [85][2060/2825] lr: 7.500e-05, eta: 12:30:13, time: 1.064, data_time: 0.319, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8474, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.4111 2020-10-03 18:33:52,145 - mmaction - INFO - Epoch [85][2080/2825] lr: 7.500e-05, eta: 12:29:52, time: 1.123, data_time: 0.464, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8435, loss_cls: 1.4838, loss: 1.4838, grad_norm: 7.4511 2020-10-03 18:34:11,031 - mmaction - INFO - Epoch [85][2100/2825] lr: 7.500e-05, eta: 12:29:31, time: 0.944, data_time: 0.290, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8568, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.3417 2020-10-03 18:34:31,703 - mmaction - INFO - Epoch [85][2120/2825] lr: 7.500e-05, eta: 12:29:10, time: 1.033, data_time: 0.377, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8471, loss_cls: 1.4862, loss: 1.4862, grad_norm: 7.4729 2020-10-03 18:34:52,389 - mmaction - INFO - Epoch [85][2140/2825] lr: 7.500e-05, eta: 12:28:49, time: 1.034, data_time: 0.191, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8510, loss_cls: 1.4399, loss: 1.4399, grad_norm: 7.3794 2020-10-03 18:35:13,131 - mmaction - INFO - Epoch [85][2160/2825] lr: 7.500e-05, eta: 12:28:28, time: 1.036, data_time: 0.275, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8591, loss_cls: 1.4245, loss: 1.4245, grad_norm: 7.4065 2020-10-03 18:35:34,121 - mmaction - INFO - Epoch [85][2180/2825] lr: 7.500e-05, eta: 12:28:08, time: 1.051, data_time: 0.117, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8448, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.6041 2020-10-03 18:35:55,147 - mmaction - INFO - Epoch [85][2200/2825] lr: 7.500e-05, eta: 12:27:47, time: 1.051, data_time: 0.210, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8424, loss_cls: 1.5045, loss: 1.5045, grad_norm: 7.4695 2020-10-03 18:36:14,956 - mmaction - INFO - Epoch [85][2220/2825] lr: 7.500e-05, eta: 12:27:26, time: 0.991, data_time: 0.244, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8563, loss_cls: 1.3940, loss: 1.3940, grad_norm: 7.2590 2020-10-03 18:36:36,211 - mmaction - INFO - Epoch [85][2240/2825] lr: 7.500e-05, eta: 12:27:05, time: 1.061, data_time: 0.298, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8497, loss_cls: 1.4263, loss: 1.4263, grad_norm: 7.2748 2020-10-03 18:36:56,806 - mmaction - INFO - Epoch [85][2260/2825] lr: 7.500e-05, eta: 12:26:44, time: 1.030, data_time: 0.085, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8521, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.4665 2020-10-03 18:37:16,923 - mmaction - INFO - Epoch [85][2280/2825] lr: 7.500e-05, eta: 12:26:23, time: 1.006, data_time: 0.075, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4417, loss: 1.4417, grad_norm: 7.2126 2020-10-03 18:37:38,883 - mmaction - INFO - Epoch [85][2300/2825] lr: 7.500e-05, eta: 12:26:02, time: 1.098, data_time: 0.027, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8544, loss_cls: 1.4192, loss: 1.4192, grad_norm: 7.3890 2020-10-03 18:38:00,580 - mmaction - INFO - Epoch [85][2320/2825] lr: 7.500e-05, eta: 12:25:42, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8422, loss_cls: 1.4898, loss: 1.4898, grad_norm: 7.4142 2020-10-03 18:38:19,316 - mmaction - INFO - Epoch [85][2340/2825] lr: 7.500e-05, eta: 12:25:20, time: 0.936, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8417, loss_cls: 1.4844, loss: 1.4844, grad_norm: 7.4715 2020-10-03 18:38:40,074 - mmaction - INFO - Epoch [85][2360/2825] lr: 7.500e-05, eta: 12:24:59, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8534, loss_cls: 1.4329, loss: 1.4329, grad_norm: 7.3367 2020-10-03 18:39:01,755 - mmaction - INFO - Epoch [85][2380/2825] lr: 7.500e-05, eta: 12:24:39, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8464, loss_cls: 1.4636, loss: 1.4636, grad_norm: 7.5082 2020-10-03 18:39:22,260 - mmaction - INFO - Epoch [85][2400/2825] lr: 7.500e-05, eta: 12:24:18, time: 1.025, data_time: 0.003, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8482, loss_cls: 1.4469, loss: 1.4469, grad_norm: 7.4044 2020-10-03 18:39:42,924 - mmaction - INFO - Epoch [85][2420/2825] lr: 7.500e-05, eta: 12:23:57, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8471, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.3902 2020-10-03 18:40:03,465 - mmaction - INFO - Epoch [85][2440/2825] lr: 7.500e-05, eta: 12:23:36, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8492, loss_cls: 1.4359, loss: 1.4359, grad_norm: 7.3431 2020-10-03 18:40:24,007 - mmaction - INFO - Epoch [85][2460/2825] lr: 7.500e-05, eta: 12:23:15, time: 1.027, data_time: 0.302, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8513, loss_cls: 1.4542, loss: 1.4542, grad_norm: 7.3697 2020-10-03 18:40:44,388 - mmaction - INFO - Epoch [85][2480/2825] lr: 7.500e-05, eta: 12:22:54, time: 1.019, data_time: 0.360, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8443, loss_cls: 1.4792, loss: 1.4792, grad_norm: 7.5392 2020-10-03 18:41:05,057 - mmaction - INFO - Epoch [85][2500/2825] lr: 7.500e-05, eta: 12:22:33, time: 1.034, data_time: 0.293, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8529, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.3045 2020-10-03 18:41:25,930 - mmaction - INFO - Epoch [85][2520/2825] lr: 7.500e-05, eta: 12:22:12, time: 1.043, data_time: 0.297, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8401, loss_cls: 1.5094, loss: 1.5094, grad_norm: 7.4286 2020-10-03 18:41:46,395 - mmaction - INFO - Epoch [85][2540/2825] lr: 7.500e-05, eta: 12:21:51, time: 1.023, data_time: 0.116, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8534, loss_cls: 1.4329, loss: 1.4329, grad_norm: 7.2385 2020-10-03 18:42:06,714 - mmaction - INFO - Epoch [85][2560/2825] lr: 7.500e-05, eta: 12:21:30, time: 1.015, data_time: 0.013, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8547, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.3395 2020-10-03 18:42:27,620 - mmaction - INFO - Epoch [85][2580/2825] lr: 7.500e-05, eta: 12:21:10, time: 1.046, data_time: 0.008, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8440, loss_cls: 1.4801, loss: 1.4801, grad_norm: 7.4441 2020-10-03 18:42:49,064 - mmaction - INFO - Epoch [85][2600/2825] lr: 7.500e-05, eta: 12:20:49, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8549, loss_cls: 1.4301, loss: 1.4301, grad_norm: 7.4779 2020-10-03 18:43:08,654 - mmaction - INFO - Epoch [85][2620/2825] lr: 7.500e-05, eta: 12:20:28, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8534, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.3808 2020-10-03 18:43:29,531 - mmaction - INFO - Epoch [85][2640/2825] lr: 7.500e-05, eta: 12:20:07, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8482, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.3197 2020-10-03 18:43:50,513 - mmaction - INFO - Epoch [85][2660/2825] lr: 7.500e-05, eta: 12:19:46, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8505, loss_cls: 1.4398, loss: 1.4398, grad_norm: 7.2266 2020-10-03 18:44:10,094 - mmaction - INFO - Epoch [85][2680/2825] lr: 7.500e-05, eta: 12:19:25, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8435, loss_cls: 1.4684, loss: 1.4684, grad_norm: 7.4694 2020-10-03 18:44:30,792 - mmaction - INFO - Epoch [85][2700/2825] lr: 7.500e-05, eta: 12:19:04, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8458, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.4159 2020-10-03 18:44:52,202 - mmaction - INFO - Epoch [85][2720/2825] lr: 7.500e-05, eta: 12:18:43, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8539, loss_cls: 1.4458, loss: 1.4458, grad_norm: 7.3087 2020-10-03 18:45:12,966 - mmaction - INFO - Epoch [85][2740/2825] lr: 7.500e-05, eta: 12:18:22, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8477, loss_cls: 1.4909, loss: 1.4909, grad_norm: 7.5753 2020-10-03 18:45:32,958 - mmaction - INFO - Epoch [85][2760/2825] lr: 7.500e-05, eta: 12:18:01, time: 1.000, data_time: 0.056, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8445, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.3650 2020-10-03 18:45:53,474 - mmaction - INFO - Epoch [85][2780/2825] lr: 7.500e-05, eta: 12:17:40, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8523, loss_cls: 1.4512, loss: 1.4512, grad_norm: 7.3227 2020-10-03 18:46:14,220 - mmaction - INFO - Epoch [85][2800/2825] lr: 7.500e-05, eta: 12:17:19, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8474, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.4896 2020-10-03 18:46:34,900 - mmaction - INFO - Epoch [85][2820/2825] lr: 7.500e-05, eta: 12:16:59, time: 1.034, data_time: 0.028, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8471, loss_cls: 1.4427, loss: 1.4427, grad_norm: 7.3364 2020-10-03 18:46:41,560 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-10-03 18:50:11,627 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 18:50:13,944 - mmaction - INFO - top1_acc 0.5977 top5_acc 0.8221 2020-10-03 18:50:13,944 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 18:50:14,179 - mmaction - INFO - mean_acc 0.5977 2020-10-03 18:50:14,179 - mmaction - INFO - Now best checkpoint is epoch_85.pth 2020-10-03 18:50:14,200 - mmaction - INFO - Epoch(val) [85][2825] top1_acc: 0.5977, top5_acc: 0.8221, mean_class_accuracy: 0.5977 2020-10-03 18:50:55,971 - mmaction - INFO - Epoch [86][20/2825] lr: 7.500e-05, eta: 12:16:35, time: 2.088, data_time: 1.269, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8487, loss_cls: 1.4319, loss: 1.4319, grad_norm: 7.2940 2020-10-03 18:51:16,375 - mmaction - INFO - Epoch [86][40/2825] lr: 7.500e-05, eta: 12:16:14, time: 1.020, data_time: 0.013, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8620, loss_cls: 1.4077, loss: 1.4077, grad_norm: 7.3400 2020-10-03 18:51:36,042 - mmaction - INFO - Epoch [86][60/2825] lr: 7.500e-05, eta: 12:15:53, time: 0.983, data_time: 0.146, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8628, loss_cls: 1.3875, loss: 1.3875, grad_norm: 7.3218 2020-10-03 18:51:56,947 - mmaction - INFO - Epoch [86][80/2825] lr: 7.500e-05, eta: 12:15:32, time: 1.045, data_time: 0.043, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8479, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.3700 2020-10-03 18:52:17,580 - mmaction - INFO - Epoch [86][100/2825] lr: 7.500e-05, eta: 12:15:11, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8466, loss_cls: 1.4363, loss: 1.4363, grad_norm: 7.3618 2020-10-03 18:52:39,105 - mmaction - INFO - Epoch [86][120/2825] lr: 7.500e-05, eta: 12:14:51, time: 1.076, data_time: 0.001, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8505, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.4319 2020-10-03 18:53:00,773 - mmaction - INFO - Epoch [86][140/2825] lr: 7.500e-05, eta: 12:14:30, time: 1.083, data_time: 0.053, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8594, loss_cls: 1.4147, loss: 1.4147, grad_norm: 7.3787 2020-10-03 18:53:20,256 - mmaction - INFO - Epoch [86][160/2825] lr: 7.500e-05, eta: 12:14:09, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8469, loss_cls: 1.4614, loss: 1.4614, grad_norm: 7.4655 2020-10-03 18:53:41,988 - mmaction - INFO - Epoch [86][180/2825] lr: 7.500e-05, eta: 12:13:48, time: 1.088, data_time: 0.003, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8495, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.2007 2020-10-03 18:54:03,799 - mmaction - INFO - Epoch [86][200/2825] lr: 7.500e-05, eta: 12:13:27, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8568, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.1967 2020-10-03 18:54:23,581 - mmaction - INFO - Epoch [86][220/2825] lr: 7.500e-05, eta: 12:13:06, time: 0.989, data_time: 0.003, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8479, loss_cls: 1.4526, loss: 1.4526, grad_norm: 7.3920 2020-10-03 18:54:44,587 - mmaction - INFO - Epoch [86][240/2825] lr: 7.500e-05, eta: 12:12:46, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8391, loss_cls: 1.4967, loss: 1.4967, grad_norm: 7.4704 2020-10-03 18:55:04,686 - mmaction - INFO - Epoch [86][260/2825] lr: 7.500e-05, eta: 12:12:25, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8518, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.4310 2020-10-03 18:55:25,773 - mmaction - INFO - Epoch [86][280/2825] lr: 7.500e-05, eta: 12:12:04, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8578, loss_cls: 1.4161, loss: 1.4161, grad_norm: 7.3710 2020-10-03 18:55:46,368 - mmaction - INFO - Epoch [86][300/2825] lr: 7.500e-05, eta: 12:11:43, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8477, loss_cls: 1.4389, loss: 1.4389, grad_norm: 7.3908 2020-10-03 18:56:06,136 - mmaction - INFO - Epoch [86][320/2825] lr: 7.500e-05, eta: 12:11:22, time: 0.989, data_time: 0.003, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8505, loss_cls: 1.4657, loss: 1.4657, grad_norm: 7.5752 2020-10-03 18:56:27,668 - mmaction - INFO - Epoch [86][340/2825] lr: 7.500e-05, eta: 12:11:01, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8479, loss_cls: 1.5074, loss: 1.5074, grad_norm: 7.5303 2020-10-03 18:56:47,793 - mmaction - INFO - Epoch [86][360/2825] lr: 7.500e-05, eta: 12:10:40, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.5150, loss: 1.5150, grad_norm: 7.6687 2020-10-03 18:57:09,228 - mmaction - INFO - Epoch [86][380/2825] lr: 7.500e-05, eta: 12:10:19, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8479, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.3846 2020-10-03 18:57:30,860 - mmaction - INFO - Epoch [86][400/2825] lr: 7.500e-05, eta: 12:09:58, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8544, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.3143 2020-10-03 18:57:50,862 - mmaction - INFO - Epoch [86][420/2825] lr: 7.500e-05, eta: 12:09:37, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8474, loss_cls: 1.4748, loss: 1.4748, grad_norm: 7.3607 2020-10-03 18:58:11,969 - mmaction - INFO - Epoch [86][440/2825] lr: 7.500e-05, eta: 12:09:17, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8487, loss_cls: 1.4586, loss: 1.4586, grad_norm: 7.3467 2020-10-03 18:58:32,134 - mmaction - INFO - Epoch [86][460/2825] lr: 7.500e-05, eta: 12:08:56, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8526, loss_cls: 1.4423, loss: 1.4423, grad_norm: 7.3791 2020-10-03 18:58:52,394 - mmaction - INFO - Epoch [86][480/2825] lr: 7.500e-05, eta: 12:08:35, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8398, loss_cls: 1.4728, loss: 1.4728, grad_norm: 7.4278 2020-10-03 18:59:12,141 - mmaction - INFO - Epoch [86][500/2825] lr: 7.500e-05, eta: 12:08:14, time: 0.987, data_time: 0.049, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8443, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.3328 2020-10-03 18:59:33,097 - mmaction - INFO - Epoch [86][520/2825] lr: 7.500e-05, eta: 12:07:53, time: 1.048, data_time: 0.068, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8508, loss_cls: 1.4387, loss: 1.4387, grad_norm: 7.4133 2020-10-03 18:59:53,520 - mmaction - INFO - Epoch [86][540/2825] lr: 7.500e-05, eta: 12:07:32, time: 1.020, data_time: 0.047, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8424, loss_cls: 1.4576, loss: 1.4576, grad_norm: 7.4126 2020-10-03 19:00:15,704 - mmaction - INFO - Epoch [86][560/2825] lr: 7.500e-05, eta: 12:07:11, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8458, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.5694 2020-10-03 19:00:37,186 - mmaction - INFO - Epoch [86][580/2825] lr: 7.500e-05, eta: 12:06:50, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8510, loss_cls: 1.4475, loss: 1.4475, grad_norm: 7.4586 2020-10-03 19:00:58,043 - mmaction - INFO - Epoch [86][600/2825] lr: 7.500e-05, eta: 12:06:29, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4820, loss: 1.4820, grad_norm: 7.4981 2020-10-03 19:01:18,656 - mmaction - INFO - Epoch [86][620/2825] lr: 7.500e-05, eta: 12:06:09, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8536, loss_cls: 1.4353, loss: 1.4353, grad_norm: 7.3338 2020-10-03 19:01:38,954 - mmaction - INFO - Epoch [86][640/2825] lr: 7.500e-05, eta: 12:05:48, time: 1.017, data_time: 0.004, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8456, loss_cls: 1.4860, loss: 1.4860, grad_norm: 7.4906 2020-10-03 19:01:58,909 - mmaction - INFO - Epoch [86][660/2825] lr: 7.500e-05, eta: 12:05:27, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8503, loss_cls: 1.4673, loss: 1.4673, grad_norm: 7.4307 2020-10-03 19:02:20,090 - mmaction - INFO - Epoch [86][680/2825] lr: 7.500e-05, eta: 12:05:06, time: 1.059, data_time: 0.139, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8479, loss_cls: 1.4918, loss: 1.4918, grad_norm: 7.4563 2020-10-03 19:02:41,020 - mmaction - INFO - Epoch [86][700/2825] lr: 7.500e-05, eta: 12:04:45, time: 1.047, data_time: 0.389, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8471, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.3794 2020-10-03 19:03:01,320 - mmaction - INFO - Epoch [86][720/2825] lr: 7.500e-05, eta: 12:04:24, time: 1.015, data_time: 0.139, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8581, loss_cls: 1.4181, loss: 1.4181, grad_norm: 7.1904 2020-10-03 19:03:23,384 - mmaction - INFO - Epoch [86][740/2825] lr: 7.500e-05, eta: 12:04:03, time: 1.103, data_time: 0.257, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8555, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.3225 2020-10-03 19:03:43,302 - mmaction - INFO - Epoch [86][760/2825] lr: 7.500e-05, eta: 12:03:42, time: 0.994, data_time: 0.378, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.2419 2020-10-03 19:04:04,132 - mmaction - INFO - Epoch [86][780/2825] lr: 7.500e-05, eta: 12:03:21, time: 1.041, data_time: 0.375, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8474, loss_cls: 1.4637, loss: 1.4637, grad_norm: 7.3450 2020-10-03 19:04:24,824 - mmaction - INFO - Epoch [86][800/2825] lr: 7.500e-05, eta: 12:03:00, time: 1.036, data_time: 0.252, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8560, loss_cls: 1.4165, loss: 1.4165, grad_norm: 7.3986 2020-10-03 19:04:45,435 - mmaction - INFO - Epoch [86][820/2825] lr: 7.500e-05, eta: 12:02:40, time: 1.029, data_time: 0.344, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8510, loss_cls: 1.4389, loss: 1.4389, grad_norm: 7.3689 2020-10-03 19:05:05,415 - mmaction - INFO - Epoch [86][840/2825] lr: 7.500e-05, eta: 12:02:19, time: 1.000, data_time: 0.311, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8484, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.4953 2020-10-03 19:05:26,186 - mmaction - INFO - Epoch [86][860/2825] lr: 7.500e-05, eta: 12:01:58, time: 1.039, data_time: 0.214, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8482, loss_cls: 1.4633, loss: 1.4633, grad_norm: 7.2998 2020-10-03 19:05:47,596 - mmaction - INFO - Epoch [86][880/2825] lr: 7.500e-05, eta: 12:01:37, time: 1.071, data_time: 0.145, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8484, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.3299 2020-10-03 19:06:07,758 - mmaction - INFO - Epoch [86][900/2825] lr: 7.500e-05, eta: 12:01:16, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8474, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.3675 2020-10-03 19:06:28,572 - mmaction - INFO - Epoch [86][920/2825] lr: 7.500e-05, eta: 12:00:55, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.4393, loss: 1.4393, grad_norm: 7.3908 2020-10-03 19:06:48,823 - mmaction - INFO - Epoch [86][940/2825] lr: 7.500e-05, eta: 12:00:34, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6747, top5_acc: 0.8607, loss_cls: 1.3819, loss: 1.3819, grad_norm: 7.2214 2020-10-03 19:07:09,595 - mmaction - INFO - Epoch [86][960/2825] lr: 7.500e-05, eta: 12:00:13, time: 1.040, data_time: 0.179, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8456, loss_cls: 1.4874, loss: 1.4874, grad_norm: 7.5989 2020-10-03 19:07:30,114 - mmaction - INFO - Epoch [86][980/2825] lr: 7.500e-05, eta: 11:59:52, time: 1.026, data_time: 0.197, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8464, loss_cls: 1.4455, loss: 1.4455, grad_norm: 7.4091 2020-10-03 19:07:51,247 - mmaction - INFO - Epoch [86][1000/2825] lr: 7.500e-05, eta: 11:59:31, time: 1.056, data_time: 0.115, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8505, loss_cls: 1.4635, loss: 1.4635, grad_norm: 7.4219 2020-10-03 19:08:11,208 - mmaction - INFO - Epoch [86][1020/2825] lr: 7.500e-05, eta: 11:59:10, time: 0.998, data_time: 0.081, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8526, loss_cls: 1.4236, loss: 1.4236, grad_norm: 7.3799 2020-10-03 19:08:31,796 - mmaction - INFO - Epoch [86][1040/2825] lr: 7.500e-05, eta: 11:58:49, time: 1.030, data_time: 0.194, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8440, loss_cls: 1.4770, loss: 1.4770, grad_norm: 7.4645 2020-10-03 19:08:52,835 - mmaction - INFO - Epoch [86][1060/2825] lr: 7.500e-05, eta: 11:58:29, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8552, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.2829 2020-10-03 19:09:13,047 - mmaction - INFO - Epoch [86][1080/2825] lr: 7.500e-05, eta: 11:58:08, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8331, loss_cls: 1.5479, loss: 1.5479, grad_norm: 7.5783 2020-10-03 19:09:34,394 - mmaction - INFO - Epoch [86][1100/2825] lr: 7.500e-05, eta: 11:57:47, time: 1.066, data_time: 0.007, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8552, loss_cls: 1.4164, loss: 1.4164, grad_norm: 7.3346 2020-10-03 19:09:55,075 - mmaction - INFO - Epoch [86][1120/2825] lr: 7.500e-05, eta: 11:57:26, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8518, loss_cls: 1.4657, loss: 1.4657, grad_norm: 7.3008 2020-10-03 19:10:16,040 - mmaction - INFO - Epoch [86][1140/2825] lr: 7.500e-05, eta: 11:57:05, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8628, loss_cls: 1.4152, loss: 1.4152, grad_norm: 7.2775 2020-10-03 19:10:36,420 - mmaction - INFO - Epoch [86][1160/2825] lr: 7.500e-05, eta: 11:56:44, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8560, loss_cls: 1.4396, loss: 1.4396, grad_norm: 7.2635 2020-10-03 19:10:57,317 - mmaction - INFO - Epoch [86][1180/2825] lr: 7.500e-05, eta: 11:56:23, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4885, loss: 1.4885, grad_norm: 7.6263 2020-10-03 19:11:17,569 - mmaction - INFO - Epoch [86][1200/2825] lr: 7.500e-05, eta: 11:56:02, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8409, loss_cls: 1.5046, loss: 1.5046, grad_norm: 7.5728 2020-10-03 19:11:38,377 - mmaction - INFO - Epoch [86][1220/2825] lr: 7.500e-05, eta: 11:55:41, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8529, loss_cls: 1.4688, loss: 1.4688, grad_norm: 7.5357 2020-10-03 19:12:00,089 - mmaction - INFO - Epoch [86][1240/2825] lr: 7.500e-05, eta: 11:55:21, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8406, loss_cls: 1.4869, loss: 1.4869, grad_norm: 7.3984 2020-10-03 19:12:19,421 - mmaction - INFO - Epoch [86][1260/2825] lr: 7.500e-05, eta: 11:55:00, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8406, loss_cls: 1.4775, loss: 1.4775, grad_norm: 7.5803 2020-10-03 19:12:39,808 - mmaction - INFO - Epoch [86][1280/2825] lr: 7.500e-05, eta: 11:54:39, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8549, loss_cls: 1.4214, loss: 1.4214, grad_norm: 7.2756 2020-10-03 19:13:01,486 - mmaction - INFO - Epoch [86][1300/2825] lr: 7.500e-05, eta: 11:54:18, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8487, loss_cls: 1.4850, loss: 1.4850, grad_norm: 7.4800 2020-10-03 19:13:21,201 - mmaction - INFO - Epoch [86][1320/2825] lr: 7.500e-05, eta: 11:53:57, time: 0.986, data_time: 0.001, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8487, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.4169 2020-10-03 19:13:41,638 - mmaction - INFO - Epoch [86][1340/2825] lr: 7.500e-05, eta: 11:53:36, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8531, loss_cls: 1.4384, loss: 1.4384, grad_norm: 7.4027 2020-10-03 19:14:02,175 - mmaction - INFO - Epoch [86][1360/2825] lr: 7.500e-05, eta: 11:53:15, time: 1.027, data_time: 0.175, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8547, loss_cls: 1.4222, loss: 1.4222, grad_norm: 7.3293 2020-10-03 19:14:23,159 - mmaction - INFO - Epoch [86][1380/2825] lr: 7.500e-05, eta: 11:52:54, time: 1.049, data_time: 0.156, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8589, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.4299 2020-10-03 19:14:44,510 - mmaction - INFO - Epoch [86][1400/2825] lr: 7.500e-05, eta: 11:52:33, time: 1.068, data_time: 0.021, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8471, loss_cls: 1.4718, loss: 1.4718, grad_norm: 7.4643 2020-10-03 19:15:05,950 - mmaction - INFO - Epoch [86][1420/2825] lr: 7.500e-05, eta: 11:52:13, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8542, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.4184 2020-10-03 19:15:25,457 - mmaction - INFO - Epoch [86][1440/2825] lr: 7.500e-05, eta: 11:51:51, time: 0.975, data_time: 0.002, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.5010, loss: 1.5010, grad_norm: 7.4974 2020-10-03 19:15:46,705 - mmaction - INFO - Epoch [86][1460/2825] lr: 7.500e-05, eta: 11:51:31, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8521, loss_cls: 1.4578, loss: 1.4578, grad_norm: 7.4182 2020-10-03 19:16:08,278 - mmaction - INFO - Epoch [86][1480/2825] lr: 7.500e-05, eta: 11:51:10, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6802, top5_acc: 0.8552, loss_cls: 1.3693, loss: 1.3693, grad_norm: 7.1706 2020-10-03 19:16:27,585 - mmaction - INFO - Epoch [86][1500/2825] lr: 7.500e-05, eta: 11:50:49, time: 0.965, data_time: 0.001, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8589, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.2775 2020-10-03 19:16:49,428 - mmaction - INFO - Epoch [86][1520/2825] lr: 7.500e-05, eta: 11:50:28, time: 1.093, data_time: 0.003, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8620, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.5030 2020-10-03 19:17:09,999 - mmaction - INFO - Epoch [86][1540/2825] lr: 7.500e-05, eta: 11:50:07, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8656, loss_cls: 1.3721, loss: 1.3721, grad_norm: 7.2660 2020-10-03 19:17:30,078 - mmaction - INFO - Epoch [86][1560/2825] lr: 7.500e-05, eta: 11:49:46, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8578, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.2820 2020-10-03 19:17:50,388 - mmaction - INFO - Epoch [86][1580/2825] lr: 7.500e-05, eta: 11:49:25, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4314, loss: 1.4314, grad_norm: 7.3881 2020-10-03 19:18:11,150 - mmaction - INFO - Epoch [86][1600/2825] lr: 7.500e-05, eta: 11:49:04, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4850, loss: 1.4850, grad_norm: 7.4597 2020-10-03 19:18:32,077 - mmaction - INFO - Epoch [86][1620/2825] lr: 7.500e-05, eta: 11:48:43, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8612, loss_cls: 1.4063, loss: 1.4063, grad_norm: 7.3484 2020-10-03 19:18:52,451 - mmaction - INFO - Epoch [86][1640/2825] lr: 7.500e-05, eta: 11:48:22, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8565, loss_cls: 1.4349, loss: 1.4349, grad_norm: 7.3709 2020-10-03 19:19:12,361 - mmaction - INFO - Epoch [86][1660/2825] lr: 7.500e-05, eta: 11:48:01, time: 0.996, data_time: 0.172, memory: 8353, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.5012, loss: 1.5012, grad_norm: 7.5517 2020-10-03 19:19:33,394 - mmaction - INFO - Epoch [86][1680/2825] lr: 7.500e-05, eta: 11:47:41, time: 1.052, data_time: 0.255, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8437, loss_cls: 1.5126, loss: 1.5126, grad_norm: 7.5526 2020-10-03 19:19:54,525 - mmaction - INFO - Epoch [86][1700/2825] lr: 7.500e-05, eta: 11:47:20, time: 1.056, data_time: 0.123, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8516, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.3324 2020-10-03 19:20:14,565 - mmaction - INFO - Epoch [86][1720/2825] lr: 7.500e-05, eta: 11:46:59, time: 1.002, data_time: 0.075, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8409, loss_cls: 1.5051, loss: 1.5051, grad_norm: 7.6181 2020-10-03 19:20:35,654 - mmaction - INFO - Epoch [86][1740/2825] lr: 7.500e-05, eta: 11:46:38, time: 1.054, data_time: 0.166, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8471, loss_cls: 1.4823, loss: 1.4823, grad_norm: 7.5557 2020-10-03 19:20:56,073 - mmaction - INFO - Epoch [86][1760/2825] lr: 7.500e-05, eta: 11:46:17, time: 1.020, data_time: 0.046, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8560, loss_cls: 1.4267, loss: 1.4267, grad_norm: 7.3811 2020-10-03 19:21:15,982 - mmaction - INFO - Epoch [86][1780/2825] lr: 7.500e-05, eta: 11:45:56, time: 0.997, data_time: 0.157, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8445, loss_cls: 1.4523, loss: 1.4523, grad_norm: 7.3846 2020-10-03 19:21:37,007 - mmaction - INFO - Epoch [86][1800/2825] lr: 7.500e-05, eta: 11:45:35, time: 1.051, data_time: 0.350, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8526, loss_cls: 1.4370, loss: 1.4370, grad_norm: 7.4658 2020-10-03 19:21:56,849 - mmaction - INFO - Epoch [86][1820/2825] lr: 7.500e-05, eta: 11:45:14, time: 0.992, data_time: 0.253, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8448, loss_cls: 1.4954, loss: 1.4954, grad_norm: 7.5529 2020-10-03 19:22:18,888 - mmaction - INFO - Epoch [86][1840/2825] lr: 7.500e-05, eta: 11:44:53, time: 1.101, data_time: 0.333, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8570, loss_cls: 1.4409, loss: 1.4409, grad_norm: 7.4434 2020-10-03 19:22:39,229 - mmaction - INFO - Epoch [86][1860/2825] lr: 7.500e-05, eta: 11:44:32, time: 1.018, data_time: 0.174, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.4139, loss: 1.4139, grad_norm: 7.4414 2020-10-03 19:22:59,998 - mmaction - INFO - Epoch [86][1880/2825] lr: 7.500e-05, eta: 11:44:12, time: 1.039, data_time: 0.051, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8552, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.4936 2020-10-03 19:23:21,484 - mmaction - INFO - Epoch [86][1900/2825] lr: 7.500e-05, eta: 11:43:51, time: 1.073, data_time: 0.065, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8497, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.3400 2020-10-03 19:23:41,500 - mmaction - INFO - Epoch [86][1920/2825] lr: 7.500e-05, eta: 11:43:30, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8516, loss_cls: 1.4500, loss: 1.4500, grad_norm: 7.4528 2020-10-03 19:24:02,651 - mmaction - INFO - Epoch [86][1940/2825] lr: 7.500e-05, eta: 11:43:09, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8414, loss_cls: 1.4999, loss: 1.4999, grad_norm: 7.5553 2020-10-03 19:24:22,008 - mmaction - INFO - Epoch [86][1960/2825] lr: 7.500e-05, eta: 11:42:48, time: 0.968, data_time: 0.046, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8477, loss_cls: 1.4499, loss: 1.4499, grad_norm: 7.4794 2020-10-03 19:24:43,184 - mmaction - INFO - Epoch [86][1980/2825] lr: 7.500e-05, eta: 11:42:27, time: 1.058, data_time: 0.005, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8484, loss_cls: 1.4837, loss: 1.4837, grad_norm: 7.5840 2020-10-03 19:25:05,532 - mmaction - INFO - Epoch [86][2000/2825] lr: 7.500e-05, eta: 11:42:06, time: 1.118, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8391, loss_cls: 1.4580, loss: 1.4580, grad_norm: 7.2929 2020-10-03 19:25:25,266 - mmaction - INFO - Epoch [86][2020/2825] lr: 7.500e-05, eta: 11:41:45, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8417, loss_cls: 1.5174, loss: 1.5174, grad_norm: 7.6687 2020-10-03 19:25:47,277 - mmaction - INFO - Epoch [86][2040/2825] lr: 7.500e-05, eta: 11:41:25, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8521, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.3157 2020-10-03 19:26:05,956 - mmaction - INFO - Epoch [86][2060/2825] lr: 7.500e-05, eta: 11:41:03, time: 0.934, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8505, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.2481 2020-10-03 19:26:27,510 - mmaction - INFO - Epoch [86][2080/2825] lr: 7.500e-05, eta: 11:40:43, time: 1.078, data_time: 0.064, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8469, loss_cls: 1.4759, loss: 1.4759, grad_norm: 7.5141 2020-10-03 19:26:48,463 - mmaction - INFO - Epoch [86][2100/2825] lr: 7.500e-05, eta: 11:40:22, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8521, loss_cls: 1.4176, loss: 1.4176, grad_norm: 7.3491 2020-10-03 19:27:08,431 - mmaction - INFO - Epoch [86][2120/2825] lr: 7.500e-05, eta: 11:40:01, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8555, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.3649 2020-10-03 19:27:29,194 - mmaction - INFO - Epoch [86][2140/2825] lr: 7.500e-05, eta: 11:39:40, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8591, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.4550 2020-10-03 19:27:49,690 - mmaction - INFO - Epoch [86][2160/2825] lr: 7.500e-05, eta: 11:39:19, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8404, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.2950 2020-10-03 19:28:10,452 - mmaction - INFO - Epoch [86][2180/2825] lr: 7.500e-05, eta: 11:38:58, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8490, loss_cls: 1.4607, loss: 1.4607, grad_norm: 7.4677 2020-10-03 19:28:30,815 - mmaction - INFO - Epoch [86][2200/2825] lr: 7.500e-05, eta: 11:38:37, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8495, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.4382 2020-10-03 19:28:51,647 - mmaction - INFO - Epoch [86][2220/2825] lr: 7.500e-05, eta: 11:38:16, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8505, loss_cls: 1.4381, loss: 1.4381, grad_norm: 7.3795 2020-10-03 19:29:13,365 - mmaction - INFO - Epoch [86][2240/2825] lr: 7.500e-05, eta: 11:37:56, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8542, loss_cls: 1.4218, loss: 1.4218, grad_norm: 7.1925 2020-10-03 19:29:33,709 - mmaction - INFO - Epoch [86][2260/2825] lr: 7.500e-05, eta: 11:37:35, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8461, loss_cls: 1.4887, loss: 1.4887, grad_norm: 7.5051 2020-10-03 19:29:54,759 - mmaction - INFO - Epoch [86][2280/2825] lr: 7.500e-05, eta: 11:37:14, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6404, top5_acc: 0.8510, loss_cls: 1.4801, loss: 1.4801, grad_norm: 7.4631 2020-10-03 19:30:16,806 - mmaction - INFO - Epoch [86][2300/2825] lr: 7.500e-05, eta: 11:36:53, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8448, loss_cls: 1.4693, loss: 1.4693, grad_norm: 7.3964 2020-10-03 19:30:37,479 - mmaction - INFO - Epoch [86][2320/2825] lr: 7.500e-05, eta: 11:36:32, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8448, loss_cls: 1.4642, loss: 1.4642, grad_norm: 7.4784 2020-10-03 19:30:59,439 - mmaction - INFO - Epoch [86][2340/2825] lr: 7.500e-05, eta: 11:36:12, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8474, loss_cls: 1.4756, loss: 1.4756, grad_norm: 7.6356 2020-10-03 19:31:19,866 - mmaction - INFO - Epoch [86][2360/2825] lr: 7.500e-05, eta: 11:35:51, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4824, loss: 1.4824, grad_norm: 7.4273 2020-10-03 19:31:39,386 - mmaction - INFO - Epoch [86][2380/2825] lr: 7.500e-05, eta: 11:35:30, time: 0.976, data_time: 0.001, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8464, loss_cls: 1.4934, loss: 1.4934, grad_norm: 7.4792 2020-10-03 19:31:59,878 - mmaction - INFO - Epoch [86][2400/2825] lr: 7.500e-05, eta: 11:35:09, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8547, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.4743 2020-10-03 19:32:20,063 - mmaction - INFO - Epoch [86][2420/2825] lr: 7.500e-05, eta: 11:34:48, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8505, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.5023 2020-10-03 19:32:41,850 - mmaction - INFO - Epoch [86][2440/2825] lr: 7.500e-05, eta: 11:34:27, time: 1.089, data_time: 0.003, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8474, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.6266 2020-10-03 19:33:02,917 - mmaction - INFO - Epoch [86][2460/2825] lr: 7.500e-05, eta: 11:34:06, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8490, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.3620 2020-10-03 19:33:23,271 - mmaction - INFO - Epoch [86][2480/2825] lr: 7.500e-05, eta: 11:33:45, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8521, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.3218 2020-10-03 19:33:44,834 - mmaction - INFO - Epoch [86][2500/2825] lr: 7.500e-05, eta: 11:33:24, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8516, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.3551 2020-10-03 19:34:05,584 - mmaction - INFO - Epoch [86][2520/2825] lr: 7.500e-05, eta: 11:33:03, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8490, loss_cls: 1.4352, loss: 1.4352, grad_norm: 7.3620 2020-10-03 19:34:25,283 - mmaction - INFO - Epoch [86][2540/2825] lr: 7.500e-05, eta: 11:32:42, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8411, loss_cls: 1.5109, loss: 1.5109, grad_norm: 7.7389 2020-10-03 19:34:46,975 - mmaction - INFO - Epoch [86][2560/2825] lr: 7.500e-05, eta: 11:32:22, time: 1.086, data_time: 0.003, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8427, loss_cls: 1.5034, loss: 1.5034, grad_norm: 7.4550 2020-10-03 19:35:07,598 - mmaction - INFO - Epoch [86][2580/2825] lr: 7.500e-05, eta: 11:32:01, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8482, loss_cls: 1.4388, loss: 1.4388, grad_norm: 7.4663 2020-10-03 19:35:27,328 - mmaction - INFO - Epoch [86][2600/2825] lr: 7.500e-05, eta: 11:31:40, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8508, loss_cls: 1.4393, loss: 1.4393, grad_norm: 7.3285 2020-10-03 19:35:48,011 - mmaction - INFO - Epoch [86][2620/2825] lr: 7.500e-05, eta: 11:31:19, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8617, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.3211 2020-10-03 19:36:08,835 - mmaction - INFO - Epoch [86][2640/2825] lr: 7.500e-05, eta: 11:30:58, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8417, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.4587 2020-10-03 19:36:29,709 - mmaction - INFO - Epoch [86][2660/2825] lr: 7.500e-05, eta: 11:30:37, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8458, loss_cls: 1.4975, loss: 1.4975, grad_norm: 7.4822 2020-10-03 19:36:51,094 - mmaction - INFO - Epoch [86][2680/2825] lr: 7.500e-05, eta: 11:30:16, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8448, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.3554 2020-10-03 19:37:12,837 - mmaction - INFO - Epoch [86][2700/2825] lr: 7.500e-05, eta: 11:29:56, time: 1.088, data_time: 0.003, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8451, loss_cls: 1.4866, loss: 1.4866, grad_norm: 7.4794 2020-10-03 19:37:31,909 - mmaction - INFO - Epoch [86][2720/2825] lr: 7.500e-05, eta: 11:29:34, time: 0.953, data_time: 0.001, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8487, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.2351 2020-10-03 19:37:53,606 - mmaction - INFO - Epoch [86][2740/2825] lr: 7.500e-05, eta: 11:29:14, time: 1.085, data_time: 0.014, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4772, loss: 1.4772, grad_norm: 7.4648 2020-10-03 19:38:13,767 - mmaction - INFO - Epoch [86][2760/2825] lr: 7.500e-05, eta: 11:28:53, time: 1.008, data_time: 0.091, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8568, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.4065 2020-10-03 19:38:34,084 - mmaction - INFO - Epoch [86][2780/2825] lr: 7.500e-05, eta: 11:28:32, time: 1.015, data_time: 0.139, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8529, loss_cls: 1.4514, loss: 1.4514, grad_norm: 7.4004 2020-10-03 19:38:55,676 - mmaction - INFO - Epoch [86][2800/2825] lr: 7.500e-05, eta: 11:28:11, time: 1.080, data_time: 0.031, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8490, loss_cls: 1.4389, loss: 1.4389, grad_norm: 7.3299 2020-10-03 19:39:16,117 - mmaction - INFO - Epoch [86][2820/2825] lr: 7.500e-05, eta: 11:27:50, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8536, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.3891 2020-10-03 19:39:22,081 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-10-03 19:40:10,375 - mmaction - INFO - Epoch [87][20/2825] lr: 7.500e-05, eta: 11:27:27, time: 2.330, data_time: 1.339, memory: 8353, top1_acc: 0.6758, top5_acc: 0.8565, loss_cls: 1.3922, loss: 1.3922, grad_norm: 7.1253 2020-10-03 19:40:31,666 - mmaction - INFO - Epoch [87][40/2825] lr: 7.500e-05, eta: 11:27:07, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.5146 2020-10-03 19:40:52,948 - mmaction - INFO - Epoch [87][60/2825] lr: 7.500e-05, eta: 11:26:46, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8469, loss_cls: 1.4806, loss: 1.4806, grad_norm: 7.4933 2020-10-03 19:41:13,818 - mmaction - INFO - Epoch [87][80/2825] lr: 7.500e-05, eta: 11:26:25, time: 1.044, data_time: 0.003, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8458, loss_cls: 1.4790, loss: 1.4790, grad_norm: 7.5059 2020-10-03 19:41:34,952 - mmaction - INFO - Epoch [87][100/2825] lr: 7.500e-05, eta: 11:26:04, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8461, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.3841 2020-10-03 19:41:56,051 - mmaction - INFO - Epoch [87][120/2825] lr: 7.500e-05, eta: 11:25:43, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8375, loss_cls: 1.5071, loss: 1.5071, grad_norm: 7.5252 2020-10-03 19:42:16,747 - mmaction - INFO - Epoch [87][140/2825] lr: 7.500e-05, eta: 11:25:22, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.3073 2020-10-03 19:42:36,726 - mmaction - INFO - Epoch [87][160/2825] lr: 7.500e-05, eta: 11:25:01, time: 0.998, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8529, loss_cls: 1.4402, loss: 1.4402, grad_norm: 7.3997 2020-10-03 19:42:57,950 - mmaction - INFO - Epoch [87][180/2825] lr: 7.500e-05, eta: 11:24:40, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8560, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.4592 2020-10-03 19:43:18,563 - mmaction - INFO - Epoch [87][200/2825] lr: 7.500e-05, eta: 11:24:20, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8458, loss_cls: 1.4591, loss: 1.4591, grad_norm: 7.4993 2020-10-03 19:43:39,108 - mmaction - INFO - Epoch [87][220/2825] lr: 7.500e-05, eta: 11:23:59, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8630, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.3979 2020-10-03 19:44:00,070 - mmaction - INFO - Epoch [87][240/2825] lr: 7.500e-05, eta: 11:23:38, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4566, loss: 1.4566, grad_norm: 7.6345 2020-10-03 19:44:20,668 - mmaction - INFO - Epoch [87][260/2825] lr: 7.500e-05, eta: 11:23:17, time: 1.029, data_time: 0.037, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4405, loss: 1.4405, grad_norm: 7.5243 2020-10-03 19:44:40,376 - mmaction - INFO - Epoch [87][280/2825] lr: 7.500e-05, eta: 11:22:56, time: 0.985, data_time: 0.289, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8466, loss_cls: 1.4536, loss: 1.4536, grad_norm: 7.4630 2020-10-03 19:45:01,245 - mmaction - INFO - Epoch [87][300/2825] lr: 7.500e-05, eta: 11:22:35, time: 1.044, data_time: 0.074, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8510, loss_cls: 1.4706, loss: 1.4706, grad_norm: 7.3549 2020-10-03 19:45:23,343 - mmaction - INFO - Epoch [87][320/2825] lr: 7.500e-05, eta: 11:22:14, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8557, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.3698 2020-10-03 19:45:44,735 - mmaction - INFO - Epoch [87][340/2825] lr: 7.500e-05, eta: 11:21:53, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4724, loss: 1.4724, grad_norm: 7.5512 2020-10-03 19:46:04,967 - mmaction - INFO - Epoch [87][360/2825] lr: 7.500e-05, eta: 11:21:33, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8573, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.4138 2020-10-03 19:46:25,791 - mmaction - INFO - Epoch [87][380/2825] lr: 7.500e-05, eta: 11:21:12, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8576, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.3697 2020-10-03 19:46:46,395 - mmaction - INFO - Epoch [87][400/2825] lr: 7.500e-05, eta: 11:20:51, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8484, loss_cls: 1.4633, loss: 1.4633, grad_norm: 7.5046 2020-10-03 19:47:07,051 - mmaction - INFO - Epoch [87][420/2825] lr: 7.500e-05, eta: 11:20:30, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8503, loss_cls: 1.4793, loss: 1.4793, grad_norm: 7.5167 2020-10-03 19:47:28,370 - mmaction - INFO - Epoch [87][440/2825] lr: 7.500e-05, eta: 11:20:09, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8464, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.5326 2020-10-03 19:47:50,125 - mmaction - INFO - Epoch [87][460/2825] lr: 7.500e-05, eta: 11:19:48, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8521, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.5178 2020-10-03 19:48:10,847 - mmaction - INFO - Epoch [87][480/2825] lr: 7.500e-05, eta: 11:19:27, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8448, loss_cls: 1.4500, loss: 1.4500, grad_norm: 7.2914 2020-10-03 19:48:31,379 - mmaction - INFO - Epoch [87][500/2825] lr: 7.500e-05, eta: 11:19:06, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8440, loss_cls: 1.4610, loss: 1.4610, grad_norm: 7.4473 2020-10-03 19:48:50,971 - mmaction - INFO - Epoch [87][520/2825] lr: 7.500e-05, eta: 11:18:45, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4654, loss: 1.4654, grad_norm: 7.3035 2020-10-03 19:49:10,724 - mmaction - INFO - Epoch [87][540/2825] lr: 7.500e-05, eta: 11:18:24, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4378, loss: 1.4378, grad_norm: 7.4995 2020-10-03 19:49:32,191 - mmaction - INFO - Epoch [87][560/2825] lr: 7.500e-05, eta: 11:18:04, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8531, loss_cls: 1.4346, loss: 1.4346, grad_norm: 7.5847 2020-10-03 19:49:53,057 - mmaction - INFO - Epoch [87][580/2825] lr: 7.500e-05, eta: 11:17:43, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8443, loss_cls: 1.4689, loss: 1.4689, grad_norm: 7.4087 2020-10-03 19:50:14,057 - mmaction - INFO - Epoch [87][600/2825] lr: 7.500e-05, eta: 11:17:22, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8503, loss_cls: 1.4425, loss: 1.4425, grad_norm: 7.5329 2020-10-03 19:50:35,314 - mmaction - INFO - Epoch [87][620/2825] lr: 7.500e-05, eta: 11:17:01, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6758, top5_acc: 0.8513, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.1550 2020-10-03 19:50:55,657 - mmaction - INFO - Epoch [87][640/2825] lr: 7.500e-05, eta: 11:16:40, time: 1.017, data_time: 0.016, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.3941 2020-10-03 19:51:16,278 - mmaction - INFO - Epoch [87][660/2825] lr: 7.500e-05, eta: 11:16:19, time: 1.030, data_time: 0.042, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8448, loss_cls: 1.4715, loss: 1.4715, grad_norm: 7.5192 2020-10-03 19:51:37,588 - mmaction - INFO - Epoch [87][680/2825] lr: 7.500e-05, eta: 11:15:58, time: 1.066, data_time: 0.012, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8495, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.5818 2020-10-03 19:51:57,648 - mmaction - INFO - Epoch [87][700/2825] lr: 7.500e-05, eta: 11:15:37, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8521, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.4521 2020-10-03 19:52:18,278 - mmaction - INFO - Epoch [87][720/2825] lr: 7.500e-05, eta: 11:15:16, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8505, loss_cls: 1.4534, loss: 1.4534, grad_norm: 7.5058 2020-10-03 19:52:40,123 - mmaction - INFO - Epoch [87][740/2825] lr: 7.500e-05, eta: 11:14:56, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6760, top5_acc: 0.8674, loss_cls: 1.3434, loss: 1.3434, grad_norm: 7.1803 2020-10-03 19:52:59,927 - mmaction - INFO - Epoch [87][760/2825] lr: 7.500e-05, eta: 11:14:35, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8542, loss_cls: 1.4394, loss: 1.4394, grad_norm: 7.5834 2020-10-03 19:53:20,240 - mmaction - INFO - Epoch [87][780/2825] lr: 7.500e-05, eta: 11:14:14, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8557, loss_cls: 1.4076, loss: 1.4076, grad_norm: 7.4285 2020-10-03 19:53:40,925 - mmaction - INFO - Epoch [87][800/2825] lr: 7.500e-05, eta: 11:13:53, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8531, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.4047 2020-10-03 19:54:01,725 - mmaction - INFO - Epoch [87][820/2825] lr: 7.500e-05, eta: 11:13:32, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8510, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.3529 2020-10-03 19:54:22,676 - mmaction - INFO - Epoch [87][840/2825] lr: 7.500e-05, eta: 11:13:11, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4254, loss: 1.4254, grad_norm: 7.4538 2020-10-03 19:54:42,619 - mmaction - INFO - Epoch [87][860/2825] lr: 7.500e-05, eta: 11:12:50, time: 0.998, data_time: 0.003, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8503, loss_cls: 1.4488, loss: 1.4488, grad_norm: 7.5151 2020-10-03 19:55:03,452 - mmaction - INFO - Epoch [87][880/2825] lr: 7.500e-05, eta: 11:12:29, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8471, loss_cls: 1.4915, loss: 1.4915, grad_norm: 7.4985 2020-10-03 19:55:23,231 - mmaction - INFO - Epoch [87][900/2825] lr: 7.500e-05, eta: 11:12:08, time: 0.990, data_time: 0.003, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.4259 2020-10-03 19:55:44,458 - mmaction - INFO - Epoch [87][920/2825] lr: 7.500e-05, eta: 11:11:47, time: 1.060, data_time: 0.050, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8471, loss_cls: 1.4671, loss: 1.4671, grad_norm: 7.4829 2020-10-03 19:56:05,696 - mmaction - INFO - Epoch [87][940/2825] lr: 7.500e-05, eta: 11:11:27, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6737, top5_acc: 0.8565, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.3582 2020-10-03 19:56:26,044 - mmaction - INFO - Epoch [87][960/2825] lr: 7.500e-05, eta: 11:11:06, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8443, loss_cls: 1.4523, loss: 1.4523, grad_norm: 7.4888 2020-10-03 19:56:46,173 - mmaction - INFO - Epoch [87][980/2825] lr: 7.500e-05, eta: 11:10:45, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8685, loss_cls: 1.3721, loss: 1.3721, grad_norm: 7.2552 2020-10-03 19:57:07,579 - mmaction - INFO - Epoch [87][1000/2825] lr: 7.500e-05, eta: 11:10:24, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8586, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.4091 2020-10-03 19:57:28,503 - mmaction - INFO - Epoch [87][1020/2825] lr: 7.500e-05, eta: 11:10:03, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8461, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.4964 2020-10-03 19:57:48,098 - mmaction - INFO - Epoch [87][1040/2825] lr: 7.500e-05, eta: 11:09:42, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8448, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.5523 2020-10-03 19:58:10,142 - mmaction - INFO - Epoch [87][1060/2825] lr: 7.500e-05, eta: 11:09:21, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8578, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.3227 2020-10-03 19:58:29,929 - mmaction - INFO - Epoch [87][1080/2825] lr: 7.500e-05, eta: 11:09:00, time: 0.989, data_time: 0.111, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8596, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.4734 2020-10-03 19:58:50,101 - mmaction - INFO - Epoch [87][1100/2825] lr: 7.500e-05, eta: 11:08:39, time: 1.009, data_time: 0.053, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8419, loss_cls: 1.5055, loss: 1.5055, grad_norm: 7.6572 2020-10-03 19:59:12,214 - mmaction - INFO - Epoch [87][1120/2825] lr: 7.500e-05, eta: 11:08:19, time: 1.105, data_time: 0.372, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8487, loss_cls: 1.4234, loss: 1.4234, grad_norm: 7.2695 2020-10-03 19:59:32,310 - mmaction - INFO - Epoch [87][1140/2825] lr: 7.500e-05, eta: 11:07:58, time: 1.006, data_time: 0.232, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8536, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.3204 2020-10-03 19:59:52,974 - mmaction - INFO - Epoch [87][1160/2825] lr: 7.500e-05, eta: 11:07:37, time: 1.033, data_time: 0.166, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8521, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.3761 2020-10-03 20:00:15,521 - mmaction - INFO - Epoch [87][1180/2825] lr: 7.500e-05, eta: 11:07:16, time: 1.128, data_time: 0.401, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8503, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.4584 2020-10-03 20:00:36,557 - mmaction - INFO - Epoch [87][1200/2825] lr: 7.500e-05, eta: 11:06:55, time: 1.052, data_time: 0.337, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8529, loss_cls: 1.4479, loss: 1.4479, grad_norm: 7.5755 2020-10-03 20:00:57,052 - mmaction - INFO - Epoch [87][1220/2825] lr: 7.500e-05, eta: 11:06:34, time: 1.024, data_time: 0.331, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8516, loss_cls: 1.4276, loss: 1.4276, grad_norm: 7.3256 2020-10-03 20:01:17,270 - mmaction - INFO - Epoch [87][1240/2825] lr: 7.500e-05, eta: 11:06:13, time: 1.011, data_time: 0.285, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8456, loss_cls: 1.4428, loss: 1.4428, grad_norm: 7.4163 2020-10-03 20:01:38,357 - mmaction - INFO - Epoch [87][1260/2825] lr: 7.500e-05, eta: 11:05:52, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8492, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.3451 2020-10-03 20:01:59,388 - mmaction - INFO - Epoch [87][1280/2825] lr: 7.500e-05, eta: 11:05:32, time: 1.052, data_time: 0.257, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.4036 2020-10-03 20:02:19,952 - mmaction - INFO - Epoch [87][1300/2825] lr: 7.500e-05, eta: 11:05:11, time: 1.028, data_time: 0.026, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8492, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.5665 2020-10-03 20:02:40,596 - mmaction - INFO - Epoch [87][1320/2825] lr: 7.500e-05, eta: 11:04:50, time: 1.032, data_time: 0.082, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8477, loss_cls: 1.4746, loss: 1.4746, grad_norm: 7.4380 2020-10-03 20:03:01,137 - mmaction - INFO - Epoch [87][1340/2825] lr: 7.500e-05, eta: 11:04:29, time: 1.027, data_time: 0.065, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8542, loss_cls: 1.4803, loss: 1.4803, grad_norm: 7.5381 2020-10-03 20:03:21,288 - mmaction - INFO - Epoch [87][1360/2825] lr: 7.500e-05, eta: 11:04:08, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8451, loss_cls: 1.4742, loss: 1.4742, grad_norm: 7.4237 2020-10-03 20:03:42,359 - mmaction - INFO - Epoch [87][1380/2825] lr: 7.500e-05, eta: 11:03:47, time: 1.055, data_time: 0.281, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8518, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.4856 2020-10-03 20:04:02,309 - mmaction - INFO - Epoch [87][1400/2825] lr: 7.500e-05, eta: 11:03:26, time: 0.998, data_time: 0.189, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8435, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.5363 2020-10-03 20:04:23,457 - mmaction - INFO - Epoch [87][1420/2825] lr: 7.500e-05, eta: 11:03:05, time: 1.056, data_time: 0.418, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8542, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.5514 2020-10-03 20:04:44,028 - mmaction - INFO - Epoch [87][1440/2825] lr: 7.500e-05, eta: 11:02:44, time: 1.029, data_time: 0.345, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8409, loss_cls: 1.4780, loss: 1.4780, grad_norm: 7.5211 2020-10-03 20:05:03,784 - mmaction - INFO - Epoch [87][1460/2825] lr: 7.500e-05, eta: 11:02:23, time: 0.989, data_time: 0.369, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8516, loss_cls: 1.4423, loss: 1.4423, grad_norm: 7.3382 2020-10-03 20:05:24,690 - mmaction - INFO - Epoch [87][1480/2825] lr: 7.500e-05, eta: 11:02:02, time: 1.045, data_time: 0.351, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8591, loss_cls: 1.3869, loss: 1.3869, grad_norm: 7.3721 2020-10-03 20:05:45,170 - mmaction - INFO - Epoch [87][1500/2825] lr: 7.500e-05, eta: 11:01:42, time: 1.024, data_time: 0.058, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8503, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.4132 2020-10-03 20:06:06,013 - mmaction - INFO - Epoch [87][1520/2825] lr: 7.500e-05, eta: 11:01:21, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8383, loss_cls: 1.5200, loss: 1.5200, grad_norm: 7.5271 2020-10-03 20:06:27,199 - mmaction - INFO - Epoch [87][1540/2825] lr: 7.500e-05, eta: 11:01:00, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8586, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.3053 2020-10-03 20:06:47,396 - mmaction - INFO - Epoch [87][1560/2825] lr: 7.500e-05, eta: 11:00:39, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8471, loss_cls: 1.4839, loss: 1.4839, grad_norm: 7.6627 2020-10-03 20:07:08,324 - mmaction - INFO - Epoch [87][1580/2825] lr: 7.500e-05, eta: 11:00:18, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8469, loss_cls: 1.4780, loss: 1.4780, grad_norm: 7.5240 2020-10-03 20:07:28,926 - mmaction - INFO - Epoch [87][1600/2825] lr: 7.500e-05, eta: 10:59:57, time: 1.031, data_time: 0.021, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8354, loss_cls: 1.5213, loss: 1.5213, grad_norm: 7.5512 2020-10-03 20:07:49,871 - mmaction - INFO - Epoch [87][1620/2825] lr: 7.500e-05, eta: 10:59:36, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8531, loss_cls: 1.4398, loss: 1.4398, grad_norm: 7.4730 2020-10-03 20:08:08,973 - mmaction - INFO - Epoch [87][1640/2825] lr: 7.500e-05, eta: 10:59:15, time: 0.955, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4699, loss: 1.4699, grad_norm: 7.5114 2020-10-03 20:08:30,364 - mmaction - INFO - Epoch [87][1660/2825] lr: 7.500e-05, eta: 10:58:54, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8443, loss_cls: 1.4910, loss: 1.4910, grad_norm: 7.5726 2020-10-03 20:08:50,434 - mmaction - INFO - Epoch [87][1680/2825] lr: 7.500e-05, eta: 10:58:33, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8497, loss_cls: 1.4411, loss: 1.4411, grad_norm: 7.4845 2020-10-03 20:09:12,052 - mmaction - INFO - Epoch [87][1700/2825] lr: 7.500e-05, eta: 10:58:13, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8495, loss_cls: 1.4742, loss: 1.4742, grad_norm: 7.3964 2020-10-03 20:09:31,822 - mmaction - INFO - Epoch [87][1720/2825] lr: 7.500e-05, eta: 10:57:52, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8443, loss_cls: 1.4825, loss: 1.4825, grad_norm: 7.3960 2020-10-03 20:09:52,637 - mmaction - INFO - Epoch [87][1740/2825] lr: 7.500e-05, eta: 10:57:31, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8529, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.4734 2020-10-03 20:10:12,831 - mmaction - INFO - Epoch [87][1760/2825] lr: 7.500e-05, eta: 10:57:10, time: 1.010, data_time: 0.076, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4740, loss: 1.4740, grad_norm: 7.5674 2020-10-03 20:10:33,974 - mmaction - INFO - Epoch [87][1780/2825] lr: 7.500e-05, eta: 10:56:49, time: 1.057, data_time: 0.387, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8487, loss_cls: 1.4449, loss: 1.4449, grad_norm: 7.4318 2020-10-03 20:10:54,536 - mmaction - INFO - Epoch [87][1800/2825] lr: 7.500e-05, eta: 10:56:28, time: 1.029, data_time: 0.366, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8529, loss_cls: 1.4334, loss: 1.4334, grad_norm: 7.5269 2020-10-03 20:11:15,086 - mmaction - INFO - Epoch [87][1820/2825] lr: 7.500e-05, eta: 10:56:07, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.2560 2020-10-03 20:11:36,071 - mmaction - INFO - Epoch [87][1840/2825] lr: 7.500e-05, eta: 10:55:46, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6352, top5_acc: 0.8333, loss_cls: 1.5254, loss: 1.5254, grad_norm: 7.6296 2020-10-03 20:11:56,882 - mmaction - INFO - Epoch [87][1860/2825] lr: 7.500e-05, eta: 10:55:25, time: 1.040, data_time: 0.018, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8552, loss_cls: 1.4122, loss: 1.4122, grad_norm: 7.3675 2020-10-03 20:12:16,642 - mmaction - INFO - Epoch [87][1880/2825] lr: 7.500e-05, eta: 10:55:04, time: 0.989, data_time: 0.003, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4561, loss: 1.4561, grad_norm: 7.6093 2020-10-03 20:12:37,561 - mmaction - INFO - Epoch [87][1900/2825] lr: 7.500e-05, eta: 10:54:43, time: 1.046, data_time: 0.177, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8513, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.4433 2020-10-03 20:12:58,637 - mmaction - INFO - Epoch [87][1920/2825] lr: 7.500e-05, eta: 10:54:23, time: 1.054, data_time: 0.059, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8534, loss_cls: 1.4595, loss: 1.4595, grad_norm: 7.3243 2020-10-03 20:13:19,897 - mmaction - INFO - Epoch [87][1940/2825] lr: 7.500e-05, eta: 10:54:02, time: 1.064, data_time: 0.135, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8497, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.4160 2020-10-03 20:13:40,261 - mmaction - INFO - Epoch [87][1960/2825] lr: 7.500e-05, eta: 10:53:41, time: 1.017, data_time: 0.332, memory: 8353, top1_acc: 0.6755, top5_acc: 0.8542, loss_cls: 1.3879, loss: 1.3879, grad_norm: 7.3043 2020-10-03 20:14:01,311 - mmaction - INFO - Epoch [87][1980/2825] lr: 7.500e-05, eta: 10:53:20, time: 1.053, data_time: 0.437, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8435, loss_cls: 1.4701, loss: 1.4701, grad_norm: 7.4429 2020-10-03 20:14:21,589 - mmaction - INFO - Epoch [87][2000/2825] lr: 7.500e-05, eta: 10:52:59, time: 1.013, data_time: 0.395, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8435, loss_cls: 1.4865, loss: 1.4865, grad_norm: 7.4225 2020-10-03 20:14:44,092 - mmaction - INFO - Epoch [87][2020/2825] lr: 7.500e-05, eta: 10:52:38, time: 1.126, data_time: 0.062, memory: 8353, top1_acc: 0.6729, top5_acc: 0.8589, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.4172 2020-10-03 20:15:03,885 - mmaction - INFO - Epoch [87][2040/2825] lr: 7.500e-05, eta: 10:52:17, time: 0.989, data_time: 0.004, memory: 8353, top1_acc: 0.6383, top5_acc: 0.8396, loss_cls: 1.5160, loss: 1.5160, grad_norm: 7.5610 2020-10-03 20:15:23,837 - mmaction - INFO - Epoch [87][2060/2825] lr: 7.500e-05, eta: 10:51:56, time: 0.998, data_time: 0.072, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8549, loss_cls: 1.4429, loss: 1.4429, grad_norm: 7.5336 2020-10-03 20:15:45,502 - mmaction - INFO - Epoch [87][2080/2825] lr: 7.500e-05, eta: 10:51:36, time: 1.083, data_time: 0.037, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8539, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.4109 2020-10-03 20:16:04,561 - mmaction - INFO - Epoch [87][2100/2825] lr: 7.500e-05, eta: 10:51:14, time: 0.952, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8602, loss_cls: 1.4136, loss: 1.4136, grad_norm: 7.6013 2020-10-03 20:16:26,250 - mmaction - INFO - Epoch [87][2120/2825] lr: 7.500e-05, eta: 10:50:54, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8466, loss_cls: 1.4793, loss: 1.4793, grad_norm: 7.6239 2020-10-03 20:16:46,973 - mmaction - INFO - Epoch [87][2140/2825] lr: 7.500e-05, eta: 10:50:33, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8419, loss_cls: 1.4823, loss: 1.4823, grad_norm: 7.5823 2020-10-03 20:17:07,444 - mmaction - INFO - Epoch [87][2160/2825] lr: 7.500e-05, eta: 10:50:12, time: 1.023, data_time: 0.001, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8531, loss_cls: 1.4624, loss: 1.4624, grad_norm: 7.4599 2020-10-03 20:17:27,068 - mmaction - INFO - Epoch [87][2180/2825] lr: 7.500e-05, eta: 10:49:51, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8492, loss_cls: 1.4518, loss: 1.4518, grad_norm: 7.3403 2020-10-03 20:17:47,163 - mmaction - INFO - Epoch [87][2200/2825] lr: 7.500e-05, eta: 10:49:30, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8536, loss_cls: 1.4451, loss: 1.4451, grad_norm: 7.4455 2020-10-03 20:18:08,118 - mmaction - INFO - Epoch [87][2220/2825] lr: 7.500e-05, eta: 10:49:09, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8508, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.3805 2020-10-03 20:18:28,644 - mmaction - INFO - Epoch [87][2240/2825] lr: 7.500e-05, eta: 10:48:48, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8487, loss_cls: 1.4700, loss: 1.4700, grad_norm: 7.4990 2020-10-03 20:18:49,688 - mmaction - INFO - Epoch [87][2260/2825] lr: 7.500e-05, eta: 10:48:27, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8557, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.2430 2020-10-03 20:19:10,573 - mmaction - INFO - Epoch [87][2280/2825] lr: 7.500e-05, eta: 10:48:06, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8482, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.7172 2020-10-03 20:19:32,230 - mmaction - INFO - Epoch [87][2300/2825] lr: 7.500e-05, eta: 10:47:46, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8534, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.4840 2020-10-03 20:19:52,197 - mmaction - INFO - Epoch [87][2320/2825] lr: 7.500e-05, eta: 10:47:25, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8388, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.4252 2020-10-03 20:20:12,958 - mmaction - INFO - Epoch [87][2340/2825] lr: 7.500e-05, eta: 10:47:04, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8466, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.4405 2020-10-03 20:20:33,868 - mmaction - INFO - Epoch [87][2360/2825] lr: 7.500e-05, eta: 10:46:43, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.6043 2020-10-03 20:20:54,476 - mmaction - INFO - Epoch [87][2380/2825] lr: 7.500e-05, eta: 10:46:22, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8453, loss_cls: 1.4865, loss: 1.4865, grad_norm: 7.4382 2020-10-03 20:21:14,545 - mmaction - INFO - Epoch [87][2400/2825] lr: 7.500e-05, eta: 10:46:01, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8508, loss_cls: 1.4167, loss: 1.4167, grad_norm: 7.3227 2020-10-03 20:21:35,631 - mmaction - INFO - Epoch [87][2420/2825] lr: 7.500e-05, eta: 10:45:40, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8542, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.4094 2020-10-03 20:21:55,954 - mmaction - INFO - Epoch [87][2440/2825] lr: 7.500e-05, eta: 10:45:19, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8518, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.4258 2020-10-03 20:22:16,482 - mmaction - INFO - Epoch [87][2460/2825] lr: 7.500e-05, eta: 10:44:58, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8464, loss_cls: 1.5111, loss: 1.5111, grad_norm: 7.6364 2020-10-03 20:22:37,956 - mmaction - INFO - Epoch [87][2480/2825] lr: 7.500e-05, eta: 10:44:37, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8479, loss_cls: 1.4517, loss: 1.4517, grad_norm: 7.3294 2020-10-03 20:22:57,498 - mmaction - INFO - Epoch [87][2500/2825] lr: 7.500e-05, eta: 10:44:16, time: 0.977, data_time: 0.049, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8370, loss_cls: 1.5075, loss: 1.5075, grad_norm: 7.4063 2020-10-03 20:23:18,790 - mmaction - INFO - Epoch [87][2520/2825] lr: 7.500e-05, eta: 10:43:56, time: 1.065, data_time: 0.379, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8495, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.5531 2020-10-03 20:23:38,085 - mmaction - INFO - Epoch [87][2540/2825] lr: 7.500e-05, eta: 10:43:35, time: 0.965, data_time: 0.212, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8427, loss_cls: 1.5128, loss: 1.5128, grad_norm: 7.6445 2020-10-03 20:23:58,308 - mmaction - INFO - Epoch [87][2560/2825] lr: 7.500e-05, eta: 10:43:14, time: 1.011, data_time: 0.311, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8477, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.5102 2020-10-03 20:24:20,812 - mmaction - INFO - Epoch [87][2580/2825] lr: 7.500e-05, eta: 10:42:53, time: 1.125, data_time: 0.057, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8503, loss_cls: 1.4505, loss: 1.4505, grad_norm: 7.5785 2020-10-03 20:24:39,402 - mmaction - INFO - Epoch [87][2600/2825] lr: 7.500e-05, eta: 10:42:32, time: 0.929, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8513, loss_cls: 1.4498, loss: 1.4498, grad_norm: 7.4581 2020-10-03 20:25:01,094 - mmaction - INFO - Epoch [87][2620/2825] lr: 7.500e-05, eta: 10:42:11, time: 1.086, data_time: 0.003, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.4011, loss: 1.4011, grad_norm: 7.3556 2020-10-03 20:25:21,635 - mmaction - INFO - Epoch [87][2640/2825] lr: 7.500e-05, eta: 10:41:50, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8573, loss_cls: 1.4603, loss: 1.4603, grad_norm: 7.5062 2020-10-03 20:25:42,417 - mmaction - INFO - Epoch [87][2660/2825] lr: 7.500e-05, eta: 10:41:29, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4647, loss: 1.4647, grad_norm: 7.3648 2020-10-03 20:26:03,072 - mmaction - INFO - Epoch [87][2680/2825] lr: 7.500e-05, eta: 10:41:08, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8539, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.5057 2020-10-03 20:26:23,278 - mmaction - INFO - Epoch [87][2700/2825] lr: 7.500e-05, eta: 10:40:47, time: 1.009, data_time: 0.061, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8443, loss_cls: 1.4917, loss: 1.4917, grad_norm: 7.5437 2020-10-03 20:26:44,195 - mmaction - INFO - Epoch [87][2720/2825] lr: 7.500e-05, eta: 10:40:26, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8464, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.5688 2020-10-03 20:27:03,727 - mmaction - INFO - Epoch [87][2740/2825] lr: 7.500e-05, eta: 10:40:05, time: 0.975, data_time: 0.095, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8536, loss_cls: 1.4153, loss: 1.4153, grad_norm: 7.3470 2020-10-03 20:27:24,823 - mmaction - INFO - Epoch [87][2760/2825] lr: 7.500e-05, eta: 10:39:45, time: 1.055, data_time: 0.014, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8505, loss_cls: 1.4800, loss: 1.4800, grad_norm: 7.6163 2020-10-03 20:27:45,310 - mmaction - INFO - Epoch [87][2780/2825] lr: 7.500e-05, eta: 10:39:24, time: 1.026, data_time: 0.090, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4353, loss: 1.4353, grad_norm: 7.3720 2020-10-03 20:28:06,076 - mmaction - INFO - Epoch [87][2800/2825] lr: 7.500e-05, eta: 10:39:03, time: 1.038, data_time: 0.206, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4753, loss: 1.4753, grad_norm: 7.3846 2020-10-03 20:28:27,674 - mmaction - INFO - Epoch [87][2820/2825] lr: 7.500e-05, eta: 10:38:42, time: 1.079, data_time: 0.463, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8497, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.3098 2020-10-03 20:28:33,216 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-10-03 20:29:22,177 - mmaction - INFO - Epoch [88][20/2825] lr: 7.500e-05, eta: 10:38:19, time: 2.404, data_time: 1.678, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8568, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.4281 2020-10-03 20:29:42,995 - mmaction - INFO - Epoch [88][40/2825] lr: 7.500e-05, eta: 10:37:58, time: 1.041, data_time: 0.288, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.3885 2020-10-03 20:30:02,159 - mmaction - INFO - Epoch [88][60/2825] lr: 7.500e-05, eta: 10:37:37, time: 0.958, data_time: 0.102, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8474, loss_cls: 1.4613, loss: 1.4613, grad_norm: 7.4090 2020-10-03 20:30:24,299 - mmaction - INFO - Epoch [88][80/2825] lr: 7.500e-05, eta: 10:37:17, time: 1.106, data_time: 0.373, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8440, loss_cls: 1.4889, loss: 1.4889, grad_norm: 7.5257 2020-10-03 20:30:44,920 - mmaction - INFO - Epoch [88][100/2825] lr: 7.500e-05, eta: 10:36:56, time: 1.032, data_time: 0.193, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8521, loss_cls: 1.4808, loss: 1.4808, grad_norm: 7.5412 2020-10-03 20:31:06,524 - mmaction - INFO - Epoch [88][120/2825] lr: 7.500e-05, eta: 10:36:35, time: 1.080, data_time: 0.117, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8503, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.7049 2020-10-03 20:31:26,495 - mmaction - INFO - Epoch [88][140/2825] lr: 7.500e-05, eta: 10:36:14, time: 0.998, data_time: 0.014, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8448, loss_cls: 1.4788, loss: 1.4788, grad_norm: 7.5183 2020-10-03 20:31:47,482 - mmaction - INFO - Epoch [88][160/2825] lr: 7.500e-05, eta: 10:35:53, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8523, loss_cls: 1.4136, loss: 1.4136, grad_norm: 7.3570 2020-10-03 20:32:08,869 - mmaction - INFO - Epoch [88][180/2825] lr: 7.500e-05, eta: 10:35:32, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8560, loss_cls: 1.4152, loss: 1.4152, grad_norm: 7.4281 2020-10-03 20:32:29,201 - mmaction - INFO - Epoch [88][200/2825] lr: 7.500e-05, eta: 10:35:11, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8474, loss_cls: 1.4932, loss: 1.4932, grad_norm: 7.6047 2020-10-03 20:32:49,591 - mmaction - INFO - Epoch [88][220/2825] lr: 7.500e-05, eta: 10:34:50, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8643, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.4166 2020-10-03 20:33:10,905 - mmaction - INFO - Epoch [88][240/2825] lr: 7.500e-05, eta: 10:34:30, time: 1.067, data_time: 0.003, memory: 8353, top1_acc: 0.6815, top5_acc: 0.8609, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.2202 2020-10-03 20:33:30,737 - mmaction - INFO - Epoch [88][260/2825] lr: 7.500e-05, eta: 10:34:08, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8570, loss_cls: 1.4019, loss: 1.4019, grad_norm: 7.3501 2020-10-03 20:33:51,018 - mmaction - INFO - Epoch [88][280/2825] lr: 7.500e-05, eta: 10:33:48, time: 1.015, data_time: 0.141, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8404, loss_cls: 1.5096, loss: 1.5096, grad_norm: 7.5940 2020-10-03 20:34:11,681 - mmaction - INFO - Epoch [88][300/2825] lr: 7.500e-05, eta: 10:33:27, time: 1.031, data_time: 0.004, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.5066 2020-10-03 20:34:32,282 - mmaction - INFO - Epoch [88][320/2825] lr: 7.500e-05, eta: 10:33:06, time: 1.030, data_time: 0.147, memory: 8353, top1_acc: 0.6792, top5_acc: 0.8565, loss_cls: 1.4111, loss: 1.4111, grad_norm: 7.3109 2020-10-03 20:34:52,990 - mmaction - INFO - Epoch [88][340/2825] lr: 7.500e-05, eta: 10:32:45, time: 1.037, data_time: 0.081, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8492, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.4473 2020-10-03 20:35:13,392 - mmaction - INFO - Epoch [88][360/2825] lr: 7.500e-05, eta: 10:32:24, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8516, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.4339 2020-10-03 20:35:34,903 - mmaction - INFO - Epoch [88][380/2825] lr: 7.500e-05, eta: 10:32:03, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.4066 2020-10-03 20:35:54,820 - mmaction - INFO - Epoch [88][400/2825] lr: 7.500e-05, eta: 10:31:42, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8529, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.5163 2020-10-03 20:36:15,386 - mmaction - INFO - Epoch [88][420/2825] lr: 7.500e-05, eta: 10:31:21, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8466, loss_cls: 1.4707, loss: 1.4707, grad_norm: 7.5498 2020-10-03 20:36:37,366 - mmaction - INFO - Epoch [88][440/2825] lr: 7.500e-05, eta: 10:31:00, time: 1.098, data_time: 0.031, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.4195, loss: 1.4195, grad_norm: 7.3493 2020-10-03 20:36:56,677 - mmaction - INFO - Epoch [88][460/2825] lr: 7.500e-05, eta: 10:30:39, time: 0.966, data_time: 0.013, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8505, loss_cls: 1.4455, loss: 1.4455, grad_norm: 7.4849 2020-10-03 20:37:17,586 - mmaction - INFO - Epoch [88][480/2825] lr: 7.500e-05, eta: 10:30:19, time: 1.046, data_time: 0.106, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8495, loss_cls: 1.4463, loss: 1.4463, grad_norm: 7.5818 2020-10-03 20:37:39,446 - mmaction - INFO - Epoch [88][500/2825] lr: 7.500e-05, eta: 10:29:58, time: 1.093, data_time: 0.051, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8456, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.6165 2020-10-03 20:38:00,440 - mmaction - INFO - Epoch [88][520/2825] lr: 7.500e-05, eta: 10:29:37, time: 1.050, data_time: 0.269, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8414, loss_cls: 1.4799, loss: 1.4799, grad_norm: 7.4103 2020-10-03 20:38:21,134 - mmaction - INFO - Epoch [88][540/2825] lr: 7.500e-05, eta: 10:29:16, time: 1.034, data_time: 0.121, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8482, loss_cls: 1.4517, loss: 1.4517, grad_norm: 7.4736 2020-10-03 20:38:41,676 - mmaction - INFO - Epoch [88][560/2825] lr: 7.500e-05, eta: 10:28:55, time: 1.027, data_time: 0.019, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8474, loss_cls: 1.4599, loss: 1.4599, grad_norm: 7.3731 2020-10-03 20:39:02,410 - mmaction - INFO - Epoch [88][580/2825] lr: 7.500e-05, eta: 10:28:34, time: 1.037, data_time: 0.384, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4875, loss: 1.4875, grad_norm: 7.4713 2020-10-03 20:39:22,533 - mmaction - INFO - Epoch [88][600/2825] lr: 7.500e-05, eta: 10:28:13, time: 1.006, data_time: 0.390, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8503, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.3568 2020-10-03 20:39:42,747 - mmaction - INFO - Epoch [88][620/2825] lr: 7.500e-05, eta: 10:27:52, time: 1.011, data_time: 0.265, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8471, loss_cls: 1.4743, loss: 1.4743, grad_norm: 7.4987 2020-10-03 20:40:04,538 - mmaction - INFO - Epoch [88][640/2825] lr: 7.500e-05, eta: 10:27:32, time: 1.090, data_time: 0.013, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8461, loss_cls: 1.4984, loss: 1.4984, grad_norm: 7.5716 2020-10-03 20:40:24,864 - mmaction - INFO - Epoch [88][660/2825] lr: 7.500e-05, eta: 10:27:11, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8440, loss_cls: 1.4828, loss: 1.4828, grad_norm: 7.3898 2020-10-03 20:40:44,878 - mmaction - INFO - Epoch [88][680/2825] lr: 7.500e-05, eta: 10:26:50, time: 1.001, data_time: 0.056, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8521, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.4776 2020-10-03 20:41:06,090 - mmaction - INFO - Epoch [88][700/2825] lr: 7.500e-05, eta: 10:26:29, time: 1.061, data_time: 0.023, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8474, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.4496 2020-10-03 20:41:27,480 - mmaction - INFO - Epoch [88][720/2825] lr: 7.500e-05, eta: 10:26:08, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8469, loss_cls: 1.4512, loss: 1.4512, grad_norm: 7.3909 2020-10-03 20:41:47,450 - mmaction - INFO - Epoch [88][740/2825] lr: 7.500e-05, eta: 10:25:47, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8458, loss_cls: 1.4972, loss: 1.4972, grad_norm: 7.6267 2020-10-03 20:42:08,010 - mmaction - INFO - Epoch [88][760/2825] lr: 7.500e-05, eta: 10:25:26, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8443, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.4337 2020-10-03 20:42:29,501 - mmaction - INFO - Epoch [88][780/2825] lr: 7.500e-05, eta: 10:25:05, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8523, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.2552 2020-10-03 20:42:49,069 - mmaction - INFO - Epoch [88][800/2825] lr: 7.500e-05, eta: 10:24:44, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8453, loss_cls: 1.5007, loss: 1.5007, grad_norm: 7.6213 2020-10-03 20:43:10,257 - mmaction - INFO - Epoch [88][820/2825] lr: 7.500e-05, eta: 10:24:23, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8576, loss_cls: 1.3929, loss: 1.3929, grad_norm: 7.2734 2020-10-03 20:43:31,042 - mmaction - INFO - Epoch [88][840/2825] lr: 7.500e-05, eta: 10:24:03, time: 1.038, data_time: 0.040, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8474, loss_cls: 1.4934, loss: 1.4934, grad_norm: 7.6632 2020-10-03 20:43:50,983 - mmaction - INFO - Epoch [88][860/2825] lr: 7.500e-05, eta: 10:23:42, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8547, loss_cls: 1.4311, loss: 1.4311, grad_norm: 7.3575 2020-10-03 20:44:11,494 - mmaction - INFO - Epoch [88][880/2825] lr: 7.500e-05, eta: 10:23:21, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8417, loss_cls: 1.4988, loss: 1.4988, grad_norm: 7.5872 2020-10-03 20:44:32,690 - mmaction - INFO - Epoch [88][900/2825] lr: 7.500e-05, eta: 10:23:00, time: 1.060, data_time: 0.022, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8570, loss_cls: 1.3931, loss: 1.3931, grad_norm: 7.1998 2020-10-03 20:44:53,419 - mmaction - INFO - Epoch [88][920/2825] lr: 7.500e-05, eta: 10:22:39, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8487, loss_cls: 1.4600, loss: 1.4600, grad_norm: 7.5412 2020-10-03 20:45:14,340 - mmaction - INFO - Epoch [88][940/2825] lr: 7.500e-05, eta: 10:22:18, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8471, loss_cls: 1.4665, loss: 1.4665, grad_norm: 7.5145 2020-10-03 20:45:34,416 - mmaction - INFO - Epoch [88][960/2825] lr: 7.500e-05, eta: 10:21:57, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8557, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.4858 2020-10-03 20:45:55,992 - mmaction - INFO - Epoch [88][980/2825] lr: 7.500e-05, eta: 10:21:36, time: 1.078, data_time: 0.032, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8424, loss_cls: 1.4826, loss: 1.4826, grad_norm: 7.5577 2020-10-03 20:46:15,718 - mmaction - INFO - Epoch [88][1000/2825] lr: 7.500e-05, eta: 10:21:15, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8531, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.3695 2020-10-03 20:46:37,183 - mmaction - INFO - Epoch [88][1020/2825] lr: 7.500e-05, eta: 10:20:55, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.4122, loss: 1.4122, grad_norm: 7.2912 2020-10-03 20:46:57,847 - mmaction - INFO - Epoch [88][1040/2825] lr: 7.500e-05, eta: 10:20:34, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8604, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.3649 2020-10-03 20:47:18,474 - mmaction - INFO - Epoch [88][1060/2825] lr: 7.500e-05, eta: 10:20:13, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8549, loss_cls: 1.4267, loss: 1.4267, grad_norm: 7.4507 2020-10-03 20:47:40,935 - mmaction - INFO - Epoch [88][1080/2825] lr: 7.500e-05, eta: 10:19:52, time: 1.123, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8419, loss_cls: 1.4617, loss: 1.4617, grad_norm: 7.5958 2020-10-03 20:48:00,544 - mmaction - INFO - Epoch [88][1100/2825] lr: 7.500e-05, eta: 10:19:31, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8419, loss_cls: 1.4884, loss: 1.4884, grad_norm: 7.4870 2020-10-03 20:48:21,904 - mmaction - INFO - Epoch [88][1120/2825] lr: 7.500e-05, eta: 10:19:10, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8471, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.4454 2020-10-03 20:48:42,380 - mmaction - INFO - Epoch [88][1140/2825] lr: 7.500e-05, eta: 10:18:49, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8534, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.3838 2020-10-03 20:49:01,871 - mmaction - INFO - Epoch [88][1160/2825] lr: 7.500e-05, eta: 10:18:28, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8549, loss_cls: 1.4198, loss: 1.4198, grad_norm: 7.3980 2020-10-03 20:49:22,906 - mmaction - INFO - Epoch [88][1180/2825] lr: 7.500e-05, eta: 10:18:07, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8497, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.4833 2020-10-03 20:49:44,483 - mmaction - INFO - Epoch [88][1200/2825] lr: 7.500e-05, eta: 10:17:47, time: 1.078, data_time: 0.147, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8422, loss_cls: 1.4686, loss: 1.4686, grad_norm: 7.4928 2020-10-03 20:50:04,704 - mmaction - INFO - Epoch [88][1220/2825] lr: 7.500e-05, eta: 10:17:26, time: 1.011, data_time: 0.199, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8404, loss_cls: 1.4597, loss: 1.4597, grad_norm: 7.4795 2020-10-03 20:50:26,039 - mmaction - INFO - Epoch [88][1240/2825] lr: 7.500e-05, eta: 10:17:05, time: 1.067, data_time: 0.267, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8513, loss_cls: 1.4492, loss: 1.4492, grad_norm: 7.5588 2020-10-03 20:50:46,101 - mmaction - INFO - Epoch [88][1260/2825] lr: 7.500e-05, eta: 10:16:44, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8479, loss_cls: 1.4170, loss: 1.4170, grad_norm: 7.3156 2020-10-03 20:51:07,058 - mmaction - INFO - Epoch [88][1280/2825] lr: 7.500e-05, eta: 10:16:23, time: 1.048, data_time: 0.230, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4502, loss: 1.4502, grad_norm: 7.3901 2020-10-03 20:51:27,980 - mmaction - INFO - Epoch [88][1300/2825] lr: 7.500e-05, eta: 10:16:02, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8508, loss_cls: 1.4405, loss: 1.4405, grad_norm: 7.4215 2020-10-03 20:51:49,162 - mmaction - INFO - Epoch [88][1320/2825] lr: 7.500e-05, eta: 10:15:41, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8526, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.5799 2020-10-03 20:52:09,519 - mmaction - INFO - Epoch [88][1340/2825] lr: 7.500e-05, eta: 10:15:20, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4606, loss: 1.4606, grad_norm: 7.5243 2020-10-03 20:52:30,057 - mmaction - INFO - Epoch [88][1360/2825] lr: 7.500e-05, eta: 10:14:59, time: 1.026, data_time: 0.130, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8385, loss_cls: 1.4836, loss: 1.4836, grad_norm: 7.5540 2020-10-03 20:52:50,713 - mmaction - INFO - Epoch [88][1380/2825] lr: 7.500e-05, eta: 10:14:39, time: 1.033, data_time: 0.096, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8479, loss_cls: 1.4541, loss: 1.4541, grad_norm: 7.4191 2020-10-03 20:53:11,891 - mmaction - INFO - Epoch [88][1400/2825] lr: 7.500e-05, eta: 10:14:18, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8443, loss_cls: 1.4898, loss: 1.4898, grad_norm: 7.5354 2020-10-03 20:53:32,412 - mmaction - INFO - Epoch [88][1420/2825] lr: 7.500e-05, eta: 10:13:57, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8331, loss_cls: 1.4966, loss: 1.4966, grad_norm: 7.4417 2020-10-03 20:53:53,831 - mmaction - INFO - Epoch [88][1440/2825] lr: 7.500e-05, eta: 10:13:36, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8482, loss_cls: 1.4721, loss: 1.4721, grad_norm: 7.4498 2020-10-03 20:54:15,709 - mmaction - INFO - Epoch [88][1460/2825] lr: 7.500e-05, eta: 10:13:15, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8388, loss_cls: 1.4984, loss: 1.4984, grad_norm: 7.5816 2020-10-03 20:54:34,996 - mmaction - INFO - Epoch [88][1480/2825] lr: 7.500e-05, eta: 10:12:54, time: 0.964, data_time: 0.001, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8560, loss_cls: 1.4280, loss: 1.4280, grad_norm: 7.4311 2020-10-03 20:54:56,175 - mmaction - INFO - Epoch [88][1500/2825] lr: 7.500e-05, eta: 10:12:33, time: 1.058, data_time: 0.007, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8526, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.4404 2020-10-03 20:55:16,813 - mmaction - INFO - Epoch [88][1520/2825] lr: 7.500e-05, eta: 10:12:13, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8474, loss_cls: 1.4752, loss: 1.4752, grad_norm: 7.5024 2020-10-03 20:55:37,064 - mmaction - INFO - Epoch [88][1540/2825] lr: 7.500e-05, eta: 10:11:52, time: 1.012, data_time: 0.133, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8443, loss_cls: 1.4947, loss: 1.4947, grad_norm: 7.4866 2020-10-03 20:55:57,581 - mmaction - INFO - Epoch [88][1560/2825] lr: 7.500e-05, eta: 10:11:31, time: 1.026, data_time: 0.015, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8375, loss_cls: 1.4871, loss: 1.4871, grad_norm: 7.4947 2020-10-03 20:56:18,774 - mmaction - INFO - Epoch [88][1580/2825] lr: 7.500e-05, eta: 10:11:10, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8471, loss_cls: 1.4573, loss: 1.4573, grad_norm: 7.5343 2020-10-03 20:56:39,074 - mmaction - INFO - Epoch [88][1600/2825] lr: 7.500e-05, eta: 10:10:49, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8563, loss_cls: 1.4171, loss: 1.4171, grad_norm: 7.4037 2020-10-03 20:56:59,392 - mmaction - INFO - Epoch [88][1620/2825] lr: 7.500e-05, eta: 10:10:28, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8448, loss_cls: 1.4728, loss: 1.4728, grad_norm: 7.5902 2020-10-03 20:57:21,092 - mmaction - INFO - Epoch [88][1640/2825] lr: 7.500e-05, eta: 10:10:07, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8536, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.6009 2020-10-03 20:57:40,793 - mmaction - INFO - Epoch [88][1660/2825] lr: 7.500e-05, eta: 10:09:46, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8513, loss_cls: 1.4572, loss: 1.4572, grad_norm: 7.6182 2020-10-03 20:58:01,268 - mmaction - INFO - Epoch [88][1680/2825] lr: 7.500e-05, eta: 10:09:25, time: 1.024, data_time: 0.003, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.4442, loss: 1.4442, grad_norm: 7.6048 2020-10-03 20:58:21,957 - mmaction - INFO - Epoch [88][1700/2825] lr: 7.500e-05, eta: 10:09:04, time: 1.035, data_time: 0.025, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8516, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.5111 2020-10-03 20:58:41,827 - mmaction - INFO - Epoch [88][1720/2825] lr: 7.500e-05, eta: 10:08:43, time: 0.994, data_time: 0.037, memory: 8353, top1_acc: 0.6768, top5_acc: 0.8693, loss_cls: 1.3614, loss: 1.3614, grad_norm: 7.4381 2020-10-03 20:59:02,096 - mmaction - INFO - Epoch [88][1740/2825] lr: 7.500e-05, eta: 10:08:22, time: 1.013, data_time: 0.173, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8495, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.4195 2020-10-03 20:59:24,094 - mmaction - INFO - Epoch [88][1760/2825] lr: 7.500e-05, eta: 10:08:02, time: 1.099, data_time: 0.247, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8461, loss_cls: 1.4725, loss: 1.4725, grad_norm: 7.4397 2020-10-03 20:59:45,519 - mmaction - INFO - Epoch [88][1780/2825] lr: 7.500e-05, eta: 10:07:41, time: 1.072, data_time: 0.425, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8544, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.7040 2020-10-03 21:00:05,523 - mmaction - INFO - Epoch [88][1800/2825] lr: 7.500e-05, eta: 10:07:20, time: 0.999, data_time: 0.273, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8573, loss_cls: 1.4240, loss: 1.4240, grad_norm: 7.4235 2020-10-03 21:00:27,832 - mmaction - INFO - Epoch [88][1820/2825] lr: 7.500e-05, eta: 10:06:59, time: 1.116, data_time: 0.057, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4449, loss: 1.4449, grad_norm: 7.4481 2020-10-03 21:00:47,574 - mmaction - INFO - Epoch [88][1840/2825] lr: 7.500e-05, eta: 10:06:38, time: 0.987, data_time: 0.122, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8477, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.4307 2020-10-03 21:01:08,137 - mmaction - INFO - Epoch [88][1860/2825] lr: 7.500e-05, eta: 10:06:17, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8659, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.2966 2020-10-03 21:01:29,376 - mmaction - INFO - Epoch [88][1880/2825] lr: 7.500e-05, eta: 10:05:56, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8424, loss_cls: 1.4827, loss: 1.4827, grad_norm: 7.5545 2020-10-03 21:01:51,121 - mmaction - INFO - Epoch [88][1900/2825] lr: 7.500e-05, eta: 10:05:36, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8510, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.4146 2020-10-03 21:02:10,250 - mmaction - INFO - Epoch [88][1920/2825] lr: 7.500e-05, eta: 10:05:15, time: 0.956, data_time: 0.002, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8419, loss_cls: 1.4852, loss: 1.4852, grad_norm: 7.5355 2020-10-03 21:02:31,243 - mmaction - INFO - Epoch [88][1940/2825] lr: 7.500e-05, eta: 10:04:54, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8492, loss_cls: 1.4470, loss: 1.4470, grad_norm: 7.3704 2020-10-03 21:02:53,361 - mmaction - INFO - Epoch [88][1960/2825] lr: 7.500e-05, eta: 10:04:33, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8393, loss_cls: 1.5171, loss: 1.5171, grad_norm: 7.5156 2020-10-03 21:03:12,809 - mmaction - INFO - Epoch [88][1980/2825] lr: 7.500e-05, eta: 10:04:12, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4471, loss: 1.4471, grad_norm: 7.5722 2020-10-03 21:03:33,939 - mmaction - INFO - Epoch [88][2000/2825] lr: 7.500e-05, eta: 10:03:51, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8487, loss_cls: 1.4557, loss: 1.4557, grad_norm: 7.5721 2020-10-03 21:03:53,363 - mmaction - INFO - Epoch [88][2020/2825] lr: 7.500e-05, eta: 10:03:30, time: 0.970, data_time: 0.007, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8497, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.3694 2020-10-03 21:04:15,264 - mmaction - INFO - Epoch [88][2040/2825] lr: 7.500e-05, eta: 10:03:09, time: 1.095, data_time: 0.346, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8388, loss_cls: 1.5113, loss: 1.5113, grad_norm: 7.6256 2020-10-03 21:04:35,941 - mmaction - INFO - Epoch [88][2060/2825] lr: 7.500e-05, eta: 10:02:48, time: 1.034, data_time: 0.372, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.5410 2020-10-03 21:04:56,400 - mmaction - INFO - Epoch [88][2080/2825] lr: 7.500e-05, eta: 10:02:28, time: 1.023, data_time: 0.254, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8560, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.3911 2020-10-03 21:05:17,667 - mmaction - INFO - Epoch [88][2100/2825] lr: 7.500e-05, eta: 10:02:07, time: 1.063, data_time: 0.399, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8440, loss_cls: 1.4856, loss: 1.4856, grad_norm: 7.5870 2020-10-03 21:05:38,255 - mmaction - INFO - Epoch [88][2120/2825] lr: 7.500e-05, eta: 10:01:46, time: 1.030, data_time: 0.412, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8443, loss_cls: 1.4769, loss: 1.4769, grad_norm: 7.5900 2020-10-03 21:05:59,362 - mmaction - INFO - Epoch [88][2140/2825] lr: 7.500e-05, eta: 10:01:25, time: 1.056, data_time: 0.385, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.4493 2020-10-03 21:06:20,141 - mmaction - INFO - Epoch [88][2160/2825] lr: 7.500e-05, eta: 10:01:04, time: 1.038, data_time: 0.087, memory: 8353, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.5229 2020-10-03 21:06:41,349 - mmaction - INFO - Epoch [88][2180/2825] lr: 7.500e-05, eta: 10:00:43, time: 1.061, data_time: 0.302, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8490, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.4599 2020-10-03 21:07:01,535 - mmaction - INFO - Epoch [88][2200/2825] lr: 7.500e-05, eta: 10:00:22, time: 1.009, data_time: 0.393, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4620, loss: 1.4620, grad_norm: 7.4671 2020-10-03 21:07:21,421 - mmaction - INFO - Epoch [88][2220/2825] lr: 7.500e-05, eta: 10:00:01, time: 0.994, data_time: 0.349, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8562, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.4163 2020-10-03 21:07:42,483 - mmaction - INFO - Epoch [88][2240/2825] lr: 7.500e-05, eta: 9:59:40, time: 1.054, data_time: 0.271, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8427, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.5212 2020-10-03 21:08:02,269 - mmaction - INFO - Epoch [88][2260/2825] lr: 7.500e-05, eta: 9:59:19, time: 0.989, data_time: 0.160, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8435, loss_cls: 1.4892, loss: 1.4892, grad_norm: 7.5338 2020-10-03 21:08:23,401 - mmaction - INFO - Epoch [88][2280/2825] lr: 7.500e-05, eta: 9:58:59, time: 1.057, data_time: 0.172, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8490, loss_cls: 1.4664, loss: 1.4664, grad_norm: 7.6699 2020-10-03 21:08:44,044 - mmaction - INFO - Epoch [88][2300/2825] lr: 7.500e-05, eta: 9:58:38, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8370, loss_cls: 1.5001, loss: 1.5001, grad_norm: 7.5694 2020-10-03 21:09:04,666 - mmaction - INFO - Epoch [88][2320/2825] lr: 7.500e-05, eta: 9:58:17, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8464, loss_cls: 1.4561, loss: 1.4561, grad_norm: 7.5841 2020-10-03 21:09:26,355 - mmaction - INFO - Epoch [88][2340/2825] lr: 7.500e-05, eta: 9:57:56, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8500, loss_cls: 1.4684, loss: 1.4684, grad_norm: 7.5723 2020-10-03 21:09:47,193 - mmaction - INFO - Epoch [88][2360/2825] lr: 7.500e-05, eta: 9:57:35, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4639, loss: 1.4639, grad_norm: 7.6376 2020-10-03 21:10:07,808 - mmaction - INFO - Epoch [88][2380/2825] lr: 7.500e-05, eta: 9:57:14, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8490, loss_cls: 1.4625, loss: 1.4625, grad_norm: 7.4827 2020-10-03 21:10:27,510 - mmaction - INFO - Epoch [88][2400/2825] lr: 7.500e-05, eta: 9:56:53, time: 0.987, data_time: 0.018, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8453, loss_cls: 1.4858, loss: 1.4858, grad_norm: 7.5712 2020-10-03 21:10:48,629 - mmaction - INFO - Epoch [88][2420/2825] lr: 7.500e-05, eta: 9:56:32, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8542, loss_cls: 1.4367, loss: 1.4367, grad_norm: 7.5805 2020-10-03 21:11:08,852 - mmaction - INFO - Epoch [88][2440/2825] lr: 7.500e-05, eta: 9:56:11, time: 1.012, data_time: 0.006, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8529, loss_cls: 1.4262, loss: 1.4262, grad_norm: 7.4345 2020-10-03 21:11:29,409 - mmaction - INFO - Epoch [88][2460/2825] lr: 7.500e-05, eta: 9:55:51, time: 1.027, data_time: 0.304, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8401, loss_cls: 1.5117, loss: 1.5117, grad_norm: 7.6532 2020-10-03 21:11:49,355 - mmaction - INFO - Epoch [88][2480/2825] lr: 7.500e-05, eta: 9:55:30, time: 0.998, data_time: 0.248, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8464, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.7024 2020-10-03 21:12:10,228 - mmaction - INFO - Epoch [88][2500/2825] lr: 7.500e-05, eta: 9:55:09, time: 1.043, data_time: 0.007, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4308, loss: 1.4308, grad_norm: 7.6581 2020-10-03 21:12:31,034 - mmaction - INFO - Epoch [88][2520/2825] lr: 7.500e-05, eta: 9:54:48, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8497, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.4597 2020-10-03 21:12:51,425 - mmaction - INFO - Epoch [88][2540/2825] lr: 7.500e-05, eta: 9:54:27, time: 1.019, data_time: 0.003, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8474, loss_cls: 1.4319, loss: 1.4319, grad_norm: 7.3430 2020-10-03 21:13:12,984 - mmaction - INFO - Epoch [88][2560/2825] lr: 7.500e-05, eta: 9:54:06, time: 1.079, data_time: 0.009, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4573, loss: 1.4573, grad_norm: 7.4197 2020-10-03 21:13:33,512 - mmaction - INFO - Epoch [88][2580/2825] lr: 7.500e-05, eta: 9:53:45, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8469, loss_cls: 1.4586, loss: 1.4586, grad_norm: 7.4892 2020-10-03 21:13:53,200 - mmaction - INFO - Epoch [88][2600/2825] lr: 7.500e-05, eta: 9:53:24, time: 0.984, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4420, loss: 1.4420, grad_norm: 7.5793 2020-10-03 21:14:14,606 - mmaction - INFO - Epoch [88][2620/2825] lr: 7.500e-05, eta: 9:53:03, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8503, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.5513 2020-10-03 21:14:35,918 - mmaction - INFO - Epoch [88][2640/2825] lr: 7.500e-05, eta: 9:52:43, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8443, loss_cls: 1.4757, loss: 1.4757, grad_norm: 7.5215 2020-10-03 21:14:56,889 - mmaction - INFO - Epoch [88][2660/2825] lr: 7.500e-05, eta: 9:52:22, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8505, loss_cls: 1.4237, loss: 1.4237, grad_norm: 7.4125 2020-10-03 21:15:17,815 - mmaction - INFO - Epoch [88][2680/2825] lr: 7.500e-05, eta: 9:52:01, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8500, loss_cls: 1.4434, loss: 1.4434, grad_norm: 7.5209 2020-10-03 21:15:37,789 - mmaction - INFO - Epoch [88][2700/2825] lr: 7.500e-05, eta: 9:51:40, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8536, loss_cls: 1.4648, loss: 1.4648, grad_norm: 7.5241 2020-10-03 21:15:58,391 - mmaction - INFO - Epoch [88][2720/2825] lr: 7.500e-05, eta: 9:51:19, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8539, loss_cls: 1.4364, loss: 1.4364, grad_norm: 7.4786 2020-10-03 21:16:18,820 - mmaction - INFO - Epoch [88][2740/2825] lr: 7.500e-05, eta: 9:50:58, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8404, loss_cls: 1.4935, loss: 1.4935, grad_norm: 7.5556 2020-10-03 21:16:39,847 - mmaction - INFO - Epoch [88][2760/2825] lr: 7.500e-05, eta: 9:50:37, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8583, loss_cls: 1.4039, loss: 1.4039, grad_norm: 7.4264 2020-10-03 21:17:00,417 - mmaction - INFO - Epoch [88][2780/2825] lr: 7.500e-05, eta: 9:50:16, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8430, loss_cls: 1.4664, loss: 1.4664, grad_norm: 7.3770 2020-10-03 21:17:21,891 - mmaction - INFO - Epoch [88][2800/2825] lr: 7.500e-05, eta: 9:49:56, time: 1.073, data_time: 0.001, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8482, loss_cls: 1.4406, loss: 1.4406, grad_norm: 7.3765 2020-10-03 21:17:42,051 - mmaction - INFO - Epoch [88][2820/2825] lr: 7.500e-05, eta: 9:49:35, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8604, loss_cls: 1.4156, loss: 1.4156, grad_norm: 7.4515 2020-10-03 21:17:48,980 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-10-03 21:18:38,486 - mmaction - INFO - Epoch [89][20/2825] lr: 7.500e-05, eta: 9:49:11, time: 2.410, data_time: 1.313, memory: 8353, top1_acc: 0.6445, top5_acc: 0.8440, loss_cls: 1.4790, loss: 1.4790, grad_norm: 7.5351 2020-10-03 21:18:59,079 - mmaction - INFO - Epoch [89][40/2825] lr: 7.500e-05, eta: 9:48:51, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8471, loss_cls: 1.4511, loss: 1.4511, grad_norm: 7.4964 2020-10-03 21:19:19,550 - mmaction - INFO - Epoch [89][60/2825] lr: 7.500e-05, eta: 9:48:30, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8419, loss_cls: 1.4855, loss: 1.4855, grad_norm: 7.6507 2020-10-03 21:19:41,418 - mmaction - INFO - Epoch [89][80/2825] lr: 7.500e-05, eta: 9:48:09, time: 1.094, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4611, loss: 1.4611, grad_norm: 7.5939 2020-10-03 21:20:01,491 - mmaction - INFO - Epoch [89][100/2825] lr: 7.500e-05, eta: 9:47:48, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8547, loss_cls: 1.4301, loss: 1.4301, grad_norm: 7.5827 2020-10-03 21:20:21,757 - mmaction - INFO - Epoch [89][120/2825] lr: 7.500e-05, eta: 9:47:27, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8396, loss_cls: 1.4706, loss: 1.4706, grad_norm: 7.3945 2020-10-03 21:20:43,566 - mmaction - INFO - Epoch [89][140/2825] lr: 7.500e-05, eta: 9:47:06, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8586, loss_cls: 1.4236, loss: 1.4236, grad_norm: 7.5466 2020-10-03 21:21:04,387 - mmaction - INFO - Epoch [89][160/2825] lr: 7.500e-05, eta: 9:46:45, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8469, loss_cls: 1.4567, loss: 1.4567, grad_norm: 7.4392 2020-10-03 21:21:24,727 - mmaction - INFO - Epoch [89][180/2825] lr: 7.500e-05, eta: 9:46:24, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8531, loss_cls: 1.4583, loss: 1.4583, grad_norm: 7.5204 2020-10-03 21:21:45,333 - mmaction - INFO - Epoch [89][200/2825] lr: 7.500e-05, eta: 9:46:04, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8419, loss_cls: 1.4647, loss: 1.4647, grad_norm: 7.4390 2020-10-03 21:22:06,642 - mmaction - INFO - Epoch [89][220/2825] lr: 7.500e-05, eta: 9:45:43, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8456, loss_cls: 1.4874, loss: 1.4874, grad_norm: 7.6000 2020-10-03 21:22:28,449 - mmaction - INFO - Epoch [89][240/2825] lr: 7.500e-05, eta: 9:45:22, time: 1.090, data_time: 0.001, memory: 8353, top1_acc: 0.6737, top5_acc: 0.8547, loss_cls: 1.3954, loss: 1.3954, grad_norm: 7.4333 2020-10-03 21:22:49,084 - mmaction - INFO - Epoch [89][260/2825] lr: 7.500e-05, eta: 9:45:01, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8589, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.5184 2020-10-03 21:23:08,280 - mmaction - INFO - Epoch [89][280/2825] lr: 7.500e-05, eta: 9:44:40, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8409, loss_cls: 1.4921, loss: 1.4921, grad_norm: 7.6796 2020-10-03 21:23:30,039 - mmaction - INFO - Epoch [89][300/2825] lr: 7.500e-05, eta: 9:44:19, time: 1.087, data_time: 0.168, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8513, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.4161 2020-10-03 21:23:50,113 - mmaction - INFO - Epoch [89][320/2825] lr: 7.500e-05, eta: 9:43:58, time: 1.004, data_time: 0.291, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8477, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.4778 2020-10-03 21:24:11,003 - mmaction - INFO - Epoch [89][340/2825] lr: 7.500e-05, eta: 9:43:37, time: 1.044, data_time: 0.119, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4466, loss: 1.4466, grad_norm: 7.4954 2020-10-03 21:24:32,052 - mmaction - INFO - Epoch [89][360/2825] lr: 7.500e-05, eta: 9:43:17, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8573, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.5913 2020-10-03 21:24:53,510 - mmaction - INFO - Epoch [89][380/2825] lr: 7.500e-05, eta: 9:42:56, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8536, loss_cls: 1.4346, loss: 1.4346, grad_norm: 7.5302 2020-10-03 21:25:12,743 - mmaction - INFO - Epoch [89][400/2825] lr: 7.500e-05, eta: 9:42:35, time: 0.961, data_time: 0.001, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8531, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.6279 2020-10-03 21:25:34,025 - mmaction - INFO - Epoch [89][420/2825] lr: 7.500e-05, eta: 9:42:14, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8635, loss_cls: 1.3944, loss: 1.3944, grad_norm: 7.3814 2020-10-03 21:25:54,690 - mmaction - INFO - Epoch [89][440/2825] lr: 7.500e-05, eta: 9:41:53, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8583, loss_cls: 1.4066, loss: 1.4066, grad_norm: 7.3277 2020-10-03 21:26:15,832 - mmaction - INFO - Epoch [89][460/2825] lr: 7.500e-05, eta: 9:41:32, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8500, loss_cls: 1.4613, loss: 1.4613, grad_norm: 7.5188 2020-10-03 21:26:34,929 - mmaction - INFO - Epoch [89][480/2825] lr: 7.500e-05, eta: 9:41:11, time: 0.955, data_time: 0.001, memory: 8353, top1_acc: 0.6687, top5_acc: 0.8458, loss_cls: 1.4360, loss: 1.4360, grad_norm: 7.4937 2020-10-03 21:26:57,109 - mmaction - INFO - Epoch [89][500/2825] lr: 7.500e-05, eta: 9:40:50, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8531, loss_cls: 1.4335, loss: 1.4335, grad_norm: 7.5592 2020-10-03 21:27:17,297 - mmaction - INFO - Epoch [89][520/2825] lr: 7.500e-05, eta: 9:40:29, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8505, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.4403 2020-10-03 21:27:37,941 - mmaction - INFO - Epoch [89][540/2825] lr: 7.500e-05, eta: 9:40:08, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8552, loss_cls: 1.3820, loss: 1.3820, grad_norm: 7.3613 2020-10-03 21:27:59,260 - mmaction - INFO - Epoch [89][560/2825] lr: 7.500e-05, eta: 9:39:48, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8414, loss_cls: 1.4753, loss: 1.4753, grad_norm: 7.4039 2020-10-03 21:28:19,369 - mmaction - INFO - Epoch [89][580/2825] lr: 7.500e-05, eta: 9:39:27, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8479, loss_cls: 1.4732, loss: 1.4732, grad_norm: 7.5630 2020-10-03 21:28:39,948 - mmaction - INFO - Epoch [89][600/2825] lr: 7.500e-05, eta: 9:39:06, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8497, loss_cls: 1.4595, loss: 1.4595, grad_norm: 7.3960 2020-10-03 21:29:02,497 - mmaction - INFO - Epoch [89][620/2825] lr: 7.500e-05, eta: 9:38:45, time: 1.127, data_time: 0.001, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8620, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.5187 2020-10-03 21:29:21,231 - mmaction - INFO - Epoch [89][640/2825] lr: 7.500e-05, eta: 9:38:24, time: 0.936, data_time: 0.002, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8539, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.5129 2020-10-03 21:29:42,916 - mmaction - INFO - Epoch [89][660/2825] lr: 7.500e-05, eta: 9:38:03, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8401, loss_cls: 1.4928, loss: 1.4928, grad_norm: 7.6020 2020-10-03 21:30:02,646 - mmaction - INFO - Epoch [89][680/2825] lr: 7.500e-05, eta: 9:37:42, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8510, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.4667 2020-10-03 21:30:24,130 - mmaction - INFO - Epoch [89][700/2825] lr: 7.500e-05, eta: 9:37:21, time: 1.075, data_time: 0.003, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8568, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.4294 2020-10-03 21:30:45,641 - mmaction - INFO - Epoch [89][720/2825] lr: 7.500e-05, eta: 9:37:01, time: 1.075, data_time: 0.001, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8510, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.4661 2020-10-03 21:31:06,276 - mmaction - INFO - Epoch [89][740/2825] lr: 7.500e-05, eta: 9:36:40, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8596, loss_cls: 1.4097, loss: 1.4097, grad_norm: 7.3140 2020-10-03 21:31:26,282 - mmaction - INFO - Epoch [89][760/2825] lr: 7.500e-05, eta: 9:36:19, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8583, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.4913 2020-10-03 21:31:47,067 - mmaction - INFO - Epoch [89][780/2825] lr: 7.500e-05, eta: 9:35:58, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8609, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.4488 2020-10-03 21:32:07,903 - mmaction - INFO - Epoch [89][800/2825] lr: 7.500e-05, eta: 9:35:37, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4950, loss: 1.4950, grad_norm: 7.5542 2020-10-03 21:32:28,121 - mmaction - INFO - Epoch [89][820/2825] lr: 7.500e-05, eta: 9:35:16, time: 1.011, data_time: 0.141, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8503, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.7014 2020-10-03 21:32:48,475 - mmaction - INFO - Epoch [89][840/2825] lr: 7.500e-05, eta: 9:34:55, time: 1.019, data_time: 0.134, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8409, loss_cls: 1.4847, loss: 1.4847, grad_norm: 7.5120 2020-10-03 21:33:11,118 - mmaction - INFO - Epoch [89][860/2825] lr: 7.500e-05, eta: 9:34:34, time: 1.132, data_time: 0.012, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8492, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.3140 2020-10-03 21:33:32,150 - mmaction - INFO - Epoch [89][880/2825] lr: 7.500e-05, eta: 9:34:14, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8516, loss_cls: 1.4483, loss: 1.4483, grad_norm: 7.4056 2020-10-03 21:33:51,338 - mmaction - INFO - Epoch [89][900/2825] lr: 7.500e-05, eta: 9:33:53, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8583, loss_cls: 1.4191, loss: 1.4191, grad_norm: 7.3744 2020-10-03 21:34:12,672 - mmaction - INFO - Epoch [89][920/2825] lr: 7.500e-05, eta: 9:33:32, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8534, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.4513 2020-10-03 21:34:33,922 - mmaction - INFO - Epoch [89][940/2825] lr: 7.500e-05, eta: 9:33:11, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8547, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.5637 2020-10-03 21:34:53,471 - mmaction - INFO - Epoch [89][960/2825] lr: 7.500e-05, eta: 9:32:50, time: 0.978, data_time: 0.077, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8573, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.3566 2020-10-03 21:35:14,402 - mmaction - INFO - Epoch [89][980/2825] lr: 7.500e-05, eta: 9:32:29, time: 1.046, data_time: 0.072, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8505, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.3474 2020-10-03 21:35:34,248 - mmaction - INFO - Epoch [89][1000/2825] lr: 7.500e-05, eta: 9:32:08, time: 0.992, data_time: 0.004, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8443, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.5473 2020-10-03 21:35:55,251 - mmaction - INFO - Epoch [89][1020/2825] lr: 7.500e-05, eta: 9:31:47, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8409, loss_cls: 1.5116, loss: 1.5116, grad_norm: 7.6134 2020-10-03 21:36:16,797 - mmaction - INFO - Epoch [89][1040/2825] lr: 7.500e-05, eta: 9:31:26, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8539, loss_cls: 1.4274, loss: 1.4274, grad_norm: 7.4611 2020-10-03 21:36:38,477 - mmaction - INFO - Epoch [89][1060/2825] lr: 7.500e-05, eta: 9:31:06, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8552, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.4398 2020-10-03 21:36:57,643 - mmaction - INFO - Epoch [89][1080/2825] lr: 7.500e-05, eta: 9:30:45, time: 0.957, data_time: 0.001, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8456, loss_cls: 1.4664, loss: 1.4664, grad_norm: 7.4196 2020-10-03 21:37:18,021 - mmaction - INFO - Epoch [89][1100/2825] lr: 7.500e-05, eta: 9:30:24, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8513, loss_cls: 1.4463, loss: 1.4463, grad_norm: 7.3824 2020-10-03 21:37:40,225 - mmaction - INFO - Epoch [89][1120/2825] lr: 7.500e-05, eta: 9:30:03, time: 1.110, data_time: 0.001, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8536, loss_cls: 1.4128, loss: 1.4128, grad_norm: 7.4783 2020-10-03 21:37:58,859 - mmaction - INFO - Epoch [89][1140/2825] lr: 7.500e-05, eta: 9:29:42, time: 0.932, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8620, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.3600 2020-10-03 21:38:20,832 - mmaction - INFO - Epoch [89][1160/2825] lr: 7.500e-05, eta: 9:29:21, time: 1.098, data_time: 0.001, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8503, loss_cls: 1.4236, loss: 1.4236, grad_norm: 7.6282 2020-10-03 21:38:41,528 - mmaction - INFO - Epoch [89][1180/2825] lr: 7.500e-05, eta: 9:29:00, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8549, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.4857 2020-10-03 21:39:01,613 - mmaction - INFO - Epoch [89][1200/2825] lr: 7.500e-05, eta: 9:28:39, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8508, loss_cls: 1.4555, loss: 1.4555, grad_norm: 7.4526 2020-10-03 21:39:23,293 - mmaction - INFO - Epoch [89][1220/2825] lr: 7.500e-05, eta: 9:28:18, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8544, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.6123 2020-10-03 21:39:43,762 - mmaction - INFO - Epoch [89][1240/2825] lr: 7.500e-05, eta: 9:27:57, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8536, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.5610 2020-10-03 21:40:03,562 - mmaction - INFO - Epoch [89][1260/2825] lr: 7.500e-05, eta: 9:27:36, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8409, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.3944 2020-10-03 21:40:24,317 - mmaction - INFO - Epoch [89][1280/2825] lr: 7.500e-05, eta: 9:27:16, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8469, loss_cls: 1.4696, loss: 1.4696, grad_norm: 7.4792 2020-10-03 21:40:45,229 - mmaction - INFO - Epoch [89][1300/2825] lr: 7.500e-05, eta: 9:26:55, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8620, loss_cls: 1.3954, loss: 1.3954, grad_norm: 7.4077 2020-10-03 21:41:06,848 - mmaction - INFO - Epoch [89][1320/2825] lr: 7.500e-05, eta: 9:26:34, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8385, loss_cls: 1.4782, loss: 1.4782, grad_norm: 7.5518 2020-10-03 21:41:26,380 - mmaction - INFO - Epoch [89][1340/2825] lr: 7.500e-05, eta: 9:26:13, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8464, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.4933 2020-10-03 21:41:48,842 - mmaction - INFO - Epoch [89][1360/2825] lr: 7.500e-05, eta: 9:25:52, time: 1.123, data_time: 0.234, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8609, loss_cls: 1.4187, loss: 1.4187, grad_norm: 7.5010 2020-10-03 21:42:08,123 - mmaction - INFO - Epoch [89][1380/2825] lr: 7.500e-05, eta: 9:25:31, time: 0.965, data_time: 0.139, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.4536 2020-10-03 21:42:28,709 - mmaction - INFO - Epoch [89][1400/2825] lr: 7.500e-05, eta: 9:25:10, time: 1.028, data_time: 0.330, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.4906 2020-10-03 21:42:50,350 - mmaction - INFO - Epoch [89][1420/2825] lr: 7.500e-05, eta: 9:24:49, time: 1.082, data_time: 0.446, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8409, loss_cls: 1.4932, loss: 1.4932, grad_norm: 7.6375 2020-10-03 21:43:10,180 - mmaction - INFO - Epoch [89][1440/2825] lr: 7.500e-05, eta: 9:24:28, time: 0.991, data_time: 0.378, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8625, loss_cls: 1.3875, loss: 1.3875, grad_norm: 7.4717 2020-10-03 21:43:30,916 - mmaction - INFO - Epoch [89][1460/2825] lr: 7.500e-05, eta: 9:24:08, time: 1.037, data_time: 0.360, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8526, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.4030 2020-10-03 21:43:51,343 - mmaction - INFO - Epoch [89][1480/2825] lr: 7.500e-05, eta: 9:23:47, time: 1.022, data_time: 0.152, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8576, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.4673 2020-10-03 21:44:13,500 - mmaction - INFO - Epoch [89][1500/2825] lr: 7.500e-05, eta: 9:23:26, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8451, loss_cls: 1.4858, loss: 1.4858, grad_norm: 7.7834 2020-10-03 21:44:32,787 - mmaction - INFO - Epoch [89][1520/2825] lr: 7.500e-05, eta: 9:23:05, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4539, loss: 1.4539, grad_norm: 7.5865 2020-10-03 21:44:54,726 - mmaction - INFO - Epoch [89][1540/2825] lr: 7.500e-05, eta: 9:22:44, time: 1.097, data_time: 0.001, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8409, loss_cls: 1.4898, loss: 1.4898, grad_norm: 7.5621 2020-10-03 21:45:15,404 - mmaction - INFO - Epoch [89][1560/2825] lr: 7.500e-05, eta: 9:22:23, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8516, loss_cls: 1.4493, loss: 1.4493, grad_norm: 7.6141 2020-10-03 21:45:35,151 - mmaction - INFO - Epoch [89][1580/2825] lr: 7.500e-05, eta: 9:22:02, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.4332, loss: 1.4332, grad_norm: 7.5587 2020-10-03 21:45:55,863 - mmaction - INFO - Epoch [89][1600/2825] lr: 7.500e-05, eta: 9:21:41, time: 1.035, data_time: 0.014, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8477, loss_cls: 1.4512, loss: 1.4512, grad_norm: 7.5808 2020-10-03 21:46:17,786 - mmaction - INFO - Epoch [89][1620/2825] lr: 7.500e-05, eta: 9:21:21, time: 1.097, data_time: 0.003, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8380, loss_cls: 1.5200, loss: 1.5200, grad_norm: 7.6485 2020-10-03 21:46:36,946 - mmaction - INFO - Epoch [89][1640/2825] lr: 7.500e-05, eta: 9:21:00, time: 0.958, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8599, loss_cls: 1.4134, loss: 1.4134, grad_norm: 7.4131 2020-10-03 21:46:58,184 - mmaction - INFO - Epoch [89][1660/2825] lr: 7.500e-05, eta: 9:20:39, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8536, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.5543 2020-10-03 21:47:20,504 - mmaction - INFO - Epoch [89][1680/2825] lr: 7.500e-05, eta: 9:20:18, time: 1.117, data_time: 0.003, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8479, loss_cls: 1.4700, loss: 1.4700, grad_norm: 7.5401 2020-10-03 21:47:40,468 - mmaction - INFO - Epoch [89][1700/2825] lr: 7.500e-05, eta: 9:19:57, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8354, loss_cls: 1.5128, loss: 1.5128, grad_norm: 7.6464 2020-10-03 21:48:00,018 - mmaction - INFO - Epoch [89][1720/2825] lr: 7.500e-05, eta: 9:19:36, time: 0.978, data_time: 0.003, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8549, loss_cls: 1.4376, loss: 1.4376, grad_norm: 7.3775 2020-10-03 21:48:20,223 - mmaction - INFO - Epoch [89][1740/2825] lr: 7.500e-05, eta: 9:19:15, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8432, loss_cls: 1.4733, loss: 1.4733, grad_norm: 7.5331 2020-10-03 21:48:41,478 - mmaction - INFO - Epoch [89][1760/2825] lr: 7.500e-05, eta: 9:18:54, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6763, top5_acc: 0.8560, loss_cls: 1.3957, loss: 1.3957, grad_norm: 7.4562 2020-10-03 21:49:02,230 - mmaction - INFO - Epoch [89][1780/2825] lr: 7.500e-05, eta: 9:18:33, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8471, loss_cls: 1.4405, loss: 1.4405, grad_norm: 7.4549 2020-10-03 21:49:23,159 - mmaction - INFO - Epoch [89][1800/2825] lr: 7.500e-05, eta: 9:18:13, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8490, loss_cls: 1.4377, loss: 1.4377, grad_norm: 7.5602 2020-10-03 21:49:43,990 - mmaction - INFO - Epoch [89][1820/2825] lr: 7.500e-05, eta: 9:17:52, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.4122, loss: 1.4122, grad_norm: 7.4642 2020-10-03 21:50:04,420 - mmaction - INFO - Epoch [89][1840/2825] lr: 7.500e-05, eta: 9:17:31, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8560, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.2669 2020-10-03 21:50:26,229 - mmaction - INFO - Epoch [89][1860/2825] lr: 7.500e-05, eta: 9:17:10, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8495, loss_cls: 1.4834, loss: 1.4834, grad_norm: 7.5111 2020-10-03 21:50:45,853 - mmaction - INFO - Epoch [89][1880/2825] lr: 7.500e-05, eta: 9:16:49, time: 0.981, data_time: 0.056, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8539, loss_cls: 1.4308, loss: 1.4308, grad_norm: 7.5778 2020-10-03 21:51:07,722 - mmaction - INFO - Epoch [89][1900/2825] lr: 7.500e-05, eta: 9:16:28, time: 1.094, data_time: 0.205, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8490, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.5470 2020-10-03 21:51:28,347 - mmaction - INFO - Epoch [89][1920/2825] lr: 7.500e-05, eta: 9:16:07, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8518, loss_cls: 1.4703, loss: 1.4703, grad_norm: 7.5915 2020-10-03 21:51:48,228 - mmaction - INFO - Epoch [89][1940/2825] lr: 7.500e-05, eta: 9:15:46, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8542, loss_cls: 1.4253, loss: 1.4253, grad_norm: 7.4957 2020-10-03 21:52:08,818 - mmaction - INFO - Epoch [89][1960/2825] lr: 7.500e-05, eta: 9:15:25, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8531, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.5950 2020-10-03 21:52:29,226 - mmaction - INFO - Epoch [89][1980/2825] lr: 7.500e-05, eta: 9:15:04, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8477, loss_cls: 1.4575, loss: 1.4575, grad_norm: 7.6209 2020-10-03 21:52:50,385 - mmaction - INFO - Epoch [89][2000/2825] lr: 7.500e-05, eta: 9:14:44, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8500, loss_cls: 1.4658, loss: 1.4658, grad_norm: 7.5560 2020-10-03 21:53:10,684 - mmaction - INFO - Epoch [89][2020/2825] lr: 7.500e-05, eta: 9:14:23, time: 1.015, data_time: 0.014, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8521, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.4256 2020-10-03 21:53:30,509 - mmaction - INFO - Epoch [89][2040/2825] lr: 7.500e-05, eta: 9:14:02, time: 0.990, data_time: 0.117, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8505, loss_cls: 1.4488, loss: 1.4488, grad_norm: 7.5068 2020-10-03 21:53:52,423 - mmaction - INFO - Epoch [89][2060/2825] lr: 7.500e-05, eta: 9:13:41, time: 1.096, data_time: 0.248, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8495, loss_cls: 1.4351, loss: 1.4351, grad_norm: 7.3525 2020-10-03 21:54:12,835 - mmaction - INFO - Epoch [89][2080/2825] lr: 7.500e-05, eta: 9:13:20, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8456, loss_cls: 1.4539, loss: 1.4539, grad_norm: 7.5571 2020-10-03 21:54:34,440 - mmaction - INFO - Epoch [89][2100/2825] lr: 7.500e-05, eta: 9:12:59, time: 1.080, data_time: 0.001, memory: 8353, top1_acc: 0.6755, top5_acc: 0.8591, loss_cls: 1.3855, loss: 1.3855, grad_norm: 7.3185 2020-10-03 21:54:55,148 - mmaction - INFO - Epoch [89][2120/2825] lr: 7.500e-05, eta: 9:12:38, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8419, loss_cls: 1.4977, loss: 1.4977, grad_norm: 7.7681 2020-10-03 21:55:15,741 - mmaction - INFO - Epoch [89][2140/2825] lr: 7.500e-05, eta: 9:12:17, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8497, loss_cls: 1.4572, loss: 1.4572, grad_norm: 7.5376 2020-10-03 21:55:35,970 - mmaction - INFO - Epoch [89][2160/2825] lr: 7.500e-05, eta: 9:11:57, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8492, loss_cls: 1.4603, loss: 1.4603, grad_norm: 7.4557 2020-10-03 21:55:56,662 - mmaction - INFO - Epoch [89][2180/2825] lr: 7.500e-05, eta: 9:11:36, time: 1.034, data_time: 0.147, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8620, loss_cls: 1.3986, loss: 1.3986, grad_norm: 7.4338 2020-10-03 21:56:17,063 - mmaction - INFO - Epoch [89][2200/2825] lr: 7.500e-05, eta: 9:11:15, time: 1.021, data_time: 0.028, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8589, loss_cls: 1.4037, loss: 1.4037, grad_norm: 7.4304 2020-10-03 21:56:38,236 - mmaction - INFO - Epoch [89][2220/2825] lr: 7.500e-05, eta: 9:10:54, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8456, loss_cls: 1.4855, loss: 1.4855, grad_norm: 7.7351 2020-10-03 21:56:59,471 - mmaction - INFO - Epoch [89][2240/2825] lr: 7.500e-05, eta: 9:10:33, time: 1.062, data_time: 0.037, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.3546 2020-10-03 21:57:20,415 - mmaction - INFO - Epoch [89][2260/2825] lr: 7.500e-05, eta: 9:10:12, time: 1.047, data_time: 0.359, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8419, loss_cls: 1.4879, loss: 1.4879, grad_norm: 7.5618 2020-10-03 21:57:40,898 - mmaction - INFO - Epoch [89][2280/2825] lr: 7.500e-05, eta: 9:09:51, time: 1.025, data_time: 0.121, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8471, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.5211 2020-10-03 21:58:01,095 - mmaction - INFO - Epoch [89][2300/2825] lr: 7.500e-05, eta: 9:09:30, time: 1.010, data_time: 0.012, memory: 8353, top1_acc: 0.6716, top5_acc: 0.8646, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.2745 2020-10-03 21:58:21,691 - mmaction - INFO - Epoch [89][2320/2825] lr: 7.500e-05, eta: 9:09:09, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8526, loss_cls: 1.4273, loss: 1.4273, grad_norm: 7.4375 2020-10-03 21:58:43,522 - mmaction - INFO - Epoch [89][2340/2825] lr: 7.500e-05, eta: 9:08:49, time: 1.092, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4726, loss: 1.4726, grad_norm: 7.5388 2020-10-03 21:59:03,241 - mmaction - INFO - Epoch [89][2360/2825] lr: 7.500e-05, eta: 9:08:28, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8490, loss_cls: 1.4748, loss: 1.4748, grad_norm: 7.6189 2020-10-03 21:59:23,651 - mmaction - INFO - Epoch [89][2380/2825] lr: 7.500e-05, eta: 9:08:07, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8526, loss_cls: 1.4660, loss: 1.4660, grad_norm: 7.6556 2020-10-03 21:59:44,407 - mmaction - INFO - Epoch [89][2400/2825] lr: 7.500e-05, eta: 9:07:46, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8589, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.3597 2020-10-03 22:00:06,701 - mmaction - INFO - Epoch [89][2420/2825] lr: 7.500e-05, eta: 9:07:25, time: 1.115, data_time: 0.001, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8487, loss_cls: 1.4660, loss: 1.4660, grad_norm: 7.5351 2020-10-03 22:00:27,987 - mmaction - INFO - Epoch [89][2440/2825] lr: 7.500e-05, eta: 9:07:04, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8487, loss_cls: 1.4352, loss: 1.4352, grad_norm: 7.4259 2020-10-03 22:00:48,053 - mmaction - INFO - Epoch [89][2460/2825] lr: 7.500e-05, eta: 9:06:43, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8576, loss_cls: 1.4073, loss: 1.4073, grad_norm: 7.5157 2020-10-03 22:01:09,233 - mmaction - INFO - Epoch [89][2480/2825] lr: 7.500e-05, eta: 9:06:23, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8513, loss_cls: 1.4393, loss: 1.4393, grad_norm: 7.4682 2020-10-03 22:01:29,017 - mmaction - INFO - Epoch [89][2500/2825] lr: 7.500e-05, eta: 9:06:02, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8555, loss_cls: 1.4623, loss: 1.4623, grad_norm: 7.6548 2020-10-03 22:01:50,643 - mmaction - INFO - Epoch [89][2520/2825] lr: 7.500e-05, eta: 9:05:41, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.2297 2020-10-03 22:02:11,477 - mmaction - INFO - Epoch [89][2540/2825] lr: 7.500e-05, eta: 9:05:20, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8474, loss_cls: 1.4767, loss: 1.4767, grad_norm: 7.4654 2020-10-03 22:02:31,856 - mmaction - INFO - Epoch [89][2560/2825] lr: 7.500e-05, eta: 9:04:59, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8469, loss_cls: 1.4901, loss: 1.4901, grad_norm: 7.6077 2020-10-03 22:02:52,980 - mmaction - INFO - Epoch [89][2580/2825] lr: 7.500e-05, eta: 9:04:38, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8401, loss_cls: 1.4842, loss: 1.4842, grad_norm: 7.4767 2020-10-03 22:03:14,780 - mmaction - INFO - Epoch [89][2600/2825] lr: 7.500e-05, eta: 9:04:17, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8461, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.4503 2020-10-03 22:03:34,537 - mmaction - INFO - Epoch [89][2620/2825] lr: 7.500e-05, eta: 9:03:56, time: 0.988, data_time: 0.001, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8479, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.5534 2020-10-03 22:03:55,331 - mmaction - INFO - Epoch [89][2640/2825] lr: 7.500e-05, eta: 9:03:36, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8544, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.4817 2020-10-03 22:04:15,194 - mmaction - INFO - Epoch [89][2660/2825] lr: 7.500e-05, eta: 9:03:15, time: 0.994, data_time: 0.003, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8417, loss_cls: 1.4766, loss: 1.4766, grad_norm: 7.5826 2020-10-03 22:04:35,849 - mmaction - INFO - Epoch [89][2680/2825] lr: 7.500e-05, eta: 9:02:54, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8500, loss_cls: 1.4234, loss: 1.4234, grad_norm: 7.3913 2020-10-03 22:04:57,002 - mmaction - INFO - Epoch [89][2700/2825] lr: 7.500e-05, eta: 9:02:33, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5084, loss: 1.5084, grad_norm: 7.4958 2020-10-03 22:05:17,640 - mmaction - INFO - Epoch [89][2720/2825] lr: 7.500e-05, eta: 9:02:12, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.5042, loss: 1.5042, grad_norm: 7.5811 2020-10-03 22:05:38,389 - mmaction - INFO - Epoch [89][2740/2825] lr: 7.500e-05, eta: 9:01:51, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8438, loss_cls: 1.4430, loss: 1.4430, grad_norm: 7.4203 2020-10-03 22:06:00,626 - mmaction - INFO - Epoch [89][2760/2825] lr: 7.500e-05, eta: 9:01:30, time: 1.112, data_time: 0.003, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8487, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.4746 2020-10-03 22:06:21,018 - mmaction - INFO - Epoch [89][2780/2825] lr: 7.500e-05, eta: 9:01:09, time: 1.020, data_time: 0.003, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.4898 2020-10-03 22:06:42,693 - mmaction - INFO - Epoch [89][2800/2825] lr: 7.500e-05, eta: 9:00:49, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8560, loss_cls: 1.4017, loss: 1.4017, grad_norm: 7.4224 2020-10-03 22:07:02,337 - mmaction - INFO - Epoch [89][2820/2825] lr: 7.500e-05, eta: 9:00:28, time: 0.982, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8521, loss_cls: 1.4519, loss: 1.4519, grad_norm: 7.5450 2020-10-03 22:07:08,113 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-10-03 22:07:57,168 - mmaction - INFO - Epoch [90][20/2825] lr: 7.500e-05, eta: 9:00:04, time: 2.410, data_time: 1.345, memory: 8353, top1_acc: 0.6753, top5_acc: 0.8536, loss_cls: 1.4002, loss: 1.4002, grad_norm: 7.3841 2020-10-03 22:08:19,610 - mmaction - INFO - Epoch [90][40/2825] lr: 7.500e-05, eta: 8:59:44, time: 1.121, data_time: 0.001, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8500, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.6502 2020-10-03 22:08:40,470 - mmaction - INFO - Epoch [90][60/2825] lr: 7.500e-05, eta: 8:59:23, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8497, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.4715 2020-10-03 22:09:00,830 - mmaction - INFO - Epoch [90][80/2825] lr: 7.500e-05, eta: 8:59:02, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8508, loss_cls: 1.4307, loss: 1.4307, grad_norm: 7.6352 2020-10-03 22:09:22,013 - mmaction - INFO - Epoch [90][100/2825] lr: 7.500e-05, eta: 8:58:41, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8526, loss_cls: 1.4349, loss: 1.4349, grad_norm: 7.4980 2020-10-03 22:09:41,393 - mmaction - INFO - Epoch [90][120/2825] lr: 7.500e-05, eta: 8:58:20, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8388, loss_cls: 1.5176, loss: 1.5176, grad_norm: 7.6322 2020-10-03 22:10:02,196 - mmaction - INFO - Epoch [90][140/2825] lr: 7.500e-05, eta: 8:57:59, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8443, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.5708 2020-10-03 22:10:23,175 - mmaction - INFO - Epoch [90][160/2825] lr: 7.500e-05, eta: 8:57:38, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8479, loss_cls: 1.4893, loss: 1.4893, grad_norm: 7.5972 2020-10-03 22:10:44,149 - mmaction - INFO - Epoch [90][180/2825] lr: 7.500e-05, eta: 8:57:17, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8487, loss_cls: 1.4470, loss: 1.4470, grad_norm: 7.5206 2020-10-03 22:11:05,580 - mmaction - INFO - Epoch [90][200/2825] lr: 7.500e-05, eta: 8:56:57, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8536, loss_cls: 1.4461, loss: 1.4461, grad_norm: 7.4886 2020-10-03 22:11:26,541 - mmaction - INFO - Epoch [90][220/2825] lr: 7.500e-05, eta: 8:56:36, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8526, loss_cls: 1.4281, loss: 1.4281, grad_norm: 7.3864 2020-10-03 22:11:46,498 - mmaction - INFO - Epoch [90][240/2825] lr: 7.500e-05, eta: 8:56:15, time: 0.998, data_time: 0.003, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8383, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.4774 2020-10-03 22:12:07,366 - mmaction - INFO - Epoch [90][260/2825] lr: 7.500e-05, eta: 8:55:54, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8544, loss_cls: 1.4278, loss: 1.4278, grad_norm: 7.5251 2020-10-03 22:12:28,212 - mmaction - INFO - Epoch [90][280/2825] lr: 7.500e-05, eta: 8:55:33, time: 1.042, data_time: 0.033, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8531, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.3892 2020-10-03 22:12:49,320 - mmaction - INFO - Epoch [90][300/2825] lr: 7.500e-05, eta: 8:55:12, time: 1.055, data_time: 0.405, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8495, loss_cls: 1.4287, loss: 1.4287, grad_norm: 7.4814 2020-10-03 22:13:10,458 - mmaction - INFO - Epoch [90][320/2825] lr: 7.500e-05, eta: 8:54:51, time: 1.057, data_time: 0.449, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8461, loss_cls: 1.4676, loss: 1.4676, grad_norm: 7.5167 2020-10-03 22:13:30,637 - mmaction - INFO - Epoch [90][340/2825] lr: 7.500e-05, eta: 8:54:30, time: 1.008, data_time: 0.396, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8497, loss_cls: 1.4796, loss: 1.4796, grad_norm: 7.5803 2020-10-03 22:13:51,897 - mmaction - INFO - Epoch [90][360/2825] lr: 7.500e-05, eta: 8:54:09, time: 1.063, data_time: 0.299, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8497, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.5236 2020-10-03 22:14:12,037 - mmaction - INFO - Epoch [90][380/2825] lr: 7.500e-05, eta: 8:53:49, time: 1.007, data_time: 0.087, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8497, loss_cls: 1.4699, loss: 1.4699, grad_norm: 7.6246 2020-10-03 22:14:32,084 - mmaction - INFO - Epoch [90][400/2825] lr: 7.500e-05, eta: 8:53:28, time: 1.003, data_time: 0.019, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8424, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.4269 2020-10-03 22:14:53,039 - mmaction - INFO - Epoch [90][420/2825] lr: 7.500e-05, eta: 8:53:07, time: 1.047, data_time: 0.055, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8583, loss_cls: 1.4206, loss: 1.4206, grad_norm: 7.4306 2020-10-03 22:15:12,688 - mmaction - INFO - Epoch [90][440/2825] lr: 7.500e-05, eta: 8:52:46, time: 0.983, data_time: 0.040, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8503, loss_cls: 1.4315, loss: 1.4315, grad_norm: 7.3551 2020-10-03 22:15:34,868 - mmaction - INFO - Epoch [90][460/2825] lr: 7.500e-05, eta: 8:52:25, time: 1.109, data_time: 0.093, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4363, loss: 1.4363, grad_norm: 7.4328 2020-10-03 22:15:54,155 - mmaction - INFO - Epoch [90][480/2825] lr: 7.500e-05, eta: 8:52:04, time: 0.965, data_time: 0.057, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8521, loss_cls: 1.4401, loss: 1.4401, grad_norm: 7.4176 2020-10-03 22:16:15,244 - mmaction - INFO - Epoch [90][500/2825] lr: 7.500e-05, eta: 8:51:43, time: 1.054, data_time: 0.005, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8529, loss_cls: 1.4262, loss: 1.4262, grad_norm: 7.3842 2020-10-03 22:16:36,247 - mmaction - INFO - Epoch [90][520/2825] lr: 7.500e-05, eta: 8:51:22, time: 1.050, data_time: 0.011, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8471, loss_cls: 1.4692, loss: 1.4692, grad_norm: 7.4657 2020-10-03 22:16:56,398 - mmaction - INFO - Epoch [90][540/2825] lr: 7.500e-05, eta: 8:51:01, time: 1.007, data_time: 0.076, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8503, loss_cls: 1.4747, loss: 1.4747, grad_norm: 7.6101 2020-10-03 22:17:17,643 - mmaction - INFO - Epoch [90][560/2825] lr: 7.500e-05, eta: 8:50:40, time: 1.062, data_time: 0.276, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8469, loss_cls: 1.4572, loss: 1.4572, grad_norm: 7.5712 2020-10-03 22:17:37,884 - mmaction - INFO - Epoch [90][580/2825] lr: 7.500e-05, eta: 8:50:19, time: 1.013, data_time: 0.219, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8516, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.5162 2020-10-03 22:17:59,562 - mmaction - INFO - Epoch [90][600/2825] lr: 7.500e-05, eta: 8:49:59, time: 1.083, data_time: 0.079, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8487, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.4239 2020-10-03 22:18:19,976 - mmaction - INFO - Epoch [90][620/2825] lr: 7.500e-05, eta: 8:49:38, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8570, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.4481 2020-10-03 22:18:40,047 - mmaction - INFO - Epoch [90][640/2825] lr: 7.500e-05, eta: 8:49:17, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8503, loss_cls: 1.4396, loss: 1.4396, grad_norm: 7.4971 2020-10-03 22:19:01,107 - mmaction - INFO - Epoch [90][660/2825] lr: 7.500e-05, eta: 8:48:56, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8547, loss_cls: 1.4262, loss: 1.4262, grad_norm: 7.4284 2020-10-03 22:19:22,594 - mmaction - INFO - Epoch [90][680/2825] lr: 7.500e-05, eta: 8:48:35, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8542, loss_cls: 1.3946, loss: 1.3946, grad_norm: 7.2176 2020-10-03 22:19:43,153 - mmaction - INFO - Epoch [90][700/2825] lr: 7.500e-05, eta: 8:48:14, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8518, loss_cls: 1.4280, loss: 1.4280, grad_norm: 7.3991 2020-10-03 22:20:03,970 - mmaction - INFO - Epoch [90][720/2825] lr: 7.500e-05, eta: 8:47:53, time: 1.041, data_time: 0.003, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8518, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.6299 2020-10-03 22:20:25,147 - mmaction - INFO - Epoch [90][740/2825] lr: 7.500e-05, eta: 8:47:33, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8544, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.5695 2020-10-03 22:20:46,547 - mmaction - INFO - Epoch [90][760/2825] lr: 7.500e-05, eta: 8:47:12, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8432, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.5758 2020-10-03 22:21:06,721 - mmaction - INFO - Epoch [90][780/2825] lr: 7.500e-05, eta: 8:46:51, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8477, loss_cls: 1.4475, loss: 1.4475, grad_norm: 7.5344 2020-10-03 22:21:27,135 - mmaction - INFO - Epoch [90][800/2825] lr: 7.500e-05, eta: 8:46:30, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8484, loss_cls: 1.4672, loss: 1.4672, grad_norm: 7.5506 2020-10-03 22:21:48,739 - mmaction - INFO - Epoch [90][820/2825] lr: 7.500e-05, eta: 8:46:09, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8471, loss_cls: 1.4700, loss: 1.4700, grad_norm: 7.5295 2020-10-03 22:22:08,612 - mmaction - INFO - Epoch [90][840/2825] lr: 7.500e-05, eta: 8:45:48, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8443, loss_cls: 1.4727, loss: 1.4727, grad_norm: 7.5212 2020-10-03 22:22:29,763 - mmaction - INFO - Epoch [90][860/2825] lr: 7.500e-05, eta: 8:45:27, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8693, loss_cls: 1.3728, loss: 1.3728, grad_norm: 7.3306 2020-10-03 22:22:50,433 - mmaction - INFO - Epoch [90][880/2825] lr: 7.500e-05, eta: 8:45:06, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6729, top5_acc: 0.8552, loss_cls: 1.4121, loss: 1.4121, grad_norm: 7.3244 2020-10-03 22:23:09,888 - mmaction - INFO - Epoch [90][900/2825] lr: 7.500e-05, eta: 8:44:45, time: 0.973, data_time: 0.015, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8497, loss_cls: 1.4550, loss: 1.4550, grad_norm: 7.5439 2020-10-03 22:23:31,255 - mmaction - INFO - Epoch [90][920/2825] lr: 7.500e-05, eta: 8:44:25, time: 1.069, data_time: 0.028, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8487, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.5192 2020-10-03 22:23:51,970 - mmaction - INFO - Epoch [90][940/2825] lr: 7.500e-05, eta: 8:44:04, time: 1.035, data_time: 0.054, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8461, loss_cls: 1.5022, loss: 1.5022, grad_norm: 7.6892 2020-10-03 22:24:12,630 - mmaction - INFO - Epoch [90][960/2825] lr: 7.500e-05, eta: 8:43:43, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.5292 2020-10-03 22:24:34,595 - mmaction - INFO - Epoch [90][980/2825] lr: 7.500e-05, eta: 8:43:22, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.3147 2020-10-03 22:24:53,648 - mmaction - INFO - Epoch [90][1000/2825] lr: 7.500e-05, eta: 8:43:01, time: 0.952, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8536, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.4711 2020-10-03 22:25:13,757 - mmaction - INFO - Epoch [90][1020/2825] lr: 7.500e-05, eta: 8:42:40, time: 1.006, data_time: 0.037, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8437, loss_cls: 1.4803, loss: 1.4803, grad_norm: 7.5611 2020-10-03 22:25:34,400 - mmaction - INFO - Epoch [90][1040/2825] lr: 7.500e-05, eta: 8:42:19, time: 1.032, data_time: 0.300, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4686, loss: 1.4686, grad_norm: 7.5032 2020-10-03 22:25:55,146 - mmaction - INFO - Epoch [90][1060/2825] lr: 7.500e-05, eta: 8:41:58, time: 1.038, data_time: 0.059, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8547, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.3761 2020-10-03 22:26:16,107 - mmaction - INFO - Epoch [90][1080/2825] lr: 7.500e-05, eta: 8:41:37, time: 1.049, data_time: 0.076, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8437, loss_cls: 1.4650, loss: 1.4650, grad_norm: 7.3906 2020-10-03 22:26:37,188 - mmaction - INFO - Epoch [90][1100/2825] lr: 7.500e-05, eta: 8:41:17, time: 1.053, data_time: 0.337, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8497, loss_cls: 1.4629, loss: 1.4629, grad_norm: 7.6182 2020-10-03 22:26:57,650 - mmaction - INFO - Epoch [90][1120/2825] lr: 7.500e-05, eta: 8:40:56, time: 1.024, data_time: 0.188, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8461, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.3967 2020-10-03 22:27:18,565 - mmaction - INFO - Epoch [90][1140/2825] lr: 7.500e-05, eta: 8:40:35, time: 1.045, data_time: 0.023, memory: 8353, top1_acc: 0.6734, top5_acc: 0.8599, loss_cls: 1.4007, loss: 1.4007, grad_norm: 7.4896 2020-10-03 22:27:37,567 - mmaction - INFO - Epoch [90][1160/2825] lr: 7.500e-05, eta: 8:40:14, time: 0.951, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8500, loss_cls: 1.4668, loss: 1.4668, grad_norm: 7.5980 2020-10-03 22:27:59,301 - mmaction - INFO - Epoch [90][1180/2825] lr: 7.500e-05, eta: 8:39:53, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8466, loss_cls: 1.4812, loss: 1.4812, grad_norm: 7.4989 2020-10-03 22:28:19,230 - mmaction - INFO - Epoch [90][1200/2825] lr: 7.500e-05, eta: 8:39:32, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8490, loss_cls: 1.4452, loss: 1.4452, grad_norm: 7.4960 2020-10-03 22:28:40,718 - mmaction - INFO - Epoch [90][1220/2825] lr: 7.500e-05, eta: 8:39:11, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8518, loss_cls: 1.4167, loss: 1.4167, grad_norm: 7.4964 2020-10-03 22:29:01,302 - mmaction - INFO - Epoch [90][1240/2825] lr: 7.500e-05, eta: 8:38:50, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8565, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.4436 2020-10-03 22:29:21,272 - mmaction - INFO - Epoch [90][1260/2825] lr: 7.500e-05, eta: 8:38:29, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8539, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.5819 2020-10-03 22:29:42,359 - mmaction - INFO - Epoch [90][1280/2825] lr: 7.500e-05, eta: 8:38:08, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8484, loss_cls: 1.4474, loss: 1.4474, grad_norm: 7.5445 2020-10-03 22:30:04,060 - mmaction - INFO - Epoch [90][1300/2825] lr: 7.500e-05, eta: 8:37:48, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8581, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.5552 2020-10-03 22:30:24,333 - mmaction - INFO - Epoch [90][1320/2825] lr: 7.500e-05, eta: 8:37:27, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8474, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.5150 2020-10-03 22:30:44,981 - mmaction - INFO - Epoch [90][1340/2825] lr: 7.500e-05, eta: 8:37:06, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8557, loss_cls: 1.4207, loss: 1.4207, grad_norm: 7.5905 2020-10-03 22:31:05,825 - mmaction - INFO - Epoch [90][1360/2825] lr: 7.500e-05, eta: 8:36:45, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8461, loss_cls: 1.4438, loss: 1.4438, grad_norm: 7.5174 2020-10-03 22:31:25,780 - mmaction - INFO - Epoch [90][1380/2825] lr: 7.500e-05, eta: 8:36:24, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8508, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.4765 2020-10-03 22:31:46,270 - mmaction - INFO - Epoch [90][1400/2825] lr: 7.500e-05, eta: 8:36:03, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.4175, loss: 1.4175, grad_norm: 7.4960 2020-10-03 22:32:08,033 - mmaction - INFO - Epoch [90][1420/2825] lr: 7.500e-05, eta: 8:35:42, time: 1.088, data_time: 0.012, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8453, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.4988 2020-10-03 22:32:28,777 - mmaction - INFO - Epoch [90][1440/2825] lr: 7.500e-05, eta: 8:35:21, time: 1.038, data_time: 0.014, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8539, loss_cls: 1.4091, loss: 1.4091, grad_norm: 7.5073 2020-10-03 22:32:50,547 - mmaction - INFO - Epoch [90][1460/2825] lr: 7.500e-05, eta: 8:35:01, time: 1.088, data_time: 0.085, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8560, loss_cls: 1.4000, loss: 1.4000, grad_norm: 7.4914 2020-10-03 22:33:10,474 - mmaction - INFO - Epoch [90][1480/2825] lr: 7.500e-05, eta: 8:34:40, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8518, loss_cls: 1.4677, loss: 1.4677, grad_norm: 7.6824 2020-10-03 22:33:32,201 - mmaction - INFO - Epoch [90][1500/2825] lr: 7.500e-05, eta: 8:34:19, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8479, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.5888 2020-10-03 22:33:52,639 - mmaction - INFO - Epoch [90][1520/2825] lr: 7.500e-05, eta: 8:33:58, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8521, loss_cls: 1.4508, loss: 1.4508, grad_norm: 7.5832 2020-10-03 22:34:13,160 - mmaction - INFO - Epoch [90][1540/2825] lr: 7.500e-05, eta: 8:33:37, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8362, loss_cls: 1.5291, loss: 1.5291, grad_norm: 7.5337 2020-10-03 22:34:33,521 - mmaction - INFO - Epoch [90][1560/2825] lr: 7.500e-05, eta: 8:33:16, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8466, loss_cls: 1.4834, loss: 1.4834, grad_norm: 7.6168 2020-10-03 22:34:53,859 - mmaction - INFO - Epoch [90][1580/2825] lr: 7.500e-05, eta: 8:32:55, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8594, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.3507 2020-10-03 22:35:16,009 - mmaction - INFO - Epoch [90][1600/2825] lr: 7.500e-05, eta: 8:32:34, time: 1.108, data_time: 0.003, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8503, loss_cls: 1.4454, loss: 1.4454, grad_norm: 7.5761 2020-10-03 22:35:35,608 - mmaction - INFO - Epoch [90][1620/2825] lr: 7.500e-05, eta: 8:32:13, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.4346, loss: 1.4346, grad_norm: 7.4454 2020-10-03 22:35:57,521 - mmaction - INFO - Epoch [90][1640/2825] lr: 7.500e-05, eta: 8:31:53, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8568, loss_cls: 1.4114, loss: 1.4114, grad_norm: 7.4350 2020-10-03 22:36:18,258 - mmaction - INFO - Epoch [90][1660/2825] lr: 7.500e-05, eta: 8:31:32, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4469, loss: 1.4469, grad_norm: 7.5327 2020-10-03 22:36:37,539 - mmaction - INFO - Epoch [90][1680/2825] lr: 7.500e-05, eta: 8:31:11, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8438, loss_cls: 1.4756, loss: 1.4756, grad_norm: 7.5359 2020-10-03 22:36:58,850 - mmaction - INFO - Epoch [90][1700/2825] lr: 7.500e-05, eta: 8:30:50, time: 1.066, data_time: 0.110, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8583, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.4999 2020-10-03 22:37:19,131 - mmaction - INFO - Epoch [90][1720/2825] lr: 7.500e-05, eta: 8:30:29, time: 1.014, data_time: 0.065, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.4115, loss: 1.4115, grad_norm: 7.3095 2020-10-03 22:37:38,619 - mmaction - INFO - Epoch [90][1740/2825] lr: 7.500e-05, eta: 8:30:08, time: 0.974, data_time: 0.066, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8352, loss_cls: 1.5131, loss: 1.5131, grad_norm: 7.5677 2020-10-03 22:37:59,600 - mmaction - INFO - Epoch [90][1760/2825] lr: 7.500e-05, eta: 8:29:47, time: 1.049, data_time: 0.028, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8518, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.3330 2020-10-03 22:38:20,783 - mmaction - INFO - Epoch [90][1780/2825] lr: 7.500e-05, eta: 8:29:26, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6687, top5_acc: 0.8604, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.3846 2020-10-03 22:38:41,212 - mmaction - INFO - Epoch [90][1800/2825] lr: 7.500e-05, eta: 8:29:05, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8565, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.2873 2020-10-03 22:39:02,035 - mmaction - INFO - Epoch [90][1820/2825] lr: 7.500e-05, eta: 8:28:44, time: 1.042, data_time: 0.015, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8510, loss_cls: 1.4363, loss: 1.4363, grad_norm: 7.4376 2020-10-03 22:39:22,478 - mmaction - INFO - Epoch [90][1840/2825] lr: 7.500e-05, eta: 8:28:24, time: 1.022, data_time: 0.129, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4565, loss: 1.4565, grad_norm: 7.5880 2020-10-03 22:39:42,577 - mmaction - INFO - Epoch [90][1860/2825] lr: 7.500e-05, eta: 8:28:03, time: 1.005, data_time: 0.072, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8536, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.5512 2020-10-03 22:40:03,738 - mmaction - INFO - Epoch [90][1880/2825] lr: 7.500e-05, eta: 8:27:42, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8565, loss_cls: 1.4295, loss: 1.4295, grad_norm: 7.5941 2020-10-03 22:40:23,870 - mmaction - INFO - Epoch [90][1900/2825] lr: 7.500e-05, eta: 8:27:21, time: 1.007, data_time: 0.005, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8565, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.3685 2020-10-03 22:40:44,855 - mmaction - INFO - Epoch [90][1920/2825] lr: 7.500e-05, eta: 8:27:00, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8529, loss_cls: 1.4279, loss: 1.4279, grad_norm: 7.5571 2020-10-03 22:41:05,566 - mmaction - INFO - Epoch [90][1940/2825] lr: 7.500e-05, eta: 8:26:39, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.7072 2020-10-03 22:41:25,950 - mmaction - INFO - Epoch [90][1960/2825] lr: 7.500e-05, eta: 8:26:18, time: 1.018, data_time: 0.003, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8516, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.5110 2020-10-03 22:41:46,150 - mmaction - INFO - Epoch [90][1980/2825] lr: 7.500e-05, eta: 8:25:57, time: 1.010, data_time: 0.028, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8495, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.4525 2020-10-03 22:42:07,421 - mmaction - INFO - Epoch [90][2000/2825] lr: 7.500e-05, eta: 8:25:36, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8521, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.4812 2020-10-03 22:42:27,902 - mmaction - INFO - Epoch [90][2020/2825] lr: 7.500e-05, eta: 8:25:15, time: 1.024, data_time: 0.004, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8464, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.5612 2020-10-03 22:42:48,686 - mmaction - INFO - Epoch [90][2040/2825] lr: 7.500e-05, eta: 8:24:55, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4871, loss: 1.4871, grad_norm: 7.5393 2020-10-03 22:43:08,533 - mmaction - INFO - Epoch [90][2060/2825] lr: 7.500e-05, eta: 8:24:34, time: 0.993, data_time: 0.007, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8378, loss_cls: 1.5048, loss: 1.5048, grad_norm: 7.5160 2020-10-03 22:43:29,067 - mmaction - INFO - Epoch [90][2080/2825] lr: 7.500e-05, eta: 8:24:13, time: 1.026, data_time: 0.011, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8513, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.5057 2020-10-03 22:43:49,664 - mmaction - INFO - Epoch [90][2100/2825] lr: 7.500e-05, eta: 8:23:52, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8482, loss_cls: 1.4583, loss: 1.4583, grad_norm: 7.4289 2020-10-03 22:44:10,479 - mmaction - INFO - Epoch [90][2120/2825] lr: 7.500e-05, eta: 8:23:31, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8521, loss_cls: 1.4360, loss: 1.4360, grad_norm: 7.6007 2020-10-03 22:44:31,944 - mmaction - INFO - Epoch [90][2140/2825] lr: 7.500e-05, eta: 8:23:10, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4406, loss: 1.4406, grad_norm: 7.5553 2020-10-03 22:44:52,621 - mmaction - INFO - Epoch [90][2160/2825] lr: 7.500e-05, eta: 8:22:49, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8432, loss_cls: 1.4575, loss: 1.4575, grad_norm: 7.4670 2020-10-03 22:45:12,620 - mmaction - INFO - Epoch [90][2180/2825] lr: 7.500e-05, eta: 8:22:28, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8570, loss_cls: 1.4213, loss: 1.4213, grad_norm: 7.4473 2020-10-03 22:45:33,531 - mmaction - INFO - Epoch [90][2200/2825] lr: 7.500e-05, eta: 8:22:07, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8557, loss_cls: 1.4111, loss: 1.4111, grad_norm: 7.4258 2020-10-03 22:45:54,598 - mmaction - INFO - Epoch [90][2220/2825] lr: 7.500e-05, eta: 8:21:47, time: 1.054, data_time: 0.017, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4726, loss: 1.4726, grad_norm: 7.6259 2020-10-03 22:46:14,480 - mmaction - INFO - Epoch [90][2240/2825] lr: 7.500e-05, eta: 8:21:26, time: 0.995, data_time: 0.003, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4770, loss: 1.4770, grad_norm: 7.5760 2020-10-03 22:46:35,834 - mmaction - INFO - Epoch [90][2260/2825] lr: 7.500e-05, eta: 8:21:05, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8510, loss_cls: 1.4144, loss: 1.4144, grad_norm: 7.4499 2020-10-03 22:46:55,523 - mmaction - INFO - Epoch [90][2280/2825] lr: 7.500e-05, eta: 8:20:44, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3922, loss: 1.3922, grad_norm: 7.5280 2020-10-03 22:47:16,642 - mmaction - INFO - Epoch [90][2300/2825] lr: 7.500e-05, eta: 8:20:23, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8443, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.7777 2020-10-03 22:47:37,873 - mmaction - INFO - Epoch [90][2320/2825] lr: 7.500e-05, eta: 8:20:02, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6401, top5_acc: 0.8378, loss_cls: 1.5244, loss: 1.5244, grad_norm: 7.5317 2020-10-03 22:47:58,589 - mmaction - INFO - Epoch [90][2340/2825] lr: 7.500e-05, eta: 8:19:41, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8549, loss_cls: 1.4195, loss: 1.4195, grad_norm: 7.4256 2020-10-03 22:48:19,519 - mmaction - INFO - Epoch [90][2360/2825] lr: 7.500e-05, eta: 8:19:20, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8482, loss_cls: 1.4775, loss: 1.4775, grad_norm: 7.6024 2020-10-03 22:48:39,946 - mmaction - INFO - Epoch [90][2380/2825] lr: 7.500e-05, eta: 8:18:59, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6432, top5_acc: 0.8458, loss_cls: 1.4836, loss: 1.4836, grad_norm: 7.6427 2020-10-03 22:49:01,211 - mmaction - INFO - Epoch [90][2400/2825] lr: 7.500e-05, eta: 8:18:39, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8508, loss_cls: 1.4272, loss: 1.4272, grad_norm: 7.5427 2020-10-03 22:49:21,666 - mmaction - INFO - Epoch [90][2420/2825] lr: 7.500e-05, eta: 8:18:18, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8518, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.4991 2020-10-03 22:49:41,604 - mmaction - INFO - Epoch [90][2440/2825] lr: 7.500e-05, eta: 8:17:57, time: 0.997, data_time: 0.001, memory: 8353, top1_acc: 0.6388, top5_acc: 0.8424, loss_cls: 1.5166, loss: 1.5166, grad_norm: 7.5148 2020-10-03 22:50:02,203 - mmaction - INFO - Epoch [90][2460/2825] lr: 7.500e-05, eta: 8:17:36, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8628, loss_cls: 1.4023, loss: 1.4023, grad_norm: 7.4818 2020-10-03 22:50:25,203 - mmaction - INFO - Epoch [90][2480/2825] lr: 7.500e-05, eta: 8:17:15, time: 1.150, data_time: 0.051, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8505, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.5553 2020-10-03 22:50:43,669 - mmaction - INFO - Epoch [90][2500/2825] lr: 7.500e-05, eta: 8:16:54, time: 0.924, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8474, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.4335 2020-10-03 22:51:05,008 - mmaction - INFO - Epoch [90][2520/2825] lr: 7.500e-05, eta: 8:16:33, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8396, loss_cls: 1.4769, loss: 1.4769, grad_norm: 7.6195 2020-10-03 22:51:25,752 - mmaction - INFO - Epoch [90][2540/2825] lr: 7.500e-05, eta: 8:16:12, time: 1.037, data_time: 0.072, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8589, loss_cls: 1.4228, loss: 1.4228, grad_norm: 7.5582 2020-10-03 22:51:46,191 - mmaction - INFO - Epoch [90][2560/2825] lr: 7.500e-05, eta: 8:15:51, time: 1.021, data_time: 0.068, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8583, loss_cls: 1.4214, loss: 1.4214, grad_norm: 7.6448 2020-10-03 22:52:06,601 - mmaction - INFO - Epoch [90][2580/2825] lr: 7.500e-05, eta: 8:15:31, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8539, loss_cls: 1.4620, loss: 1.4620, grad_norm: 7.6933 2020-10-03 22:52:27,525 - mmaction - INFO - Epoch [90][2600/2825] lr: 7.500e-05, eta: 8:15:10, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8487, loss_cls: 1.4766, loss: 1.4766, grad_norm: 7.6153 2020-10-03 22:52:47,575 - mmaction - INFO - Epoch [90][2620/2825] lr: 7.500e-05, eta: 8:14:49, time: 1.001, data_time: 0.001, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8505, loss_cls: 1.4719, loss: 1.4719, grad_norm: 7.5057 2020-10-03 22:53:08,402 - mmaction - INFO - Epoch [90][2640/2825] lr: 7.500e-05, eta: 8:14:28, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8497, loss_cls: 1.4655, loss: 1.4655, grad_norm: 7.5598 2020-10-03 22:53:29,756 - mmaction - INFO - Epoch [90][2660/2825] lr: 7.500e-05, eta: 8:14:07, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8586, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.3494 2020-10-03 22:53:50,155 - mmaction - INFO - Epoch [90][2680/2825] lr: 7.500e-05, eta: 8:13:46, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8552, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.4754 2020-10-03 22:54:10,255 - mmaction - INFO - Epoch [90][2700/2825] lr: 7.500e-05, eta: 8:13:25, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8466, loss_cls: 1.4587, loss: 1.4587, grad_norm: 7.5230 2020-10-03 22:54:31,271 - mmaction - INFO - Epoch [90][2720/2825] lr: 7.500e-05, eta: 8:13:04, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8542, loss_cls: 1.4260, loss: 1.4260, grad_norm: 7.6206 2020-10-03 22:54:52,739 - mmaction - INFO - Epoch [90][2740/2825] lr: 7.500e-05, eta: 8:12:44, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8482, loss_cls: 1.4738, loss: 1.4738, grad_norm: 7.5556 2020-10-03 22:55:12,455 - mmaction - INFO - Epoch [90][2760/2825] lr: 7.500e-05, eta: 8:12:23, time: 0.987, data_time: 0.003, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8505, loss_cls: 1.4782, loss: 1.4782, grad_norm: 7.5653 2020-10-03 22:55:33,025 - mmaction - INFO - Epoch [90][2780/2825] lr: 7.500e-05, eta: 8:12:02, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8419, loss_cls: 1.4665, loss: 1.4665, grad_norm: 7.4567 2020-10-03 22:55:54,405 - mmaction - INFO - Epoch [90][2800/2825] lr: 7.500e-05, eta: 8:11:41, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8453, loss_cls: 1.4977, loss: 1.4977, grad_norm: 7.6457 2020-10-03 22:56:15,023 - mmaction - INFO - Epoch [90][2820/2825] lr: 7.500e-05, eta: 8:11:20, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8419, loss_cls: 1.4700, loss: 1.4700, grad_norm: 7.5602 2020-10-03 22:56:20,047 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-10-03 22:59:46,106 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 22:59:48,560 - mmaction - INFO - top1_acc 0.5995 top5_acc 0.8234 2020-10-03 22:59:48,560 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 22:59:48,699 - mmaction - INFO - mean_acc 0.5995 2020-10-03 22:59:48,699 - mmaction - INFO - Now best checkpoint is epoch_90.pth 2020-10-03 22:59:48,719 - mmaction - INFO - Epoch(val) [90][2825] top1_acc: 0.5995, top5_acc: 0.8234, mean_class_accuracy: 0.5995 2020-10-03 23:00:35,003 - mmaction - INFO - Epoch [91][20/2825] lr: 7.500e-05, eta: 8:10:56, time: 2.313, data_time: 1.154, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8549, loss_cls: 1.4373, loss: 1.4373, grad_norm: 7.4381 2020-10-03 23:00:55,428 - mmaction - INFO - Epoch [91][40/2825] lr: 7.500e-05, eta: 8:10:35, time: 1.022, data_time: 0.003, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8482, loss_cls: 1.4695, loss: 1.4695, grad_norm: 7.4599 2020-10-03 23:01:16,374 - mmaction - INFO - Epoch [91][60/2825] lr: 7.500e-05, eta: 8:10:14, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6724, top5_acc: 0.8500, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.2910 2020-10-03 23:01:37,603 - mmaction - INFO - Epoch [91][80/2825] lr: 7.500e-05, eta: 8:09:53, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6747, top5_acc: 0.8602, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.4171 2020-10-03 23:01:58,233 - mmaction - INFO - Epoch [91][100/2825] lr: 7.500e-05, eta: 8:09:33, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8549, loss_cls: 1.4297, loss: 1.4297, grad_norm: 7.4581 2020-10-03 23:02:18,092 - mmaction - INFO - Epoch [91][120/2825] lr: 7.500e-05, eta: 8:09:12, time: 0.993, data_time: 0.001, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8542, loss_cls: 1.4224, loss: 1.4224, grad_norm: 7.4059 2020-10-03 23:02:40,321 - mmaction - INFO - Epoch [91][140/2825] lr: 7.500e-05, eta: 8:08:51, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8367, loss_cls: 1.4886, loss: 1.4886, grad_norm: 7.6666 2020-10-03 23:02:59,273 - mmaction - INFO - Epoch [91][160/2825] lr: 7.500e-05, eta: 8:08:30, time: 0.949, data_time: 0.003, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8409, loss_cls: 1.4929, loss: 1.4929, grad_norm: 7.5728 2020-10-03 23:03:20,842 - mmaction - INFO - Epoch [91][180/2825] lr: 7.500e-05, eta: 8:08:09, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8526, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.3448 2020-10-03 23:03:41,951 - mmaction - INFO - Epoch [91][200/2825] lr: 7.500e-05, eta: 8:07:48, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8490, loss_cls: 1.4495, loss: 1.4495, grad_norm: 7.5362 2020-10-03 23:04:01,512 - mmaction - INFO - Epoch [91][220/2825] lr: 7.500e-05, eta: 8:07:27, time: 0.979, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8466, loss_cls: 1.4752, loss: 1.4752, grad_norm: 7.5240 2020-10-03 23:04:22,346 - mmaction - INFO - Epoch [91][240/2825] lr: 7.500e-05, eta: 8:07:06, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8440, loss_cls: 1.4901, loss: 1.4901, grad_norm: 7.6892 2020-10-03 23:04:43,367 - mmaction - INFO - Epoch [91][260/2825] lr: 7.500e-05, eta: 8:06:45, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8549, loss_cls: 1.4198, loss: 1.4198, grad_norm: 7.4130 2020-10-03 23:05:03,541 - mmaction - INFO - Epoch [91][280/2825] lr: 7.500e-05, eta: 8:06:24, time: 1.008, data_time: 0.021, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8523, loss_cls: 1.4446, loss: 1.4446, grad_norm: 7.5564 2020-10-03 23:05:24,293 - mmaction - INFO - Epoch [91][300/2825] lr: 7.500e-05, eta: 8:06:04, time: 1.037, data_time: 0.024, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3855, loss: 1.3855, grad_norm: 7.3169 2020-10-03 23:05:45,376 - mmaction - INFO - Epoch [91][320/2825] lr: 7.500e-05, eta: 8:05:43, time: 1.055, data_time: 0.207, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8557, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.6341 2020-10-03 23:06:05,413 - mmaction - INFO - Epoch [91][340/2825] lr: 7.500e-05, eta: 8:05:22, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6737, top5_acc: 0.8534, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.3809 2020-10-03 23:06:26,983 - mmaction - INFO - Epoch [91][360/2825] lr: 7.500e-05, eta: 8:05:01, time: 1.078, data_time: 0.054, memory: 8353, top1_acc: 0.6734, top5_acc: 0.8607, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.4620 2020-10-03 23:06:48,088 - mmaction - INFO - Epoch [91][380/2825] lr: 7.500e-05, eta: 8:04:40, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.4167, loss: 1.4167, grad_norm: 7.3173 2020-10-03 23:07:08,425 - mmaction - INFO - Epoch [91][400/2825] lr: 7.500e-05, eta: 8:04:19, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8495, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.5223 2020-10-03 23:07:29,798 - mmaction - INFO - Epoch [91][420/2825] lr: 7.500e-05, eta: 8:03:58, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8562, loss_cls: 1.4199, loss: 1.4199, grad_norm: 7.5473 2020-10-03 23:07:51,481 - mmaction - INFO - Epoch [91][440/2825] lr: 7.500e-05, eta: 8:03:38, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8529, loss_cls: 1.4189, loss: 1.4189, grad_norm: 7.3103 2020-10-03 23:08:11,743 - mmaction - INFO - Epoch [91][460/2825] lr: 7.500e-05, eta: 8:03:17, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8536, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.6982 2020-10-03 23:08:32,963 - mmaction - INFO - Epoch [91][480/2825] lr: 7.500e-05, eta: 8:02:56, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8445, loss_cls: 1.5122, loss: 1.5122, grad_norm: 7.5739 2020-10-03 23:08:53,422 - mmaction - INFO - Epoch [91][500/2825] lr: 7.500e-05, eta: 8:02:35, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8505, loss_cls: 1.4560, loss: 1.4560, grad_norm: 7.6295 2020-10-03 23:09:14,411 - mmaction - INFO - Epoch [91][520/2825] lr: 7.500e-05, eta: 8:02:14, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8453, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.5455 2020-10-03 23:09:34,196 - mmaction - INFO - Epoch [91][540/2825] lr: 7.500e-05, eta: 8:01:53, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8443, loss_cls: 1.4578, loss: 1.4578, grad_norm: 7.7211 2020-10-03 23:09:55,956 - mmaction - INFO - Epoch [91][560/2825] lr: 7.500e-05, eta: 8:01:32, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4792, loss: 1.4792, grad_norm: 7.6308 2020-10-03 23:10:15,999 - mmaction - INFO - Epoch [91][580/2825] lr: 7.500e-05, eta: 8:01:11, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8477, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.2885 2020-10-03 23:10:35,998 - mmaction - INFO - Epoch [91][600/2825] lr: 7.500e-05, eta: 8:00:50, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8451, loss_cls: 1.4824, loss: 1.4824, grad_norm: 7.7020 2020-10-03 23:10:57,613 - mmaction - INFO - Epoch [91][620/2825] lr: 7.500e-05, eta: 8:00:30, time: 1.081, data_time: 0.006, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8508, loss_cls: 1.4352, loss: 1.4352, grad_norm: 7.5034 2020-10-03 23:11:18,707 - mmaction - INFO - Epoch [91][640/2825] lr: 7.500e-05, eta: 8:00:09, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8503, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.4266 2020-10-03 23:11:38,836 - mmaction - INFO - Epoch [91][660/2825] lr: 7.500e-05, eta: 7:59:48, time: 1.007, data_time: 0.012, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8536, loss_cls: 1.4559, loss: 1.4559, grad_norm: 7.6875 2020-10-03 23:11:58,852 - mmaction - INFO - Epoch [91][680/2825] lr: 7.500e-05, eta: 7:59:27, time: 1.000, data_time: 0.027, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8474, loss_cls: 1.4735, loss: 1.4735, grad_norm: 7.5152 2020-10-03 23:12:19,687 - mmaction - INFO - Epoch [91][700/2825] lr: 7.500e-05, eta: 7:59:06, time: 1.043, data_time: 0.030, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8555, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.5029 2020-10-03 23:12:41,450 - mmaction - INFO - Epoch [91][720/2825] lr: 7.500e-05, eta: 7:58:45, time: 1.087, data_time: 0.024, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8510, loss_cls: 1.4492, loss: 1.4492, grad_norm: 7.4016 2020-10-03 23:13:01,554 - mmaction - INFO - Epoch [91][740/2825] lr: 7.500e-05, eta: 7:58:24, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6732, top5_acc: 0.8612, loss_cls: 1.4008, loss: 1.4008, grad_norm: 7.4040 2020-10-03 23:13:22,617 - mmaction - INFO - Epoch [91][760/2825] lr: 7.500e-05, eta: 7:58:03, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8497, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.3812 2020-10-03 23:13:44,284 - mmaction - INFO - Epoch [91][780/2825] lr: 7.500e-05, eta: 7:57:43, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8526, loss_cls: 1.4404, loss: 1.4404, grad_norm: 7.5494 2020-10-03 23:14:03,584 - mmaction - INFO - Epoch [91][800/2825] lr: 7.500e-05, eta: 7:57:22, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8594, loss_cls: 1.3939, loss: 1.3939, grad_norm: 7.3458 2020-10-03 23:14:25,745 - mmaction - INFO - Epoch [91][820/2825] lr: 7.500e-05, eta: 7:57:01, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8448, loss_cls: 1.4698, loss: 1.4698, grad_norm: 7.4488 2020-10-03 23:14:46,174 - mmaction - INFO - Epoch [91][840/2825] lr: 7.500e-05, eta: 7:56:40, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8622, loss_cls: 1.3757, loss: 1.3757, grad_norm: 7.3536 2020-10-03 23:15:07,328 - mmaction - INFO - Epoch [91][860/2825] lr: 7.500e-05, eta: 7:56:19, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8518, loss_cls: 1.4366, loss: 1.4366, grad_norm: 7.4091 2020-10-03 23:15:27,913 - mmaction - INFO - Epoch [91][880/2825] lr: 7.500e-05, eta: 7:55:58, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.5610 2020-10-03 23:15:50,076 - mmaction - INFO - Epoch [91][900/2825] lr: 7.500e-05, eta: 7:55:38, time: 1.108, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8612, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.4277 2020-10-03 23:16:08,841 - mmaction - INFO - Epoch [91][920/2825] lr: 7.500e-05, eta: 7:55:16, time: 0.938, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8638, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.6136 2020-10-03 23:16:29,505 - mmaction - INFO - Epoch [91][940/2825] lr: 7.500e-05, eta: 7:54:56, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8456, loss_cls: 1.4409, loss: 1.4409, grad_norm: 7.3892 2020-10-03 23:16:50,732 - mmaction - INFO - Epoch [91][960/2825] lr: 7.500e-05, eta: 7:54:35, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8531, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.3870 2020-10-03 23:17:10,297 - mmaction - INFO - Epoch [91][980/2825] lr: 7.500e-05, eta: 7:54:14, time: 0.978, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8458, loss_cls: 1.4240, loss: 1.4240, grad_norm: 7.4231 2020-10-03 23:17:31,199 - mmaction - INFO - Epoch [91][1000/2825] lr: 7.500e-05, eta: 7:53:53, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8503, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.4144 2020-10-03 23:17:52,483 - mmaction - INFO - Epoch [91][1020/2825] lr: 7.500e-05, eta: 7:53:32, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8534, loss_cls: 1.4499, loss: 1.4499, grad_norm: 7.6054 2020-10-03 23:18:12,235 - mmaction - INFO - Epoch [91][1040/2825] lr: 7.500e-05, eta: 7:53:11, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8544, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.4270 2020-10-03 23:18:34,087 - mmaction - INFO - Epoch [91][1060/2825] lr: 7.500e-05, eta: 7:52:50, time: 1.092, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8495, loss_cls: 1.4580, loss: 1.4580, grad_norm: 7.4690 2020-10-03 23:18:54,748 - mmaction - INFO - Epoch [91][1080/2825] lr: 7.500e-05, eta: 7:52:29, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4572, loss: 1.4572, grad_norm: 7.4403 2020-10-03 23:19:15,777 - mmaction - INFO - Epoch [91][1100/2825] lr: 7.500e-05, eta: 7:52:09, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8552, loss_cls: 1.4363, loss: 1.4363, grad_norm: 7.4263 2020-10-03 23:19:36,145 - mmaction - INFO - Epoch [91][1120/2825] lr: 7.500e-05, eta: 7:51:48, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8583, loss_cls: 1.4144, loss: 1.4144, grad_norm: 7.4660 2020-10-03 23:19:56,732 - mmaction - INFO - Epoch [91][1140/2825] lr: 7.500e-05, eta: 7:51:27, time: 1.029, data_time: 0.012, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8562, loss_cls: 1.4471, loss: 1.4471, grad_norm: 7.4628 2020-10-03 23:20:16,429 - mmaction - INFO - Epoch [91][1160/2825] lr: 7.500e-05, eta: 7:51:06, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8344, loss_cls: 1.5409, loss: 1.5409, grad_norm: 7.6714 2020-10-03 23:20:38,165 - mmaction - INFO - Epoch [91][1180/2825] lr: 7.500e-05, eta: 7:50:45, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8458, loss_cls: 1.4525, loss: 1.4525, grad_norm: 7.5107 2020-10-03 23:20:59,146 - mmaction - INFO - Epoch [91][1200/2825] lr: 7.500e-05, eta: 7:50:24, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8565, loss_cls: 1.4175, loss: 1.4175, grad_norm: 7.5637 2020-10-03 23:21:19,727 - mmaction - INFO - Epoch [91][1220/2825] lr: 7.500e-05, eta: 7:50:03, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8370, loss_cls: 1.4995, loss: 1.4995, grad_norm: 7.5359 2020-10-03 23:21:40,488 - mmaction - INFO - Epoch [91][1240/2825] lr: 7.500e-05, eta: 7:49:42, time: 1.037, data_time: 0.124, memory: 8353, top1_acc: 0.6766, top5_acc: 0.8604, loss_cls: 1.3874, loss: 1.3874, grad_norm: 7.4415 2020-10-03 23:22:00,012 - mmaction - INFO - Epoch [91][1260/2825] lr: 7.500e-05, eta: 7:49:21, time: 0.977, data_time: 0.116, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8495, loss_cls: 1.4452, loss: 1.4452, grad_norm: 7.4761 2020-10-03 23:22:21,327 - mmaction - INFO - Epoch [91][1280/2825] lr: 7.500e-05, eta: 7:49:00, time: 1.066, data_time: 0.241, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8547, loss_cls: 1.4356, loss: 1.4356, grad_norm: 7.5551 2020-10-03 23:22:41,979 - mmaction - INFO - Epoch [91][1300/2825] lr: 7.500e-05, eta: 7:48:40, time: 1.032, data_time: 0.005, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.4831 2020-10-03 23:23:01,604 - mmaction - INFO - Epoch [91][1320/2825] lr: 7.500e-05, eta: 7:48:19, time: 0.981, data_time: 0.074, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8430, loss_cls: 1.4720, loss: 1.4720, grad_norm: 7.5999 2020-10-03 23:23:22,828 - mmaction - INFO - Epoch [91][1340/2825] lr: 7.500e-05, eta: 7:47:58, time: 1.062, data_time: 0.050, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8586, loss_cls: 1.4232, loss: 1.4232, grad_norm: 7.4948 2020-10-03 23:23:43,610 - mmaction - INFO - Epoch [91][1360/2825] lr: 7.500e-05, eta: 7:47:37, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8500, loss_cls: 1.4575, loss: 1.4575, grad_norm: 7.4906 2020-10-03 23:24:04,372 - mmaction - INFO - Epoch [91][1380/2825] lr: 7.500e-05, eta: 7:47:16, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8479, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.4304 2020-10-03 23:24:24,997 - mmaction - INFO - Epoch [91][1400/2825] lr: 7.500e-05, eta: 7:46:55, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8518, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.4843 2020-10-03 23:24:46,478 - mmaction - INFO - Epoch [91][1420/2825] lr: 7.500e-05, eta: 7:46:34, time: 1.074, data_time: 0.001, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8570, loss_cls: 1.4415, loss: 1.4415, grad_norm: 7.4276 2020-10-03 23:25:08,092 - mmaction - INFO - Epoch [91][1440/2825] lr: 7.500e-05, eta: 7:46:13, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.4647 2020-10-03 23:25:27,761 - mmaction - INFO - Epoch [91][1460/2825] lr: 7.500e-05, eta: 7:45:52, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8492, loss_cls: 1.4407, loss: 1.4407, grad_norm: 7.6294 2020-10-03 23:25:48,348 - mmaction - INFO - Epoch [91][1480/2825] lr: 7.500e-05, eta: 7:45:32, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8451, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.5329 2020-10-03 23:26:10,104 - mmaction - INFO - Epoch [91][1500/2825] lr: 7.500e-05, eta: 7:45:11, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6753, top5_acc: 0.8638, loss_cls: 1.3740, loss: 1.3740, grad_norm: 7.2961 2020-10-03 23:26:29,777 - mmaction - INFO - Epoch [91][1520/2825] lr: 7.500e-05, eta: 7:44:50, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8555, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.3978 2020-10-03 23:26:51,078 - mmaction - INFO - Epoch [91][1540/2825] lr: 7.500e-05, eta: 7:44:29, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8414, loss_cls: 1.5076, loss: 1.5076, grad_norm: 7.6258 2020-10-03 23:27:11,124 - mmaction - INFO - Epoch [91][1560/2825] lr: 7.500e-05, eta: 7:44:08, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8513, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.4371 2020-10-03 23:27:31,740 - mmaction - INFO - Epoch [91][1580/2825] lr: 7.500e-05, eta: 7:43:47, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8560, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.5882 2020-10-03 23:27:53,257 - mmaction - INFO - Epoch [91][1600/2825] lr: 7.500e-05, eta: 7:43:26, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8641, loss_cls: 1.4153, loss: 1.4153, grad_norm: 7.5404 2020-10-03 23:28:12,548 - mmaction - INFO - Epoch [91][1620/2825] lr: 7.500e-05, eta: 7:43:05, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8497, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.4031 2020-10-03 23:28:33,568 - mmaction - INFO - Epoch [91][1640/2825] lr: 7.500e-05, eta: 7:42:44, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8570, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.5285 2020-10-03 23:28:54,087 - mmaction - INFO - Epoch [91][1660/2825] lr: 7.500e-05, eta: 7:42:24, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8557, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.5776 2020-10-03 23:29:15,474 - mmaction - INFO - Epoch [91][1680/2825] lr: 7.500e-05, eta: 7:42:03, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8562, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.5019 2020-10-03 23:29:36,731 - mmaction - INFO - Epoch [91][1700/2825] lr: 7.500e-05, eta: 7:41:42, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8549, loss_cls: 1.4140, loss: 1.4140, grad_norm: 7.4490 2020-10-03 23:29:57,312 - mmaction - INFO - Epoch [91][1720/2825] lr: 7.500e-05, eta: 7:41:21, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8471, loss_cls: 1.4525, loss: 1.4525, grad_norm: 7.4453 2020-10-03 23:30:19,318 - mmaction - INFO - Epoch [91][1740/2825] lr: 7.500e-05, eta: 7:41:00, time: 1.099, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8469, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.4859 2020-10-03 23:30:40,213 - mmaction - INFO - Epoch [91][1760/2825] lr: 7.500e-05, eta: 7:40:39, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8604, loss_cls: 1.4456, loss: 1.4456, grad_norm: 7.4311 2020-10-03 23:31:00,375 - mmaction - INFO - Epoch [91][1780/2825] lr: 7.500e-05, eta: 7:40:18, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8445, loss_cls: 1.4891, loss: 1.4891, grad_norm: 7.5755 2020-10-03 23:31:21,018 - mmaction - INFO - Epoch [91][1800/2825] lr: 7.500e-05, eta: 7:39:58, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8576, loss_cls: 1.4267, loss: 1.4267, grad_norm: 7.4075 2020-10-03 23:31:41,309 - mmaction - INFO - Epoch [91][1820/2825] lr: 7.500e-05, eta: 7:39:37, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8516, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.4519 2020-10-03 23:32:02,119 - mmaction - INFO - Epoch [91][1840/2825] lr: 7.500e-05, eta: 7:39:16, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8513, loss_cls: 1.4784, loss: 1.4784, grad_norm: 7.6050 2020-10-03 23:32:22,257 - mmaction - INFO - Epoch [91][1860/2825] lr: 7.500e-05, eta: 7:38:55, time: 1.008, data_time: 0.003, memory: 8353, top1_acc: 0.6753, top5_acc: 0.8539, loss_cls: 1.3736, loss: 1.3736, grad_norm: 7.4582 2020-10-03 23:32:42,910 - mmaction - INFO - Epoch [91][1880/2825] lr: 7.500e-05, eta: 7:38:34, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.5147 2020-10-03 23:33:03,813 - mmaction - INFO - Epoch [91][1900/2825] lr: 7.500e-05, eta: 7:38:13, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8510, loss_cls: 1.4250, loss: 1.4250, grad_norm: 7.5132 2020-10-03 23:33:25,101 - mmaction - INFO - Epoch [91][1920/2825] lr: 7.500e-05, eta: 7:37:52, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8651, loss_cls: 1.3934, loss: 1.3934, grad_norm: 7.4056 2020-10-03 23:33:47,502 - mmaction - INFO - Epoch [91][1940/2825] lr: 7.500e-05, eta: 7:37:32, time: 1.120, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4621, loss: 1.4621, grad_norm: 7.4580 2020-10-03 23:34:06,736 - mmaction - INFO - Epoch [91][1960/2825] lr: 7.500e-05, eta: 7:37:10, time: 0.960, data_time: 0.001, memory: 8353, top1_acc: 0.6711, top5_acc: 0.8573, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.4046 2020-10-03 23:34:28,789 - mmaction - INFO - Epoch [91][1980/2825] lr: 7.500e-05, eta: 7:36:50, time: 1.104, data_time: 0.003, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8578, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.4561 2020-10-03 23:34:48,843 - mmaction - INFO - Epoch [91][2000/2825] lr: 7.500e-05, eta: 7:36:29, time: 1.003, data_time: 0.095, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8615, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.4799 2020-10-03 23:35:09,490 - mmaction - INFO - Epoch [91][2020/2825] lr: 7.500e-05, eta: 7:36:08, time: 1.032, data_time: 0.176, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8583, loss_cls: 1.4006, loss: 1.4006, grad_norm: 7.2816 2020-10-03 23:35:30,249 - mmaction - INFO - Epoch [91][2040/2825] lr: 7.500e-05, eta: 7:35:47, time: 1.038, data_time: 0.412, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8542, loss_cls: 1.4302, loss: 1.4302, grad_norm: 7.4767 2020-10-03 23:35:50,529 - mmaction - INFO - Epoch [91][2060/2825] lr: 7.500e-05, eta: 7:35:26, time: 1.013, data_time: 0.365, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8542, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.6752 2020-10-03 23:36:11,330 - mmaction - INFO - Epoch [91][2080/2825] lr: 7.500e-05, eta: 7:35:05, time: 1.041, data_time: 0.297, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8464, loss_cls: 1.4561, loss: 1.4561, grad_norm: 7.6268 2020-10-03 23:36:32,396 - mmaction - INFO - Epoch [91][2100/2825] lr: 7.500e-05, eta: 7:34:44, time: 1.053, data_time: 0.388, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.6184 2020-10-03 23:36:51,896 - mmaction - INFO - Epoch [91][2120/2825] lr: 7.500e-05, eta: 7:34:23, time: 0.975, data_time: 0.237, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8552, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.5764 2020-10-03 23:37:12,559 - mmaction - INFO - Epoch [91][2140/2825] lr: 7.500e-05, eta: 7:34:02, time: 1.032, data_time: 0.250, memory: 8353, top1_acc: 0.6732, top5_acc: 0.8547, loss_cls: 1.4143, loss: 1.4143, grad_norm: 7.5205 2020-10-03 23:37:33,579 - mmaction - INFO - Epoch [91][2160/2825] lr: 7.500e-05, eta: 7:33:42, time: 1.052, data_time: 0.022, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8599, loss_cls: 1.3760, loss: 1.3760, grad_norm: 7.3199 2020-10-03 23:37:53,294 - mmaction - INFO - Epoch [91][2180/2825] lr: 7.500e-05, eta: 7:33:21, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8521, loss_cls: 1.4170, loss: 1.4170, grad_norm: 7.4288 2020-10-03 23:38:15,376 - mmaction - INFO - Epoch [91][2200/2825] lr: 7.500e-05, eta: 7:33:00, time: 1.104, data_time: 0.043, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8557, loss_cls: 1.4021, loss: 1.4021, grad_norm: 7.3986 2020-10-03 23:38:34,839 - mmaction - INFO - Epoch [91][2220/2825] lr: 7.500e-05, eta: 7:32:39, time: 0.973, data_time: 0.120, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8565, loss_cls: 1.4161, loss: 1.4161, grad_norm: 7.5007 2020-10-03 23:38:55,177 - mmaction - INFO - Epoch [91][2240/2825] lr: 7.500e-05, eta: 7:32:18, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8466, loss_cls: 1.4911, loss: 1.4911, grad_norm: 7.6437 2020-10-03 23:39:16,944 - mmaction - INFO - Epoch [91][2260/2825] lr: 7.500e-05, eta: 7:31:57, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4091, loss: 1.4091, grad_norm: 7.3815 2020-10-03 23:39:37,710 - mmaction - INFO - Epoch [91][2280/2825] lr: 7.500e-05, eta: 7:31:36, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8440, loss_cls: 1.4900, loss: 1.4900, grad_norm: 7.8045 2020-10-03 23:39:58,380 - mmaction - INFO - Epoch [91][2300/2825] lr: 7.500e-05, eta: 7:31:15, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8510, loss_cls: 1.4474, loss: 1.4474, grad_norm: 7.5138 2020-10-03 23:40:19,050 - mmaction - INFO - Epoch [91][2320/2825] lr: 7.500e-05, eta: 7:30:55, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8513, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.5852 2020-10-03 23:40:39,563 - mmaction - INFO - Epoch [91][2340/2825] lr: 7.500e-05, eta: 7:30:34, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8435, loss_cls: 1.4757, loss: 1.4757, grad_norm: 7.6782 2020-10-03 23:41:00,667 - mmaction - INFO - Epoch [91][2360/2825] lr: 7.500e-05, eta: 7:30:13, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8458, loss_cls: 1.4777, loss: 1.4777, grad_norm: 7.4932 2020-10-03 23:41:20,757 - mmaction - INFO - Epoch [91][2380/2825] lr: 7.500e-05, eta: 7:29:52, time: 1.005, data_time: 0.008, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8464, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.6614 2020-10-03 23:41:42,647 - mmaction - INFO - Epoch [91][2400/2825] lr: 7.500e-05, eta: 7:29:31, time: 1.094, data_time: 0.227, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8510, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.5844 2020-10-03 23:42:02,473 - mmaction - INFO - Epoch [91][2420/2825] lr: 7.500e-05, eta: 7:29:10, time: 0.992, data_time: 0.026, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8482, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.3933 2020-10-03 23:42:23,702 - mmaction - INFO - Epoch [91][2440/2825] lr: 7.500e-05, eta: 7:28:49, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8440, loss_cls: 1.5051, loss: 1.5051, grad_norm: 7.6781 2020-10-03 23:42:44,514 - mmaction - INFO - Epoch [91][2460/2825] lr: 7.500e-05, eta: 7:28:28, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8424, loss_cls: 1.4921, loss: 1.4921, grad_norm: 7.6835 2020-10-03 23:43:06,198 - mmaction - INFO - Epoch [91][2480/2825] lr: 7.500e-05, eta: 7:28:08, time: 1.084, data_time: 0.007, memory: 8353, top1_acc: 0.6688, top5_acc: 0.8578, loss_cls: 1.4050, loss: 1.4050, grad_norm: 7.4769 2020-10-03 23:43:26,040 - mmaction - INFO - Epoch [91][2500/2825] lr: 7.500e-05, eta: 7:27:47, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8458, loss_cls: 1.5037, loss: 1.5037, grad_norm: 7.6860 2020-10-03 23:43:46,961 - mmaction - INFO - Epoch [91][2520/2825] lr: 7.500e-05, eta: 7:27:26, time: 1.045, data_time: 0.021, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8451, loss_cls: 1.4658, loss: 1.4658, grad_norm: 7.4893 2020-10-03 23:44:07,260 - mmaction - INFO - Epoch [91][2540/2825] lr: 7.500e-05, eta: 7:27:05, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8417, loss_cls: 1.4883, loss: 1.4883, grad_norm: 7.6341 2020-10-03 23:44:28,282 - mmaction - INFO - Epoch [91][2560/2825] lr: 7.500e-05, eta: 7:26:44, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8490, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.6979 2020-10-03 23:44:49,181 - mmaction - INFO - Epoch [91][2580/2825] lr: 7.500e-05, eta: 7:26:23, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8432, loss_cls: 1.4484, loss: 1.4484, grad_norm: 7.5269 2020-10-03 23:45:10,107 - mmaction - INFO - Epoch [91][2600/2825] lr: 7.500e-05, eta: 7:26:02, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8513, loss_cls: 1.4381, loss: 1.4381, grad_norm: 7.5807 2020-10-03 23:45:29,735 - mmaction - INFO - Epoch [91][2620/2825] lr: 7.500e-05, eta: 7:25:41, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8570, loss_cls: 1.4432, loss: 1.4432, grad_norm: 7.6150 2020-10-03 23:45:50,574 - mmaction - INFO - Epoch [91][2640/2825] lr: 7.500e-05, eta: 7:25:20, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8529, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.4243 2020-10-03 23:46:11,774 - mmaction - INFO - Epoch [91][2660/2825] lr: 7.500e-05, eta: 7:25:00, time: 1.061, data_time: 0.003, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8289, loss_cls: 1.5271, loss: 1.5271, grad_norm: 7.5241 2020-10-03 23:46:32,530 - mmaction - INFO - Epoch [91][2680/2825] lr: 7.500e-05, eta: 7:24:39, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8516, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.6132 2020-10-03 23:46:52,553 - mmaction - INFO - Epoch [91][2700/2825] lr: 7.500e-05, eta: 7:24:18, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8482, loss_cls: 1.4932, loss: 1.4932, grad_norm: 7.6629 2020-10-03 23:47:13,296 - mmaction - INFO - Epoch [91][2720/2825] lr: 7.500e-05, eta: 7:23:57, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8422, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.5965 2020-10-03 23:47:34,493 - mmaction - INFO - Epoch [91][2740/2825] lr: 7.500e-05, eta: 7:23:36, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8424, loss_cls: 1.5222, loss: 1.5222, grad_norm: 7.7966 2020-10-03 23:47:55,235 - mmaction - INFO - Epoch [91][2760/2825] lr: 7.500e-05, eta: 7:23:15, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8451, loss_cls: 1.4693, loss: 1.4693, grad_norm: 7.6474 2020-10-03 23:48:14,961 - mmaction - INFO - Epoch [91][2780/2825] lr: 7.500e-05, eta: 7:22:54, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.5505 2020-10-03 23:48:36,540 - mmaction - INFO - Epoch [91][2800/2825] lr: 7.500e-05, eta: 7:22:33, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8547, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.4846 2020-10-03 23:48:57,112 - mmaction - INFO - Epoch [91][2820/2825] lr: 7.500e-05, eta: 7:22:12, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8526, loss_cls: 1.4434, loss: 1.4434, grad_norm: 7.6220 2020-10-03 23:49:02,098 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-10-03 23:49:47,794 - mmaction - INFO - Epoch [92][20/2825] lr: 7.500e-05, eta: 7:21:48, time: 2.269, data_time: 1.081, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3949, loss: 1.3949, grad_norm: 7.5303 2020-10-03 23:50:08,683 - mmaction - INFO - Epoch [92][40/2825] lr: 7.500e-05, eta: 7:21:27, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8490, loss_cls: 1.4409, loss: 1.4409, grad_norm: 7.5730 2020-10-03 23:50:29,346 - mmaction - INFO - Epoch [92][60/2825] lr: 7.500e-05, eta: 7:21:07, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8477, loss_cls: 1.4681, loss: 1.4681, grad_norm: 7.6927 2020-10-03 23:50:50,382 - mmaction - INFO - Epoch [92][80/2825] lr: 7.500e-05, eta: 7:20:46, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8513, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.4312 2020-10-03 23:51:11,206 - mmaction - INFO - Epoch [92][100/2825] lr: 7.500e-05, eta: 7:20:25, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8523, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.5375 2020-10-03 23:51:31,848 - mmaction - INFO - Epoch [92][120/2825] lr: 7.500e-05, eta: 7:20:04, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6766, top5_acc: 0.8693, loss_cls: 1.3622, loss: 1.3622, grad_norm: 7.5026 2020-10-03 23:51:54,347 - mmaction - INFO - Epoch [92][140/2825] lr: 7.500e-05, eta: 7:19:43, time: 1.125, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8534, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.5217 2020-10-03 23:52:15,469 - mmaction - INFO - Epoch [92][160/2825] lr: 7.500e-05, eta: 7:19:22, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8490, loss_cls: 1.4591, loss: 1.4591, grad_norm: 7.6094 2020-10-03 23:52:36,018 - mmaction - INFO - Epoch [92][180/2825] lr: 7.500e-05, eta: 7:19:01, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8372, loss_cls: 1.5003, loss: 1.5003, grad_norm: 7.6794 2020-10-03 23:52:57,070 - mmaction - INFO - Epoch [92][200/2825] lr: 7.500e-05, eta: 7:18:41, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8510, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.5151 2020-10-03 23:53:16,964 - mmaction - INFO - Epoch [92][220/2825] lr: 7.500e-05, eta: 7:18:20, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8440, loss_cls: 1.4754, loss: 1.4754, grad_norm: 7.6701 2020-10-03 23:53:37,241 - mmaction - INFO - Epoch [92][240/2825] lr: 7.500e-05, eta: 7:17:59, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8596, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.7859 2020-10-03 23:53:58,941 - mmaction - INFO - Epoch [92][260/2825] lr: 7.500e-05, eta: 7:17:38, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8471, loss_cls: 1.4651, loss: 1.4651, grad_norm: 7.7178 2020-10-03 23:54:18,286 - mmaction - INFO - Epoch [92][280/2825] lr: 7.500e-05, eta: 7:17:17, time: 0.966, data_time: 0.001, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8547, loss_cls: 1.4396, loss: 1.4396, grad_norm: 7.5427 2020-10-03 23:54:39,848 - mmaction - INFO - Epoch [92][300/2825] lr: 7.500e-05, eta: 7:16:56, time: 1.078, data_time: 0.118, memory: 8353, top1_acc: 0.6729, top5_acc: 0.8641, loss_cls: 1.3666, loss: 1.3666, grad_norm: 7.3137 2020-10-03 23:55:00,246 - mmaction - INFO - Epoch [92][320/2825] lr: 7.500e-05, eta: 7:16:35, time: 1.021, data_time: 0.044, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8510, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.6009 2020-10-03 23:55:21,115 - mmaction - INFO - Epoch [92][340/2825] lr: 7.500e-05, eta: 7:16:14, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8607, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.5511 2020-10-03 23:55:42,691 - mmaction - INFO - Epoch [92][360/2825] lr: 7.500e-05, eta: 7:15:54, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8557, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.5048 2020-10-03 23:56:03,422 - mmaction - INFO - Epoch [92][380/2825] lr: 7.500e-05, eta: 7:15:33, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8591, loss_cls: 1.4210, loss: 1.4210, grad_norm: 7.6005 2020-10-03 23:56:24,039 - mmaction - INFO - Epoch [92][400/2825] lr: 7.500e-05, eta: 7:15:12, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8503, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.5821 2020-10-03 23:56:45,020 - mmaction - INFO - Epoch [92][420/2825] lr: 7.500e-05, eta: 7:14:51, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8495, loss_cls: 1.4456, loss: 1.4456, grad_norm: 7.6015 2020-10-03 23:57:06,116 - mmaction - INFO - Epoch [92][440/2825] lr: 7.500e-05, eta: 7:14:30, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8609, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.4738 2020-10-03 23:57:27,477 - mmaction - INFO - Epoch [92][460/2825] lr: 7.500e-05, eta: 7:14:09, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8497, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.5373 2020-10-03 23:57:48,697 - mmaction - INFO - Epoch [92][480/2825] lr: 7.500e-05, eta: 7:13:48, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8552, loss_cls: 1.4471, loss: 1.4471, grad_norm: 7.4798 2020-10-03 23:58:07,969 - mmaction - INFO - Epoch [92][500/2825] lr: 7.500e-05, eta: 7:13:27, time: 0.963, data_time: 0.003, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.4966 2020-10-03 23:58:29,017 - mmaction - INFO - Epoch [92][520/2825] lr: 7.500e-05, eta: 7:13:07, time: 1.054, data_time: 0.003, memory: 8353, top1_acc: 0.6396, top5_acc: 0.8456, loss_cls: 1.4856, loss: 1.4856, grad_norm: 7.6080 2020-10-03 23:58:50,087 - mmaction - INFO - Epoch [92][540/2825] lr: 7.500e-05, eta: 7:12:46, time: 1.053, data_time: 0.040, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8437, loss_cls: 1.4996, loss: 1.4996, grad_norm: 7.7256 2020-10-03 23:59:09,254 - mmaction - INFO - Epoch [92][560/2825] lr: 7.500e-05, eta: 7:12:25, time: 0.958, data_time: 0.066, memory: 8353, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3792, loss: 1.3792, grad_norm: 7.5096 2020-10-03 23:59:30,866 - mmaction - INFO - Epoch [92][580/2825] lr: 7.500e-05, eta: 7:12:04, time: 1.081, data_time: 0.129, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8534, loss_cls: 1.4369, loss: 1.4369, grad_norm: 7.6178 2020-10-03 23:59:53,048 - mmaction - INFO - Epoch [92][600/2825] lr: 7.500e-05, eta: 7:11:43, time: 1.108, data_time: 0.209, memory: 8353, top1_acc: 0.6753, top5_acc: 0.8565, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.3899 2020-10-04 00:00:13,738 - mmaction - INFO - Epoch [92][620/2825] lr: 7.500e-05, eta: 7:11:22, time: 1.035, data_time: 0.153, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8492, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.4962 2020-10-04 00:00:35,347 - mmaction - INFO - Epoch [92][640/2825] lr: 7.500e-05, eta: 7:11:01, time: 1.081, data_time: 0.048, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8591, loss_cls: 1.4243, loss: 1.4243, grad_norm: 7.3360 2020-10-04 00:00:55,922 - mmaction - INFO - Epoch [92][660/2825] lr: 7.500e-05, eta: 7:10:41, time: 1.028, data_time: 0.058, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4677, loss: 1.4677, grad_norm: 7.6141 2020-10-04 00:01:16,378 - mmaction - INFO - Epoch [92][680/2825] lr: 7.500e-05, eta: 7:10:20, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8513, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.6329 2020-10-04 00:01:36,688 - mmaction - INFO - Epoch [92][700/2825] lr: 7.500e-05, eta: 7:09:59, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8516, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.4817 2020-10-04 00:01:56,448 - mmaction - INFO - Epoch [92][720/2825] lr: 7.500e-05, eta: 7:09:38, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8505, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.5310 2020-10-04 00:02:17,255 - mmaction - INFO - Epoch [92][740/2825] lr: 7.500e-05, eta: 7:09:17, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4764, loss: 1.4764, grad_norm: 7.5005 2020-10-04 00:02:39,196 - mmaction - INFO - Epoch [92][760/2825] lr: 7.500e-05, eta: 7:08:56, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6393, top5_acc: 0.8458, loss_cls: 1.5186, loss: 1.5186, grad_norm: 7.7516 2020-10-04 00:02:59,080 - mmaction - INFO - Epoch [92][780/2825] lr: 7.500e-05, eta: 7:08:35, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6766, top5_acc: 0.8589, loss_cls: 1.3775, loss: 1.3775, grad_norm: 7.3512 2020-10-04 00:03:20,691 - mmaction - INFO - Epoch [92][800/2825] lr: 7.500e-05, eta: 7:08:14, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8510, loss_cls: 1.4385, loss: 1.4385, grad_norm: 7.4966 2020-10-04 00:03:40,715 - mmaction - INFO - Epoch [92][820/2825] lr: 7.500e-05, eta: 7:07:53, time: 1.002, data_time: 0.011, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8560, loss_cls: 1.4498, loss: 1.4498, grad_norm: 7.6840 2020-10-04 00:04:01,759 - mmaction - INFO - Epoch [92][840/2825] lr: 7.500e-05, eta: 7:07:33, time: 1.053, data_time: 0.124, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8523, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.3455 2020-10-04 00:04:22,250 - mmaction - INFO - Epoch [92][860/2825] lr: 7.500e-05, eta: 7:07:12, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8409, loss_cls: 1.4720, loss: 1.4720, grad_norm: 7.6789 2020-10-04 00:04:42,680 - mmaction - INFO - Epoch [92][880/2825] lr: 7.500e-05, eta: 7:06:51, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8596, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.4811 2020-10-04 00:05:03,758 - mmaction - INFO - Epoch [92][900/2825] lr: 7.500e-05, eta: 7:06:30, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8552, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.4620 2020-10-04 00:05:23,759 - mmaction - INFO - Epoch [92][920/2825] lr: 7.500e-05, eta: 7:06:09, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8503, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.7003 2020-10-04 00:05:44,527 - mmaction - INFO - Epoch [92][940/2825] lr: 7.500e-05, eta: 7:05:48, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8552, loss_cls: 1.4102, loss: 1.4102, grad_norm: 7.4447 2020-10-04 00:06:04,750 - mmaction - INFO - Epoch [92][960/2825] lr: 7.500e-05, eta: 7:05:27, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8516, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.5165 2020-10-04 00:06:26,325 - mmaction - INFO - Epoch [92][980/2825] lr: 7.500e-05, eta: 7:05:06, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.5604 2020-10-04 00:06:47,631 - mmaction - INFO - Epoch [92][1000/2825] lr: 7.500e-05, eta: 7:04:45, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.5469 2020-10-04 00:07:07,377 - mmaction - INFO - Epoch [92][1020/2825] lr: 7.500e-05, eta: 7:04:24, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8495, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.4424 2020-10-04 00:07:27,836 - mmaction - INFO - Epoch [92][1040/2825] lr: 7.500e-05, eta: 7:04:04, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8552, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.5927 2020-10-04 00:07:49,448 - mmaction - INFO - Epoch [92][1060/2825] lr: 7.500e-05, eta: 7:03:43, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8568, loss_cls: 1.3927, loss: 1.3927, grad_norm: 7.4439 2020-10-04 00:08:09,801 - mmaction - INFO - Epoch [92][1080/2825] lr: 7.500e-05, eta: 7:03:22, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6370, top5_acc: 0.8354, loss_cls: 1.5137, loss: 1.5137, grad_norm: 7.5796 2020-10-04 00:08:29,715 - mmaction - INFO - Epoch [92][1100/2825] lr: 7.500e-05, eta: 7:03:01, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8456, loss_cls: 1.4610, loss: 1.4610, grad_norm: 7.4843 2020-10-04 00:08:51,352 - mmaction - INFO - Epoch [92][1120/2825] lr: 7.500e-05, eta: 7:02:40, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8482, loss_cls: 1.4523, loss: 1.4523, grad_norm: 7.6625 2020-10-04 00:09:11,126 - mmaction - INFO - Epoch [92][1140/2825] lr: 7.500e-05, eta: 7:02:19, time: 0.989, data_time: 0.003, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8477, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.6376 2020-10-04 00:09:30,974 - mmaction - INFO - Epoch [92][1160/2825] lr: 7.500e-05, eta: 7:01:58, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8458, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.5782 2020-10-04 00:09:52,662 - mmaction - INFO - Epoch [92][1180/2825] lr: 7.500e-05, eta: 7:01:37, time: 1.083, data_time: 0.001, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8500, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.5951 2020-10-04 00:10:14,448 - mmaction - INFO - Epoch [92][1200/2825] lr: 7.500e-05, eta: 7:01:17, time: 1.089, data_time: 0.003, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8482, loss_cls: 1.4585, loss: 1.4585, grad_norm: 7.5999 2020-10-04 00:10:35,789 - mmaction - INFO - Epoch [92][1220/2825] lr: 7.500e-05, eta: 7:00:56, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8479, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.5656 2020-10-04 00:10:55,349 - mmaction - INFO - Epoch [92][1240/2825] lr: 7.500e-05, eta: 7:00:35, time: 0.978, data_time: 0.001, memory: 8353, top1_acc: 0.6409, top5_acc: 0.8427, loss_cls: 1.4865, loss: 1.4865, grad_norm: 7.6907 2020-10-04 00:11:15,831 - mmaction - INFO - Epoch [92][1260/2825] lr: 7.500e-05, eta: 7:00:14, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8482, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.5412 2020-10-04 00:11:36,263 - mmaction - INFO - Epoch [92][1280/2825] lr: 7.500e-05, eta: 6:59:53, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8508, loss_cls: 1.4539, loss: 1.4539, grad_norm: 7.6412 2020-10-04 00:11:57,393 - mmaction - INFO - Epoch [92][1300/2825] lr: 7.500e-05, eta: 6:59:32, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8510, loss_cls: 1.4585, loss: 1.4585, grad_norm: 7.5781 2020-10-04 00:12:18,513 - mmaction - INFO - Epoch [92][1320/2825] lr: 7.500e-05, eta: 6:59:11, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8609, loss_cls: 1.4046, loss: 1.4046, grad_norm: 7.5241 2020-10-04 00:12:39,938 - mmaction - INFO - Epoch [92][1340/2825] lr: 7.500e-05, eta: 6:58:50, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.5811 2020-10-04 00:13:01,026 - mmaction - INFO - Epoch [92][1360/2825] lr: 7.500e-05, eta: 6:58:30, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8573, loss_cls: 1.4281, loss: 1.4281, grad_norm: 7.4220 2020-10-04 00:13:21,453 - mmaction - INFO - Epoch [92][1380/2825] lr: 7.500e-05, eta: 6:58:09, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8461, loss_cls: 1.4576, loss: 1.4576, grad_norm: 7.4230 2020-10-04 00:13:41,510 - mmaction - INFO - Epoch [92][1400/2825] lr: 7.500e-05, eta: 6:57:48, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8435, loss_cls: 1.4917, loss: 1.4917, grad_norm: 7.5791 2020-10-04 00:14:02,122 - mmaction - INFO - Epoch [92][1420/2825] lr: 7.500e-05, eta: 6:57:27, time: 1.030, data_time: 0.105, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8568, loss_cls: 1.3917, loss: 1.3917, grad_norm: 7.3247 2020-10-04 00:14:23,647 - mmaction - INFO - Epoch [92][1440/2825] lr: 7.500e-05, eta: 6:57:06, time: 1.076, data_time: 0.323, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8497, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.4975 2020-10-04 00:14:43,653 - mmaction - INFO - Epoch [92][1460/2825] lr: 7.500e-05, eta: 6:56:45, time: 1.001, data_time: 0.123, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8526, loss_cls: 1.4279, loss: 1.4279, grad_norm: 7.4972 2020-10-04 00:15:04,241 - mmaction - INFO - Epoch [92][1480/2825] lr: 7.500e-05, eta: 6:56:24, time: 1.030, data_time: 0.252, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8536, loss_cls: 1.4273, loss: 1.4273, grad_norm: 7.4949 2020-10-04 00:15:25,818 - mmaction - INFO - Epoch [92][1500/2825] lr: 7.500e-05, eta: 6:56:03, time: 1.079, data_time: 0.463, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8586, loss_cls: 1.4217, loss: 1.4217, grad_norm: 7.5279 2020-10-04 00:15:45,225 - mmaction - INFO - Epoch [92][1520/2825] lr: 7.500e-05, eta: 6:55:42, time: 0.969, data_time: 0.353, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8466, loss_cls: 1.4763, loss: 1.4763, grad_norm: 7.6369 2020-10-04 00:16:05,791 - mmaction - INFO - Epoch [92][1540/2825] lr: 7.500e-05, eta: 6:55:22, time: 1.029, data_time: 0.262, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8461, loss_cls: 1.4584, loss: 1.4584, grad_norm: 7.5226 2020-10-04 00:16:27,119 - mmaction - INFO - Epoch [92][1560/2825] lr: 7.500e-05, eta: 6:55:01, time: 1.066, data_time: 0.151, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8565, loss_cls: 1.4498, loss: 1.4498, grad_norm: 7.6101 2020-10-04 00:16:46,837 - mmaction - INFO - Epoch [92][1580/2825] lr: 7.500e-05, eta: 6:54:40, time: 0.985, data_time: 0.001, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8510, loss_cls: 1.4640, loss: 1.4640, grad_norm: 7.5226 2020-10-04 00:17:08,589 - mmaction - INFO - Epoch [92][1600/2825] lr: 7.500e-05, eta: 6:54:19, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8523, loss_cls: 1.4622, loss: 1.4622, grad_norm: 7.5936 2020-10-04 00:17:29,807 - mmaction - INFO - Epoch [92][1620/2825] lr: 7.500e-05, eta: 6:53:58, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.6954 2020-10-04 00:17:49,378 - mmaction - INFO - Epoch [92][1640/2825] lr: 7.500e-05, eta: 6:53:37, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8479, loss_cls: 1.4420, loss: 1.4420, grad_norm: 7.4238 2020-10-04 00:18:11,117 - mmaction - INFO - Epoch [92][1660/2825] lr: 7.500e-05, eta: 6:53:16, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8495, loss_cls: 1.4912, loss: 1.4912, grad_norm: 7.7817 2020-10-04 00:18:31,338 - mmaction - INFO - Epoch [92][1680/2825] lr: 7.500e-05, eta: 6:52:55, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8411, loss_cls: 1.4974, loss: 1.4974, grad_norm: 7.7488 2020-10-04 00:18:51,577 - mmaction - INFO - Epoch [92][1700/2825] lr: 7.500e-05, eta: 6:52:34, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8513, loss_cls: 1.4386, loss: 1.4386, grad_norm: 7.4931 2020-10-04 00:19:12,669 - mmaction - INFO - Epoch [92][1720/2825] lr: 7.500e-05, eta: 6:52:14, time: 1.055, data_time: 0.105, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8562, loss_cls: 1.4218, loss: 1.4218, grad_norm: 7.5232 2020-10-04 00:19:32,666 - mmaction - INFO - Epoch [92][1740/2825] lr: 7.500e-05, eta: 6:51:53, time: 1.000, data_time: 0.030, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8531, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.6014 2020-10-04 00:19:54,570 - mmaction - INFO - Epoch [92][1760/2825] lr: 7.500e-05, eta: 6:51:32, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8443, loss_cls: 1.4708, loss: 1.4708, grad_norm: 7.6818 2020-10-04 00:20:15,498 - mmaction - INFO - Epoch [92][1780/2825] lr: 7.500e-05, eta: 6:51:11, time: 1.046, data_time: 0.041, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8497, loss_cls: 1.4406, loss: 1.4406, grad_norm: 7.5365 2020-10-04 00:20:34,740 - mmaction - INFO - Epoch [92][1800/2825] lr: 7.500e-05, eta: 6:50:50, time: 0.962, data_time: 0.310, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.4258 2020-10-04 00:20:55,690 - mmaction - INFO - Epoch [92][1820/2825] lr: 7.500e-05, eta: 6:50:29, time: 1.048, data_time: 0.413, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8464, loss_cls: 1.4419, loss: 1.4419, grad_norm: 7.5388 2020-10-04 00:21:15,981 - mmaction - INFO - Epoch [92][1840/2825] lr: 7.500e-05, eta: 6:50:08, time: 1.015, data_time: 0.060, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8510, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.4873 2020-10-04 00:21:37,284 - mmaction - INFO - Epoch [92][1860/2825] lr: 7.500e-05, eta: 6:49:47, time: 1.065, data_time: 0.052, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8466, loss_cls: 1.4911, loss: 1.4911, grad_norm: 7.6843 2020-10-04 00:21:57,433 - mmaction - INFO - Epoch [92][1880/2825] lr: 7.500e-05, eta: 6:49:26, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8523, loss_cls: 1.4547, loss: 1.4547, grad_norm: 7.6467 2020-10-04 00:22:18,916 - mmaction - INFO - Epoch [92][1900/2825] lr: 7.500e-05, eta: 6:49:06, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8516, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.5046 2020-10-04 00:22:40,159 - mmaction - INFO - Epoch [92][1920/2825] lr: 7.500e-05, eta: 6:48:45, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8594, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.4860 2020-10-04 00:23:00,036 - mmaction - INFO - Epoch [92][1940/2825] lr: 7.500e-05, eta: 6:48:24, time: 0.994, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8456, loss_cls: 1.4692, loss: 1.4692, grad_norm: 7.5905 2020-10-04 00:23:20,883 - mmaction - INFO - Epoch [92][1960/2825] lr: 7.500e-05, eta: 6:48:03, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8513, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.6408 2020-10-04 00:23:41,413 - mmaction - INFO - Epoch [92][1980/2825] lr: 7.500e-05, eta: 6:47:42, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.5226 2020-10-04 00:24:02,512 - mmaction - INFO - Epoch [92][2000/2825] lr: 7.500e-05, eta: 6:47:21, time: 1.055, data_time: 0.003, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8510, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.6638 2020-10-04 00:24:22,108 - mmaction - INFO - Epoch [92][2020/2825] lr: 7.500e-05, eta: 6:47:00, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4207, loss: 1.4207, grad_norm: 7.5386 2020-10-04 00:24:43,782 - mmaction - INFO - Epoch [92][2040/2825] lr: 7.500e-05, eta: 6:46:39, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8510, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.5387 2020-10-04 00:25:04,330 - mmaction - INFO - Epoch [92][2060/2825] lr: 7.500e-05, eta: 6:46:19, time: 1.027, data_time: 0.001, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8435, loss_cls: 1.4781, loss: 1.4781, grad_norm: 7.6489 2020-10-04 00:25:26,665 - mmaction - INFO - Epoch [92][2080/2825] lr: 7.500e-05, eta: 6:45:58, time: 1.117, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8482, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.6547 2020-10-04 00:25:46,159 - mmaction - INFO - Epoch [92][2100/2825] lr: 7.500e-05, eta: 6:45:37, time: 0.974, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8505, loss_cls: 1.4903, loss: 1.4903, grad_norm: 7.7338 2020-10-04 00:26:06,301 - mmaction - INFO - Epoch [92][2120/2825] lr: 7.500e-05, eta: 6:45:16, time: 1.008, data_time: 0.003, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8471, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.4762 2020-10-04 00:26:27,639 - mmaction - INFO - Epoch [92][2140/2825] lr: 7.500e-05, eta: 6:44:55, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6716, top5_acc: 0.8570, loss_cls: 1.4077, loss: 1.4077, grad_norm: 7.5395 2020-10-04 00:26:47,250 - mmaction - INFO - Epoch [92][2160/2825] lr: 7.500e-05, eta: 6:44:34, time: 0.981, data_time: 0.001, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8495, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.4764 2020-10-04 00:27:07,886 - mmaction - INFO - Epoch [92][2180/2825] lr: 7.500e-05, eta: 6:44:13, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8435, loss_cls: 1.4691, loss: 1.4691, grad_norm: 7.6345 2020-10-04 00:27:31,123 - mmaction - INFO - Epoch [92][2200/2825] lr: 7.500e-05, eta: 6:43:53, time: 1.162, data_time: 0.002, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8508, loss_cls: 1.4217, loss: 1.4217, grad_norm: 7.4091 2020-10-04 00:27:50,026 - mmaction - INFO - Epoch [92][2220/2825] lr: 7.500e-05, eta: 6:43:32, time: 0.946, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8471, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.4656 2020-10-04 00:28:10,792 - mmaction - INFO - Epoch [92][2240/2825] lr: 7.500e-05, eta: 6:43:11, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8526, loss_cls: 1.4265, loss: 1.4265, grad_norm: 7.4302 2020-10-04 00:28:31,757 - mmaction - INFO - Epoch [92][2260/2825] lr: 7.500e-05, eta: 6:42:50, time: 1.049, data_time: 0.021, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8474, loss_cls: 1.4336, loss: 1.4336, grad_norm: 7.4175 2020-10-04 00:28:52,479 - mmaction - INFO - Epoch [92][2280/2825] lr: 7.500e-05, eta: 6:42:29, time: 1.036, data_time: 0.335, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8497, loss_cls: 1.4232, loss: 1.4232, grad_norm: 7.4343 2020-10-04 00:29:12,872 - mmaction - INFO - Epoch [92][2300/2825] lr: 7.500e-05, eta: 6:42:08, time: 1.019, data_time: 0.366, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8510, loss_cls: 1.4248, loss: 1.4248, grad_norm: 7.5137 2020-10-04 00:29:33,730 - mmaction - INFO - Epoch [92][2320/2825] lr: 7.500e-05, eta: 6:41:47, time: 1.044, data_time: 0.332, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8549, loss_cls: 1.4022, loss: 1.4022, grad_norm: 7.4832 2020-10-04 00:29:53,312 - mmaction - INFO - Epoch [92][2340/2825] lr: 7.500e-05, eta: 6:41:26, time: 0.979, data_time: 0.183, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8594, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.6698 2020-10-04 00:30:15,784 - mmaction - INFO - Epoch [92][2360/2825] lr: 7.500e-05, eta: 6:41:05, time: 1.123, data_time: 0.303, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8477, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.6494 2020-10-04 00:30:36,863 - mmaction - INFO - Epoch [92][2380/2825] lr: 7.500e-05, eta: 6:40:45, time: 1.053, data_time: 0.062, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8391, loss_cls: 1.4930, loss: 1.4930, grad_norm: 7.6445 2020-10-04 00:30:57,426 - mmaction - INFO - Epoch [92][2400/2825] lr: 7.500e-05, eta: 6:40:24, time: 1.030, data_time: 0.067, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8565, loss_cls: 1.4272, loss: 1.4272, grad_norm: 7.4440 2020-10-04 00:31:17,847 - mmaction - INFO - Epoch [92][2420/2825] lr: 7.500e-05, eta: 6:40:03, time: 1.021, data_time: 0.024, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8492, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.6408 2020-10-04 00:31:39,003 - mmaction - INFO - Epoch [92][2440/2825] lr: 7.500e-05, eta: 6:39:42, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8583, loss_cls: 1.4146, loss: 1.4146, grad_norm: 7.3866 2020-10-04 00:31:59,437 - mmaction - INFO - Epoch [92][2460/2825] lr: 7.500e-05, eta: 6:39:21, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8568, loss_cls: 1.4167, loss: 1.4167, grad_norm: 7.6234 2020-10-04 00:32:19,577 - mmaction - INFO - Epoch [92][2480/2825] lr: 7.500e-05, eta: 6:39:00, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8646, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.5892 2020-10-04 00:32:40,889 - mmaction - INFO - Epoch [92][2500/2825] lr: 7.500e-05, eta: 6:38:39, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8534, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.6442 2020-10-04 00:33:01,946 - mmaction - INFO - Epoch [92][2520/2825] lr: 7.500e-05, eta: 6:38:18, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8474, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.5688 2020-10-04 00:33:23,667 - mmaction - INFO - Epoch [92][2540/2825] lr: 7.500e-05, eta: 6:37:58, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8526, loss_cls: 1.4556, loss: 1.4556, grad_norm: 7.6845 2020-10-04 00:33:44,751 - mmaction - INFO - Epoch [92][2560/2825] lr: 7.500e-05, eta: 6:37:37, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8505, loss_cls: 1.4488, loss: 1.4488, grad_norm: 7.4458 2020-10-04 00:34:05,060 - mmaction - INFO - Epoch [92][2580/2825] lr: 7.500e-05, eta: 6:37:16, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4916, loss: 1.4916, grad_norm: 7.7211 2020-10-04 00:34:25,079 - mmaction - INFO - Epoch [92][2600/2825] lr: 7.500e-05, eta: 6:36:55, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8466, loss_cls: 1.4261, loss: 1.4261, grad_norm: 7.5798 2020-10-04 00:34:46,181 - mmaction - INFO - Epoch [92][2620/2825] lr: 7.500e-05, eta: 6:36:34, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8440, loss_cls: 1.4991, loss: 1.4991, grad_norm: 7.6540 2020-10-04 00:35:06,289 - mmaction - INFO - Epoch [92][2640/2825] lr: 7.500e-05, eta: 6:36:13, time: 1.006, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8513, loss_cls: 1.4315, loss: 1.4315, grad_norm: 7.4636 2020-10-04 00:35:26,931 - mmaction - INFO - Epoch [92][2660/2825] lr: 7.500e-05, eta: 6:35:52, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8539, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.5218 2020-10-04 00:35:47,931 - mmaction - INFO - Epoch [92][2680/2825] lr: 7.500e-05, eta: 6:35:31, time: 1.050, data_time: 0.010, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8458, loss_cls: 1.4922, loss: 1.4922, grad_norm: 7.6540 2020-10-04 00:36:08,398 - mmaction - INFO - Epoch [92][2700/2825] lr: 7.500e-05, eta: 6:35:10, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8516, loss_cls: 1.4318, loss: 1.4318, grad_norm: 7.5527 2020-10-04 00:36:30,125 - mmaction - INFO - Epoch [92][2720/2825] lr: 7.500e-05, eta: 6:34:50, time: 1.085, data_time: 0.001, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8523, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.4814 2020-10-04 00:36:51,733 - mmaction - INFO - Epoch [92][2740/2825] lr: 7.500e-05, eta: 6:34:29, time: 1.081, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4488, loss: 1.4488, grad_norm: 7.6183 2020-10-04 00:37:10,729 - mmaction - INFO - Epoch [92][2760/2825] lr: 7.500e-05, eta: 6:34:08, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8388, loss_cls: 1.4974, loss: 1.4974, grad_norm: 7.4711 2020-10-04 00:37:31,486 - mmaction - INFO - Epoch [92][2780/2825] lr: 7.500e-05, eta: 6:33:47, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8471, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.5202 2020-10-04 00:37:52,664 - mmaction - INFO - Epoch [92][2800/2825] lr: 7.500e-05, eta: 6:33:26, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8552, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.6338 2020-10-04 00:38:12,821 - mmaction - INFO - Epoch [92][2820/2825] lr: 7.500e-05, eta: 6:33:05, time: 1.008, data_time: 0.080, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8471, loss_cls: 1.4461, loss: 1.4461, grad_norm: 7.3982 2020-10-04 00:38:18,803 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-10-04 00:39:06,862 - mmaction - INFO - Epoch [93][20/2825] lr: 7.500e-05, eta: 6:32:41, time: 2.353, data_time: 1.275, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8466, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.5390 2020-10-04 00:39:27,567 - mmaction - INFO - Epoch [93][40/2825] lr: 7.500e-05, eta: 6:32:20, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8456, loss_cls: 1.4352, loss: 1.4352, grad_norm: 7.5143 2020-10-04 00:39:48,152 - mmaction - INFO - Epoch [93][60/2825] lr: 7.500e-05, eta: 6:31:59, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8471, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.6137 2020-10-04 00:40:09,744 - mmaction - INFO - Epoch [93][80/2825] lr: 7.500e-05, eta: 6:31:38, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8529, loss_cls: 1.4259, loss: 1.4259, grad_norm: 7.4535 2020-10-04 00:40:29,392 - mmaction - INFO - Epoch [93][100/2825] lr: 7.500e-05, eta: 6:31:17, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8521, loss_cls: 1.4618, loss: 1.4618, grad_norm: 7.5370 2020-10-04 00:40:50,295 - mmaction - INFO - Epoch [93][120/2825] lr: 7.500e-05, eta: 6:30:57, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8503, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.4848 2020-10-04 00:41:11,316 - mmaction - INFO - Epoch [93][140/2825] lr: 7.500e-05, eta: 6:30:36, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8534, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.4817 2020-10-04 00:41:32,104 - mmaction - INFO - Epoch [93][160/2825] lr: 7.500e-05, eta: 6:30:15, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8487, loss_cls: 1.4281, loss: 1.4281, grad_norm: 7.4850 2020-10-04 00:41:53,082 - mmaction - INFO - Epoch [93][180/2825] lr: 7.500e-05, eta: 6:29:54, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8484, loss_cls: 1.5133, loss: 1.5133, grad_norm: 7.6332 2020-10-04 00:42:13,280 - mmaction - INFO - Epoch [93][200/2825] lr: 7.500e-05, eta: 6:29:33, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8484, loss_cls: 1.4445, loss: 1.4445, grad_norm: 7.6576 2020-10-04 00:42:34,478 - mmaction - INFO - Epoch [93][220/2825] lr: 7.500e-05, eta: 6:29:12, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6711, top5_acc: 0.8513, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.6063 2020-10-04 00:42:54,800 - mmaction - INFO - Epoch [93][240/2825] lr: 7.500e-05, eta: 6:28:51, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8529, loss_cls: 1.4552, loss: 1.4552, grad_norm: 7.6544 2020-10-04 00:43:16,122 - mmaction - INFO - Epoch [93][260/2825] lr: 7.500e-05, eta: 6:28:30, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8542, loss_cls: 1.4329, loss: 1.4329, grad_norm: 7.7571 2020-10-04 00:43:37,392 - mmaction - INFO - Epoch [93][280/2825] lr: 7.500e-05, eta: 6:28:10, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8461, loss_cls: 1.5004, loss: 1.5004, grad_norm: 7.6104 2020-10-04 00:43:56,765 - mmaction - INFO - Epoch [93][300/2825] lr: 7.500e-05, eta: 6:27:49, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8521, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.7067 2020-10-04 00:44:17,589 - mmaction - INFO - Epoch [93][320/2825] lr: 7.500e-05, eta: 6:27:28, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8414, loss_cls: 1.4765, loss: 1.4765, grad_norm: 7.5348 2020-10-04 00:44:38,500 - mmaction - INFO - Epoch [93][340/2825] lr: 7.500e-05, eta: 6:27:07, time: 1.046, data_time: 0.018, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8495, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.5322 2020-10-04 00:44:59,331 - mmaction - INFO - Epoch [93][360/2825] lr: 7.500e-05, eta: 6:26:46, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8549, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.6058 2020-10-04 00:45:20,558 - mmaction - INFO - Epoch [93][380/2825] lr: 7.500e-05, eta: 6:26:25, time: 1.062, data_time: 0.080, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8578, loss_cls: 1.4199, loss: 1.4199, grad_norm: 7.4313 2020-10-04 00:45:41,472 - mmaction - INFO - Epoch [93][400/2825] lr: 7.500e-05, eta: 6:26:04, time: 1.046, data_time: 0.055, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3987, loss: 1.3987, grad_norm: 7.6197 2020-10-04 00:46:01,465 - mmaction - INFO - Epoch [93][420/2825] lr: 7.500e-05, eta: 6:25:43, time: 0.999, data_time: 0.091, memory: 8353, top1_acc: 0.6805, top5_acc: 0.8521, loss_cls: 1.3780, loss: 1.3780, grad_norm: 7.4070 2020-10-04 00:46:21,953 - mmaction - INFO - Epoch [93][440/2825] lr: 7.500e-05, eta: 6:25:22, time: 1.024, data_time: 0.171, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8453, loss_cls: 1.4461, loss: 1.4461, grad_norm: 7.5005 2020-10-04 00:46:43,828 - mmaction - INFO - Epoch [93][460/2825] lr: 7.500e-05, eta: 6:25:02, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8589, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.4690 2020-10-04 00:47:05,015 - mmaction - INFO - Epoch [93][480/2825] lr: 7.500e-05, eta: 6:24:41, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8445, loss_cls: 1.4841, loss: 1.4841, grad_norm: 7.6704 2020-10-04 00:47:25,689 - mmaction - INFO - Epoch [93][500/2825] lr: 7.500e-05, eta: 6:24:20, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8516, loss_cls: 1.4634, loss: 1.4634, grad_norm: 7.4352 2020-10-04 00:47:44,939 - mmaction - INFO - Epoch [93][520/2825] lr: 7.500e-05, eta: 6:23:59, time: 0.963, data_time: 0.001, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8495, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.6951 2020-10-04 00:48:06,087 - mmaction - INFO - Epoch [93][540/2825] lr: 7.500e-05, eta: 6:23:38, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8552, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.5774 2020-10-04 00:48:27,342 - mmaction - INFO - Epoch [93][560/2825] lr: 7.500e-05, eta: 6:23:17, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8419, loss_cls: 1.4770, loss: 1.4770, grad_norm: 7.6728 2020-10-04 00:48:48,231 - mmaction - INFO - Epoch [93][580/2825] lr: 7.500e-05, eta: 6:22:56, time: 1.046, data_time: 0.011, memory: 8353, top1_acc: 0.6716, top5_acc: 0.8596, loss_cls: 1.3901, loss: 1.3901, grad_norm: 7.4720 2020-10-04 00:49:09,389 - mmaction - INFO - Epoch [93][600/2825] lr: 7.500e-05, eta: 6:22:36, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8461, loss_cls: 1.4860, loss: 1.4860, grad_norm: 7.6924 2020-10-04 00:49:29,265 - mmaction - INFO - Epoch [93][620/2825] lr: 7.500e-05, eta: 6:22:15, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8549, loss_cls: 1.3932, loss: 1.3932, grad_norm: 7.5494 2020-10-04 00:49:49,936 - mmaction - INFO - Epoch [93][640/2825] lr: 7.500e-05, eta: 6:21:54, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8568, loss_cls: 1.4167, loss: 1.4167, grad_norm: 7.4046 2020-10-04 00:50:10,670 - mmaction - INFO - Epoch [93][660/2825] lr: 7.500e-05, eta: 6:21:33, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8471, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.6480 2020-10-04 00:50:31,756 - mmaction - INFO - Epoch [93][680/2825] lr: 7.500e-05, eta: 6:21:12, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8419, loss_cls: 1.4906, loss: 1.4906, grad_norm: 7.6079 2020-10-04 00:50:53,360 - mmaction - INFO - Epoch [93][700/2825] lr: 7.500e-05, eta: 6:20:51, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8453, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.6004 2020-10-04 00:51:14,339 - mmaction - INFO - Epoch [93][720/2825] lr: 7.500e-05, eta: 6:20:30, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8518, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.5442 2020-10-04 00:51:35,132 - mmaction - INFO - Epoch [93][740/2825] lr: 7.500e-05, eta: 6:20:09, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8510, loss_cls: 1.4552, loss: 1.4552, grad_norm: 7.5213 2020-10-04 00:51:56,353 - mmaction - INFO - Epoch [93][760/2825] lr: 7.500e-05, eta: 6:19:49, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4653, loss: 1.4653, grad_norm: 7.5886 2020-10-04 00:52:15,870 - mmaction - INFO - Epoch [93][780/2825] lr: 7.500e-05, eta: 6:19:28, time: 0.976, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8510, loss_cls: 1.4304, loss: 1.4304, grad_norm: 7.3538 2020-10-04 00:52:37,608 - mmaction - INFO - Epoch [93][800/2825] lr: 7.500e-05, eta: 6:19:07, time: 1.087, data_time: 0.047, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8622, loss_cls: 1.3977, loss: 1.3977, grad_norm: 7.4760 2020-10-04 00:52:58,339 - mmaction - INFO - Epoch [93][820/2825] lr: 7.500e-05, eta: 6:18:46, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8534, loss_cls: 1.4272, loss: 1.4272, grad_norm: 7.4805 2020-10-04 00:53:19,572 - mmaction - INFO - Epoch [93][840/2825] lr: 7.500e-05, eta: 6:18:25, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8508, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.6136 2020-10-04 00:53:39,541 - mmaction - INFO - Epoch [93][860/2825] lr: 7.500e-05, eta: 6:18:04, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8357, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.5543 2020-10-04 00:54:00,739 - mmaction - INFO - Epoch [93][880/2825] lr: 7.500e-05, eta: 6:17:43, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8518, loss_cls: 1.4248, loss: 1.4248, grad_norm: 7.3840 2020-10-04 00:54:20,997 - mmaction - INFO - Epoch [93][900/2825] lr: 7.500e-05, eta: 6:17:22, time: 1.012, data_time: 0.001, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8589, loss_cls: 1.4029, loss: 1.4029, grad_norm: 7.3922 2020-10-04 00:54:41,424 - mmaction - INFO - Epoch [93][920/2825] lr: 7.500e-05, eta: 6:17:01, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8542, loss_cls: 1.4338, loss: 1.4338, grad_norm: 7.4906 2020-10-04 00:55:02,697 - mmaction - INFO - Epoch [93][940/2825] lr: 7.500e-05, eta: 6:16:41, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4209, loss: 1.4209, grad_norm: 7.5228 2020-10-04 00:55:24,102 - mmaction - INFO - Epoch [93][960/2825] lr: 7.500e-05, eta: 6:16:20, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8471, loss_cls: 1.4798, loss: 1.4798, grad_norm: 7.6844 2020-10-04 00:55:43,344 - mmaction - INFO - Epoch [93][980/2825] lr: 7.500e-05, eta: 6:15:59, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8565, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.5562 2020-10-04 00:56:04,302 - mmaction - INFO - Epoch [93][1000/2825] lr: 7.500e-05, eta: 6:15:38, time: 1.048, data_time: 0.004, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8549, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.6530 2020-10-04 00:56:24,652 - mmaction - INFO - Epoch [93][1020/2825] lr: 7.500e-05, eta: 6:15:17, time: 1.019, data_time: 0.011, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8555, loss_cls: 1.4265, loss: 1.4265, grad_norm: 7.5750 2020-10-04 00:56:46,290 - mmaction - INFO - Epoch [93][1040/2825] lr: 7.500e-05, eta: 6:14:56, time: 1.081, data_time: 0.279, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8503, loss_cls: 1.4553, loss: 1.4553, grad_norm: 7.6039 2020-10-04 00:57:07,499 - mmaction - INFO - Epoch [93][1060/2825] lr: 7.500e-05, eta: 6:14:35, time: 1.061, data_time: 0.449, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8461, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.4204 2020-10-04 00:57:27,420 - mmaction - INFO - Epoch [93][1080/2825] lr: 7.500e-05, eta: 6:14:14, time: 0.995, data_time: 0.375, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8596, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.6540 2020-10-04 00:57:49,187 - mmaction - INFO - Epoch [93][1100/2825] lr: 7.500e-05, eta: 6:13:54, time: 1.089, data_time: 0.475, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8451, loss_cls: 1.4584, loss: 1.4584, grad_norm: 7.4846 2020-10-04 00:58:09,736 - mmaction - INFO - Epoch [93][1120/2825] lr: 7.500e-05, eta: 6:13:33, time: 1.028, data_time: 0.410, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8466, loss_cls: 1.4181, loss: 1.4181, grad_norm: 7.3779 2020-10-04 00:58:29,509 - mmaction - INFO - Epoch [93][1140/2825] lr: 7.500e-05, eta: 6:13:12, time: 0.988, data_time: 0.300, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8589, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.4755 2020-10-04 00:58:50,405 - mmaction - INFO - Epoch [93][1160/2825] lr: 7.500e-05, eta: 6:12:51, time: 1.045, data_time: 0.395, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4590, loss: 1.4590, grad_norm: 7.5933 2020-10-04 00:59:11,012 - mmaction - INFO - Epoch [93][1180/2825] lr: 7.500e-05, eta: 6:12:30, time: 1.030, data_time: 0.256, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8526, loss_cls: 1.4228, loss: 1.4228, grad_norm: 7.5880 2020-10-04 00:59:31,483 - mmaction - INFO - Epoch [93][1200/2825] lr: 7.500e-05, eta: 6:12:09, time: 1.024, data_time: 0.323, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8490, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.6800 2020-10-04 00:59:52,615 - mmaction - INFO - Epoch [93][1220/2825] lr: 7.500e-05, eta: 6:11:48, time: 1.056, data_time: 0.437, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8547, loss_cls: 1.3895, loss: 1.3895, grad_norm: 7.4805 2020-10-04 01:00:14,160 - mmaction - INFO - Epoch [93][1240/2825] lr: 7.500e-05, eta: 6:11:27, time: 1.077, data_time: 0.369, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8500, loss_cls: 1.4466, loss: 1.4466, grad_norm: 7.7458 2020-10-04 01:00:35,228 - mmaction - INFO - Epoch [93][1260/2825] lr: 7.500e-05, eta: 6:11:07, time: 1.053, data_time: 0.048, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8589, loss_cls: 1.4136, loss: 1.4136, grad_norm: 7.5443 2020-10-04 01:00:55,579 - mmaction - INFO - Epoch [93][1280/2825] lr: 7.500e-05, eta: 6:10:46, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8477, loss_cls: 1.4556, loss: 1.4556, grad_norm: 7.5581 2020-10-04 01:01:16,166 - mmaction - INFO - Epoch [93][1300/2825] lr: 7.500e-05, eta: 6:10:25, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8445, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.6229 2020-10-04 01:01:37,492 - mmaction - INFO - Epoch [93][1320/2825] lr: 7.500e-05, eta: 6:10:04, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8477, loss_cls: 1.4466, loss: 1.4466, grad_norm: 7.6824 2020-10-04 01:01:57,360 - mmaction - INFO - Epoch [93][1340/2825] lr: 7.500e-05, eta: 6:09:43, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8521, loss_cls: 1.4301, loss: 1.4301, grad_norm: 7.4660 2020-10-04 01:02:18,611 - mmaction - INFO - Epoch [93][1360/2825] lr: 7.500e-05, eta: 6:09:22, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8596, loss_cls: 1.4133, loss: 1.4133, grad_norm: 7.5490 2020-10-04 01:02:39,417 - mmaction - INFO - Epoch [93][1380/2825] lr: 7.500e-05, eta: 6:09:01, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8492, loss_cls: 1.4596, loss: 1.4596, grad_norm: 7.6256 2020-10-04 01:03:00,593 - mmaction - INFO - Epoch [93][1400/2825] lr: 7.500e-05, eta: 6:08:40, time: 1.058, data_time: 0.015, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8466, loss_cls: 1.4623, loss: 1.4623, grad_norm: 7.8658 2020-10-04 01:03:21,579 - mmaction - INFO - Epoch [93][1420/2825] lr: 7.500e-05, eta: 6:08:20, time: 1.050, data_time: 0.064, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8464, loss_cls: 1.4859, loss: 1.4859, grad_norm: 7.6371 2020-10-04 01:03:42,783 - mmaction - INFO - Epoch [93][1440/2825] lr: 7.500e-05, eta: 6:07:59, time: 1.061, data_time: 0.046, memory: 8353, top1_acc: 0.6435, top5_acc: 0.8471, loss_cls: 1.4886, loss: 1.4886, grad_norm: 7.7590 2020-10-04 01:04:05,074 - mmaction - INFO - Epoch [93][1460/2825] lr: 7.500e-05, eta: 6:07:38, time: 1.114, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4559, loss: 1.4559, grad_norm: 7.7013 2020-10-04 01:04:25,001 - mmaction - INFO - Epoch [93][1480/2825] lr: 7.500e-05, eta: 6:07:17, time: 0.996, data_time: 0.020, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8544, loss_cls: 1.4101, loss: 1.4101, grad_norm: 7.6339 2020-10-04 01:04:45,740 - mmaction - INFO - Epoch [93][1500/2825] lr: 7.500e-05, eta: 6:06:56, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8503, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.6049 2020-10-04 01:05:08,510 - mmaction - INFO - Epoch [93][1520/2825] lr: 7.500e-05, eta: 6:06:35, time: 1.139, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8510, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.6736 2020-10-04 01:05:28,267 - mmaction - INFO - Epoch [93][1540/2825] lr: 7.500e-05, eta: 6:06:14, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8497, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.4706 2020-10-04 01:05:48,175 - mmaction - INFO - Epoch [93][1560/2825] lr: 7.500e-05, eta: 6:05:54, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8521, loss_cls: 1.4429, loss: 1.4429, grad_norm: 7.4980 2020-10-04 01:06:08,889 - mmaction - INFO - Epoch [93][1580/2825] lr: 7.500e-05, eta: 6:05:33, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8536, loss_cls: 1.4442, loss: 1.4442, grad_norm: 7.6483 2020-10-04 01:06:29,512 - mmaction - INFO - Epoch [93][1600/2825] lr: 7.500e-05, eta: 6:05:12, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8536, loss_cls: 1.4653, loss: 1.4653, grad_norm: 7.6434 2020-10-04 01:06:50,636 - mmaction - INFO - Epoch [93][1620/2825] lr: 7.500e-05, eta: 6:04:51, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8549, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.6047 2020-10-04 01:07:12,084 - mmaction - INFO - Epoch [93][1640/2825] lr: 7.500e-05, eta: 6:04:30, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8557, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.4870 2020-10-04 01:07:33,251 - mmaction - INFO - Epoch [93][1660/2825] lr: 7.500e-05, eta: 6:04:09, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8482, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.5126 2020-10-04 01:07:53,731 - mmaction - INFO - Epoch [93][1680/2825] lr: 7.500e-05, eta: 6:03:48, time: 1.025, data_time: 0.003, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8497, loss_cls: 1.4222, loss: 1.4222, grad_norm: 7.5529 2020-10-04 01:08:14,324 - mmaction - INFO - Epoch [93][1700/2825] lr: 7.500e-05, eta: 6:03:27, time: 1.030, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8549, loss_cls: 1.4159, loss: 1.4159, grad_norm: 7.6561 2020-10-04 01:08:35,970 - mmaction - INFO - Epoch [93][1720/2825] lr: 7.500e-05, eta: 6:03:07, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8570, loss_cls: 1.4479, loss: 1.4479, grad_norm: 7.5846 2020-10-04 01:08:56,696 - mmaction - INFO - Epoch [93][1740/2825] lr: 7.500e-05, eta: 6:02:46, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8518, loss_cls: 1.4539, loss: 1.4539, grad_norm: 7.7030 2020-10-04 01:09:18,384 - mmaction - INFO - Epoch [93][1760/2825] lr: 7.500e-05, eta: 6:02:25, time: 1.084, data_time: 0.001, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8427, loss_cls: 1.4652, loss: 1.4652, grad_norm: 7.5859 2020-10-04 01:09:39,790 - mmaction - INFO - Epoch [93][1780/2825] lr: 7.500e-05, eta: 6:02:04, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8471, loss_cls: 1.4544, loss: 1.4544, grad_norm: 7.6328 2020-10-04 01:09:59,991 - mmaction - INFO - Epoch [93][1800/2825] lr: 7.500e-05, eta: 6:01:43, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8557, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.5891 2020-10-04 01:10:21,752 - mmaction - INFO - Epoch [93][1820/2825] lr: 7.500e-05, eta: 6:01:22, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8414, loss_cls: 1.4896, loss: 1.4896, grad_norm: 7.6358 2020-10-04 01:10:43,646 - mmaction - INFO - Epoch [93][1840/2825] lr: 7.500e-05, eta: 6:01:02, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6701, top5_acc: 0.8469, loss_cls: 1.4419, loss: 1.4419, grad_norm: 7.5393 2020-10-04 01:11:04,075 - mmaction - INFO - Epoch [93][1860/2825] lr: 7.500e-05, eta: 6:00:41, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4520, loss: 1.4520, grad_norm: 7.6266 2020-10-04 01:11:24,730 - mmaction - INFO - Epoch [93][1880/2825] lr: 7.500e-05, eta: 6:00:20, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8411, loss_cls: 1.4573, loss: 1.4573, grad_norm: 7.5147 2020-10-04 01:11:46,091 - mmaction - INFO - Epoch [93][1900/2825] lr: 7.500e-05, eta: 5:59:59, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8474, loss_cls: 1.4481, loss: 1.4481, grad_norm: 7.6563 2020-10-04 01:12:08,188 - mmaction - INFO - Epoch [93][1920/2825] lr: 7.500e-05, eta: 5:59:38, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8536, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.5994 2020-10-04 01:12:27,988 - mmaction - INFO - Epoch [93][1940/2825] lr: 7.500e-05, eta: 5:59:17, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8508, loss_cls: 1.4378, loss: 1.4378, grad_norm: 7.4928 2020-10-04 01:12:48,433 - mmaction - INFO - Epoch [93][1960/2825] lr: 7.500e-05, eta: 5:58:56, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8336, loss_cls: 1.5108, loss: 1.5108, grad_norm: 7.8666 2020-10-04 01:13:09,290 - mmaction - INFO - Epoch [93][1980/2825] lr: 7.500e-05, eta: 5:58:36, time: 1.043, data_time: 0.005, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8518, loss_cls: 1.4462, loss: 1.4462, grad_norm: 7.6662 2020-10-04 01:13:30,735 - mmaction - INFO - Epoch [93][2000/2825] lr: 7.500e-05, eta: 5:58:15, time: 1.072, data_time: 0.142, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8484, loss_cls: 1.4684, loss: 1.4684, grad_norm: 7.6876 2020-10-04 01:13:52,743 - mmaction - INFO - Epoch [93][2020/2825] lr: 7.500e-05, eta: 5:57:54, time: 1.101, data_time: 0.021, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8508, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.4910 2020-10-04 01:14:12,606 - mmaction - INFO - Epoch [93][2040/2825] lr: 7.500e-05, eta: 5:57:33, time: 0.991, data_time: 0.001, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8557, loss_cls: 1.4278, loss: 1.4278, grad_norm: 7.4998 2020-10-04 01:14:33,858 - mmaction - INFO - Epoch [93][2060/2825] lr: 7.500e-05, eta: 5:57:12, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8622, loss_cls: 1.3972, loss: 1.3972, grad_norm: 7.5560 2020-10-04 01:14:55,177 - mmaction - INFO - Epoch [93][2080/2825] lr: 7.500e-05, eta: 5:56:51, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8651, loss_cls: 1.4051, loss: 1.4051, grad_norm: 7.5489 2020-10-04 01:15:15,266 - mmaction - INFO - Epoch [93][2100/2825] lr: 7.500e-05, eta: 5:56:30, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8557, loss_cls: 1.4158, loss: 1.4158, grad_norm: 7.4521 2020-10-04 01:15:36,570 - mmaction - INFO - Epoch [93][2120/2825] lr: 7.500e-05, eta: 5:56:10, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8596, loss_cls: 1.4191, loss: 1.4191, grad_norm: 7.6370 2020-10-04 01:15:57,555 - mmaction - INFO - Epoch [93][2140/2825] lr: 7.500e-05, eta: 5:55:49, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8560, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.4169 2020-10-04 01:16:17,651 - mmaction - INFO - Epoch [93][2160/2825] lr: 7.500e-05, eta: 5:55:28, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4620, loss: 1.4620, grad_norm: 7.5100 2020-10-04 01:16:38,738 - mmaction - INFO - Epoch [93][2180/2825] lr: 7.500e-05, eta: 5:55:07, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8510, loss_cls: 1.4318, loss: 1.4318, grad_norm: 7.7000 2020-10-04 01:16:59,423 - mmaction - INFO - Epoch [93][2200/2825] lr: 7.500e-05, eta: 5:54:46, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8565, loss_cls: 1.3957, loss: 1.3957, grad_norm: 7.3898 2020-10-04 01:17:21,275 - mmaction - INFO - Epoch [93][2220/2825] lr: 7.500e-05, eta: 5:54:25, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.3994 2020-10-04 01:17:42,029 - mmaction - INFO - Epoch [93][2240/2825] lr: 7.500e-05, eta: 5:54:04, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.5274 2020-10-04 01:18:02,458 - mmaction - INFO - Epoch [93][2260/2825] lr: 7.500e-05, eta: 5:53:43, time: 1.022, data_time: 0.128, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8370, loss_cls: 1.4953, loss: 1.4953, grad_norm: 7.5401 2020-10-04 01:18:23,943 - mmaction - INFO - Epoch [93][2280/2825] lr: 7.500e-05, eta: 5:53:23, time: 1.075, data_time: 0.312, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8443, loss_cls: 1.4807, loss: 1.4807, grad_norm: 7.6122 2020-10-04 01:18:44,640 - mmaction - INFO - Epoch [93][2300/2825] lr: 7.500e-05, eta: 5:53:02, time: 1.034, data_time: 0.095, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8573, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.5479 2020-10-04 01:19:05,044 - mmaction - INFO - Epoch [93][2320/2825] lr: 7.500e-05, eta: 5:52:41, time: 1.021, data_time: 0.161, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8495, loss_cls: 1.4452, loss: 1.4452, grad_norm: 7.7182 2020-10-04 01:19:26,364 - mmaction - INFO - Epoch [93][2340/2825] lr: 7.500e-05, eta: 5:52:20, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8409, loss_cls: 1.4754, loss: 1.4754, grad_norm: 7.6524 2020-10-04 01:19:46,899 - mmaction - INFO - Epoch [93][2360/2825] lr: 7.500e-05, eta: 5:51:59, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8477, loss_cls: 1.4565, loss: 1.4565, grad_norm: 7.5240 2020-10-04 01:20:07,861 - mmaction - INFO - Epoch [93][2380/2825] lr: 7.500e-05, eta: 5:51:38, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8422, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.6028 2020-10-04 01:20:28,848 - mmaction - INFO - Epoch [93][2400/2825] lr: 7.500e-05, eta: 5:51:17, time: 1.050, data_time: 0.003, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8529, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.6373 2020-10-04 01:20:50,785 - mmaction - INFO - Epoch [93][2420/2825] lr: 7.500e-05, eta: 5:50:57, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8508, loss_cls: 1.4186, loss: 1.4186, grad_norm: 7.5434 2020-10-04 01:21:11,661 - mmaction - INFO - Epoch [93][2440/2825] lr: 7.500e-05, eta: 5:50:36, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8500, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.6668 2020-10-04 01:21:31,936 - mmaction - INFO - Epoch [93][2460/2825] lr: 7.500e-05, eta: 5:50:15, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8484, loss_cls: 1.4568, loss: 1.4568, grad_norm: 7.6537 2020-10-04 01:21:52,963 - mmaction - INFO - Epoch [93][2480/2825] lr: 7.500e-05, eta: 5:49:54, time: 1.051, data_time: 0.026, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8529, loss_cls: 1.4236, loss: 1.4236, grad_norm: 7.4869 2020-10-04 01:22:15,653 - mmaction - INFO - Epoch [93][2500/2825] lr: 7.500e-05, eta: 5:49:33, time: 1.135, data_time: 0.021, memory: 8353, top1_acc: 0.6776, top5_acc: 0.8568, loss_cls: 1.3851, loss: 1.3851, grad_norm: 7.4152 2020-10-04 01:22:36,129 - mmaction - INFO - Epoch [93][2520/2825] lr: 7.500e-05, eta: 5:49:12, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6729, top5_acc: 0.8654, loss_cls: 1.3739, loss: 1.3739, grad_norm: 7.4682 2020-10-04 01:22:58,451 - mmaction - INFO - Epoch [93][2540/2825] lr: 7.500e-05, eta: 5:48:52, time: 1.118, data_time: 0.002, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8451, loss_cls: 1.4844, loss: 1.4844, grad_norm: 7.6329 2020-10-04 01:23:19,635 - mmaction - INFO - Epoch [93][2560/2825] lr: 7.500e-05, eta: 5:48:31, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6724, top5_acc: 0.8523, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.4710 2020-10-04 01:23:38,921 - mmaction - INFO - Epoch [93][2580/2825] lr: 7.500e-05, eta: 5:48:10, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8544, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.6599 2020-10-04 01:23:59,784 - mmaction - INFO - Epoch [93][2600/2825] lr: 7.500e-05, eta: 5:47:49, time: 1.043, data_time: 0.036, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8562, loss_cls: 1.4162, loss: 1.4162, grad_norm: 7.4756 2020-10-04 01:24:19,681 - mmaction - INFO - Epoch [93][2620/2825] lr: 7.500e-05, eta: 5:47:28, time: 0.995, data_time: 0.065, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8526, loss_cls: 1.4243, loss: 1.4243, grad_norm: 7.5655 2020-10-04 01:24:41,400 - mmaction - INFO - Epoch [93][2640/2825] lr: 7.500e-05, eta: 5:47:07, time: 1.085, data_time: 0.075, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8503, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.6714 2020-10-04 01:25:02,853 - mmaction - INFO - Epoch [93][2660/2825] lr: 7.500e-05, eta: 5:46:46, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8573, loss_cls: 1.4087, loss: 1.4087, grad_norm: 7.4587 2020-10-04 01:25:23,479 - mmaction - INFO - Epoch [93][2680/2825] lr: 7.500e-05, eta: 5:46:25, time: 1.032, data_time: 0.006, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4767, loss: 1.4767, grad_norm: 7.7179 2020-10-04 01:25:45,306 - mmaction - INFO - Epoch [93][2700/2825] lr: 7.500e-05, eta: 5:46:05, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8568, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.5215 2020-10-04 01:26:05,942 - mmaction - INFO - Epoch [93][2720/2825] lr: 7.500e-05, eta: 5:45:44, time: 1.031, data_time: 0.001, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8492, loss_cls: 1.4576, loss: 1.4576, grad_norm: 7.5687 2020-10-04 01:26:26,128 - mmaction - INFO - Epoch [93][2740/2825] lr: 7.500e-05, eta: 5:45:23, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8430, loss_cls: 1.4744, loss: 1.4744, grad_norm: 7.6729 2020-10-04 01:26:46,055 - mmaction - INFO - Epoch [93][2760/2825] lr: 7.500e-05, eta: 5:45:02, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8453, loss_cls: 1.4837, loss: 1.4837, grad_norm: 7.7627 2020-10-04 01:27:08,210 - mmaction - INFO - Epoch [93][2780/2825] lr: 7.500e-05, eta: 5:44:41, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.4157, loss: 1.4157, grad_norm: 7.5719 2020-10-04 01:27:28,513 - mmaction - INFO - Epoch [93][2800/2825] lr: 7.500e-05, eta: 5:44:20, time: 1.015, data_time: 0.003, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8456, loss_cls: 1.4733, loss: 1.4733, grad_norm: 7.7409 2020-10-04 01:27:49,457 - mmaction - INFO - Epoch [93][2820/2825] lr: 7.500e-05, eta: 5:43:59, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8503, loss_cls: 1.4630, loss: 1.4630, grad_norm: 7.6089 2020-10-04 01:27:55,738 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-10-04 01:28:46,648 - mmaction - INFO - Epoch [94][20/2825] lr: 7.500e-05, eta: 5:43:35, time: 2.530, data_time: 1.763, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8471, loss_cls: 1.4369, loss: 1.4369, grad_norm: 7.6796 2020-10-04 01:29:08,182 - mmaction - INFO - Epoch [94][40/2825] lr: 7.500e-05, eta: 5:43:14, time: 1.077, data_time: 0.460, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8456, loss_cls: 1.4772, loss: 1.4772, grad_norm: 7.7640 2020-10-04 01:29:27,909 - mmaction - INFO - Epoch [94][60/2825] lr: 7.500e-05, eta: 5:42:53, time: 0.986, data_time: 0.314, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8602, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.5304 2020-10-04 01:29:49,125 - mmaction - INFO - Epoch [94][80/2825] lr: 7.500e-05, eta: 5:42:32, time: 1.061, data_time: 0.074, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8471, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.4541 2020-10-04 01:30:10,884 - mmaction - INFO - Epoch [94][100/2825] lr: 7.500e-05, eta: 5:42:12, time: 1.088, data_time: 0.024, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8552, loss_cls: 1.4277, loss: 1.4277, grad_norm: 7.5470 2020-10-04 01:30:32,287 - mmaction - INFO - Epoch [94][120/2825] lr: 7.500e-05, eta: 5:41:51, time: 1.069, data_time: 0.026, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8448, loss_cls: 1.4645, loss: 1.4645, grad_norm: 7.5021 2020-10-04 01:30:52,629 - mmaction - INFO - Epoch [94][140/2825] lr: 7.500e-05, eta: 5:41:30, time: 1.018, data_time: 0.118, memory: 8353, top1_acc: 0.6367, top5_acc: 0.8357, loss_cls: 1.5434, loss: 1.5434, grad_norm: 7.6482 2020-10-04 01:31:13,809 - mmaction - INFO - Epoch [94][160/2825] lr: 7.500e-05, eta: 5:41:09, time: 1.058, data_time: 0.081, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8404, loss_cls: 1.4702, loss: 1.4702, grad_norm: 7.5512 2020-10-04 01:31:34,533 - mmaction - INFO - Epoch [94][180/2825] lr: 7.500e-05, eta: 5:40:48, time: 1.037, data_time: 0.017, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.4419 2020-10-04 01:31:56,200 - mmaction - INFO - Epoch [94][200/2825] lr: 7.500e-05, eta: 5:40:27, time: 1.083, data_time: 0.254, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8565, loss_cls: 1.4375, loss: 1.4375, grad_norm: 7.6029 2020-10-04 01:32:16,501 - mmaction - INFO - Epoch [94][220/2825] lr: 7.500e-05, eta: 5:40:06, time: 1.015, data_time: 0.323, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8388, loss_cls: 1.4865, loss: 1.4865, grad_norm: 7.7653 2020-10-04 01:32:37,637 - mmaction - INFO - Epoch [94][240/2825] lr: 7.500e-05, eta: 5:39:46, time: 1.058, data_time: 0.142, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8581, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.6632 2020-10-04 01:32:58,475 - mmaction - INFO - Epoch [94][260/2825] lr: 7.500e-05, eta: 5:39:25, time: 1.041, data_time: 0.285, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8503, loss_cls: 1.4466, loss: 1.4466, grad_norm: 7.5880 2020-10-04 01:33:19,948 - mmaction - INFO - Epoch [94][280/2825] lr: 7.500e-05, eta: 5:39:04, time: 1.073, data_time: 0.134, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8539, loss_cls: 1.4367, loss: 1.4367, grad_norm: 7.6910 2020-10-04 01:33:39,771 - mmaction - INFO - Epoch [94][300/2825] lr: 7.500e-05, eta: 5:38:43, time: 0.991, data_time: 0.058, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.6633 2020-10-04 01:34:01,449 - mmaction - INFO - Epoch [94][320/2825] lr: 7.500e-05, eta: 5:38:22, time: 1.084, data_time: 0.034, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8568, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.7125 2020-10-04 01:34:21,615 - mmaction - INFO - Epoch [94][340/2825] lr: 7.500e-05, eta: 5:38:01, time: 1.009, data_time: 0.152, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8445, loss_cls: 1.4288, loss: 1.4288, grad_norm: 7.5138 2020-10-04 01:34:42,649 - mmaction - INFO - Epoch [94][360/2825] lr: 7.500e-05, eta: 5:37:40, time: 1.051, data_time: 0.212, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8529, loss_cls: 1.4253, loss: 1.4253, grad_norm: 7.3756 2020-10-04 01:35:03,061 - mmaction - INFO - Epoch [94][380/2825] lr: 7.500e-05, eta: 5:37:19, time: 1.021, data_time: 0.003, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8531, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.5853 2020-10-04 01:35:24,523 - mmaction - INFO - Epoch [94][400/2825] lr: 7.500e-05, eta: 5:36:59, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8539, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.4557 2020-10-04 01:35:44,700 - mmaction - INFO - Epoch [94][420/2825] lr: 7.500e-05, eta: 5:36:38, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8591, loss_cls: 1.4097, loss: 1.4097, grad_norm: 7.5876 2020-10-04 01:36:07,229 - mmaction - INFO - Epoch [94][440/2825] lr: 7.500e-05, eta: 5:36:17, time: 1.128, data_time: 0.003, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8437, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.6523 2020-10-04 01:36:27,632 - mmaction - INFO - Epoch [94][460/2825] lr: 7.500e-05, eta: 5:35:56, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8458, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.4836 2020-10-04 01:36:49,828 - mmaction - INFO - Epoch [94][480/2825] lr: 7.500e-05, eta: 5:35:35, time: 1.109, data_time: 0.001, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8568, loss_cls: 1.4289, loss: 1.4289, grad_norm: 7.5655 2020-10-04 01:37:11,096 - mmaction - INFO - Epoch [94][500/2825] lr: 7.500e-05, eta: 5:35:14, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8563, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.4032 2020-10-04 01:37:30,960 - mmaction - INFO - Epoch [94][520/2825] lr: 7.500e-05, eta: 5:34:53, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8516, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.7189 2020-10-04 01:37:52,908 - mmaction - INFO - Epoch [94][540/2825] lr: 7.500e-05, eta: 5:34:33, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8560, loss_cls: 1.4189, loss: 1.4189, grad_norm: 7.4895 2020-10-04 01:38:12,309 - mmaction - INFO - Epoch [94][560/2825] lr: 7.500e-05, eta: 5:34:12, time: 0.970, data_time: 0.003, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8526, loss_cls: 1.4107, loss: 1.4107, grad_norm: 7.4774 2020-10-04 01:38:34,610 - mmaction - INFO - Epoch [94][580/2825] lr: 7.500e-05, eta: 5:33:51, time: 1.116, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8531, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.3879 2020-10-04 01:38:54,537 - mmaction - INFO - Epoch [94][600/2825] lr: 7.500e-05, eta: 5:33:30, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8539, loss_cls: 1.4414, loss: 1.4414, grad_norm: 7.6157 2020-10-04 01:39:16,268 - mmaction - INFO - Epoch [94][620/2825] lr: 7.500e-05, eta: 5:33:09, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8568, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.5622 2020-10-04 01:39:35,792 - mmaction - INFO - Epoch [94][640/2825] lr: 7.500e-05, eta: 5:32:48, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8461, loss_cls: 1.4674, loss: 1.4674, grad_norm: 7.6507 2020-10-04 01:39:58,567 - mmaction - INFO - Epoch [94][660/2825] lr: 7.500e-05, eta: 5:32:27, time: 1.138, data_time: 0.001, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8576, loss_cls: 1.4300, loss: 1.4300, grad_norm: 7.5467 2020-10-04 01:40:18,235 - mmaction - INFO - Epoch [94][680/2825] lr: 7.500e-05, eta: 5:32:07, time: 0.983, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8539, loss_cls: 1.4372, loss: 1.4372, grad_norm: 7.6759 2020-10-04 01:40:39,496 - mmaction - INFO - Epoch [94][700/2825] lr: 7.500e-05, eta: 5:31:46, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8464, loss_cls: 1.4875, loss: 1.4875, grad_norm: 7.5690 2020-10-04 01:40:59,904 - mmaction - INFO - Epoch [94][720/2825] lr: 7.500e-05, eta: 5:31:25, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8464, loss_cls: 1.4498, loss: 1.4498, grad_norm: 7.5814 2020-10-04 01:41:20,073 - mmaction - INFO - Epoch [94][740/2825] lr: 7.500e-05, eta: 5:31:04, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8495, loss_cls: 1.4384, loss: 1.4384, grad_norm: 7.5420 2020-10-04 01:41:41,866 - mmaction - INFO - Epoch [94][760/2825] lr: 7.500e-05, eta: 5:30:43, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6763, top5_acc: 0.8602, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.3716 2020-10-04 01:42:02,576 - mmaction - INFO - Epoch [94][780/2825] lr: 7.500e-05, eta: 5:30:22, time: 1.036, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8500, loss_cls: 1.4561, loss: 1.4561, grad_norm: 7.6391 2020-10-04 01:42:23,264 - mmaction - INFO - Epoch [94][800/2825] lr: 7.500e-05, eta: 5:30:01, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8557, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.5407 2020-10-04 01:42:44,097 - mmaction - INFO - Epoch [94][820/2825] lr: 7.500e-05, eta: 5:29:40, time: 1.042, data_time: 0.006, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8404, loss_cls: 1.4628, loss: 1.4628, grad_norm: 7.5257 2020-10-04 01:43:05,786 - mmaction - INFO - Epoch [94][840/2825] lr: 7.500e-05, eta: 5:29:20, time: 1.085, data_time: 0.002, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8490, loss_cls: 1.4825, loss: 1.4825, grad_norm: 7.8021 2020-10-04 01:43:25,817 - mmaction - INFO - Epoch [94][860/2825] lr: 7.500e-05, eta: 5:28:59, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8552, loss_cls: 1.4167, loss: 1.4167, grad_norm: 7.5835 2020-10-04 01:43:47,734 - mmaction - INFO - Epoch [94][880/2825] lr: 7.500e-05, eta: 5:28:38, time: 1.094, data_time: 0.001, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8505, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.5460 2020-10-04 01:44:09,960 - mmaction - INFO - Epoch [94][900/2825] lr: 7.500e-05, eta: 5:28:17, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8471, loss_cls: 1.4833, loss: 1.4833, grad_norm: 7.6316 2020-10-04 01:44:29,853 - mmaction - INFO - Epoch [94][920/2825] lr: 7.500e-05, eta: 5:27:56, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8396, loss_cls: 1.5070, loss: 1.5070, grad_norm: 7.8157 2020-10-04 01:44:52,542 - mmaction - INFO - Epoch [94][940/2825] lr: 7.500e-05, eta: 5:27:35, time: 1.135, data_time: 0.003, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8453, loss_cls: 1.4754, loss: 1.4754, grad_norm: 7.6233 2020-10-04 01:45:13,675 - mmaction - INFO - Epoch [94][960/2825] lr: 7.500e-05, eta: 5:27:15, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8599, loss_cls: 1.3927, loss: 1.3927, grad_norm: 7.3983 2020-10-04 01:45:34,401 - mmaction - INFO - Epoch [94][980/2825] lr: 7.500e-05, eta: 5:26:54, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.5757 2020-10-04 01:45:54,378 - mmaction - INFO - Epoch [94][1000/2825] lr: 7.500e-05, eta: 5:26:33, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6781, top5_acc: 0.8560, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.4774 2020-10-04 01:46:15,556 - mmaction - INFO - Epoch [94][1020/2825] lr: 7.500e-05, eta: 5:26:12, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8500, loss_cls: 1.4915, loss: 1.4915, grad_norm: 7.7044 2020-10-04 01:46:36,854 - mmaction - INFO - Epoch [94][1040/2825] lr: 7.500e-05, eta: 5:25:51, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3783, loss: 1.3783, grad_norm: 7.4682 2020-10-04 01:46:57,255 - mmaction - INFO - Epoch [94][1060/2825] lr: 7.500e-05, eta: 5:25:30, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8482, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.5953 2020-10-04 01:47:18,375 - mmaction - INFO - Epoch [94][1080/2825] lr: 7.500e-05, eta: 5:25:09, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6734, top5_acc: 0.8607, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.3469 2020-10-04 01:47:39,338 - mmaction - INFO - Epoch [94][1100/2825] lr: 7.500e-05, eta: 5:24:48, time: 1.049, data_time: 0.057, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.4745 2020-10-04 01:48:00,730 - mmaction - INFO - Epoch [94][1120/2825] lr: 7.500e-05, eta: 5:24:28, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8542, loss_cls: 1.4338, loss: 1.4338, grad_norm: 7.5901 2020-10-04 01:48:20,627 - mmaction - INFO - Epoch [94][1140/2825] lr: 7.500e-05, eta: 5:24:07, time: 0.995, data_time: 0.015, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8443, loss_cls: 1.4767, loss: 1.4767, grad_norm: 7.6922 2020-10-04 01:48:41,909 - mmaction - INFO - Epoch [94][1160/2825] lr: 7.500e-05, eta: 5:23:46, time: 1.064, data_time: 0.132, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8521, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.5133 2020-10-04 01:49:01,407 - mmaction - INFO - Epoch [94][1180/2825] lr: 7.500e-05, eta: 5:23:25, time: 0.975, data_time: 0.174, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.5310 2020-10-04 01:49:22,840 - mmaction - INFO - Epoch [94][1200/2825] lr: 7.500e-05, eta: 5:23:04, time: 1.072, data_time: 0.036, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8643, loss_cls: 1.3876, loss: 1.3876, grad_norm: 7.4592 2020-10-04 01:49:43,791 - mmaction - INFO - Epoch [94][1220/2825] lr: 7.500e-05, eta: 5:22:43, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8477, loss_cls: 1.4633, loss: 1.4633, grad_norm: 7.5615 2020-10-04 01:50:05,806 - mmaction - INFO - Epoch [94][1240/2825] lr: 7.500e-05, eta: 5:22:22, time: 1.100, data_time: 0.082, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8547, loss_cls: 1.4436, loss: 1.4436, grad_norm: 7.6557 2020-10-04 01:50:24,464 - mmaction - INFO - Epoch [94][1260/2825] lr: 7.500e-05, eta: 5:22:01, time: 0.933, data_time: 0.075, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8526, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.7012 2020-10-04 01:50:46,633 - mmaction - INFO - Epoch [94][1280/2825] lr: 7.500e-05, eta: 5:21:41, time: 1.109, data_time: 0.172, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8464, loss_cls: 1.4573, loss: 1.4573, grad_norm: 7.7165 2020-10-04 01:51:06,943 - mmaction - INFO - Epoch [94][1300/2825] lr: 7.500e-05, eta: 5:21:20, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8490, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.6485 2020-10-04 01:51:27,212 - mmaction - INFO - Epoch [94][1320/2825] lr: 7.500e-05, eta: 5:20:59, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8466, loss_cls: 1.4613, loss: 1.4613, grad_norm: 7.6405 2020-10-04 01:51:48,627 - mmaction - INFO - Epoch [94][1340/2825] lr: 7.500e-05, eta: 5:20:38, time: 1.071, data_time: 0.063, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8531, loss_cls: 1.4526, loss: 1.4526, grad_norm: 7.6776 2020-10-04 01:52:09,292 - mmaction - INFO - Epoch [94][1360/2825] lr: 7.500e-05, eta: 5:20:17, time: 1.033, data_time: 0.088, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8581, loss_cls: 1.4101, loss: 1.4101, grad_norm: 7.5003 2020-10-04 01:52:30,803 - mmaction - INFO - Epoch [94][1380/2825] lr: 7.500e-05, eta: 5:19:56, time: 1.076, data_time: 0.049, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8385, loss_cls: 1.4932, loss: 1.4932, grad_norm: 7.7693 2020-10-04 01:52:51,440 - mmaction - INFO - Epoch [94][1400/2825] lr: 7.500e-05, eta: 5:19:35, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8497, loss_cls: 1.4585, loss: 1.4585, grad_norm: 7.6025 2020-10-04 01:53:12,695 - mmaction - INFO - Epoch [94][1420/2825] lr: 7.500e-05, eta: 5:19:14, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8518, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.7626 2020-10-04 01:53:34,242 - mmaction - INFO - Epoch [94][1440/2825] lr: 7.500e-05, eta: 5:18:54, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8513, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.6347 2020-10-04 01:53:54,306 - mmaction - INFO - Epoch [94][1460/2825] lr: 7.500e-05, eta: 5:18:33, time: 1.002, data_time: 0.001, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8490, loss_cls: 1.4462, loss: 1.4462, grad_norm: 7.5328 2020-10-04 01:54:15,423 - mmaction - INFO - Epoch [94][1480/2825] lr: 7.500e-05, eta: 5:18:12, time: 1.057, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8432, loss_cls: 1.4740, loss: 1.4740, grad_norm: 7.7221 2020-10-04 01:54:37,660 - mmaction - INFO - Epoch [94][1500/2825] lr: 7.500e-05, eta: 5:17:51, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8448, loss_cls: 1.4906, loss: 1.4906, grad_norm: 7.7143 2020-10-04 01:54:57,109 - mmaction - INFO - Epoch [94][1520/2825] lr: 7.500e-05, eta: 5:17:30, time: 0.973, data_time: 0.001, memory: 8353, top1_acc: 0.6849, top5_acc: 0.8682, loss_cls: 1.3279, loss: 1.3279, grad_norm: 7.3123 2020-10-04 01:55:19,184 - mmaction - INFO - Epoch [94][1540/2825] lr: 7.500e-05, eta: 5:17:09, time: 1.104, data_time: 0.001, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8456, loss_cls: 1.4765, loss: 1.4765, grad_norm: 7.6979 2020-10-04 01:55:39,478 - mmaction - INFO - Epoch [94][1560/2825] lr: 7.500e-05, eta: 5:16:48, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8443, loss_cls: 1.4613, loss: 1.4613, grad_norm: 7.7186 2020-10-04 01:56:00,208 - mmaction - INFO - Epoch [94][1580/2825] lr: 7.500e-05, eta: 5:16:27, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8526, loss_cls: 1.4156, loss: 1.4156, grad_norm: 7.4908 2020-10-04 01:56:21,864 - mmaction - INFO - Epoch [94][1600/2825] lr: 7.500e-05, eta: 5:16:07, time: 1.084, data_time: 0.003, memory: 8353, top1_acc: 0.6440, top5_acc: 0.8359, loss_cls: 1.5136, loss: 1.5136, grad_norm: 7.8152 2020-10-04 01:56:43,359 - mmaction - INFO - Epoch [94][1620/2825] lr: 7.500e-05, eta: 5:15:46, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8409, loss_cls: 1.4922, loss: 1.4922, grad_norm: 7.6126 2020-10-04 01:57:02,419 - mmaction - INFO - Epoch [94][1640/2825] lr: 7.500e-05, eta: 5:15:25, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8401, loss_cls: 1.4805, loss: 1.4805, grad_norm: 7.5586 2020-10-04 01:57:24,375 - mmaction - INFO - Epoch [94][1660/2825] lr: 7.500e-05, eta: 5:15:04, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8547, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.5347 2020-10-04 01:57:45,350 - mmaction - INFO - Epoch [94][1680/2825] lr: 7.500e-05, eta: 5:14:43, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8536, loss_cls: 1.4164, loss: 1.4164, grad_norm: 7.6354 2020-10-04 01:58:05,812 - mmaction - INFO - Epoch [94][1700/2825] lr: 7.500e-05, eta: 5:14:22, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8508, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.4801 2020-10-04 01:58:27,185 - mmaction - INFO - Epoch [94][1720/2825] lr: 7.500e-05, eta: 5:14:01, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8471, loss_cls: 1.4772, loss: 1.4772, grad_norm: 7.6690 2020-10-04 01:58:48,299 - mmaction - INFO - Epoch [94][1740/2825] lr: 7.500e-05, eta: 5:13:41, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8570, loss_cls: 1.4427, loss: 1.4427, grad_norm: 7.6442 2020-10-04 01:59:08,426 - mmaction - INFO - Epoch [94][1760/2825] lr: 7.500e-05, eta: 5:13:20, time: 1.006, data_time: 0.020, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8458, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.7076 2020-10-04 01:59:28,580 - mmaction - INFO - Epoch [94][1780/2825] lr: 7.500e-05, eta: 5:12:59, time: 1.009, data_time: 0.020, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8685, loss_cls: 1.3667, loss: 1.3667, grad_norm: 7.4360 2020-10-04 01:59:50,494 - mmaction - INFO - Epoch [94][1800/2825] lr: 7.500e-05, eta: 5:12:38, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8534, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.6256 2020-10-04 02:00:11,226 - mmaction - INFO - Epoch [94][1820/2825] lr: 7.500e-05, eta: 5:12:17, time: 1.035, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8458, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.6973 2020-10-04 02:00:32,716 - mmaction - INFO - Epoch [94][1840/2825] lr: 7.500e-05, eta: 5:11:56, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.5031 2020-10-04 02:00:53,760 - mmaction - INFO - Epoch [94][1860/2825] lr: 7.500e-05, eta: 5:11:35, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8474, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.6226 2020-10-04 02:01:14,531 - mmaction - INFO - Epoch [94][1880/2825] lr: 7.500e-05, eta: 5:11:14, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8531, loss_cls: 1.4157, loss: 1.4157, grad_norm: 7.5944 2020-10-04 02:01:35,861 - mmaction - INFO - Epoch [94][1900/2825] lr: 7.500e-05, eta: 5:10:54, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8411, loss_cls: 1.4969, loss: 1.4969, grad_norm: 7.6835 2020-10-04 02:01:57,122 - mmaction - INFO - Epoch [94][1920/2825] lr: 7.500e-05, eta: 5:10:33, time: 1.065, data_time: 0.003, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8471, loss_cls: 1.4425, loss: 1.4425, grad_norm: 7.5536 2020-10-04 02:02:18,346 - mmaction - INFO - Epoch [94][1940/2825] lr: 7.500e-05, eta: 5:10:12, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8549, loss_cls: 1.4135, loss: 1.4135, grad_norm: 7.5357 2020-10-04 02:02:39,622 - mmaction - INFO - Epoch [94][1960/2825] lr: 7.500e-05, eta: 5:09:51, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8427, loss_cls: 1.4972, loss: 1.4972, grad_norm: 7.7700 2020-10-04 02:03:00,817 - mmaction - INFO - Epoch [94][1980/2825] lr: 7.500e-05, eta: 5:09:30, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8568, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.5176 2020-10-04 02:03:20,891 - mmaction - INFO - Epoch [94][2000/2825] lr: 7.500e-05, eta: 5:09:09, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8490, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.7582 2020-10-04 02:03:42,529 - mmaction - INFO - Epoch [94][2020/2825] lr: 7.500e-05, eta: 5:08:49, time: 1.082, data_time: 0.003, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8432, loss_cls: 1.4784, loss: 1.4784, grad_norm: 7.6117 2020-10-04 02:04:01,804 - mmaction - INFO - Epoch [94][2040/2825] lr: 7.500e-05, eta: 5:08:28, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8529, loss_cls: 1.4236, loss: 1.4236, grad_norm: 7.5340 2020-10-04 02:04:22,880 - mmaction - INFO - Epoch [94][2060/2825] lr: 7.500e-05, eta: 5:08:07, time: 1.054, data_time: 0.127, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8526, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.4642 2020-10-04 02:04:42,722 - mmaction - INFO - Epoch [94][2080/2825] lr: 7.500e-05, eta: 5:07:46, time: 0.992, data_time: 0.006, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8487, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.7786 2020-10-04 02:05:03,765 - mmaction - INFO - Epoch [94][2100/2825] lr: 7.500e-05, eta: 5:07:25, time: 1.052, data_time: 0.069, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8461, loss_cls: 1.4567, loss: 1.4567, grad_norm: 7.5297 2020-10-04 02:05:25,870 - mmaction - INFO - Epoch [94][2120/2825] lr: 7.500e-05, eta: 5:07:04, time: 1.105, data_time: 0.060, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8497, loss_cls: 1.4455, loss: 1.4455, grad_norm: 7.5737 2020-10-04 02:05:45,970 - mmaction - INFO - Epoch [94][2140/2825] lr: 7.500e-05, eta: 5:06:43, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8409, loss_cls: 1.4553, loss: 1.4553, grad_norm: 7.6172 2020-10-04 02:06:06,634 - mmaction - INFO - Epoch [94][2160/2825] lr: 7.500e-05, eta: 5:06:22, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8505, loss_cls: 1.4244, loss: 1.4244, grad_norm: 7.6971 2020-10-04 02:06:28,756 - mmaction - INFO - Epoch [94][2180/2825] lr: 7.500e-05, eta: 5:06:01, time: 1.105, data_time: 0.001, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.5677 2020-10-04 02:06:50,646 - mmaction - INFO - Epoch [94][2200/2825] lr: 7.500e-05, eta: 5:05:41, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8503, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.5815 2020-10-04 02:07:09,082 - mmaction - INFO - Epoch [94][2220/2825] lr: 7.500e-05, eta: 5:05:20, time: 0.921, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8521, loss_cls: 1.4092, loss: 1.4092, grad_norm: 7.4382 2020-10-04 02:07:30,588 - mmaction - INFO - Epoch [94][2240/2825] lr: 7.500e-05, eta: 5:04:59, time: 1.076, data_time: 0.025, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8560, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.5910 2020-10-04 02:07:51,447 - mmaction - INFO - Epoch [94][2260/2825] lr: 7.500e-05, eta: 5:04:38, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8505, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.4519 2020-10-04 02:08:12,552 - mmaction - INFO - Epoch [94][2280/2825] lr: 7.500e-05, eta: 5:04:17, time: 1.055, data_time: 0.006, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8518, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.6287 2020-10-04 02:08:33,521 - mmaction - INFO - Epoch [94][2300/2825] lr: 7.500e-05, eta: 5:03:56, time: 1.048, data_time: 0.018, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8495, loss_cls: 1.4618, loss: 1.4618, grad_norm: 7.6069 2020-10-04 02:08:55,130 - mmaction - INFO - Epoch [94][2320/2825] lr: 7.500e-05, eta: 5:03:35, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8445, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.7888 2020-10-04 02:09:15,519 - mmaction - INFO - Epoch [94][2340/2825] lr: 7.500e-05, eta: 5:03:15, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8570, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.6868 2020-10-04 02:09:36,036 - mmaction - INFO - Epoch [94][2360/2825] lr: 7.500e-05, eta: 5:02:54, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8529, loss_cls: 1.4394, loss: 1.4394, grad_norm: 7.5941 2020-10-04 02:09:56,860 - mmaction - INFO - Epoch [94][2380/2825] lr: 7.500e-05, eta: 5:02:33, time: 1.042, data_time: 0.003, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8607, loss_cls: 1.3676, loss: 1.3676, grad_norm: 7.4542 2020-10-04 02:10:18,037 - mmaction - INFO - Epoch [94][2400/2825] lr: 7.500e-05, eta: 5:02:12, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8521, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.5310 2020-10-04 02:10:39,566 - mmaction - INFO - Epoch [94][2420/2825] lr: 7.500e-05, eta: 5:01:51, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8414, loss_cls: 1.4732, loss: 1.4732, grad_norm: 7.6907 2020-10-04 02:11:00,165 - mmaction - INFO - Epoch [94][2440/2825] lr: 7.500e-05, eta: 5:01:30, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.4087, loss: 1.4087, grad_norm: 7.5077 2020-10-04 02:11:21,550 - mmaction - INFO - Epoch [94][2460/2825] lr: 7.500e-05, eta: 5:01:09, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8445, loss_cls: 1.4376, loss: 1.4376, grad_norm: 7.5064 2020-10-04 02:11:42,846 - mmaction - INFO - Epoch [94][2480/2825] lr: 7.500e-05, eta: 5:00:48, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6740, top5_acc: 0.8648, loss_cls: 1.4017, loss: 1.4017, grad_norm: 7.6656 2020-10-04 02:12:03,225 - mmaction - INFO - Epoch [94][2500/2825] lr: 7.500e-05, eta: 5:00:28, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8458, loss_cls: 1.4667, loss: 1.4667, grad_norm: 7.6859 2020-10-04 02:12:24,477 - mmaction - INFO - Epoch [94][2520/2825] lr: 7.500e-05, eta: 5:00:07, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8484, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.5665 2020-10-04 02:12:44,987 - mmaction - INFO - Epoch [94][2540/2825] lr: 7.500e-05, eta: 4:59:46, time: 1.026, data_time: 0.003, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8445, loss_cls: 1.4628, loss: 1.4628, grad_norm: 7.6871 2020-10-04 02:13:05,364 - mmaction - INFO - Epoch [94][2560/2825] lr: 7.500e-05, eta: 4:59:25, time: 1.018, data_time: 0.009, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8440, loss_cls: 1.4435, loss: 1.4435, grad_norm: 7.5595 2020-10-04 02:13:25,843 - mmaction - INFO - Epoch [94][2580/2825] lr: 7.500e-05, eta: 4:59:04, time: 1.025, data_time: 0.015, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8552, loss_cls: 1.4318, loss: 1.4318, grad_norm: 7.5040 2020-10-04 02:13:46,561 - mmaction - INFO - Epoch [94][2600/2825] lr: 7.500e-05, eta: 4:58:43, time: 1.036, data_time: 0.125, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8596, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.4827 2020-10-04 02:14:06,935 - mmaction - INFO - Epoch [94][2620/2825] lr: 7.500e-05, eta: 4:58:22, time: 1.018, data_time: 0.031, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8534, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.5003 2020-10-04 02:14:29,706 - mmaction - INFO - Epoch [94][2640/2825] lr: 7.500e-05, eta: 4:58:02, time: 1.137, data_time: 0.002, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8484, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.6469 2020-10-04 02:14:51,999 - mmaction - INFO - Epoch [94][2660/2825] lr: 7.500e-05, eta: 4:57:41, time: 1.115, data_time: 0.003, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8505, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.7010 2020-10-04 02:15:10,999 - mmaction - INFO - Epoch [94][2680/2825] lr: 7.500e-05, eta: 4:57:20, time: 0.950, data_time: 0.003, memory: 8353, top1_acc: 0.6724, top5_acc: 0.8586, loss_cls: 1.3878, loss: 1.3878, grad_norm: 7.4287 2020-10-04 02:15:32,466 - mmaction - INFO - Epoch [94][2700/2825] lr: 7.500e-05, eta: 4:56:59, time: 1.073, data_time: 0.003, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8484, loss_cls: 1.4565, loss: 1.4565, grad_norm: 7.7839 2020-10-04 02:15:52,832 - mmaction - INFO - Epoch [94][2720/2825] lr: 7.500e-05, eta: 4:56:38, time: 1.019, data_time: 0.057, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8560, loss_cls: 1.4265, loss: 1.4265, grad_norm: 7.7119 2020-10-04 02:16:15,046 - mmaction - INFO - Epoch [94][2740/2825] lr: 7.500e-05, eta: 4:56:17, time: 1.110, data_time: 0.006, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8625, loss_cls: 1.3989, loss: 1.3989, grad_norm: 7.4616 2020-10-04 02:16:35,325 - mmaction - INFO - Epoch [94][2760/2825] lr: 7.500e-05, eta: 4:55:56, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.4735 2020-10-04 02:16:56,145 - mmaction - INFO - Epoch [94][2780/2825] lr: 7.500e-05, eta: 4:55:35, time: 1.041, data_time: 0.008, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8534, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.7496 2020-10-04 02:17:16,629 - mmaction - INFO - Epoch [94][2800/2825] lr: 7.500e-05, eta: 4:55:15, time: 1.024, data_time: 0.132, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8581, loss_cls: 1.4207, loss: 1.4207, grad_norm: 7.6559 2020-10-04 02:17:38,595 - mmaction - INFO - Epoch [94][2820/2825] lr: 7.500e-05, eta: 4:54:54, time: 1.098, data_time: 0.011, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8495, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.5767 2020-10-04 02:17:45,643 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-10-04 02:18:34,956 - mmaction - INFO - Epoch [95][20/2825] lr: 7.500e-05, eta: 4:54:29, time: 2.411, data_time: 1.691, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8482, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.5242 2020-10-04 02:18:56,449 - mmaction - INFO - Epoch [95][40/2825] lr: 7.500e-05, eta: 4:54:08, time: 1.075, data_time: 0.156, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8461, loss_cls: 1.4565, loss: 1.4565, grad_norm: 7.6375 2020-10-04 02:19:16,536 - mmaction - INFO - Epoch [95][60/2825] lr: 7.500e-05, eta: 4:53:47, time: 1.004, data_time: 0.082, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8542, loss_cls: 1.4580, loss: 1.4580, grad_norm: 7.5771 2020-10-04 02:19:37,725 - mmaction - INFO - Epoch [95][80/2825] lr: 7.500e-05, eta: 4:53:26, time: 1.060, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4344, loss: 1.4344, grad_norm: 7.5596 2020-10-04 02:20:00,762 - mmaction - INFO - Epoch [95][100/2825] lr: 7.500e-05, eta: 4:53:06, time: 1.152, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8445, loss_cls: 1.5051, loss: 1.5051, grad_norm: 7.7739 2020-10-04 02:20:20,545 - mmaction - INFO - Epoch [95][120/2825] lr: 7.500e-05, eta: 4:52:45, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8534, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.6525 2020-10-04 02:20:41,424 - mmaction - INFO - Epoch [95][140/2825] lr: 7.500e-05, eta: 4:52:24, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8505, loss_cls: 1.4327, loss: 1.4327, grad_norm: 7.5799 2020-10-04 02:21:01,748 - mmaction - INFO - Epoch [95][160/2825] lr: 7.500e-05, eta: 4:52:03, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8469, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.6431 2020-10-04 02:21:22,795 - mmaction - INFO - Epoch [95][180/2825] lr: 7.500e-05, eta: 4:51:42, time: 1.053, data_time: 0.183, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8562, loss_cls: 1.4213, loss: 1.4213, grad_norm: 7.5569 2020-10-04 02:21:43,039 - mmaction - INFO - Epoch [95][200/2825] lr: 7.500e-05, eta: 4:51:21, time: 1.013, data_time: 0.180, memory: 8353, top1_acc: 0.6443, top5_acc: 0.8510, loss_cls: 1.4784, loss: 1.4784, grad_norm: 7.6994 2020-10-04 02:22:05,315 - mmaction - INFO - Epoch [95][220/2825] lr: 7.500e-05, eta: 4:51:00, time: 1.113, data_time: 0.020, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8570, loss_cls: 1.4040, loss: 1.4040, grad_norm: 7.5891 2020-10-04 02:22:26,714 - mmaction - INFO - Epoch [95][240/2825] lr: 7.500e-05, eta: 4:50:40, time: 1.070, data_time: 0.032, memory: 8353, top1_acc: 0.6828, top5_acc: 0.8591, loss_cls: 1.3678, loss: 1.3678, grad_norm: 7.4157 2020-10-04 02:22:47,533 - mmaction - INFO - Epoch [95][260/2825] lr: 7.500e-05, eta: 4:50:19, time: 1.041, data_time: 0.180, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8500, loss_cls: 1.4704, loss: 1.4704, grad_norm: 7.6860 2020-10-04 02:23:08,331 - mmaction - INFO - Epoch [95][280/2825] lr: 7.500e-05, eta: 4:49:58, time: 1.039, data_time: 0.054, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8482, loss_cls: 1.4533, loss: 1.4533, grad_norm: 7.5202 2020-10-04 02:23:28,934 - mmaction - INFO - Epoch [95][300/2825] lr: 7.500e-05, eta: 4:49:37, time: 1.031, data_time: 0.127, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4565, loss: 1.4565, grad_norm: 7.7512 2020-10-04 02:23:49,788 - mmaction - INFO - Epoch [95][320/2825] lr: 7.500e-05, eta: 4:49:16, time: 1.042, data_time: 0.277, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4793, loss: 1.4793, grad_norm: 7.7154 2020-10-04 02:24:10,221 - mmaction - INFO - Epoch [95][340/2825] lr: 7.500e-05, eta: 4:48:55, time: 1.023, data_time: 0.134, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8591, loss_cls: 1.4070, loss: 1.4070, grad_norm: 7.6491 2020-10-04 02:24:31,123 - mmaction - INFO - Epoch [95][360/2825] lr: 7.500e-05, eta: 4:48:34, time: 1.044, data_time: 0.060, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8549, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.4933 2020-10-04 02:24:51,786 - mmaction - INFO - Epoch [95][380/2825] lr: 7.500e-05, eta: 4:48:13, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.5091, loss: 1.5091, grad_norm: 7.8752 2020-10-04 02:25:13,343 - mmaction - INFO - Epoch [95][400/2825] lr: 7.500e-05, eta: 4:47:53, time: 1.078, data_time: 0.038, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8484, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.6155 2020-10-04 02:25:33,977 - mmaction - INFO - Epoch [95][420/2825] lr: 7.500e-05, eta: 4:47:32, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8516, loss_cls: 1.4300, loss: 1.4300, grad_norm: 7.5539 2020-10-04 02:25:54,908 - mmaction - INFO - Epoch [95][440/2825] lr: 7.500e-05, eta: 4:47:11, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8589, loss_cls: 1.3813, loss: 1.3813, grad_norm: 7.4344 2020-10-04 02:26:16,450 - mmaction - INFO - Epoch [95][460/2825] lr: 7.500e-05, eta: 4:46:50, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8518, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.4067 2020-10-04 02:26:36,588 - mmaction - INFO - Epoch [95][480/2825] lr: 7.500e-05, eta: 4:46:29, time: 1.006, data_time: 0.001, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8521, loss_cls: 1.4526, loss: 1.4526, grad_norm: 7.6047 2020-10-04 02:26:58,026 - mmaction - INFO - Epoch [95][500/2825] lr: 7.500e-05, eta: 4:46:08, time: 1.072, data_time: 0.003, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8607, loss_cls: 1.3935, loss: 1.3935, grad_norm: 7.4412 2020-10-04 02:27:18,161 - mmaction - INFO - Epoch [95][520/2825] lr: 7.500e-05, eta: 4:45:47, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6313, top5_acc: 0.8310, loss_cls: 1.5562, loss: 1.5562, grad_norm: 7.7306 2020-10-04 02:27:38,068 - mmaction - INFO - Epoch [95][540/2825] lr: 7.500e-05, eta: 4:45:26, time: 0.995, data_time: 0.058, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8615, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.4592 2020-10-04 02:27:59,925 - mmaction - INFO - Epoch [95][560/2825] lr: 7.500e-05, eta: 4:45:06, time: 1.093, data_time: 0.003, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8539, loss_cls: 1.4206, loss: 1.4206, grad_norm: 7.5294 2020-10-04 02:28:20,228 - mmaction - INFO - Epoch [95][580/2825] lr: 7.500e-05, eta: 4:44:45, time: 1.015, data_time: 0.019, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8490, loss_cls: 1.4539, loss: 1.4539, grad_norm: 7.6671 2020-10-04 02:28:41,666 - mmaction - INFO - Epoch [95][600/2825] lr: 7.500e-05, eta: 4:44:24, time: 1.071, data_time: 0.069, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8505, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.5239 2020-10-04 02:29:02,282 - mmaction - INFO - Epoch [95][620/2825] lr: 7.500e-05, eta: 4:44:03, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8565, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.6314 2020-10-04 02:29:22,640 - mmaction - INFO - Epoch [95][640/2825] lr: 7.500e-05, eta: 4:43:42, time: 1.018, data_time: 0.007, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8370, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.7256 2020-10-04 02:29:44,856 - mmaction - INFO - Epoch [95][660/2825] lr: 7.500e-05, eta: 4:43:21, time: 1.110, data_time: 0.005, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8487, loss_cls: 1.4607, loss: 1.4607, grad_norm: 7.5344 2020-10-04 02:30:05,639 - mmaction - INFO - Epoch [95][680/2825] lr: 7.500e-05, eta: 4:43:00, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8458, loss_cls: 1.4527, loss: 1.4527, grad_norm: 7.5919 2020-10-04 02:30:27,056 - mmaction - INFO - Epoch [95][700/2825] lr: 7.500e-05, eta: 4:42:39, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8497, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.5723 2020-10-04 02:30:48,141 - mmaction - INFO - Epoch [95][720/2825] lr: 7.500e-05, eta: 4:42:19, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8526, loss_cls: 1.4549, loss: 1.4549, grad_norm: 7.6311 2020-10-04 02:31:08,961 - mmaction - INFO - Epoch [95][740/2825] lr: 7.500e-05, eta: 4:41:58, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8487, loss_cls: 1.4615, loss: 1.4615, grad_norm: 7.6398 2020-10-04 02:31:29,469 - mmaction - INFO - Epoch [95][760/2825] lr: 7.500e-05, eta: 4:41:37, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8560, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.5527 2020-10-04 02:31:50,043 - mmaction - INFO - Epoch [95][780/2825] lr: 7.500e-05, eta: 4:41:16, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8503, loss_cls: 1.4477, loss: 1.4477, grad_norm: 7.5774 2020-10-04 02:32:12,523 - mmaction - INFO - Epoch [95][800/2825] lr: 7.500e-05, eta: 4:40:55, time: 1.124, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8628, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.6071 2020-10-04 02:32:32,624 - mmaction - INFO - Epoch [95][820/2825] lr: 7.500e-05, eta: 4:40:34, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8609, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.5490 2020-10-04 02:32:53,522 - mmaction - INFO - Epoch [95][840/2825] lr: 7.500e-05, eta: 4:40:13, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8521, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.5591 2020-10-04 02:33:13,545 - mmaction - INFO - Epoch [95][860/2825] lr: 7.500e-05, eta: 4:39:52, time: 1.001, data_time: 0.132, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8555, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.4739 2020-10-04 02:33:35,018 - mmaction - INFO - Epoch [95][880/2825] lr: 7.500e-05, eta: 4:39:32, time: 1.073, data_time: 0.051, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8500, loss_cls: 1.4346, loss: 1.4346, grad_norm: 7.4681 2020-10-04 02:33:56,251 - mmaction - INFO - Epoch [95][900/2825] lr: 7.500e-05, eta: 4:39:11, time: 1.062, data_time: 0.417, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8500, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.5583 2020-10-04 02:34:15,836 - mmaction - INFO - Epoch [95][920/2825] lr: 7.500e-05, eta: 4:38:50, time: 0.979, data_time: 0.348, memory: 8353, top1_acc: 0.6419, top5_acc: 0.8469, loss_cls: 1.4923, loss: 1.4923, grad_norm: 7.7675 2020-10-04 02:34:36,801 - mmaction - INFO - Epoch [95][940/2825] lr: 7.500e-05, eta: 4:38:29, time: 1.047, data_time: 0.299, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8458, loss_cls: 1.4546, loss: 1.4546, grad_norm: 7.5950 2020-10-04 02:34:57,869 - mmaction - INFO - Epoch [95][960/2825] lr: 7.500e-05, eta: 4:38:08, time: 1.055, data_time: 0.135, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8490, loss_cls: 1.4393, loss: 1.4393, grad_norm: 7.4954 2020-10-04 02:35:18,662 - mmaction - INFO - Epoch [95][980/2825] lr: 7.500e-05, eta: 4:37:47, time: 1.039, data_time: 0.393, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8505, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.5509 2020-10-04 02:35:38,783 - mmaction - INFO - Epoch [95][1000/2825] lr: 7.500e-05, eta: 4:37:26, time: 1.007, data_time: 0.300, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.6517 2020-10-04 02:35:59,580 - mmaction - INFO - Epoch [95][1020/2825] lr: 7.500e-05, eta: 4:37:05, time: 1.039, data_time: 0.150, memory: 8353, top1_acc: 0.6794, top5_acc: 0.8615, loss_cls: 1.3653, loss: 1.3653, grad_norm: 7.4001 2020-10-04 02:36:20,413 - mmaction - INFO - Epoch [95][1040/2825] lr: 7.500e-05, eta: 4:36:45, time: 1.042, data_time: 0.011, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8464, loss_cls: 1.4630, loss: 1.4630, grad_norm: 7.6872 2020-10-04 02:36:41,694 - mmaction - INFO - Epoch [95][1060/2825] lr: 7.500e-05, eta: 4:36:24, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8477, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.5312 2020-10-04 02:37:01,491 - mmaction - INFO - Epoch [95][1080/2825] lr: 7.500e-05, eta: 4:36:03, time: 0.989, data_time: 0.001, memory: 8353, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.4304, loss: 1.4304, grad_norm: 7.5233 2020-10-04 02:37:22,865 - mmaction - INFO - Epoch [95][1100/2825] lr: 7.500e-05, eta: 4:35:42, time: 1.068, data_time: 0.118, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8490, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.5028 2020-10-04 02:37:43,722 - mmaction - INFO - Epoch [95][1120/2825] lr: 7.500e-05, eta: 4:35:21, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8523, loss_cls: 1.4164, loss: 1.4164, grad_norm: 7.6164 2020-10-04 02:38:04,991 - mmaction - INFO - Epoch [95][1140/2825] lr: 7.500e-05, eta: 4:35:00, time: 1.063, data_time: 0.001, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8484, loss_cls: 1.4484, loss: 1.4484, grad_norm: 7.6233 2020-10-04 02:38:25,936 - mmaction - INFO - Epoch [95][1160/2825] lr: 7.500e-05, eta: 4:34:39, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8591, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.3704 2020-10-04 02:38:46,150 - mmaction - INFO - Epoch [95][1180/2825] lr: 7.500e-05, eta: 4:34:18, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8474, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.6212 2020-10-04 02:39:06,227 - mmaction - INFO - Epoch [95][1200/2825] lr: 7.500e-05, eta: 4:33:57, time: 1.005, data_time: 0.003, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8370, loss_cls: 1.4983, loss: 1.4983, grad_norm: 7.6125 2020-10-04 02:39:27,105 - mmaction - INFO - Epoch [95][1220/2825] lr: 7.500e-05, eta: 4:33:37, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6458, top5_acc: 0.8385, loss_cls: 1.4923, loss: 1.4923, grad_norm: 7.5948 2020-10-04 02:39:48,676 - mmaction - INFO - Epoch [95][1240/2825] lr: 7.500e-05, eta: 4:33:16, time: 1.078, data_time: 0.012, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8542, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.6833 2020-10-04 02:40:08,931 - mmaction - INFO - Epoch [95][1260/2825] lr: 7.500e-05, eta: 4:32:55, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8568, loss_cls: 1.3876, loss: 1.3876, grad_norm: 7.4723 2020-10-04 02:40:30,566 - mmaction - INFO - Epoch [95][1280/2825] lr: 7.500e-05, eta: 4:32:34, time: 1.082, data_time: 0.002, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8604, loss_cls: 1.4005, loss: 1.4005, grad_norm: 7.5575 2020-10-04 02:40:51,103 - mmaction - INFO - Epoch [95][1300/2825] lr: 7.500e-05, eta: 4:32:13, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8466, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.5923 2020-10-04 02:41:13,075 - mmaction - INFO - Epoch [95][1320/2825] lr: 7.500e-05, eta: 4:31:52, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8539, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.5770 2020-10-04 02:41:32,092 - mmaction - INFO - Epoch [95][1340/2825] lr: 7.500e-05, eta: 4:31:31, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.6716, top5_acc: 0.8615, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.5133 2020-10-04 02:41:52,920 - mmaction - INFO - Epoch [95][1360/2825] lr: 7.500e-05, eta: 4:31:10, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8466, loss_cls: 1.4727, loss: 1.4727, grad_norm: 7.8607 2020-10-04 02:42:13,488 - mmaction - INFO - Epoch [95][1380/2825] lr: 7.500e-05, eta: 4:30:50, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8513, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.7126 2020-10-04 02:42:34,652 - mmaction - INFO - Epoch [95][1400/2825] lr: 7.500e-05, eta: 4:30:29, time: 1.059, data_time: 0.003, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8523, loss_cls: 1.4359, loss: 1.4359, grad_norm: 7.5638 2020-10-04 02:42:56,029 - mmaction - INFO - Epoch [95][1420/2825] lr: 7.500e-05, eta: 4:30:08, time: 1.069, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8505, loss_cls: 1.4329, loss: 1.4329, grad_norm: 7.5103 2020-10-04 02:43:16,748 - mmaction - INFO - Epoch [95][1440/2825] lr: 7.500e-05, eta: 4:29:47, time: 1.036, data_time: 0.063, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8549, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.5612 2020-10-04 02:43:37,468 - mmaction - INFO - Epoch [95][1460/2825] lr: 7.500e-05, eta: 4:29:26, time: 1.036, data_time: 0.093, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8438, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.5999 2020-10-04 02:43:58,506 - mmaction - INFO - Epoch [95][1480/2825] lr: 7.500e-05, eta: 4:29:05, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8508, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.5198 2020-10-04 02:44:19,947 - mmaction - INFO - Epoch [95][1500/2825] lr: 7.500e-05, eta: 4:28:44, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8430, loss_cls: 1.4628, loss: 1.4628, grad_norm: 7.6739 2020-10-04 02:44:40,404 - mmaction - INFO - Epoch [95][1520/2825] lr: 7.500e-05, eta: 4:28:24, time: 1.023, data_time: 0.002, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8542, loss_cls: 1.3983, loss: 1.3983, grad_norm: 7.4298 2020-10-04 02:45:00,564 - mmaction - INFO - Epoch [95][1540/2825] lr: 7.500e-05, eta: 4:28:03, time: 1.008, data_time: 0.005, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8490, loss_cls: 1.4384, loss: 1.4384, grad_norm: 7.6132 2020-10-04 02:45:21,707 - mmaction - INFO - Epoch [95][1560/2825] lr: 7.500e-05, eta: 4:27:42, time: 1.057, data_time: 0.005, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8469, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.6970 2020-10-04 02:45:43,253 - mmaction - INFO - Epoch [95][1580/2825] lr: 7.500e-05, eta: 4:27:21, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6740, top5_acc: 0.8664, loss_cls: 1.3594, loss: 1.3594, grad_norm: 7.3232 2020-10-04 02:46:04,182 - mmaction - INFO - Epoch [95][1600/2825] lr: 7.500e-05, eta: 4:27:00, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8542, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.7004 2020-10-04 02:46:25,040 - mmaction - INFO - Epoch [95][1620/2825] lr: 7.500e-05, eta: 4:26:39, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8497, loss_cls: 1.4218, loss: 1.4218, grad_norm: 7.4283 2020-10-04 02:46:46,352 - mmaction - INFO - Epoch [95][1640/2825] lr: 7.500e-05, eta: 4:26:18, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6711, top5_acc: 0.8589, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.3917 2020-10-04 02:47:05,617 - mmaction - INFO - Epoch [95][1660/2825] lr: 7.500e-05, eta: 4:25:57, time: 0.963, data_time: 0.002, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8620, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.6182 2020-10-04 02:47:26,870 - mmaction - INFO - Epoch [95][1680/2825] lr: 7.500e-05, eta: 4:25:36, time: 1.063, data_time: 0.009, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8552, loss_cls: 1.4057, loss: 1.4057, grad_norm: 7.5798 2020-10-04 02:47:47,982 - mmaction - INFO - Epoch [95][1700/2825] lr: 7.500e-05, eta: 4:25:16, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8430, loss_cls: 1.4724, loss: 1.4724, grad_norm: 7.6004 2020-10-04 02:48:08,257 - mmaction - INFO - Epoch [95][1720/2825] lr: 7.500e-05, eta: 4:24:55, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8453, loss_cls: 1.4622, loss: 1.4622, grad_norm: 7.6834 2020-10-04 02:48:29,717 - mmaction - INFO - Epoch [95][1740/2825] lr: 7.500e-05, eta: 4:24:34, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6716, top5_acc: 0.8531, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.4343 2020-10-04 02:48:50,543 - mmaction - INFO - Epoch [95][1760/2825] lr: 7.500e-05, eta: 4:24:13, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8536, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.5538 2020-10-04 02:49:10,591 - mmaction - INFO - Epoch [95][1780/2825] lr: 7.500e-05, eta: 4:23:52, time: 1.004, data_time: 0.012, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8427, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.6421 2020-10-04 02:49:31,445 - mmaction - INFO - Epoch [95][1800/2825] lr: 7.500e-05, eta: 4:23:31, time: 1.042, data_time: 0.043, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8581, loss_cls: 1.3955, loss: 1.3955, grad_norm: 7.6398 2020-10-04 02:49:52,573 - mmaction - INFO - Epoch [95][1820/2825] lr: 7.500e-05, eta: 4:23:10, time: 1.056, data_time: 0.368, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8424, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.5372 2020-10-04 02:50:13,699 - mmaction - INFO - Epoch [95][1840/2825] lr: 7.500e-05, eta: 4:22:49, time: 1.056, data_time: 0.034, memory: 8353, top1_acc: 0.6479, top5_acc: 0.8411, loss_cls: 1.5247, loss: 1.5247, grad_norm: 7.8539 2020-10-04 02:50:33,589 - mmaction - INFO - Epoch [95][1860/2825] lr: 7.500e-05, eta: 4:22:29, time: 0.995, data_time: 0.007, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8471, loss_cls: 1.4972, loss: 1.4972, grad_norm: 7.7180 2020-10-04 02:50:53,682 - mmaction - INFO - Epoch [95][1880/2825] lr: 7.500e-05, eta: 4:22:08, time: 1.003, data_time: 0.041, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8479, loss_cls: 1.4904, loss: 1.4904, grad_norm: 7.9106 2020-10-04 02:51:15,208 - mmaction - INFO - Epoch [95][1900/2825] lr: 7.500e-05, eta: 4:21:47, time: 1.078, data_time: 0.046, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8510, loss_cls: 1.4240, loss: 1.4240, grad_norm: 7.4658 2020-10-04 02:51:36,766 - mmaction - INFO - Epoch [95][1920/2825] lr: 7.500e-05, eta: 4:21:26, time: 1.078, data_time: 0.108, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8474, loss_cls: 1.4781, loss: 1.4781, grad_norm: 7.7238 2020-10-04 02:51:56,502 - mmaction - INFO - Epoch [95][1940/2825] lr: 7.500e-05, eta: 4:21:05, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6724, top5_acc: 0.8659, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.5956 2020-10-04 02:52:18,191 - mmaction - INFO - Epoch [95][1960/2825] lr: 7.500e-05, eta: 4:20:44, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8560, loss_cls: 1.4326, loss: 1.4326, grad_norm: 7.6268 2020-10-04 02:52:39,567 - mmaction - INFO - Epoch [95][1980/2825] lr: 7.500e-05, eta: 4:20:23, time: 1.070, data_time: 0.004, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8401, loss_cls: 1.4980, loss: 1.4980, grad_norm: 7.7773 2020-10-04 02:53:00,320 - mmaction - INFO - Epoch [95][2000/2825] lr: 7.500e-05, eta: 4:20:02, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8542, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.6569 2020-10-04 02:53:21,559 - mmaction - INFO - Epoch [95][2020/2825] lr: 7.500e-05, eta: 4:19:42, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3914, loss: 1.3914, grad_norm: 7.5622 2020-10-04 02:53:43,299 - mmaction - INFO - Epoch [95][2040/2825] lr: 7.500e-05, eta: 4:19:21, time: 1.088, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8469, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.5809 2020-10-04 02:54:03,332 - mmaction - INFO - Epoch [95][2060/2825] lr: 7.500e-05, eta: 4:19:00, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.5011, loss: 1.5011, grad_norm: 7.7907 2020-10-04 02:54:24,920 - mmaction - INFO - Epoch [95][2080/2825] lr: 7.500e-05, eta: 4:18:39, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8555, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.4518 2020-10-04 02:54:45,736 - mmaction - INFO - Epoch [95][2100/2825] lr: 7.500e-05, eta: 4:18:18, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8505, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.8065 2020-10-04 02:55:05,348 - mmaction - INFO - Epoch [95][2120/2825] lr: 7.500e-05, eta: 4:17:57, time: 0.981, data_time: 0.002, memory: 8353, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.7333 2020-10-04 02:55:26,383 - mmaction - INFO - Epoch [95][2140/2825] lr: 7.500e-05, eta: 4:17:36, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.4671, loss: 1.4671, grad_norm: 7.6356 2020-10-04 02:55:48,403 - mmaction - INFO - Epoch [95][2160/2825] lr: 7.500e-05, eta: 4:17:16, time: 1.102, data_time: 0.014, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8427, loss_cls: 1.4884, loss: 1.4884, grad_norm: 7.6949 2020-10-04 02:56:10,217 - mmaction - INFO - Epoch [95][2180/2825] lr: 7.500e-05, eta: 4:16:55, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8589, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.4974 2020-10-04 02:56:30,580 - mmaction - INFO - Epoch [95][2200/2825] lr: 7.500e-05, eta: 4:16:34, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8518, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.6020 2020-10-04 02:56:51,003 - mmaction - INFO - Epoch [95][2220/2825] lr: 7.500e-05, eta: 4:16:13, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8419, loss_cls: 1.4466, loss: 1.4466, grad_norm: 7.6517 2020-10-04 02:57:11,345 - mmaction - INFO - Epoch [95][2240/2825] lr: 7.500e-05, eta: 4:15:52, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8440, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.6080 2020-10-04 02:57:32,284 - mmaction - INFO - Epoch [95][2260/2825] lr: 7.500e-05, eta: 4:15:31, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.5056, loss: 1.5056, grad_norm: 7.8770 2020-10-04 02:57:53,392 - mmaction - INFO - Epoch [95][2280/2825] lr: 7.500e-05, eta: 4:15:10, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8437, loss_cls: 1.4733, loss: 1.4733, grad_norm: 7.6713 2020-10-04 02:58:14,355 - mmaction - INFO - Epoch [95][2300/2825] lr: 7.500e-05, eta: 4:14:49, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8495, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.6309 2020-10-04 02:58:34,259 - mmaction - INFO - Epoch [95][2320/2825] lr: 7.500e-05, eta: 4:14:29, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8432, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.6131 2020-10-04 02:58:55,621 - mmaction - INFO - Epoch [95][2340/2825] lr: 7.500e-05, eta: 4:14:08, time: 1.067, data_time: 0.039, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8529, loss_cls: 1.4211, loss: 1.4211, grad_norm: 7.5315 2020-10-04 02:59:17,066 - mmaction - INFO - Epoch [95][2360/2825] lr: 7.500e-05, eta: 4:13:47, time: 1.072, data_time: 0.087, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8513, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.5883 2020-10-04 02:59:37,718 - mmaction - INFO - Epoch [95][2380/2825] lr: 7.500e-05, eta: 4:13:26, time: 1.032, data_time: 0.176, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8445, loss_cls: 1.4703, loss: 1.4703, grad_norm: 7.6141 2020-10-04 02:59:58,427 - mmaction - INFO - Epoch [95][2400/2825] lr: 7.500e-05, eta: 4:13:05, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8529, loss_cls: 1.4182, loss: 1.4182, grad_norm: 7.5468 2020-10-04 03:00:20,884 - mmaction - INFO - Epoch [95][2420/2825] lr: 7.500e-05, eta: 4:12:44, time: 1.122, data_time: 0.006, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8503, loss_cls: 1.4455, loss: 1.4455, grad_norm: 7.5908 2020-10-04 03:00:41,931 - mmaction - INFO - Epoch [95][2440/2825] lr: 7.500e-05, eta: 4:12:23, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8659, loss_cls: 1.3952, loss: 1.3952, grad_norm: 7.5514 2020-10-04 03:01:02,585 - mmaction - INFO - Epoch [95][2460/2825] lr: 7.500e-05, eta: 4:12:03, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8497, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.5684 2020-10-04 03:01:24,311 - mmaction - INFO - Epoch [95][2480/2825] lr: 7.500e-05, eta: 4:11:42, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8464, loss_cls: 1.4624, loss: 1.4624, grad_norm: 7.7559 2020-10-04 03:01:43,641 - mmaction - INFO - Epoch [95][2500/2825] lr: 7.500e-05, eta: 4:11:21, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8523, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.6078 2020-10-04 03:02:04,634 - mmaction - INFO - Epoch [95][2520/2825] lr: 7.500e-05, eta: 4:11:00, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8466, loss_cls: 1.4727, loss: 1.4727, grad_norm: 7.7196 2020-10-04 03:02:24,949 - mmaction - INFO - Epoch [95][2540/2825] lr: 7.500e-05, eta: 4:10:39, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8477, loss_cls: 1.4746, loss: 1.4746, grad_norm: 7.6839 2020-10-04 03:02:46,029 - mmaction - INFO - Epoch [95][2560/2825] lr: 7.500e-05, eta: 4:10:18, time: 1.053, data_time: 0.027, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8544, loss_cls: 1.4576, loss: 1.4576, grad_norm: 7.5425 2020-10-04 03:03:07,980 - mmaction - INFO - Epoch [95][2580/2825] lr: 7.500e-05, eta: 4:09:57, time: 1.097, data_time: 0.029, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8544, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.6395 2020-10-04 03:03:27,873 - mmaction - INFO - Epoch [95][2600/2825] lr: 7.500e-05, eta: 4:09:36, time: 0.994, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8622, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.5132 2020-10-04 03:03:49,851 - mmaction - INFO - Epoch [95][2620/2825] lr: 7.500e-05, eta: 4:09:16, time: 1.100, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8602, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.6220 2020-10-04 03:04:10,356 - mmaction - INFO - Epoch [95][2640/2825] lr: 7.500e-05, eta: 4:08:55, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8495, loss_cls: 1.4746, loss: 1.4746, grad_norm: 7.7252 2020-10-04 03:04:30,330 - mmaction - INFO - Epoch [95][2660/2825] lr: 7.500e-05, eta: 4:08:34, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6732, top5_acc: 0.8617, loss_cls: 1.4099, loss: 1.4099, grad_norm: 7.4853 2020-10-04 03:04:52,051 - mmaction - INFO - Epoch [95][2680/2825] lr: 7.500e-05, eta: 4:08:13, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8500, loss_cls: 1.4557, loss: 1.4557, grad_norm: 7.7015 2020-10-04 03:05:13,073 - mmaction - INFO - Epoch [95][2700/2825] lr: 7.500e-05, eta: 4:07:52, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4278, loss: 1.4278, grad_norm: 7.5922 2020-10-04 03:05:33,759 - mmaction - INFO - Epoch [95][2720/2825] lr: 7.500e-05, eta: 4:07:31, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8531, loss_cls: 1.4195, loss: 1.4195, grad_norm: 7.6180 2020-10-04 03:05:55,571 - mmaction - INFO - Epoch [95][2740/2825] lr: 7.500e-05, eta: 4:07:10, time: 1.091, data_time: 0.002, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8430, loss_cls: 1.4939, loss: 1.4939, grad_norm: 7.7887 2020-10-04 03:06:16,483 - mmaction - INFO - Epoch [95][2760/2825] lr: 7.500e-05, eta: 4:06:49, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8557, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.5342 2020-10-04 03:06:37,855 - mmaction - INFO - Epoch [95][2780/2825] lr: 7.500e-05, eta: 4:06:29, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8549, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.6801 2020-10-04 03:06:57,655 - mmaction - INFO - Epoch [95][2800/2825] lr: 7.500e-05, eta: 4:06:08, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8482, loss_cls: 1.4540, loss: 1.4540, grad_norm: 7.6143 2020-10-04 03:07:18,630 - mmaction - INFO - Epoch [95][2820/2825] lr: 7.500e-05, eta: 4:05:47, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8398, loss_cls: 1.4911, loss: 1.4911, grad_norm: 7.8720 2020-10-04 03:07:25,048 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-10-04 03:10:57,334 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 03:10:59,938 - mmaction - INFO - top1_acc 0.6007 top5_acc 0.8222 2020-10-04 03:10:59,938 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 03:11:00,055 - mmaction - INFO - mean_acc 0.6007 2020-10-04 03:11:00,056 - mmaction - INFO - Now best checkpoint is epoch_95.pth 2020-10-04 03:11:00,076 - mmaction - INFO - Epoch(val) [95][2825] top1_acc: 0.6007, top5_acc: 0.8222, mean_class_accuracy: 0.6007 2020-10-04 03:11:41,893 - mmaction - INFO - Epoch [96][20/2825] lr: 7.500e-05, eta: 4:05:22, time: 2.088, data_time: 0.942, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8471, loss_cls: 1.4438, loss: 1.4438, grad_norm: 7.6916 2020-10-04 03:12:02,631 - mmaction - INFO - Epoch [96][40/2825] lr: 7.500e-05, eta: 4:05:01, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8419, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.7672 2020-10-04 03:12:23,738 - mmaction - INFO - Epoch [96][60/2825] lr: 7.500e-05, eta: 4:04:40, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8544, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.5001 2020-10-04 03:12:44,055 - mmaction - INFO - Epoch [96][80/2825] lr: 7.500e-05, eta: 4:04:19, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8612, loss_cls: 1.4071, loss: 1.4071, grad_norm: 7.6311 2020-10-04 03:13:04,898 - mmaction - INFO - Epoch [96][100/2825] lr: 7.500e-05, eta: 4:03:58, time: 1.041, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8440, loss_cls: 1.4618, loss: 1.4618, grad_norm: 7.6734 2020-10-04 03:13:25,758 - mmaction - INFO - Epoch [96][120/2825] lr: 7.500e-05, eta: 4:03:37, time: 1.043, data_time: 0.006, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.5440 2020-10-04 03:13:47,213 - mmaction - INFO - Epoch [96][140/2825] lr: 7.500e-05, eta: 4:03:16, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8518, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.4982 2020-10-04 03:14:06,453 - mmaction - INFO - Epoch [96][160/2825] lr: 7.500e-05, eta: 4:02:55, time: 0.962, data_time: 0.001, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.5530 2020-10-04 03:14:28,214 - mmaction - INFO - Epoch [96][180/2825] lr: 7.500e-05, eta: 4:02:35, time: 1.088, data_time: 0.004, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8521, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.7414 2020-10-04 03:14:49,773 - mmaction - INFO - Epoch [96][200/2825] lr: 7.500e-05, eta: 4:02:14, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8565, loss_cls: 1.4250, loss: 1.4250, grad_norm: 7.6483 2020-10-04 03:15:08,830 - mmaction - INFO - Epoch [96][220/2825] lr: 7.500e-05, eta: 4:01:53, time: 0.953, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8503, loss_cls: 1.4896, loss: 1.4896, grad_norm: 7.8720 2020-10-04 03:15:30,032 - mmaction - INFO - Epoch [96][240/2825] lr: 7.500e-05, eta: 4:01:32, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8510, loss_cls: 1.4237, loss: 1.4237, grad_norm: 7.6772 2020-10-04 03:15:50,704 - mmaction - INFO - Epoch [96][260/2825] lr: 7.500e-05, eta: 4:01:11, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8529, loss_cls: 1.4194, loss: 1.4194, grad_norm: 7.6396 2020-10-04 03:16:12,085 - mmaction - INFO - Epoch [96][280/2825] lr: 7.500e-05, eta: 4:00:50, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8549, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.7616 2020-10-04 03:16:32,000 - mmaction - INFO - Epoch [96][300/2825] lr: 7.500e-05, eta: 4:00:29, time: 0.995, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8518, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.5421 2020-10-04 03:16:53,274 - mmaction - INFO - Epoch [96][320/2825] lr: 7.500e-05, eta: 4:00:08, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6471, top5_acc: 0.8518, loss_cls: 1.4708, loss: 1.4708, grad_norm: 7.6584 2020-10-04 03:17:14,823 - mmaction - INFO - Epoch [96][340/2825] lr: 7.500e-05, eta: 3:59:47, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8549, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.4741 2020-10-04 03:17:35,335 - mmaction - INFO - Epoch [96][360/2825] lr: 7.500e-05, eta: 3:59:27, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.7087 2020-10-04 03:17:56,769 - mmaction - INFO - Epoch [96][380/2825] lr: 7.500e-05, eta: 3:59:06, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8536, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.6551 2020-10-04 03:18:17,409 - mmaction - INFO - Epoch [96][400/2825] lr: 7.500e-05, eta: 3:58:45, time: 1.032, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8440, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.6051 2020-10-04 03:18:38,375 - mmaction - INFO - Epoch [96][420/2825] lr: 7.500e-05, eta: 3:58:24, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8508, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.6263 2020-10-04 03:18:59,950 - mmaction - INFO - Epoch [96][440/2825] lr: 7.500e-05, eta: 3:58:03, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4952, loss: 1.4952, grad_norm: 7.8917 2020-10-04 03:19:20,088 - mmaction - INFO - Epoch [96][460/2825] lr: 7.500e-05, eta: 3:57:42, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8536, loss_cls: 1.4082, loss: 1.4082, grad_norm: 7.4620 2020-10-04 03:19:41,858 - mmaction - INFO - Epoch [96][480/2825] lr: 7.500e-05, eta: 3:57:21, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8438, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.6268 2020-10-04 03:20:02,469 - mmaction - INFO - Epoch [96][500/2825] lr: 7.500e-05, eta: 3:57:01, time: 1.031, data_time: 0.038, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8487, loss_cls: 1.4388, loss: 1.4388, grad_norm: 7.6675 2020-10-04 03:20:24,021 - mmaction - INFO - Epoch [96][520/2825] lr: 7.500e-05, eta: 3:56:40, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8490, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.6651 2020-10-04 03:20:44,318 - mmaction - INFO - Epoch [96][540/2825] lr: 7.500e-05, eta: 3:56:19, time: 1.015, data_time: 0.001, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8388, loss_cls: 1.4824, loss: 1.4824, grad_norm: 7.6466 2020-10-04 03:21:05,301 - mmaction - INFO - Epoch [96][560/2825] lr: 7.500e-05, eta: 3:55:58, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8464, loss_cls: 1.4440, loss: 1.4440, grad_norm: 7.6577 2020-10-04 03:21:26,718 - mmaction - INFO - Epoch [96][580/2825] lr: 7.500e-05, eta: 3:55:37, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8497, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.7449 2020-10-04 03:21:47,595 - mmaction - INFO - Epoch [96][600/2825] lr: 7.500e-05, eta: 3:55:16, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8482, loss_cls: 1.4526, loss: 1.4526, grad_norm: 7.5830 2020-10-04 03:22:08,528 - mmaction - INFO - Epoch [96][620/2825] lr: 7.500e-05, eta: 3:54:55, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8531, loss_cls: 1.4448, loss: 1.4448, grad_norm: 7.6897 2020-10-04 03:22:29,846 - mmaction - INFO - Epoch [96][640/2825] lr: 7.500e-05, eta: 3:54:34, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8539, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.8130 2020-10-04 03:22:50,581 - mmaction - INFO - Epoch [96][660/2825] lr: 7.500e-05, eta: 3:54:14, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8536, loss_cls: 1.4161, loss: 1.4161, grad_norm: 7.4939 2020-10-04 03:23:11,831 - mmaction - INFO - Epoch [96][680/2825] lr: 7.500e-05, eta: 3:53:53, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8443, loss_cls: 1.4595, loss: 1.4595, grad_norm: 7.7009 2020-10-04 03:23:32,365 - mmaction - INFO - Epoch [96][700/2825] lr: 7.500e-05, eta: 3:53:32, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8461, loss_cls: 1.4635, loss: 1.4635, grad_norm: 7.7415 2020-10-04 03:23:53,119 - mmaction - INFO - Epoch [96][720/2825] lr: 7.500e-05, eta: 3:53:11, time: 1.038, data_time: 0.003, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8492, loss_cls: 1.4364, loss: 1.4364, grad_norm: 7.5877 2020-10-04 03:24:13,659 - mmaction - INFO - Epoch [96][740/2825] lr: 7.500e-05, eta: 3:52:50, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8503, loss_cls: 1.4075, loss: 1.4075, grad_norm: 7.5177 2020-10-04 03:24:34,221 - mmaction - INFO - Epoch [96][760/2825] lr: 7.500e-05, eta: 3:52:29, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8534, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.7287 2020-10-04 03:24:55,082 - mmaction - INFO - Epoch [96][780/2825] lr: 7.500e-05, eta: 3:52:08, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8516, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.4653 2020-10-04 03:25:17,396 - mmaction - INFO - Epoch [96][800/2825] lr: 7.500e-05, eta: 3:51:47, time: 1.116, data_time: 0.006, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8464, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.4134 2020-10-04 03:25:37,805 - mmaction - INFO - Epoch [96][820/2825] lr: 7.500e-05, eta: 3:51:27, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8474, loss_cls: 1.4647, loss: 1.4647, grad_norm: 7.4865 2020-10-04 03:25:57,950 - mmaction - INFO - Epoch [96][840/2825] lr: 7.500e-05, eta: 3:51:06, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8547, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.4957 2020-10-04 03:26:20,053 - mmaction - INFO - Epoch [96][860/2825] lr: 7.500e-05, eta: 3:50:45, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6771, top5_acc: 0.8578, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.4344 2020-10-04 03:26:38,978 - mmaction - INFO - Epoch [96][880/2825] lr: 7.500e-05, eta: 3:50:24, time: 0.946, data_time: 0.001, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8544, loss_cls: 1.4134, loss: 1.4134, grad_norm: 7.6004 2020-10-04 03:27:01,274 - mmaction - INFO - Epoch [96][900/2825] lr: 7.500e-05, eta: 3:50:03, time: 1.115, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8529, loss_cls: 1.4150, loss: 1.4150, grad_norm: 7.5279 2020-10-04 03:27:22,096 - mmaction - INFO - Epoch [96][920/2825] lr: 7.500e-05, eta: 3:49:42, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8578, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.6782 2020-10-04 03:27:42,971 - mmaction - INFO - Epoch [96][940/2825] lr: 7.500e-05, eta: 3:49:21, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4747, loss: 1.4747, grad_norm: 7.6090 2020-10-04 03:28:04,693 - mmaction - INFO - Epoch [96][960/2825] lr: 7.500e-05, eta: 3:49:00, time: 1.086, data_time: 0.003, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8531, loss_cls: 1.4162, loss: 1.4162, grad_norm: 7.4973 2020-10-04 03:28:23,632 - mmaction - INFO - Epoch [96][980/2825] lr: 7.500e-05, eta: 3:48:40, time: 0.948, data_time: 0.004, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.4295, loss: 1.4295, grad_norm: 7.6175 2020-10-04 03:28:44,455 - mmaction - INFO - Epoch [96][1000/2825] lr: 7.500e-05, eta: 3:48:19, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8443, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.5908 2020-10-04 03:29:06,521 - mmaction - INFO - Epoch [96][1020/2825] lr: 7.500e-05, eta: 3:47:58, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8526, loss_cls: 1.4301, loss: 1.4301, grad_norm: 7.6769 2020-10-04 03:29:26,528 - mmaction - INFO - Epoch [96][1040/2825] lr: 7.500e-05, eta: 3:47:37, time: 1.001, data_time: 0.003, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.5628 2020-10-04 03:29:47,551 - mmaction - INFO - Epoch [96][1060/2825] lr: 7.500e-05, eta: 3:47:16, time: 1.051, data_time: 0.001, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8583, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.5696 2020-10-04 03:30:09,807 - mmaction - INFO - Epoch [96][1080/2825] lr: 7.500e-05, eta: 3:46:55, time: 1.112, data_time: 0.002, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8315, loss_cls: 1.5185, loss: 1.5185, grad_norm: 7.7597 2020-10-04 03:30:30,873 - mmaction - INFO - Epoch [96][1100/2825] lr: 7.500e-05, eta: 3:46:34, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8466, loss_cls: 1.4487, loss: 1.4487, grad_norm: 7.6270 2020-10-04 03:30:52,043 - mmaction - INFO - Epoch [96][1120/2825] lr: 7.500e-05, eta: 3:46:14, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8464, loss_cls: 1.4620, loss: 1.4620, grad_norm: 7.7521 2020-10-04 03:31:13,841 - mmaction - INFO - Epoch [96][1140/2825] lr: 7.500e-05, eta: 3:45:53, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8510, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.4578 2020-10-04 03:31:33,312 - mmaction - INFO - Epoch [96][1160/2825] lr: 7.500e-05, eta: 3:45:32, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8581, loss_cls: 1.4008, loss: 1.4008, grad_norm: 7.5058 2020-10-04 03:31:55,100 - mmaction - INFO - Epoch [96][1180/2825] lr: 7.500e-05, eta: 3:45:11, time: 1.091, data_time: 0.003, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8503, loss_cls: 1.4534, loss: 1.4534, grad_norm: 7.6146 2020-10-04 03:32:16,112 - mmaction - INFO - Epoch [96][1200/2825] lr: 7.500e-05, eta: 3:44:50, time: 1.050, data_time: 0.001, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8536, loss_cls: 1.4247, loss: 1.4247, grad_norm: 7.6249 2020-10-04 03:32:36,457 - mmaction - INFO - Epoch [96][1220/2825] lr: 7.500e-05, eta: 3:44:29, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8521, loss_cls: 1.4438, loss: 1.4438, grad_norm: 7.5761 2020-10-04 03:32:57,888 - mmaction - INFO - Epoch [96][1240/2825] lr: 7.500e-05, eta: 3:44:08, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8604, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.4636 2020-10-04 03:33:17,868 - mmaction - INFO - Epoch [96][1260/2825] lr: 7.500e-05, eta: 3:43:47, time: 0.999, data_time: 0.001, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8565, loss_cls: 1.3885, loss: 1.3885, grad_norm: 7.4431 2020-10-04 03:33:38,674 - mmaction - INFO - Epoch [96][1280/2825] lr: 7.500e-05, eta: 3:43:26, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8510, loss_cls: 1.4242, loss: 1.4242, grad_norm: 7.5669 2020-10-04 03:34:00,281 - mmaction - INFO - Epoch [96][1300/2825] lr: 7.500e-05, eta: 3:43:06, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8503, loss_cls: 1.4295, loss: 1.4295, grad_norm: 7.5349 2020-10-04 03:34:20,578 - mmaction - INFO - Epoch [96][1320/2825] lr: 7.500e-05, eta: 3:42:45, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8510, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.6057 2020-10-04 03:34:40,973 - mmaction - INFO - Epoch [96][1340/2825] lr: 7.500e-05, eta: 3:42:24, time: 1.019, data_time: 0.001, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.5255 2020-10-04 03:35:01,718 - mmaction - INFO - Epoch [96][1360/2825] lr: 7.500e-05, eta: 3:42:03, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8484, loss_cls: 1.4624, loss: 1.4624, grad_norm: 7.8101 2020-10-04 03:35:23,194 - mmaction - INFO - Epoch [96][1380/2825] lr: 7.500e-05, eta: 3:41:42, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8531, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.7104 2020-10-04 03:35:43,343 - mmaction - INFO - Epoch [96][1400/2825] lr: 7.500e-05, eta: 3:41:21, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8440, loss_cls: 1.4836, loss: 1.4836, grad_norm: 7.7739 2020-10-04 03:36:04,933 - mmaction - INFO - Epoch [96][1420/2825] lr: 7.500e-05, eta: 3:41:00, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8560, loss_cls: 1.4083, loss: 1.4083, grad_norm: 7.6474 2020-10-04 03:36:25,135 - mmaction - INFO - Epoch [96][1440/2825] lr: 7.500e-05, eta: 3:40:39, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8474, loss_cls: 1.4481, loss: 1.4481, grad_norm: 7.6042 2020-10-04 03:36:47,472 - mmaction - INFO - Epoch [96][1460/2825] lr: 7.500e-05, eta: 3:40:19, time: 1.116, data_time: 0.001, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8505, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.6117 2020-10-04 03:37:07,199 - mmaction - INFO - Epoch [96][1480/2825] lr: 7.500e-05, eta: 3:39:58, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.4630 2020-10-04 03:37:28,926 - mmaction - INFO - Epoch [96][1500/2825] lr: 7.500e-05, eta: 3:39:37, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8510, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.6637 2020-10-04 03:37:49,144 - mmaction - INFO - Epoch [96][1520/2825] lr: 7.500e-05, eta: 3:39:16, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8516, loss_cls: 1.4535, loss: 1.4535, grad_norm: 7.6266 2020-10-04 03:38:09,197 - mmaction - INFO - Epoch [96][1540/2825] lr: 7.500e-05, eta: 3:38:55, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8576, loss_cls: 1.4061, loss: 1.4061, grad_norm: 7.5520 2020-10-04 03:38:30,851 - mmaction - INFO - Epoch [96][1560/2825] lr: 7.500e-05, eta: 3:38:34, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.6067 2020-10-04 03:38:50,959 - mmaction - INFO - Epoch [96][1580/2825] lr: 7.500e-05, eta: 3:38:13, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8508, loss_cls: 1.4614, loss: 1.4614, grad_norm: 7.7141 2020-10-04 03:39:11,749 - mmaction - INFO - Epoch [96][1600/2825] lr: 7.500e-05, eta: 3:37:52, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8648, loss_cls: 1.3935, loss: 1.3935, grad_norm: 7.4414 2020-10-04 03:39:32,898 - mmaction - INFO - Epoch [96][1620/2825] lr: 7.500e-05, eta: 3:37:32, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8458, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.5537 2020-10-04 03:39:53,301 - mmaction - INFO - Epoch [96][1640/2825] lr: 7.500e-05, eta: 3:37:11, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8464, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.5191 2020-10-04 03:40:14,319 - mmaction - INFO - Epoch [96][1660/2825] lr: 7.500e-05, eta: 3:36:50, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8464, loss_cls: 1.4522, loss: 1.4522, grad_norm: 7.5700 2020-10-04 03:40:36,060 - mmaction - INFO - Epoch [96][1680/2825] lr: 7.500e-05, eta: 3:36:29, time: 1.086, data_time: 0.001, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8479, loss_cls: 1.4782, loss: 1.4782, grad_norm: 7.7273 2020-10-04 03:40:57,278 - mmaction - INFO - Epoch [96][1700/2825] lr: 7.500e-05, eta: 3:36:08, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8586, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.7108 2020-10-04 03:41:16,609 - mmaction - INFO - Epoch [96][1720/2825] lr: 7.500e-05, eta: 3:35:47, time: 0.966, data_time: 0.001, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8531, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.6168 2020-10-04 03:41:37,742 - mmaction - INFO - Epoch [96][1740/2825] lr: 7.500e-05, eta: 3:35:26, time: 1.057, data_time: 0.001, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4821, loss: 1.4821, grad_norm: 7.7049 2020-10-04 03:41:58,956 - mmaction - INFO - Epoch [96][1760/2825] lr: 7.500e-05, eta: 3:35:05, time: 1.059, data_time: 0.002, memory: 8353, top1_acc: 0.6562, top5_acc: 0.8331, loss_cls: 1.5100, loss: 1.5100, grad_norm: 7.7555 2020-10-04 03:42:19,911 - mmaction - INFO - Epoch [96][1780/2825] lr: 7.500e-05, eta: 3:34:45, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6701, top5_acc: 0.8568, loss_cls: 1.4115, loss: 1.4115, grad_norm: 7.6061 2020-10-04 03:42:41,344 - mmaction - INFO - Epoch [96][1800/2825] lr: 7.500e-05, eta: 3:34:24, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4727, loss: 1.4727, grad_norm: 7.7233 2020-10-04 03:43:01,313 - mmaction - INFO - Epoch [96][1820/2825] lr: 7.500e-05, eta: 3:34:03, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8461, loss_cls: 1.4275, loss: 1.4275, grad_norm: 7.4566 2020-10-04 03:43:21,462 - mmaction - INFO - Epoch [96][1840/2825] lr: 7.500e-05, eta: 3:33:42, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8427, loss_cls: 1.4917, loss: 1.4917, grad_norm: 7.6798 2020-10-04 03:43:43,008 - mmaction - INFO - Epoch [96][1860/2825] lr: 7.500e-05, eta: 3:33:21, time: 1.077, data_time: 0.001, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8539, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.5269 2020-10-04 03:44:03,572 - mmaction - INFO - Epoch [96][1880/2825] lr: 7.500e-05, eta: 3:33:00, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8536, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.6807 2020-10-04 03:44:23,560 - mmaction - INFO - Epoch [96][1900/2825] lr: 7.500e-05, eta: 3:32:39, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8479, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.6078 2020-10-04 03:44:46,367 - mmaction - INFO - Epoch [96][1920/2825] lr: 7.500e-05, eta: 3:32:18, time: 1.141, data_time: 0.002, memory: 8353, top1_acc: 0.6737, top5_acc: 0.8562, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.5442 2020-10-04 03:45:05,514 - mmaction - INFO - Epoch [96][1940/2825] lr: 7.500e-05, eta: 3:31:58, time: 0.957, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8602, loss_cls: 1.4112, loss: 1.4112, grad_norm: 7.6552 2020-10-04 03:45:26,439 - mmaction - INFO - Epoch [96][1960/2825] lr: 7.500e-05, eta: 3:31:37, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8539, loss_cls: 1.4319, loss: 1.4319, grad_norm: 7.6038 2020-10-04 03:45:48,359 - mmaction - INFO - Epoch [96][1980/2825] lr: 7.500e-05, eta: 3:31:16, time: 1.097, data_time: 0.003, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8581, loss_cls: 1.3932, loss: 1.3932, grad_norm: 7.6542 2020-10-04 03:46:08,684 - mmaction - INFO - Epoch [96][2000/2825] lr: 7.500e-05, eta: 3:30:55, time: 1.016, data_time: 0.002, memory: 8353, top1_acc: 0.6807, top5_acc: 0.8609, loss_cls: 1.3836, loss: 1.3836, grad_norm: 7.4621 2020-10-04 03:46:30,256 - mmaction - INFO - Epoch [96][2020/2825] lr: 7.500e-05, eta: 3:30:34, time: 1.080, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8471, loss_cls: 1.4994, loss: 1.4994, grad_norm: 7.7150 2020-10-04 03:46:50,626 - mmaction - INFO - Epoch [96][2040/2825] lr: 7.500e-05, eta: 3:30:13, time: 1.018, data_time: 0.001, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8464, loss_cls: 1.4668, loss: 1.4668, grad_norm: 7.6928 2020-10-04 03:47:11,485 - mmaction - INFO - Epoch [96][2060/2825] lr: 7.500e-05, eta: 3:29:52, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8453, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.6370 2020-10-04 03:47:32,292 - mmaction - INFO - Epoch [96][2080/2825] lr: 7.500e-05, eta: 3:29:31, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8505, loss_cls: 1.4475, loss: 1.4475, grad_norm: 7.8218 2020-10-04 03:47:53,300 - mmaction - INFO - Epoch [96][2100/2825] lr: 7.500e-05, eta: 3:29:11, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4955, loss: 1.4955, grad_norm: 7.7263 2020-10-04 03:48:14,224 - mmaction - INFO - Epoch [96][2120/2825] lr: 7.500e-05, eta: 3:28:50, time: 1.045, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8526, loss_cls: 1.4369, loss: 1.4369, grad_norm: 7.7261 2020-10-04 03:48:35,976 - mmaction - INFO - Epoch [96][2140/2825] lr: 7.500e-05, eta: 3:28:29, time: 1.087, data_time: 0.003, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8586, loss_cls: 1.3915, loss: 1.3915, grad_norm: 7.4527 2020-10-04 03:48:56,083 - mmaction - INFO - Epoch [96][2160/2825] lr: 7.500e-05, eta: 3:28:08, time: 1.006, data_time: 0.003, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8602, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.7828 2020-10-04 03:49:15,793 - mmaction - INFO - Epoch [96][2180/2825] lr: 7.500e-05, eta: 3:27:47, time: 0.986, data_time: 0.003, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8544, loss_cls: 1.4165, loss: 1.4165, grad_norm: 7.5626 2020-10-04 03:49:37,543 - mmaction - INFO - Epoch [96][2200/2825] lr: 7.500e-05, eta: 3:27:26, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8495, loss_cls: 1.4390, loss: 1.4390, grad_norm: 7.6693 2020-10-04 03:49:58,865 - mmaction - INFO - Epoch [96][2220/2825] lr: 7.500e-05, eta: 3:27:05, time: 1.068, data_time: 0.004, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8490, loss_cls: 1.4454, loss: 1.4454, grad_norm: 7.8011 2020-10-04 03:50:19,214 - mmaction - INFO - Epoch [96][2240/2825] lr: 7.500e-05, eta: 3:26:44, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4165, loss: 1.4165, grad_norm: 7.5794 2020-10-04 03:50:39,284 - mmaction - INFO - Epoch [96][2260/2825] lr: 7.500e-05, eta: 3:26:24, time: 1.004, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8492, loss_cls: 1.4576, loss: 1.4576, grad_norm: 7.8361 2020-10-04 03:51:00,764 - mmaction - INFO - Epoch [96][2280/2825] lr: 7.500e-05, eta: 3:26:03, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8568, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.6273 2020-10-04 03:51:20,658 - mmaction - INFO - Epoch [96][2300/2825] lr: 7.500e-05, eta: 3:25:42, time: 0.994, data_time: 0.006, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8471, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.6894 2020-10-04 03:51:42,647 - mmaction - INFO - Epoch [96][2320/2825] lr: 7.500e-05, eta: 3:25:21, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8516, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.5564 2020-10-04 03:52:02,122 - mmaction - INFO - Epoch [96][2340/2825] lr: 7.500e-05, eta: 3:25:00, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8393, loss_cls: 1.4952, loss: 1.4952, grad_norm: 7.6876 2020-10-04 03:52:22,562 - mmaction - INFO - Epoch [96][2360/2825] lr: 7.500e-05, eta: 3:24:39, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.7292 2020-10-04 03:52:43,152 - mmaction - INFO - Epoch [96][2380/2825] lr: 7.500e-05, eta: 3:24:18, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8456, loss_cls: 1.4537, loss: 1.4537, grad_norm: 7.8197 2020-10-04 03:53:03,896 - mmaction - INFO - Epoch [96][2400/2825] lr: 7.500e-05, eta: 3:23:57, time: 1.037, data_time: 0.017, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8518, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.6138 2020-10-04 03:53:24,302 - mmaction - INFO - Epoch [96][2420/2825] lr: 7.500e-05, eta: 3:23:36, time: 1.020, data_time: 0.329, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8539, loss_cls: 1.4048, loss: 1.4048, grad_norm: 7.6068 2020-10-04 03:53:45,852 - mmaction - INFO - Epoch [96][2440/2825] lr: 7.500e-05, eta: 3:23:16, time: 1.079, data_time: 0.360, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8552, loss_cls: 1.4046, loss: 1.4046, grad_norm: 7.5480 2020-10-04 03:54:06,879 - mmaction - INFO - Epoch [96][2460/2825] lr: 7.500e-05, eta: 3:22:55, time: 1.051, data_time: 0.432, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8516, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.6383 2020-10-04 03:54:26,762 - mmaction - INFO - Epoch [96][2480/2825] lr: 7.500e-05, eta: 3:22:34, time: 0.995, data_time: 0.297, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8453, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.6679 2020-10-04 03:54:47,916 - mmaction - INFO - Epoch [96][2500/2825] lr: 7.500e-05, eta: 3:22:13, time: 1.058, data_time: 0.378, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.4338, loss: 1.4338, grad_norm: 7.4647 2020-10-04 03:55:08,867 - mmaction - INFO - Epoch [96][2520/2825] lr: 7.500e-05, eta: 3:21:52, time: 1.047, data_time: 0.257, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.4028, loss: 1.4028, grad_norm: 7.6144 2020-10-04 03:55:29,106 - mmaction - INFO - Epoch [96][2540/2825] lr: 7.500e-05, eta: 3:21:31, time: 1.013, data_time: 0.369, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8596, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.5518 2020-10-04 03:55:50,409 - mmaction - INFO - Epoch [96][2560/2825] lr: 7.500e-05, eta: 3:21:10, time: 1.065, data_time: 0.323, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8451, loss_cls: 1.4728, loss: 1.4728, grad_norm: 7.7251 2020-10-04 03:56:12,054 - mmaction - INFO - Epoch [96][2580/2825] lr: 7.500e-05, eta: 3:20:49, time: 1.081, data_time: 0.466, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8380, loss_cls: 1.4784, loss: 1.4784, grad_norm: 7.6761 2020-10-04 03:56:31,116 - mmaction - INFO - Epoch [96][2600/2825] lr: 7.500e-05, eta: 3:20:29, time: 0.954, data_time: 0.340, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8570, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.8006 2020-10-04 03:56:52,504 - mmaction - INFO - Epoch [96][2620/2825] lr: 7.500e-05, eta: 3:20:08, time: 1.070, data_time: 0.143, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8492, loss_cls: 1.4332, loss: 1.4332, grad_norm: 7.5235 2020-10-04 03:57:13,292 - mmaction - INFO - Epoch [96][2640/2825] lr: 7.500e-05, eta: 3:19:47, time: 1.039, data_time: 0.053, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8466, loss_cls: 1.4586, loss: 1.4586, grad_norm: 7.7117 2020-10-04 03:57:33,872 - mmaction - INFO - Epoch [96][2660/2825] lr: 7.500e-05, eta: 3:19:26, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8437, loss_cls: 1.4886, loss: 1.4886, grad_norm: 7.8260 2020-10-04 03:57:55,290 - mmaction - INFO - Epoch [96][2680/2825] lr: 7.500e-05, eta: 3:19:05, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8568, loss_cls: 1.4269, loss: 1.4269, grad_norm: 7.6900 2020-10-04 03:58:14,557 - mmaction - INFO - Epoch [96][2700/2825] lr: 7.500e-05, eta: 3:18:44, time: 0.962, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8544, loss_cls: 1.4228, loss: 1.4228, grad_norm: 7.4689 2020-10-04 03:58:35,671 - mmaction - INFO - Epoch [96][2720/2825] lr: 7.500e-05, eta: 3:18:23, time: 1.056, data_time: 0.003, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8466, loss_cls: 1.4605, loss: 1.4605, grad_norm: 7.7330 2020-10-04 03:58:57,216 - mmaction - INFO - Epoch [96][2740/2825] lr: 7.500e-05, eta: 3:18:02, time: 1.078, data_time: 0.003, memory: 8353, top1_acc: 0.6466, top5_acc: 0.8490, loss_cls: 1.4615, loss: 1.4615, grad_norm: 7.6974 2020-10-04 03:59:18,286 - mmaction - INFO - Epoch [96][2760/2825] lr: 7.500e-05, eta: 3:17:42, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8562, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.6500 2020-10-04 03:59:39,087 - mmaction - INFO - Epoch [96][2780/2825] lr: 7.500e-05, eta: 3:17:21, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8518, loss_cls: 1.4584, loss: 1.4584, grad_norm: 7.7236 2020-10-04 04:00:00,332 - mmaction - INFO - Epoch [96][2800/2825] lr: 7.500e-05, eta: 3:17:00, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8581, loss_cls: 1.4144, loss: 1.4144, grad_norm: 7.5685 2020-10-04 04:00:21,343 - mmaction - INFO - Epoch [96][2820/2825] lr: 7.500e-05, eta: 3:16:39, time: 1.051, data_time: 0.003, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8628, loss_cls: 1.3730, loss: 1.3730, grad_norm: 7.6872 2020-10-04 04:00:28,361 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-10-04 04:01:18,482 - mmaction - INFO - Epoch [97][20/2825] lr: 7.500e-05, eta: 3:16:14, time: 2.462, data_time: 1.415, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8521, loss_cls: 1.4583, loss: 1.4583, grad_norm: 7.8148 2020-10-04 04:01:40,521 - mmaction - INFO - Epoch [97][40/2825] lr: 7.500e-05, eta: 3:15:53, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8583, loss_cls: 1.4325, loss: 1.4325, grad_norm: 7.5648 2020-10-04 04:02:00,292 - mmaction - INFO - Epoch [97][60/2825] lr: 7.500e-05, eta: 3:15:32, time: 0.989, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8513, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.7121 2020-10-04 04:02:21,688 - mmaction - INFO - Epoch [97][80/2825] lr: 7.500e-05, eta: 3:15:11, time: 1.070, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8583, loss_cls: 1.4102, loss: 1.4102, grad_norm: 7.7345 2020-10-04 04:02:42,435 - mmaction - INFO - Epoch [97][100/2825] lr: 7.500e-05, eta: 3:14:50, time: 1.037, data_time: 0.001, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8510, loss_cls: 1.4308, loss: 1.4308, grad_norm: 7.5840 2020-10-04 04:03:02,858 - mmaction - INFO - Epoch [97][120/2825] lr: 7.500e-05, eta: 3:14:29, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8531, loss_cls: 1.4479, loss: 1.4479, grad_norm: 7.5977 2020-10-04 04:03:23,823 - mmaction - INFO - Epoch [97][140/2825] lr: 7.500e-05, eta: 3:14:09, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8518, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.7321 2020-10-04 04:03:46,177 - mmaction - INFO - Epoch [97][160/2825] lr: 7.500e-05, eta: 3:13:48, time: 1.118, data_time: 0.001, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8471, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.6445 2020-10-04 04:04:06,884 - mmaction - INFO - Epoch [97][180/2825] lr: 7.500e-05, eta: 3:13:27, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8500, loss_cls: 1.4230, loss: 1.4230, grad_norm: 7.5871 2020-10-04 04:04:27,613 - mmaction - INFO - Epoch [97][200/2825] lr: 7.500e-05, eta: 3:13:06, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.4028 2020-10-04 04:04:49,035 - mmaction - INFO - Epoch [97][220/2825] lr: 7.500e-05, eta: 3:12:45, time: 1.070, data_time: 0.002, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8510, loss_cls: 1.4487, loss: 1.4487, grad_norm: 7.7393 2020-10-04 04:05:09,971 - mmaction - INFO - Epoch [97][240/2825] lr: 7.500e-05, eta: 3:12:24, time: 1.048, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8497, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.5682 2020-10-04 04:05:29,941 - mmaction - INFO - Epoch [97][260/2825] lr: 7.500e-05, eta: 3:12:03, time: 0.999, data_time: 0.011, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8456, loss_cls: 1.4549, loss: 1.4549, grad_norm: 7.7881 2020-10-04 04:05:50,522 - mmaction - INFO - Epoch [97][280/2825] lr: 7.500e-05, eta: 3:11:42, time: 1.029, data_time: 0.074, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8563, loss_cls: 1.4332, loss: 1.4332, grad_norm: 7.6475 2020-10-04 04:06:11,923 - mmaction - INFO - Epoch [97][300/2825] lr: 7.500e-05, eta: 3:11:22, time: 1.070, data_time: 0.007, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8456, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.6142 2020-10-04 04:06:31,788 - mmaction - INFO - Epoch [97][320/2825] lr: 7.500e-05, eta: 3:11:01, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8521, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.6148 2020-10-04 04:06:53,140 - mmaction - INFO - Epoch [97][340/2825] lr: 7.500e-05, eta: 3:10:40, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8534, loss_cls: 1.3957, loss: 1.3957, grad_norm: 7.5557 2020-10-04 04:07:14,695 - mmaction - INFO - Epoch [97][360/2825] lr: 7.500e-05, eta: 3:10:19, time: 1.078, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8562, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.8224 2020-10-04 04:07:35,635 - mmaction - INFO - Epoch [97][380/2825] lr: 7.500e-05, eta: 3:09:58, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8586, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.5362 2020-10-04 04:07:56,352 - mmaction - INFO - Epoch [97][400/2825] lr: 7.500e-05, eta: 3:09:37, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8589, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.8971 2020-10-04 04:08:18,534 - mmaction - INFO - Epoch [97][420/2825] lr: 7.500e-05, eta: 3:09:16, time: 1.109, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8424, loss_cls: 1.4504, loss: 1.4504, grad_norm: 7.4774 2020-10-04 04:08:37,889 - mmaction - INFO - Epoch [97][440/2825] lr: 7.500e-05, eta: 3:08:55, time: 0.967, data_time: 0.001, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8505, loss_cls: 1.4288, loss: 1.4288, grad_norm: 7.7209 2020-10-04 04:08:58,899 - mmaction - INFO - Epoch [97][460/2825] lr: 7.500e-05, eta: 3:08:35, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8503, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.7011 2020-10-04 04:09:20,260 - mmaction - INFO - Epoch [97][480/2825] lr: 7.500e-05, eta: 3:08:14, time: 1.067, data_time: 0.001, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8469, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.7203 2020-10-04 04:09:40,721 - mmaction - INFO - Epoch [97][500/2825] lr: 7.500e-05, eta: 3:07:53, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8490, loss_cls: 1.4189, loss: 1.4189, grad_norm: 7.6966 2020-10-04 04:10:01,232 - mmaction - INFO - Epoch [97][520/2825] lr: 7.500e-05, eta: 3:07:32, time: 1.025, data_time: 0.001, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8505, loss_cls: 1.4485, loss: 1.4485, grad_norm: 7.6213 2020-10-04 04:10:22,666 - mmaction - INFO - Epoch [97][540/2825] lr: 7.500e-05, eta: 3:07:11, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8583, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.6082 2020-10-04 04:10:43,338 - mmaction - INFO - Epoch [97][560/2825] lr: 7.500e-05, eta: 3:06:50, time: 1.033, data_time: 0.001, memory: 8353, top1_acc: 0.6437, top5_acc: 0.8435, loss_cls: 1.4705, loss: 1.4705, grad_norm: 7.8075 2020-10-04 04:11:03,923 - mmaction - INFO - Epoch [97][580/2825] lr: 7.500e-05, eta: 3:06:29, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8578, loss_cls: 1.3993, loss: 1.3993, grad_norm: 7.4555 2020-10-04 04:11:25,376 - mmaction - INFO - Epoch [97][600/2825] lr: 7.500e-05, eta: 3:06:08, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8391, loss_cls: 1.4622, loss: 1.4622, grad_norm: 7.5987 2020-10-04 04:11:46,617 - mmaction - INFO - Epoch [97][620/2825] lr: 7.500e-05, eta: 3:05:48, time: 1.062, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8510, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.6731 2020-10-04 04:12:07,161 - mmaction - INFO - Epoch [97][640/2825] lr: 7.500e-05, eta: 3:05:27, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8563, loss_cls: 1.3999, loss: 1.3999, grad_norm: 7.5573 2020-10-04 04:12:27,335 - mmaction - INFO - Epoch [97][660/2825] lr: 7.500e-05, eta: 3:05:06, time: 1.010, data_time: 0.003, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8589, loss_cls: 1.3689, loss: 1.3689, grad_norm: 7.4164 2020-10-04 04:12:48,088 - mmaction - INFO - Epoch [97][680/2825] lr: 7.500e-05, eta: 3:04:45, time: 1.038, data_time: 0.080, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8539, loss_cls: 1.4288, loss: 1.4288, grad_norm: 7.6150 2020-10-04 04:13:10,376 - mmaction - INFO - Epoch [97][700/2825] lr: 7.500e-05, eta: 3:04:24, time: 1.114, data_time: 0.001, memory: 8353, top1_acc: 0.6753, top5_acc: 0.8563, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.4591 2020-10-04 04:13:31,116 - mmaction - INFO - Epoch [97][720/2825] lr: 7.500e-05, eta: 3:04:03, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8521, loss_cls: 1.4523, loss: 1.4523, grad_norm: 7.6122 2020-10-04 04:13:50,407 - mmaction - INFO - Epoch [97][740/2825] lr: 7.500e-05, eta: 3:03:42, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8497, loss_cls: 1.4739, loss: 1.4739, grad_norm: 7.5995 2020-10-04 04:14:11,870 - mmaction - INFO - Epoch [97][760/2825] lr: 7.500e-05, eta: 3:03:21, time: 1.072, data_time: 0.001, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4484, loss: 1.4484, grad_norm: 7.6955 2020-10-04 04:14:33,101 - mmaction - INFO - Epoch [97][780/2825] lr: 7.500e-05, eta: 3:03:01, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8544, loss_cls: 1.4370, loss: 1.4370, grad_norm: 7.6864 2020-10-04 04:14:54,284 - mmaction - INFO - Epoch [97][800/2825] lr: 7.500e-05, eta: 3:02:40, time: 1.059, data_time: 0.001, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8615, loss_cls: 1.4079, loss: 1.4079, grad_norm: 7.7042 2020-10-04 04:15:15,058 - mmaction - INFO - Epoch [97][820/2825] lr: 7.500e-05, eta: 3:02:19, time: 1.040, data_time: 0.003, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8352, loss_cls: 1.4989, loss: 1.4989, grad_norm: 7.7672 2020-10-04 04:15:35,194 - mmaction - INFO - Epoch [97][840/2825] lr: 7.500e-05, eta: 3:01:58, time: 1.007, data_time: 0.001, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8531, loss_cls: 1.4472, loss: 1.4472, grad_norm: 7.5967 2020-10-04 04:15:55,731 - mmaction - INFO - Epoch [97][860/2825] lr: 7.500e-05, eta: 3:01:37, time: 1.027, data_time: 0.007, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8500, loss_cls: 1.4449, loss: 1.4449, grad_norm: 7.6100 2020-10-04 04:16:16,544 - mmaction - INFO - Epoch [97][880/2825] lr: 7.500e-05, eta: 3:01:16, time: 1.039, data_time: 0.001, memory: 8353, top1_acc: 0.6451, top5_acc: 0.8453, loss_cls: 1.5064, loss: 1.5064, grad_norm: 7.8440 2020-10-04 04:16:36,723 - mmaction - INFO - Epoch [97][900/2825] lr: 7.500e-05, eta: 3:00:55, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8456, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.6903 2020-10-04 04:16:57,749 - mmaction - INFO - Epoch [97][920/2825] lr: 7.500e-05, eta: 3:00:34, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8516, loss_cls: 1.4511, loss: 1.4511, grad_norm: 7.6733 2020-10-04 04:17:19,241 - mmaction - INFO - Epoch [97][940/2825] lr: 7.500e-05, eta: 3:00:13, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8646, loss_cls: 1.3772, loss: 1.3772, grad_norm: 7.5922 2020-10-04 04:17:40,011 - mmaction - INFO - Epoch [97][960/2825] lr: 7.500e-05, eta: 2:59:53, time: 1.038, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8484, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.7575 2020-10-04 04:18:00,054 - mmaction - INFO - Epoch [97][980/2825] lr: 7.500e-05, eta: 2:59:32, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8518, loss_cls: 1.4315, loss: 1.4315, grad_norm: 7.7558 2020-10-04 04:18:20,355 - mmaction - INFO - Epoch [97][1000/2825] lr: 7.500e-05, eta: 2:59:11, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8586, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.5030 2020-10-04 04:18:42,777 - mmaction - INFO - Epoch [97][1020/2825] lr: 7.500e-05, eta: 2:58:50, time: 1.121, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8604, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.6321 2020-10-04 04:19:03,751 - mmaction - INFO - Epoch [97][1040/2825] lr: 7.500e-05, eta: 2:58:29, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8435, loss_cls: 1.4737, loss: 1.4737, grad_norm: 7.5940 2020-10-04 04:19:23,514 - mmaction - INFO - Epoch [97][1060/2825] lr: 7.500e-05, eta: 2:58:08, time: 0.989, data_time: 0.007, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4684, loss: 1.4684, grad_norm: 7.5449 2020-10-04 04:19:45,073 - mmaction - INFO - Epoch [97][1080/2825] lr: 7.500e-05, eta: 2:57:47, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8555, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.6497 2020-10-04 04:20:06,466 - mmaction - INFO - Epoch [97][1100/2825] lr: 7.500e-05, eta: 2:57:26, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4820, loss: 1.4820, grad_norm: 7.7358 2020-10-04 04:20:25,896 - mmaction - INFO - Epoch [97][1120/2825] lr: 7.500e-05, eta: 2:57:06, time: 0.970, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8417, loss_cls: 1.4989, loss: 1.4989, grad_norm: 7.7119 2020-10-04 04:20:47,951 - mmaction - INFO - Epoch [97][1140/2825] lr: 7.500e-05, eta: 2:56:45, time: 1.104, data_time: 0.003, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8396, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.6111 2020-10-04 04:21:08,166 - mmaction - INFO - Epoch [97][1160/2825] lr: 7.500e-05, eta: 2:56:24, time: 1.010, data_time: 0.002, memory: 8353, top1_acc: 0.6497, top5_acc: 0.8451, loss_cls: 1.4831, loss: 1.4831, grad_norm: 7.8467 2020-10-04 04:21:28,265 - mmaction - INFO - Epoch [97][1180/2825] lr: 7.500e-05, eta: 2:56:03, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8552, loss_cls: 1.4176, loss: 1.4176, grad_norm: 7.6156 2020-10-04 04:21:49,138 - mmaction - INFO - Epoch [97][1200/2825] lr: 7.500e-05, eta: 2:55:42, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8521, loss_cls: 1.4082, loss: 1.4082, grad_norm: 7.5095 2020-10-04 04:22:11,541 - mmaction - INFO - Epoch [97][1220/2825] lr: 7.500e-05, eta: 2:55:21, time: 1.120, data_time: 0.002, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8497, loss_cls: 1.4561, loss: 1.4561, grad_norm: 7.6384 2020-10-04 04:22:31,896 - mmaction - INFO - Epoch [97][1240/2825] lr: 7.500e-05, eta: 2:55:00, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8435, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.6911 2020-10-04 04:22:53,209 - mmaction - INFO - Epoch [97][1260/2825] lr: 7.500e-05, eta: 2:54:39, time: 1.066, data_time: 0.003, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8464, loss_cls: 1.4419, loss: 1.4419, grad_norm: 7.5775 2020-10-04 04:23:14,285 - mmaction - INFO - Epoch [97][1280/2825] lr: 7.500e-05, eta: 2:54:19, time: 1.054, data_time: 0.001, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8534, loss_cls: 1.4033, loss: 1.4033, grad_norm: 7.4898 2020-10-04 04:23:34,028 - mmaction - INFO - Epoch [97][1300/2825] lr: 7.500e-05, eta: 2:53:58, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8552, loss_cls: 1.4261, loss: 1.4261, grad_norm: 7.6935 2020-10-04 04:23:54,163 - mmaction - INFO - Epoch [97][1320/2825] lr: 7.500e-05, eta: 2:53:37, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8510, loss_cls: 1.4212, loss: 1.4212, grad_norm: 7.5488 2020-10-04 04:24:15,398 - mmaction - INFO - Epoch [97][1340/2825] lr: 7.500e-05, eta: 2:53:16, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8443, loss_cls: 1.4894, loss: 1.4894, grad_norm: 7.7938 2020-10-04 04:24:37,870 - mmaction - INFO - Epoch [97][1360/2825] lr: 7.500e-05, eta: 2:52:55, time: 1.123, data_time: 0.049, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8466, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.8315 2020-10-04 04:24:57,800 - mmaction - INFO - Epoch [97][1380/2825] lr: 7.500e-05, eta: 2:52:34, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6729, top5_acc: 0.8536, loss_cls: 1.3895, loss: 1.3895, grad_norm: 7.5412 2020-10-04 04:25:18,286 - mmaction - INFO - Epoch [97][1400/2825] lr: 7.500e-05, eta: 2:52:13, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8547, loss_cls: 1.4042, loss: 1.4042, grad_norm: 7.4704 2020-10-04 04:25:40,261 - mmaction - INFO - Epoch [97][1420/2825] lr: 7.500e-05, eta: 2:51:52, time: 1.099, data_time: 0.020, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8547, loss_cls: 1.4430, loss: 1.4430, grad_norm: 7.6455 2020-10-04 04:26:00,493 - mmaction - INFO - Epoch [97][1440/2825] lr: 7.500e-05, eta: 2:51:32, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8555, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.7837 2020-10-04 04:26:21,165 - mmaction - INFO - Epoch [97][1460/2825] lr: 7.500e-05, eta: 2:51:11, time: 1.033, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8521, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.5612 2020-10-04 04:26:42,488 - mmaction - INFO - Epoch [97][1480/2825] lr: 7.500e-05, eta: 2:50:50, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8529, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.8004 2020-10-04 04:27:01,830 - mmaction - INFO - Epoch [97][1500/2825] lr: 7.500e-05, eta: 2:50:29, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.6461, top5_acc: 0.8417, loss_cls: 1.4723, loss: 1.4723, grad_norm: 7.6719 2020-10-04 04:27:21,793 - mmaction - INFO - Epoch [97][1520/2825] lr: 7.500e-05, eta: 2:50:08, time: 0.999, data_time: 0.003, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4417, loss: 1.4417, grad_norm: 7.5268 2020-10-04 04:27:43,592 - mmaction - INFO - Epoch [97][1540/2825] lr: 7.500e-05, eta: 2:49:47, time: 1.091, data_time: 0.018, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8589, loss_cls: 1.3948, loss: 1.3948, grad_norm: 7.4435 2020-10-04 04:28:03,720 - mmaction - INFO - Epoch [97][1560/2825] lr: 7.500e-05, eta: 2:49:26, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8510, loss_cls: 1.4318, loss: 1.4318, grad_norm: 7.5529 2020-10-04 04:28:24,228 - mmaction - INFO - Epoch [97][1580/2825] lr: 7.500e-05, eta: 2:49:05, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8557, loss_cls: 1.4211, loss: 1.4211, grad_norm: 7.4963 2020-10-04 04:28:45,599 - mmaction - INFO - Epoch [97][1600/2825] lr: 7.500e-05, eta: 2:48:44, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.7662 2020-10-04 04:29:05,515 - mmaction - INFO - Epoch [97][1620/2825] lr: 7.500e-05, eta: 2:48:24, time: 0.998, data_time: 0.003, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8576, loss_cls: 1.4066, loss: 1.4066, grad_norm: 7.5831 2020-10-04 04:29:26,209 - mmaction - INFO - Epoch [97][1640/2825] lr: 7.500e-05, eta: 2:48:03, time: 1.035, data_time: 0.001, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8607, loss_cls: 1.3957, loss: 1.3957, grad_norm: 7.5651 2020-10-04 04:29:47,369 - mmaction - INFO - Epoch [97][1660/2825] lr: 7.500e-05, eta: 2:47:42, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8495, loss_cls: 1.4549, loss: 1.4549, grad_norm: 7.6232 2020-10-04 04:30:07,996 - mmaction - INFO - Epoch [97][1680/2825] lr: 7.500e-05, eta: 2:47:21, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8482, loss_cls: 1.4380, loss: 1.4380, grad_norm: 7.5542 2020-10-04 04:30:30,063 - mmaction - INFO - Epoch [97][1700/2825] lr: 7.500e-05, eta: 2:47:00, time: 1.103, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8534, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.7543 2020-10-04 04:30:51,440 - mmaction - INFO - Epoch [97][1720/2825] lr: 7.500e-05, eta: 2:46:39, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8461, loss_cls: 1.4376, loss: 1.4376, grad_norm: 7.7426 2020-10-04 04:31:10,268 - mmaction - INFO - Epoch [97][1740/2825] lr: 7.500e-05, eta: 2:46:18, time: 0.943, data_time: 0.003, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8456, loss_cls: 1.4809, loss: 1.4809, grad_norm: 7.8167 2020-10-04 04:31:32,267 - mmaction - INFO - Epoch [97][1760/2825] lr: 7.500e-05, eta: 2:45:57, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8526, loss_cls: 1.4346, loss: 1.4346, grad_norm: 7.4978 2020-10-04 04:31:53,197 - mmaction - INFO - Epoch [97][1780/2825] lr: 7.500e-05, eta: 2:45:37, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8464, loss_cls: 1.4324, loss: 1.4324, grad_norm: 7.6837 2020-10-04 04:32:12,516 - mmaction - INFO - Epoch [97][1800/2825] lr: 7.500e-05, eta: 2:45:16, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3770, loss: 1.3770, grad_norm: 7.5896 2020-10-04 04:32:34,013 - mmaction - INFO - Epoch [97][1820/2825] lr: 7.500e-05, eta: 2:44:55, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8479, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.6327 2020-10-04 04:32:54,810 - mmaction - INFO - Epoch [97][1840/2825] lr: 7.500e-05, eta: 2:44:34, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8521, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.7306 2020-10-04 04:33:14,501 - mmaction - INFO - Epoch [97][1860/2825] lr: 7.500e-05, eta: 2:44:13, time: 0.984, data_time: 0.005, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8557, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.5878 2020-10-04 04:33:35,595 - mmaction - INFO - Epoch [97][1880/2825] lr: 7.500e-05, eta: 2:43:52, time: 1.055, data_time: 0.029, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8562, loss_cls: 1.4213, loss: 1.4213, grad_norm: 7.6238 2020-10-04 04:33:55,027 - mmaction - INFO - Epoch [97][1900/2825] lr: 7.500e-05, eta: 2:43:31, time: 0.971, data_time: 0.275, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8500, loss_cls: 1.4076, loss: 1.4076, grad_norm: 7.5762 2020-10-04 04:34:16,198 - mmaction - INFO - Epoch [97][1920/2825] lr: 7.500e-05, eta: 2:43:10, time: 1.058, data_time: 0.072, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8503, loss_cls: 1.4533, loss: 1.4533, grad_norm: 7.6680 2020-10-04 04:34:38,095 - mmaction - INFO - Epoch [97][1940/2825] lr: 7.500e-05, eta: 2:42:49, time: 1.095, data_time: 0.049, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8549, loss_cls: 1.4301, loss: 1.4301, grad_norm: 7.7353 2020-10-04 04:34:57,637 - mmaction - INFO - Epoch [97][1960/2825] lr: 7.500e-05, eta: 2:42:29, time: 0.977, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8521, loss_cls: 1.4272, loss: 1.4272, grad_norm: 7.5243 2020-10-04 04:35:18,219 - mmaction - INFO - Epoch [97][1980/2825] lr: 7.500e-05, eta: 2:42:08, time: 1.028, data_time: 0.003, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8529, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.7487 2020-10-04 04:35:39,484 - mmaction - INFO - Epoch [97][2000/2825] lr: 7.500e-05, eta: 2:41:47, time: 1.064, data_time: 0.003, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.6868 2020-10-04 04:35:59,702 - mmaction - INFO - Epoch [97][2020/2825] lr: 7.500e-05, eta: 2:41:26, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8479, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.7989 2020-10-04 04:36:20,795 - mmaction - INFO - Epoch [97][2040/2825] lr: 7.500e-05, eta: 2:41:05, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.7678 2020-10-04 04:36:41,870 - mmaction - INFO - Epoch [97][2060/2825] lr: 7.500e-05, eta: 2:40:44, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8503, loss_cls: 1.4639, loss: 1.4639, grad_norm: 7.8076 2020-10-04 04:37:02,279 - mmaction - INFO - Epoch [97][2080/2825] lr: 7.500e-05, eta: 2:40:23, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8427, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.6950 2020-10-04 04:37:22,561 - mmaction - INFO - Epoch [97][2100/2825] lr: 7.500e-05, eta: 2:40:02, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8518, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.5035 2020-10-04 04:37:43,599 - mmaction - INFO - Epoch [97][2120/2825] lr: 7.500e-05, eta: 2:39:42, time: 1.052, data_time: 0.002, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8581, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.4843 2020-10-04 04:38:04,683 - mmaction - INFO - Epoch [97][2140/2825] lr: 7.500e-05, eta: 2:39:21, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6737, top5_acc: 0.8500, loss_cls: 1.4113, loss: 1.4113, grad_norm: 7.5729 2020-10-04 04:38:24,354 - mmaction - INFO - Epoch [97][2160/2825] lr: 7.500e-05, eta: 2:39:00, time: 0.983, data_time: 0.001, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8378, loss_cls: 1.4987, loss: 1.4987, grad_norm: 7.7239 2020-10-04 04:38:45,298 - mmaction - INFO - Epoch [97][2180/2825] lr: 7.500e-05, eta: 2:38:39, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8578, loss_cls: 1.4181, loss: 1.4181, grad_norm: 7.5192 2020-10-04 04:39:06,289 - mmaction - INFO - Epoch [97][2200/2825] lr: 7.500e-05, eta: 2:38:18, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8549, loss_cls: 1.4173, loss: 1.4173, grad_norm: 7.8166 2020-10-04 04:39:26,200 - mmaction - INFO - Epoch [97][2220/2825] lr: 7.500e-05, eta: 2:37:57, time: 0.996, data_time: 0.003, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8573, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.8161 2020-10-04 04:39:46,168 - mmaction - INFO - Epoch [97][2240/2825] lr: 7.500e-05, eta: 2:37:36, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8565, loss_cls: 1.3913, loss: 1.3913, grad_norm: 7.5843 2020-10-04 04:40:06,715 - mmaction - INFO - Epoch [97][2260/2825] lr: 7.500e-05, eta: 2:37:15, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8396, loss_cls: 1.5228, loss: 1.5228, grad_norm: 7.8252 2020-10-04 04:40:28,887 - mmaction - INFO - Epoch [97][2280/2825] lr: 7.500e-05, eta: 2:36:54, time: 1.110, data_time: 0.002, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8565, loss_cls: 1.4105, loss: 1.4105, grad_norm: 7.7508 2020-10-04 04:40:48,296 - mmaction - INFO - Epoch [97][2300/2825] lr: 7.500e-05, eta: 2:36:34, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.6349, top5_acc: 0.8380, loss_cls: 1.5444, loss: 1.5444, grad_norm: 7.8768 2020-10-04 04:41:09,768 - mmaction - INFO - Epoch [97][2320/2825] lr: 7.500e-05, eta: 2:36:13, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8419, loss_cls: 1.4589, loss: 1.4589, grad_norm: 7.6187 2020-10-04 04:41:30,109 - mmaction - INFO - Epoch [97][2340/2825] lr: 7.500e-05, eta: 2:35:52, time: 1.017, data_time: 0.003, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8555, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.4856 2020-10-04 04:41:50,456 - mmaction - INFO - Epoch [97][2360/2825] lr: 7.500e-05, eta: 2:35:31, time: 1.018, data_time: 0.002, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8466, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.6936 2020-10-04 04:42:12,505 - mmaction - INFO - Epoch [97][2380/2825] lr: 7.500e-05, eta: 2:35:10, time: 1.102, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8474, loss_cls: 1.4556, loss: 1.4556, grad_norm: 7.6658 2020-10-04 04:42:32,900 - mmaction - INFO - Epoch [97][2400/2825] lr: 7.500e-05, eta: 2:34:49, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8529, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.3512 2020-10-04 04:42:53,803 - mmaction - INFO - Epoch [97][2420/2825] lr: 7.500e-05, eta: 2:34:28, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8505, loss_cls: 1.4384, loss: 1.4384, grad_norm: 7.7046 2020-10-04 04:43:14,355 - mmaction - INFO - Epoch [97][2440/2825] lr: 7.500e-05, eta: 2:34:07, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8552, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.8118 2020-10-04 04:43:34,108 - mmaction - INFO - Epoch [97][2460/2825] lr: 7.500e-05, eta: 2:33:47, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6727, top5_acc: 0.8542, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.5102 2020-10-04 04:43:55,773 - mmaction - INFO - Epoch [97][2480/2825] lr: 7.500e-05, eta: 2:33:26, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8466, loss_cls: 1.4740, loss: 1.4740, grad_norm: 7.6763 2020-10-04 04:44:15,500 - mmaction - INFO - Epoch [97][2500/2825] lr: 7.500e-05, eta: 2:33:05, time: 0.987, data_time: 0.015, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8490, loss_cls: 1.4707, loss: 1.4707, grad_norm: 7.8301 2020-10-04 04:44:36,918 - mmaction - INFO - Epoch [97][2520/2825] lr: 7.500e-05, eta: 2:32:44, time: 1.071, data_time: 0.241, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8497, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.5943 2020-10-04 04:44:57,565 - mmaction - INFO - Epoch [97][2540/2825] lr: 7.500e-05, eta: 2:32:23, time: 1.031, data_time: 0.412, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8490, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.6098 2020-10-04 04:45:18,447 - mmaction - INFO - Epoch [97][2560/2825] lr: 7.500e-05, eta: 2:32:02, time: 1.045, data_time: 0.432, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8518, loss_cls: 1.4560, loss: 1.4560, grad_norm: 7.7479 2020-10-04 04:45:38,757 - mmaction - INFO - Epoch [97][2580/2825] lr: 7.500e-05, eta: 2:31:41, time: 1.015, data_time: 0.354, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8591, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.6676 2020-10-04 04:45:58,872 - mmaction - INFO - Epoch [97][2600/2825] lr: 7.500e-05, eta: 2:31:20, time: 1.005, data_time: 0.249, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4264, loss: 1.4264, grad_norm: 7.6217 2020-10-04 04:46:19,392 - mmaction - INFO - Epoch [97][2620/2825] lr: 7.500e-05, eta: 2:30:59, time: 1.026, data_time: 0.096, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8464, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.6489 2020-10-04 04:46:40,672 - mmaction - INFO - Epoch [97][2640/2825] lr: 7.500e-05, eta: 2:30:39, time: 1.064, data_time: 0.005, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8552, loss_cls: 1.4580, loss: 1.4580, grad_norm: 7.6251 2020-10-04 04:47:01,550 - mmaction - INFO - Epoch [97][2660/2825] lr: 7.500e-05, eta: 2:30:18, time: 1.044, data_time: 0.002, memory: 8353, top1_acc: 0.6706, top5_acc: 0.8513, loss_cls: 1.4056, loss: 1.4056, grad_norm: 7.4832 2020-10-04 04:47:21,411 - mmaction - INFO - Epoch [97][2680/2825] lr: 7.500e-05, eta: 2:29:57, time: 0.992, data_time: 0.002, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8495, loss_cls: 1.4353, loss: 1.4353, grad_norm: 7.7394 2020-10-04 04:47:42,770 - mmaction - INFO - Epoch [97][2700/2825] lr: 7.500e-05, eta: 2:29:36, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.6764 2020-10-04 04:48:02,074 - mmaction - INFO - Epoch [97][2720/2825] lr: 7.500e-05, eta: 2:29:15, time: 0.965, data_time: 0.002, memory: 8353, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.6519 2020-10-04 04:48:23,939 - mmaction - INFO - Epoch [97][2740/2825] lr: 7.500e-05, eta: 2:28:54, time: 1.094, data_time: 0.003, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8474, loss_cls: 1.4702, loss: 1.4702, grad_norm: 7.8046 2020-10-04 04:48:44,125 - mmaction - INFO - Epoch [97][2760/2825] lr: 7.500e-05, eta: 2:28:33, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8448, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.5188 2020-10-04 04:49:05,221 - mmaction - INFO - Epoch [97][2780/2825] lr: 7.500e-05, eta: 2:28:12, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8453, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.5960 2020-10-04 04:49:26,898 - mmaction - INFO - Epoch [97][2800/2825] lr: 7.500e-05, eta: 2:27:52, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8604, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.6477 2020-10-04 04:49:47,175 - mmaction - INFO - Epoch [97][2820/2825] lr: 7.500e-05, eta: 2:27:31, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6456, top5_acc: 0.8482, loss_cls: 1.4717, loss: 1.4717, grad_norm: 7.9303 2020-10-04 04:49:51,834 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-10-04 04:50:37,207 - mmaction - INFO - Epoch [98][20/2825] lr: 7.500e-05, eta: 2:27:05, time: 2.219, data_time: 1.159, memory: 8353, top1_acc: 0.6716, top5_acc: 0.8542, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.6387 2020-10-04 04:50:58,688 - mmaction - INFO - Epoch [98][40/2825] lr: 7.500e-05, eta: 2:26:44, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8565, loss_cls: 1.3916, loss: 1.3916, grad_norm: 7.4795 2020-10-04 04:51:18,252 - mmaction - INFO - Epoch [98][60/2825] lr: 7.500e-05, eta: 2:26:23, time: 0.977, data_time: 0.001, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8482, loss_cls: 1.4383, loss: 1.4383, grad_norm: 7.6408 2020-10-04 04:51:39,672 - mmaction - INFO - Epoch [98][80/2825] lr: 7.500e-05, eta: 2:26:02, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8589, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.5569 2020-10-04 04:52:00,486 - mmaction - INFO - Epoch [98][100/2825] lr: 7.500e-05, eta: 2:25:42, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8448, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.4949 2020-10-04 04:52:20,702 - mmaction - INFO - Epoch [98][120/2825] lr: 7.500e-05, eta: 2:25:21, time: 1.011, data_time: 0.003, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8531, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.6402 2020-10-04 04:52:42,031 - mmaction - INFO - Epoch [98][140/2825] lr: 7.500e-05, eta: 2:25:00, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8458, loss_cls: 1.4848, loss: 1.4848, grad_norm: 7.7526 2020-10-04 04:53:02,483 - mmaction - INFO - Epoch [98][160/2825] lr: 7.500e-05, eta: 2:24:39, time: 1.022, data_time: 0.001, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3954, loss: 1.3954, grad_norm: 7.3739 2020-10-04 04:53:23,023 - mmaction - INFO - Epoch [98][180/2825] lr: 7.500e-05, eta: 2:24:18, time: 1.027, data_time: 0.031, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8536, loss_cls: 1.4087, loss: 1.4087, grad_norm: 7.6671 2020-10-04 04:53:42,985 - mmaction - INFO - Epoch [98][200/2825] lr: 7.500e-05, eta: 2:23:57, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8573, loss_cls: 1.4289, loss: 1.4289, grad_norm: 7.6781 2020-10-04 04:54:05,126 - mmaction - INFO - Epoch [98][220/2825] lr: 7.500e-05, eta: 2:23:36, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4302, loss: 1.4302, grad_norm: 7.7712 2020-10-04 04:54:25,716 - mmaction - INFO - Epoch [98][240/2825] lr: 7.500e-05, eta: 2:23:15, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8526, loss_cls: 1.4099, loss: 1.4099, grad_norm: 7.4031 2020-10-04 04:54:46,661 - mmaction - INFO - Epoch [98][260/2825] lr: 7.500e-05, eta: 2:22:55, time: 1.047, data_time: 0.001, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8552, loss_cls: 1.4142, loss: 1.4142, grad_norm: 7.5392 2020-10-04 04:55:08,392 - mmaction - INFO - Epoch [98][280/2825] lr: 7.500e-05, eta: 2:22:34, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8443, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.7436 2020-10-04 04:55:27,977 - mmaction - INFO - Epoch [98][300/2825] lr: 7.500e-05, eta: 2:22:13, time: 0.981, data_time: 0.003, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8474, loss_cls: 1.4712, loss: 1.4712, grad_norm: 7.7237 2020-10-04 04:55:49,154 - mmaction - INFO - Epoch [98][320/2825] lr: 7.500e-05, eta: 2:21:52, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8464, loss_cls: 1.4527, loss: 1.4527, grad_norm: 7.6598 2020-10-04 04:56:09,966 - mmaction - INFO - Epoch [98][340/2825] lr: 7.500e-05, eta: 2:21:31, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8583, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.6697 2020-10-04 04:56:30,376 - mmaction - INFO - Epoch [98][360/2825] lr: 7.500e-05, eta: 2:21:10, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4178, loss: 1.4178, grad_norm: 7.6088 2020-10-04 04:56:50,928 - mmaction - INFO - Epoch [98][380/2825] lr: 7.500e-05, eta: 2:20:49, time: 1.029, data_time: 0.025, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8526, loss_cls: 1.4171, loss: 1.4171, grad_norm: 7.7542 2020-10-04 04:57:10,542 - mmaction - INFO - Epoch [98][400/2825] lr: 7.500e-05, eta: 2:20:28, time: 0.980, data_time: 0.101, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8422, loss_cls: 1.4661, loss: 1.4661, grad_norm: 7.7730 2020-10-04 04:57:31,641 - mmaction - INFO - Epoch [98][420/2825] lr: 7.500e-05, eta: 2:20:08, time: 1.055, data_time: 0.178, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.4610, loss: 1.4610, grad_norm: 7.8075 2020-10-04 04:57:53,562 - mmaction - INFO - Epoch [98][440/2825] lr: 7.500e-05, eta: 2:19:47, time: 1.095, data_time: 0.002, memory: 8353, top1_acc: 0.6729, top5_acc: 0.8604, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.5133 2020-10-04 04:58:15,037 - mmaction - INFO - Epoch [98][460/2825] lr: 7.500e-05, eta: 2:19:26, time: 1.074, data_time: 0.003, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8521, loss_cls: 1.4469, loss: 1.4469, grad_norm: 7.7126 2020-10-04 04:58:34,231 - mmaction - INFO - Epoch [98][480/2825] lr: 7.500e-05, eta: 2:19:05, time: 0.961, data_time: 0.003, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.5916 2020-10-04 04:58:56,150 - mmaction - INFO - Epoch [98][500/2825] lr: 7.500e-05, eta: 2:18:44, time: 1.095, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8534, loss_cls: 1.4215, loss: 1.4215, grad_norm: 7.5902 2020-10-04 04:59:17,120 - mmaction - INFO - Epoch [98][520/2825] lr: 7.500e-05, eta: 2:18:23, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8453, loss_cls: 1.4651, loss: 1.4651, grad_norm: 7.7772 2020-10-04 04:59:36,238 - mmaction - INFO - Epoch [98][540/2825] lr: 7.500e-05, eta: 2:18:02, time: 0.956, data_time: 0.002, memory: 8353, top1_acc: 0.6417, top5_acc: 0.8497, loss_cls: 1.4901, loss: 1.4901, grad_norm: 7.8448 2020-10-04 04:59:57,119 - mmaction - INFO - Epoch [98][560/2825] lr: 7.500e-05, eta: 2:17:41, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8536, loss_cls: 1.4504, loss: 1.4504, grad_norm: 7.7092 2020-10-04 05:00:19,891 - mmaction - INFO - Epoch [98][580/2825] lr: 7.500e-05, eta: 2:17:21, time: 1.138, data_time: 0.001, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8424, loss_cls: 1.4834, loss: 1.4834, grad_norm: 7.8210 2020-10-04 05:00:40,494 - mmaction - INFO - Epoch [98][600/2825] lr: 7.500e-05, eta: 2:17:00, time: 1.030, data_time: 0.003, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8526, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.6990 2020-10-04 05:01:01,019 - mmaction - INFO - Epoch [98][620/2825] lr: 7.500e-05, eta: 2:16:39, time: 1.026, data_time: 0.001, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8453, loss_cls: 1.4630, loss: 1.4630, grad_norm: 7.6376 2020-10-04 05:01:21,622 - mmaction - INFO - Epoch [98][640/2825] lr: 7.500e-05, eta: 2:16:18, time: 1.030, data_time: 0.002, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8510, loss_cls: 1.4556, loss: 1.4556, grad_norm: 7.7145 2020-10-04 05:01:42,404 - mmaction - INFO - Epoch [98][660/2825] lr: 7.500e-05, eta: 2:15:57, time: 1.040, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8526, loss_cls: 1.4514, loss: 1.4514, grad_norm: 7.6998 2020-10-04 05:02:02,158 - mmaction - INFO - Epoch [98][680/2825] lr: 7.500e-05, eta: 2:15:36, time: 0.987, data_time: 0.001, memory: 8353, top1_acc: 0.6503, top5_acc: 0.8435, loss_cls: 1.4806, loss: 1.4806, grad_norm: 7.8199 2020-10-04 05:02:24,006 - mmaction - INFO - Epoch [98][700/2825] lr: 7.500e-05, eta: 2:15:15, time: 1.093, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4701, loss: 1.4701, grad_norm: 7.6902 2020-10-04 05:02:45,784 - mmaction - INFO - Epoch [98][720/2825] lr: 7.500e-05, eta: 2:14:54, time: 1.088, data_time: 0.001, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8487, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.6505 2020-10-04 05:03:05,009 - mmaction - INFO - Epoch [98][740/2825] lr: 7.500e-05, eta: 2:14:33, time: 0.961, data_time: 0.002, memory: 8353, top1_acc: 0.6763, top5_acc: 0.8547, loss_cls: 1.3982, loss: 1.3982, grad_norm: 7.5016 2020-10-04 05:03:26,042 - mmaction - INFO - Epoch [98][760/2825] lr: 7.500e-05, eta: 2:14:13, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8539, loss_cls: 1.4042, loss: 1.4042, grad_norm: 7.5453 2020-10-04 05:03:47,715 - mmaction - INFO - Epoch [98][780/2825] lr: 7.500e-05, eta: 2:13:52, time: 1.084, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8536, loss_cls: 1.4365, loss: 1.4365, grad_norm: 7.5468 2020-10-04 05:04:07,909 - mmaction - INFO - Epoch [98][800/2825] lr: 7.500e-05, eta: 2:13:31, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8466, loss_cls: 1.4622, loss: 1.4622, grad_norm: 7.6611 2020-10-04 05:04:29,585 - mmaction - INFO - Epoch [98][820/2825] lr: 7.500e-05, eta: 2:13:10, time: 1.085, data_time: 0.003, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8529, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.6928 2020-10-04 05:04:50,698 - mmaction - INFO - Epoch [98][840/2825] lr: 7.500e-05, eta: 2:12:49, time: 1.055, data_time: 0.001, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8401, loss_cls: 1.4611, loss: 1.4611, grad_norm: 7.5910 2020-10-04 05:05:11,003 - mmaction - INFO - Epoch [98][860/2825] lr: 7.500e-05, eta: 2:12:28, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.6144 2020-10-04 05:05:31,603 - mmaction - INFO - Epoch [98][880/2825] lr: 7.500e-05, eta: 2:12:07, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8552, loss_cls: 1.4000, loss: 1.4000, grad_norm: 7.4581 2020-10-04 05:05:52,008 - mmaction - INFO - Epoch [98][900/2825] lr: 7.500e-05, eta: 2:11:46, time: 1.021, data_time: 0.002, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8510, loss_cls: 1.3984, loss: 1.3984, grad_norm: 7.4620 2020-10-04 05:06:12,399 - mmaction - INFO - Epoch [98][920/2825] lr: 7.500e-05, eta: 2:11:26, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8440, loss_cls: 1.4759, loss: 1.4759, grad_norm: 7.7734 2020-10-04 05:06:33,766 - mmaction - INFO - Epoch [98][940/2825] lr: 7.500e-05, eta: 2:11:05, time: 1.068, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8526, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.6657 2020-10-04 05:06:55,025 - mmaction - INFO - Epoch [98][960/2825] lr: 7.500e-05, eta: 2:10:44, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8474, loss_cls: 1.4351, loss: 1.4351, grad_norm: 7.5919 2020-10-04 05:07:15,299 - mmaction - INFO - Epoch [98][980/2825] lr: 7.500e-05, eta: 2:10:23, time: 1.013, data_time: 0.001, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8536, loss_cls: 1.4287, loss: 1.4287, grad_norm: 7.7746 2020-10-04 05:07:35,485 - mmaction - INFO - Epoch [98][1000/2825] lr: 7.500e-05, eta: 2:10:02, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8536, loss_cls: 1.4398, loss: 1.4398, grad_norm: 7.7796 2020-10-04 05:07:56,456 - mmaction - INFO - Epoch [98][1020/2825] lr: 7.500e-05, eta: 2:09:41, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8544, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.6854 2020-10-04 05:08:16,157 - mmaction - INFO - Epoch [98][1040/2825] lr: 7.500e-05, eta: 2:09:20, time: 0.985, data_time: 0.003, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8505, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.7591 2020-10-04 05:08:37,497 - mmaction - INFO - Epoch [98][1060/2825] lr: 7.500e-05, eta: 2:08:59, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8544, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.7434 2020-10-04 05:08:58,375 - mmaction - INFO - Epoch [98][1080/2825] lr: 7.500e-05, eta: 2:08:39, time: 1.043, data_time: 0.001, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8565, loss_cls: 1.4030, loss: 1.4030, grad_norm: 7.4571 2020-10-04 05:09:18,415 - mmaction - INFO - Epoch [98][1100/2825] lr: 7.500e-05, eta: 2:08:18, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8557, loss_cls: 1.3905, loss: 1.3905, grad_norm: 7.6855 2020-10-04 05:09:40,919 - mmaction - INFO - Epoch [98][1120/2825] lr: 7.500e-05, eta: 2:07:57, time: 1.125, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8490, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.7289 2020-10-04 05:10:00,037 - mmaction - INFO - Epoch [98][1140/2825] lr: 7.500e-05, eta: 2:07:36, time: 0.957, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8482, loss_cls: 1.4445, loss: 1.4445, grad_norm: 7.6476 2020-10-04 05:10:20,147 - mmaction - INFO - Epoch [98][1160/2825] lr: 7.500e-05, eta: 2:07:15, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8547, loss_cls: 1.4378, loss: 1.4378, grad_norm: 7.6980 2020-10-04 05:10:40,728 - mmaction - INFO - Epoch [98][1180/2825] lr: 7.500e-05, eta: 2:06:54, time: 1.029, data_time: 0.001, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.7396 2020-10-04 05:11:02,295 - mmaction - INFO - Epoch [98][1200/2825] lr: 7.500e-05, eta: 2:06:33, time: 1.078, data_time: 0.004, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8482, loss_cls: 1.4535, loss: 1.4535, grad_norm: 7.7860 2020-10-04 05:11:23,628 - mmaction - INFO - Epoch [98][1220/2825] lr: 7.500e-05, eta: 2:06:12, time: 1.066, data_time: 0.002, memory: 8353, top1_acc: 0.6378, top5_acc: 0.8427, loss_cls: 1.5082, loss: 1.5082, grad_norm: 7.7974 2020-10-04 05:11:45,352 - mmaction - INFO - Epoch [98][1240/2825] lr: 7.500e-05, eta: 2:05:52, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8393, loss_cls: 1.4823, loss: 1.4823, grad_norm: 7.6902 2020-10-04 05:12:05,640 - mmaction - INFO - Epoch [98][1260/2825] lr: 7.500e-05, eta: 2:05:31, time: 1.013, data_time: 0.002, memory: 8353, top1_acc: 0.6411, top5_acc: 0.8477, loss_cls: 1.4777, loss: 1.4777, grad_norm: 7.8050 2020-10-04 05:12:26,330 - mmaction - INFO - Epoch [98][1280/2825] lr: 7.500e-05, eta: 2:05:10, time: 1.036, data_time: 0.003, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8609, loss_cls: 1.3919, loss: 1.3919, grad_norm: 7.6419 2020-10-04 05:12:47,603 - mmaction - INFO - Epoch [98][1300/2825] lr: 7.500e-05, eta: 2:04:49, time: 1.063, data_time: 0.002, memory: 8353, top1_acc: 0.6781, top5_acc: 0.8591, loss_cls: 1.3925, loss: 1.3925, grad_norm: 7.4728 2020-10-04 05:13:08,182 - mmaction - INFO - Epoch [98][1320/2825] lr: 7.500e-05, eta: 2:04:28, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8510, loss_cls: 1.4240, loss: 1.4240, grad_norm: 7.5388 2020-10-04 05:13:28,851 - mmaction - INFO - Epoch [98][1340/2825] lr: 7.500e-05, eta: 2:04:07, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8568, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.6776 2020-10-04 05:13:50,083 - mmaction - INFO - Epoch [98][1360/2825] lr: 7.500e-05, eta: 2:03:46, time: 1.061, data_time: 0.001, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8544, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.7995 2020-10-04 05:14:10,614 - mmaction - INFO - Epoch [98][1380/2825] lr: 7.500e-05, eta: 2:03:25, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4199, loss: 1.4199, grad_norm: 7.7090 2020-10-04 05:14:31,744 - mmaction - INFO - Epoch [98][1400/2825] lr: 7.500e-05, eta: 2:03:04, time: 1.057, data_time: 0.003, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8633, loss_cls: 1.4191, loss: 1.4191, grad_norm: 7.6987 2020-10-04 05:14:53,169 - mmaction - INFO - Epoch [98][1420/2825] lr: 7.500e-05, eta: 2:02:44, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6846, top5_acc: 0.8641, loss_cls: 1.3463, loss: 1.3463, grad_norm: 7.3894 2020-10-04 05:15:12,177 - mmaction - INFO - Epoch [98][1440/2825] lr: 7.500e-05, eta: 2:02:23, time: 0.950, data_time: 0.002, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8568, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.5137 2020-10-04 05:15:33,997 - mmaction - INFO - Epoch [98][1460/2825] lr: 7.500e-05, eta: 2:02:02, time: 1.091, data_time: 0.003, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8448, loss_cls: 1.4638, loss: 1.4638, grad_norm: 7.7273 2020-10-04 05:15:53,785 - mmaction - INFO - Epoch [98][1480/2825] lr: 7.500e-05, eta: 2:01:41, time: 0.990, data_time: 0.002, memory: 8353, top1_acc: 0.6526, top5_acc: 0.8445, loss_cls: 1.4812, loss: 1.4812, grad_norm: 7.8912 2020-10-04 05:16:15,210 - mmaction - INFO - Epoch [98][1500/2825] lr: 7.500e-05, eta: 2:01:20, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8487, loss_cls: 1.4586, loss: 1.4586, grad_norm: 7.6761 2020-10-04 05:16:35,788 - mmaction - INFO - Epoch [98][1520/2825] lr: 7.500e-05, eta: 2:00:59, time: 1.029, data_time: 0.003, memory: 8353, top1_acc: 0.6573, top5_acc: 0.8458, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.6077 2020-10-04 05:16:54,888 - mmaction - INFO - Epoch [98][1540/2825] lr: 7.500e-05, eta: 2:00:38, time: 0.955, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.6680 2020-10-04 05:17:16,382 - mmaction - INFO - Epoch [98][1560/2825] lr: 7.500e-05, eta: 2:00:17, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8456, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.6638 2020-10-04 05:17:36,671 - mmaction - INFO - Epoch [98][1580/2825] lr: 7.500e-05, eta: 1:59:57, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8497, loss_cls: 1.4373, loss: 1.4373, grad_norm: 7.5700 2020-10-04 05:17:58,656 - mmaction - INFO - Epoch [98][1600/2825] lr: 7.500e-05, eta: 1:59:36, time: 1.099, data_time: 0.002, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8461, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.7678 2020-10-04 05:18:18,707 - mmaction - INFO - Epoch [98][1620/2825] lr: 7.500e-05, eta: 1:59:15, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8508, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.5635 2020-10-04 05:18:39,423 - mmaction - INFO - Epoch [98][1640/2825] lr: 7.500e-05, eta: 1:58:54, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8492, loss_cls: 1.4484, loss: 1.4484, grad_norm: 7.6752 2020-10-04 05:18:59,436 - mmaction - INFO - Epoch [98][1660/2825] lr: 7.500e-05, eta: 1:58:33, time: 1.003, data_time: 0.004, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8458, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.8049 2020-10-04 05:19:21,085 - mmaction - INFO - Epoch [98][1680/2825] lr: 7.500e-05, eta: 1:58:12, time: 1.081, data_time: 0.001, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8490, loss_cls: 1.4475, loss: 1.4475, grad_norm: 7.7823 2020-10-04 05:19:42,317 - mmaction - INFO - Epoch [98][1700/2825] lr: 7.500e-05, eta: 1:57:51, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8404, loss_cls: 1.4679, loss: 1.4679, grad_norm: 7.6586 2020-10-04 05:20:03,365 - mmaction - INFO - Epoch [98][1720/2825] lr: 7.500e-05, eta: 1:57:30, time: 1.053, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8490, loss_cls: 1.4704, loss: 1.4704, grad_norm: 7.9509 2020-10-04 05:20:24,609 - mmaction - INFO - Epoch [98][1740/2825] lr: 7.500e-05, eta: 1:57:10, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6398, top5_acc: 0.8388, loss_cls: 1.5077, loss: 1.5077, grad_norm: 7.8726 2020-10-04 05:20:47,059 - mmaction - INFO - Epoch [98][1760/2825] lr: 7.500e-05, eta: 1:56:49, time: 1.122, data_time: 0.001, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8565, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.5782 2020-10-04 05:21:06,388 - mmaction - INFO - Epoch [98][1780/2825] lr: 7.500e-05, eta: 1:56:28, time: 0.966, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8542, loss_cls: 1.4360, loss: 1.4360, grad_norm: 7.6232 2020-10-04 05:21:26,226 - mmaction - INFO - Epoch [98][1800/2825] lr: 7.500e-05, eta: 1:56:07, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8495, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.6897 2020-10-04 05:21:46,640 - mmaction - INFO - Epoch [98][1820/2825] lr: 7.500e-05, eta: 1:55:46, time: 1.020, data_time: 0.002, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8497, loss_cls: 1.4712, loss: 1.4712, grad_norm: 7.7581 2020-10-04 05:22:07,270 - mmaction - INFO - Epoch [98][1840/2825] lr: 7.500e-05, eta: 1:55:25, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8544, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.6884 2020-10-04 05:22:28,085 - mmaction - INFO - Epoch [98][1860/2825] lr: 7.500e-05, eta: 1:55:04, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8490, loss_cls: 1.4729, loss: 1.4729, grad_norm: 7.7100 2020-10-04 05:22:48,795 - mmaction - INFO - Epoch [98][1880/2825] lr: 7.500e-05, eta: 1:54:43, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.5237 2020-10-04 05:23:09,991 - mmaction - INFO - Epoch [98][1900/2825] lr: 7.500e-05, eta: 1:54:22, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8568, loss_cls: 1.4152, loss: 1.4152, grad_norm: 7.4916 2020-10-04 05:23:31,346 - mmaction - INFO - Epoch [98][1920/2825] lr: 7.500e-05, eta: 1:54:02, time: 1.068, data_time: 0.003, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8573, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.4958 2020-10-04 05:23:52,173 - mmaction - INFO - Epoch [98][1940/2825] lr: 7.500e-05, eta: 1:53:41, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8604, loss_cls: 1.3768, loss: 1.3768, grad_norm: 7.6452 2020-10-04 05:24:13,006 - mmaction - INFO - Epoch [98][1960/2825] lr: 7.500e-05, eta: 1:53:20, time: 1.040, data_time: 0.001, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8547, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.7644 2020-10-04 05:24:32,980 - mmaction - INFO - Epoch [98][1980/2825] lr: 7.500e-05, eta: 1:52:59, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8531, loss_cls: 1.4263, loss: 1.4263, grad_norm: 7.5779 2020-10-04 05:24:54,766 - mmaction - INFO - Epoch [98][2000/2825] lr: 7.500e-05, eta: 1:52:38, time: 1.089, data_time: 0.002, memory: 8353, top1_acc: 0.6794, top5_acc: 0.8549, loss_cls: 1.3947, loss: 1.3947, grad_norm: 7.4104 2020-10-04 05:25:15,631 - mmaction - INFO - Epoch [98][2020/2825] lr: 7.500e-05, eta: 1:52:17, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8396, loss_cls: 1.4786, loss: 1.4786, grad_norm: 7.7442 2020-10-04 05:25:36,148 - mmaction - INFO - Epoch [98][2040/2825] lr: 7.500e-05, eta: 1:51:56, time: 1.027, data_time: 0.002, memory: 8353, top1_acc: 0.6685, top5_acc: 0.8573, loss_cls: 1.4325, loss: 1.4325, grad_norm: 7.8650 2020-10-04 05:25:56,257 - mmaction - INFO - Epoch [98][2060/2825] lr: 7.500e-05, eta: 1:51:35, time: 1.005, data_time: 0.001, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8458, loss_cls: 1.4771, loss: 1.4771, grad_norm: 7.7000 2020-10-04 05:26:17,264 - mmaction - INFO - Epoch [98][2080/2825] lr: 7.500e-05, eta: 1:51:15, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8604, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.4799 2020-10-04 05:26:38,856 - mmaction - INFO - Epoch [98][2100/2825] lr: 7.500e-05, eta: 1:50:54, time: 1.081, data_time: 0.003, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8505, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.6484 2020-10-04 05:26:58,255 - mmaction - INFO - Epoch [98][2120/2825] lr: 7.500e-05, eta: 1:50:33, time: 0.970, data_time: 0.001, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8542, loss_cls: 1.4178, loss: 1.4178, grad_norm: 7.6016 2020-10-04 05:27:19,709 - mmaction - INFO - Epoch [98][2140/2825] lr: 7.500e-05, eta: 1:50:12, time: 1.072, data_time: 0.002, memory: 8353, top1_acc: 0.6708, top5_acc: 0.8521, loss_cls: 1.4262, loss: 1.4262, grad_norm: 7.6414 2020-10-04 05:27:39,398 - mmaction - INFO - Epoch [98][2160/2825] lr: 7.500e-05, eta: 1:49:51, time: 0.984, data_time: 0.003, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8443, loss_cls: 1.4526, loss: 1.4526, grad_norm: 7.6040 2020-10-04 05:28:00,159 - mmaction - INFO - Epoch [98][2180/2825] lr: 7.500e-05, eta: 1:49:30, time: 1.039, data_time: 0.146, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8471, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.7794 2020-10-04 05:28:22,320 - mmaction - INFO - Epoch [98][2200/2825] lr: 7.500e-05, eta: 1:49:09, time: 1.108, data_time: 0.204, memory: 8353, top1_acc: 0.6828, top5_acc: 0.8667, loss_cls: 1.3472, loss: 1.3472, grad_norm: 7.4553 2020-10-04 05:28:41,822 - mmaction - INFO - Epoch [98][2220/2825] lr: 7.500e-05, eta: 1:48:48, time: 0.975, data_time: 0.141, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8482, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.6299 2020-10-04 05:29:03,208 - mmaction - INFO - Epoch [98][2240/2825] lr: 7.500e-05, eta: 1:48:28, time: 1.069, data_time: 0.453, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8570, loss_cls: 1.4134, loss: 1.4134, grad_norm: 7.6274 2020-10-04 05:29:23,912 - mmaction - INFO - Epoch [98][2260/2825] lr: 7.500e-05, eta: 1:48:07, time: 1.035, data_time: 0.426, memory: 8353, top1_acc: 0.6724, top5_acc: 0.8482, loss_cls: 1.4181, loss: 1.4181, grad_norm: 7.5087 2020-10-04 05:29:43,015 - mmaction - INFO - Epoch [98][2280/2825] lr: 7.500e-05, eta: 1:47:46, time: 0.955, data_time: 0.325, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4322, loss: 1.4322, grad_norm: 7.6927 2020-10-04 05:30:04,436 - mmaction - INFO - Epoch [98][2300/2825] lr: 7.500e-05, eta: 1:47:25, time: 1.071, data_time: 0.456, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8529, loss_cls: 1.4047, loss: 1.4047, grad_norm: 7.6704 2020-10-04 05:30:27,090 - mmaction - INFO - Epoch [98][2320/2825] lr: 7.500e-05, eta: 1:47:04, time: 1.134, data_time: 0.468, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8523, loss_cls: 1.4101, loss: 1.4101, grad_norm: 7.5041 2020-10-04 05:30:46,962 - mmaction - INFO - Epoch [98][2340/2825] lr: 7.500e-05, eta: 1:46:43, time: 0.994, data_time: 0.379, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8513, loss_cls: 1.4432, loss: 1.4432, grad_norm: 7.7110 2020-10-04 05:31:07,263 - mmaction - INFO - Epoch [98][2360/2825] lr: 7.500e-05, eta: 1:46:22, time: 1.015, data_time: 0.392, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8549, loss_cls: 1.4322, loss: 1.4322, grad_norm: 7.6678 2020-10-04 05:31:28,646 - mmaction - INFO - Epoch [98][2380/2825] lr: 7.500e-05, eta: 1:46:01, time: 1.069, data_time: 0.254, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8495, loss_cls: 1.4645, loss: 1.4645, grad_norm: 7.7038 2020-10-04 05:31:49,211 - mmaction - INFO - Epoch [98][2400/2825] lr: 7.500e-05, eta: 1:45:41, time: 1.028, data_time: 0.155, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8521, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.6346 2020-10-04 05:32:09,472 - mmaction - INFO - Epoch [98][2420/2825] lr: 7.500e-05, eta: 1:45:20, time: 1.014, data_time: 0.360, memory: 8353, top1_acc: 0.6763, top5_acc: 0.8630, loss_cls: 1.3757, loss: 1.3757, grad_norm: 7.5316 2020-10-04 05:32:29,823 - mmaction - INFO - Epoch [98][2440/2825] lr: 7.500e-05, eta: 1:44:59, time: 1.018, data_time: 0.187, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8479, loss_cls: 1.4451, loss: 1.4451, grad_norm: 7.6261 2020-10-04 05:32:50,303 - mmaction - INFO - Epoch [98][2460/2825] lr: 7.500e-05, eta: 1:44:38, time: 1.022, data_time: 0.412, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8596, loss_cls: 1.3912, loss: 1.3912, grad_norm: 7.6462 2020-10-04 05:33:11,247 - mmaction - INFO - Epoch [98][2480/2825] lr: 7.500e-05, eta: 1:44:17, time: 1.049, data_time: 0.200, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8495, loss_cls: 1.4439, loss: 1.4439, grad_norm: 7.7380 2020-10-04 05:33:31,871 - mmaction - INFO - Epoch [98][2500/2825] lr: 7.500e-05, eta: 1:43:56, time: 1.032, data_time: 0.180, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8508, loss_cls: 1.4576, loss: 1.4576, grad_norm: 7.4830 2020-10-04 05:33:51,415 - mmaction - INFO - Epoch [98][2520/2825] lr: 7.500e-05, eta: 1:43:35, time: 0.977, data_time: 0.274, memory: 8353, top1_acc: 0.6755, top5_acc: 0.8581, loss_cls: 1.4100, loss: 1.4100, grad_norm: 7.5019 2020-10-04 05:34:13,095 - mmaction - INFO - Epoch [98][2540/2825] lr: 7.500e-05, eta: 1:43:14, time: 1.084, data_time: 0.471, memory: 8353, top1_acc: 0.6427, top5_acc: 0.8443, loss_cls: 1.4948, loss: 1.4948, grad_norm: 7.8646 2020-10-04 05:34:33,429 - mmaction - INFO - Epoch [98][2560/2825] lr: 7.500e-05, eta: 1:42:53, time: 1.017, data_time: 0.259, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8518, loss_cls: 1.4200, loss: 1.4200, grad_norm: 7.6849 2020-10-04 05:34:53,420 - mmaction - INFO - Epoch [98][2580/2825] lr: 7.500e-05, eta: 1:42:33, time: 1.000, data_time: 0.060, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8547, loss_cls: 1.4408, loss: 1.4408, grad_norm: 7.7243 2020-10-04 05:35:14,956 - mmaction - INFO - Epoch [98][2600/2825] lr: 7.500e-05, eta: 1:42:12, time: 1.077, data_time: 0.014, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8568, loss_cls: 1.4312, loss: 1.4312, grad_norm: 7.6657 2020-10-04 05:35:36,126 - mmaction - INFO - Epoch [98][2620/2825] lr: 7.500e-05, eta: 1:41:51, time: 1.058, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8479, loss_cls: 1.4674, loss: 1.4674, grad_norm: 7.7890 2020-10-04 05:35:55,716 - mmaction - INFO - Epoch [98][2640/2825] lr: 7.500e-05, eta: 1:41:30, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8560, loss_cls: 1.4315, loss: 1.4315, grad_norm: 7.5930 2020-10-04 05:36:17,584 - mmaction - INFO - Epoch [98][2660/2825] lr: 7.500e-05, eta: 1:41:09, time: 1.093, data_time: 0.001, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8521, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.6527 2020-10-04 05:36:36,823 - mmaction - INFO - Epoch [98][2680/2825] lr: 7.500e-05, eta: 1:40:48, time: 0.960, data_time: 0.002, memory: 8353, top1_acc: 0.6563, top5_acc: 0.8396, loss_cls: 1.4805, loss: 1.4805, grad_norm: 7.6903 2020-10-04 05:36:58,599 - mmaction - INFO - Epoch [98][2700/2825] lr: 7.500e-05, eta: 1:40:27, time: 1.090, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8503, loss_cls: 1.4570, loss: 1.4570, grad_norm: 7.7283 2020-10-04 05:37:19,097 - mmaction - INFO - Epoch [98][2720/2825] lr: 7.500e-05, eta: 1:40:06, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4477, loss: 1.4477, grad_norm: 7.8524 2020-10-04 05:37:38,787 - mmaction - INFO - Epoch [98][2740/2825] lr: 7.500e-05, eta: 1:39:46, time: 0.985, data_time: 0.002, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8464, loss_cls: 1.4627, loss: 1.4627, grad_norm: 7.9086 2020-10-04 05:37:59,712 - mmaction - INFO - Epoch [98][2760/2825] lr: 7.500e-05, eta: 1:39:25, time: 1.047, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8477, loss_cls: 1.4416, loss: 1.4416, grad_norm: 7.6369 2020-10-04 05:38:21,453 - mmaction - INFO - Epoch [98][2780/2825] lr: 7.500e-05, eta: 1:39:04, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8513, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.7374 2020-10-04 05:38:40,870 - mmaction - INFO - Epoch [98][2800/2825] lr: 7.500e-05, eta: 1:38:43, time: 0.971, data_time: 0.002, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8531, loss_cls: 1.4429, loss: 1.4429, grad_norm: 7.7423 2020-10-04 05:39:01,612 - mmaction - INFO - Epoch [98][2820/2825] lr: 7.500e-05, eta: 1:38:22, time: 1.037, data_time: 0.002, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.6801 2020-10-04 05:39:07,588 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-10-04 05:39:56,642 - mmaction - INFO - Epoch [99][20/2825] lr: 7.500e-05, eta: 1:37:56, time: 2.426, data_time: 1.490, memory: 8353, top1_acc: 0.6589, top5_acc: 0.8521, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.7477 2020-10-04 05:40:17,853 - mmaction - INFO - Epoch [99][40/2825] lr: 7.500e-05, eta: 1:37:36, time: 1.060, data_time: 0.185, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4553, loss: 1.4553, grad_norm: 7.7262 2020-10-04 05:40:38,509 - mmaction - INFO - Epoch [99][60/2825] lr: 7.500e-05, eta: 1:37:15, time: 1.033, data_time: 0.003, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8570, loss_cls: 1.4332, loss: 1.4332, grad_norm: 7.7981 2020-10-04 05:40:58,811 - mmaction - INFO - Epoch [99][80/2825] lr: 7.500e-05, eta: 1:36:54, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8510, loss_cls: 1.4798, loss: 1.4798, grad_norm: 7.7243 2020-10-04 05:41:20,219 - mmaction - INFO - Epoch [99][100/2825] lr: 7.500e-05, eta: 1:36:33, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8560, loss_cls: 1.4008, loss: 1.4008, grad_norm: 7.5659 2020-10-04 05:41:39,921 - mmaction - INFO - Epoch [99][120/2825] lr: 7.500e-05, eta: 1:36:12, time: 0.985, data_time: 0.202, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8542, loss_cls: 1.4214, loss: 1.4214, grad_norm: 7.5917 2020-10-04 05:42:00,514 - mmaction - INFO - Epoch [99][140/2825] lr: 7.500e-05, eta: 1:35:51, time: 1.030, data_time: 0.026, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8466, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.8911 2020-10-04 05:42:21,332 - mmaction - INFO - Epoch [99][160/2825] lr: 7.500e-05, eta: 1:35:30, time: 1.041, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.7403 2020-10-04 05:42:41,887 - mmaction - INFO - Epoch [99][180/2825] lr: 7.500e-05, eta: 1:35:09, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8544, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.8122 2020-10-04 05:43:01,950 - mmaction - INFO - Epoch [99][200/2825] lr: 7.500e-05, eta: 1:34:48, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8482, loss_cls: 1.4876, loss: 1.4876, grad_norm: 7.7667 2020-10-04 05:43:22,805 - mmaction - INFO - Epoch [99][220/2825] lr: 7.500e-05, eta: 1:34:28, time: 1.042, data_time: 0.001, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8534, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.7368 2020-10-04 05:43:44,111 - mmaction - INFO - Epoch [99][240/2825] lr: 7.500e-05, eta: 1:34:07, time: 1.065, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8437, loss_cls: 1.4749, loss: 1.4749, grad_norm: 7.8916 2020-10-04 05:44:03,944 - mmaction - INFO - Epoch [99][260/2825] lr: 7.500e-05, eta: 1:33:46, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.6621 2020-10-04 05:44:24,719 - mmaction - INFO - Epoch [99][280/2825] lr: 7.500e-05, eta: 1:33:25, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6521, top5_acc: 0.8539, loss_cls: 1.4642, loss: 1.4642, grad_norm: 7.8206 2020-10-04 05:44:46,305 - mmaction - INFO - Epoch [99][300/2825] lr: 7.500e-05, eta: 1:33:04, time: 1.079, data_time: 0.001, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8484, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.7192 2020-10-04 05:45:06,357 - mmaction - INFO - Epoch [99][320/2825] lr: 7.500e-05, eta: 1:32:43, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8497, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.8779 2020-10-04 05:45:27,272 - mmaction - INFO - Epoch [99][340/2825] lr: 7.500e-05, eta: 1:32:22, time: 1.047, data_time: 0.003, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8536, loss_cls: 1.4311, loss: 1.4311, grad_norm: 7.7374 2020-10-04 05:45:47,697 - mmaction - INFO - Epoch [99][360/2825] lr: 7.500e-05, eta: 1:32:01, time: 1.021, data_time: 0.001, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8534, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.7081 2020-10-04 05:46:09,103 - mmaction - INFO - Epoch [99][380/2825] lr: 7.500e-05, eta: 1:31:41, time: 1.071, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8526, loss_cls: 1.4551, loss: 1.4551, grad_norm: 7.6941 2020-10-04 05:46:28,858 - mmaction - INFO - Epoch [99][400/2825] lr: 7.500e-05, eta: 1:31:20, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6617, top5_acc: 0.8529, loss_cls: 1.4405, loss: 1.4405, grad_norm: 7.8436 2020-10-04 05:46:50,180 - mmaction - INFO - Epoch [99][420/2825] lr: 7.500e-05, eta: 1:30:59, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8594, loss_cls: 1.4092, loss: 1.4092, grad_norm: 7.7946 2020-10-04 05:47:11,074 - mmaction - INFO - Epoch [99][440/2825] lr: 7.500e-05, eta: 1:30:38, time: 1.046, data_time: 0.003, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8630, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.5578 2020-10-04 05:47:33,094 - mmaction - INFO - Epoch [99][460/2825] lr: 7.500e-05, eta: 1:30:17, time: 1.101, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8549, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.6098 2020-10-04 05:47:52,179 - mmaction - INFO - Epoch [99][480/2825] lr: 7.500e-05, eta: 1:29:56, time: 0.954, data_time: 0.001, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8557, loss_cls: 1.4474, loss: 1.4474, grad_norm: 7.7433 2020-10-04 05:48:12,707 - mmaction - INFO - Epoch [99][500/2825] lr: 7.500e-05, eta: 1:29:35, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8435, loss_cls: 1.4625, loss: 1.4625, grad_norm: 7.7784 2020-10-04 05:48:34,028 - mmaction - INFO - Epoch [99][520/2825] lr: 7.500e-05, eta: 1:29:14, time: 1.066, data_time: 0.025, memory: 8353, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4908, loss: 1.4908, grad_norm: 7.7981 2020-10-04 05:48:55,023 - mmaction - INFO - Epoch [99][540/2825] lr: 7.500e-05, eta: 1:28:53, time: 1.050, data_time: 0.046, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8534, loss_cls: 1.4195, loss: 1.4195, grad_norm: 7.6955 2020-10-04 05:49:14,124 - mmaction - INFO - Epoch [99][560/2825] lr: 7.500e-05, eta: 1:28:33, time: 0.955, data_time: 0.051, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8500, loss_cls: 1.4493, loss: 1.4493, grad_norm: 7.6320 2020-10-04 05:49:35,817 - mmaction - INFO - Epoch [99][580/2825] lr: 7.500e-05, eta: 1:28:12, time: 1.084, data_time: 0.052, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3821, loss: 1.3821, grad_norm: 7.6342 2020-10-04 05:49:56,663 - mmaction - INFO - Epoch [99][600/2825] lr: 7.500e-05, eta: 1:27:51, time: 1.043, data_time: 0.313, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8547, loss_cls: 1.4075, loss: 1.4075, grad_norm: 7.5426 2020-10-04 05:50:16,611 - mmaction - INFO - Epoch [99][620/2825] lr: 7.500e-05, eta: 1:27:30, time: 0.997, data_time: 0.216, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8492, loss_cls: 1.4312, loss: 1.4312, grad_norm: 7.6739 2020-10-04 05:50:38,426 - mmaction - INFO - Epoch [99][640/2825] lr: 7.500e-05, eta: 1:27:09, time: 1.091, data_time: 0.014, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8451, loss_cls: 1.4720, loss: 1.4720, grad_norm: 7.7270 2020-10-04 05:50:58,423 - mmaction - INFO - Epoch [99][660/2825] lr: 7.500e-05, eta: 1:26:48, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8529, loss_cls: 1.4117, loss: 1.4117, grad_norm: 7.5206 2020-10-04 05:51:18,993 - mmaction - INFO - Epoch [99][680/2825] lr: 7.500e-05, eta: 1:26:27, time: 1.029, data_time: 0.002, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8495, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.6273 2020-10-04 05:51:39,849 - mmaction - INFO - Epoch [99][700/2825] lr: 7.500e-05, eta: 1:26:06, time: 1.042, data_time: 0.002, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8549, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.5722 2020-10-04 05:52:00,248 - mmaction - INFO - Epoch [99][720/2825] lr: 7.500e-05, eta: 1:25:46, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4599, loss: 1.4599, grad_norm: 7.6806 2020-10-04 05:52:20,932 - mmaction - INFO - Epoch [99][740/2825] lr: 7.500e-05, eta: 1:25:25, time: 1.034, data_time: 0.003, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8422, loss_cls: 1.4730, loss: 1.4730, grad_norm: 7.7179 2020-10-04 05:52:43,003 - mmaction - INFO - Epoch [99][760/2825] lr: 7.500e-05, eta: 1:25:04, time: 1.105, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.6507 2020-10-04 05:53:02,749 - mmaction - INFO - Epoch [99][780/2825] lr: 7.500e-05, eta: 1:24:43, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8557, loss_cls: 1.4356, loss: 1.4356, grad_norm: 7.6629 2020-10-04 05:53:23,792 - mmaction - INFO - Epoch [99][800/2825] lr: 7.500e-05, eta: 1:24:22, time: 1.053, data_time: 0.003, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4244, loss: 1.4244, grad_norm: 7.6615 2020-10-04 05:53:43,442 - mmaction - INFO - Epoch [99][820/2825] lr: 7.500e-05, eta: 1:24:01, time: 0.982, data_time: 0.001, memory: 8353, top1_acc: 0.6688, top5_acc: 0.8521, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.5997 2020-10-04 05:54:04,613 - mmaction - INFO - Epoch [99][840/2825] lr: 7.500e-05, eta: 1:23:40, time: 1.058, data_time: 0.121, memory: 8353, top1_acc: 0.6469, top5_acc: 0.8560, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.9293 2020-10-04 05:54:25,101 - mmaction - INFO - Epoch [99][860/2825] lr: 7.500e-05, eta: 1:23:19, time: 1.025, data_time: 0.131, memory: 8353, top1_acc: 0.6701, top5_acc: 0.8508, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.6273 2020-10-04 05:54:45,679 - mmaction - INFO - Epoch [99][880/2825] lr: 7.500e-05, eta: 1:22:59, time: 1.029, data_time: 0.090, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8464, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.8685 2020-10-04 05:55:07,049 - mmaction - INFO - Epoch [99][900/2825] lr: 7.500e-05, eta: 1:22:38, time: 1.068, data_time: 0.049, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8531, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.8727 2020-10-04 05:55:27,277 - mmaction - INFO - Epoch [99][920/2825] lr: 7.500e-05, eta: 1:22:17, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8594, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.7791 2020-10-04 05:55:47,957 - mmaction - INFO - Epoch [99][940/2825] lr: 7.500e-05, eta: 1:21:56, time: 1.034, data_time: 0.002, memory: 8353, top1_acc: 0.6737, top5_acc: 0.8583, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.5311 2020-10-04 05:56:08,746 - mmaction - INFO - Epoch [99][960/2825] lr: 7.500e-05, eta: 1:21:35, time: 1.039, data_time: 0.003, memory: 8353, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.5131 2020-10-04 05:56:29,101 - mmaction - INFO - Epoch [99][980/2825] lr: 7.500e-05, eta: 1:21:14, time: 1.019, data_time: 0.002, memory: 8353, top1_acc: 0.6362, top5_acc: 0.8448, loss_cls: 1.4847, loss: 1.4847, grad_norm: 7.6967 2020-10-04 05:56:50,171 - mmaction - INFO - Epoch [99][1000/2825] lr: 7.500e-05, eta: 1:20:53, time: 1.052, data_time: 0.001, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8552, loss_cls: 1.4075, loss: 1.4075, grad_norm: 7.6746 2020-10-04 05:57:10,095 - mmaction - INFO - Epoch [99][1020/2825] lr: 7.500e-05, eta: 1:20:32, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8513, loss_cls: 1.4197, loss: 1.4197, grad_norm: 7.4603 2020-10-04 05:57:30,663 - mmaction - INFO - Epoch [99][1040/2825] lr: 7.500e-05, eta: 1:20:11, time: 1.028, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8456, loss_cls: 1.4774, loss: 1.4774, grad_norm: 7.7946 2020-10-04 05:57:51,659 - mmaction - INFO - Epoch [99][1060/2825] lr: 7.500e-05, eta: 1:19:51, time: 1.051, data_time: 0.002, memory: 8353, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.6147 2020-10-04 05:58:11,901 - mmaction - INFO - Epoch [99][1080/2825] lr: 7.500e-05, eta: 1:19:30, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6448, top5_acc: 0.8424, loss_cls: 1.5113, loss: 1.5113, grad_norm: 7.7396 2020-10-04 05:58:33,107 - mmaction - INFO - Epoch [99][1100/2825] lr: 7.500e-05, eta: 1:19:09, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6701, top5_acc: 0.8609, loss_cls: 1.3976, loss: 1.3976, grad_norm: 7.7298 2020-10-04 05:58:52,950 - mmaction - INFO - Epoch [99][1120/2825] lr: 7.500e-05, eta: 1:18:48, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8594, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.7463 2020-10-04 05:59:13,446 - mmaction - INFO - Epoch [99][1140/2825] lr: 7.500e-05, eta: 1:18:27, time: 1.025, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8401, loss_cls: 1.5150, loss: 1.5150, grad_norm: 7.7678 2020-10-04 05:59:33,949 - mmaction - INFO - Epoch [99][1160/2825] lr: 7.500e-05, eta: 1:18:06, time: 1.025, data_time: 0.005, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8578, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.4979 2020-10-04 05:59:54,825 - mmaction - INFO - Epoch [99][1180/2825] lr: 7.500e-05, eta: 1:17:45, time: 1.045, data_time: 0.002, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8482, loss_cls: 1.4297, loss: 1.4297, grad_norm: 7.4837 2020-10-04 06:00:17,651 - mmaction - INFO - Epoch [99][1200/2825] lr: 7.500e-05, eta: 1:17:24, time: 1.140, data_time: 0.001, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8503, loss_cls: 1.4535, loss: 1.4535, grad_norm: 7.7293 2020-10-04 06:00:37,374 - mmaction - INFO - Epoch [99][1220/2825] lr: 7.500e-05, eta: 1:17:04, time: 0.986, data_time: 0.035, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8432, loss_cls: 1.4625, loss: 1.4625, grad_norm: 7.7343 2020-10-04 06:00:58,378 - mmaction - INFO - Epoch [99][1240/2825] lr: 7.500e-05, eta: 1:16:43, time: 1.050, data_time: 0.030, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8510, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.7309 2020-10-04 06:01:20,772 - mmaction - INFO - Epoch [99][1260/2825] lr: 7.500e-05, eta: 1:16:22, time: 1.119, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8440, loss_cls: 1.4666, loss: 1.4666, grad_norm: 7.7648 2020-10-04 06:01:40,108 - mmaction - INFO - Epoch [99][1280/2825] lr: 7.500e-05, eta: 1:16:01, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4552, loss: 1.4552, grad_norm: 7.6861 2020-10-04 06:02:00,895 - mmaction - INFO - Epoch [99][1300/2825] lr: 7.500e-05, eta: 1:15:40, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8513, loss_cls: 1.4135, loss: 1.4135, grad_norm: 7.5726 2020-10-04 06:02:21,070 - mmaction - INFO - Epoch [99][1320/2825] lr: 7.500e-05, eta: 1:15:19, time: 1.009, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8544, loss_cls: 1.4309, loss: 1.4309, grad_norm: 7.5674 2020-10-04 06:02:42,797 - mmaction - INFO - Epoch [99][1340/2825] lr: 7.500e-05, eta: 1:14:58, time: 1.086, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8487, loss_cls: 1.4603, loss: 1.4603, grad_norm: 7.6870 2020-10-04 06:03:02,830 - mmaction - INFO - Epoch [99][1360/2825] lr: 7.500e-05, eta: 1:14:37, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8458, loss_cls: 1.4278, loss: 1.4278, grad_norm: 7.7554 2020-10-04 06:03:23,818 - mmaction - INFO - Epoch [99][1380/2825] lr: 7.500e-05, eta: 1:14:17, time: 1.049, data_time: 0.001, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8526, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.5502 2020-10-04 06:03:45,241 - mmaction - INFO - Epoch [99][1400/2825] lr: 7.500e-05, eta: 1:13:56, time: 1.071, data_time: 0.001, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.5902 2020-10-04 06:04:04,624 - mmaction - INFO - Epoch [99][1420/2825] lr: 7.500e-05, eta: 1:13:35, time: 0.968, data_time: 0.002, memory: 8353, top1_acc: 0.6758, top5_acc: 0.8646, loss_cls: 1.3871, loss: 1.3871, grad_norm: 7.4956 2020-10-04 06:04:24,998 - mmaction - INFO - Epoch [99][1440/2825] lr: 7.500e-05, eta: 1:13:14, time: 1.020, data_time: 0.003, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8536, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.7011 2020-10-04 06:04:45,895 - mmaction - INFO - Epoch [99][1460/2825] lr: 7.500e-05, eta: 1:12:53, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8589, loss_cls: 1.3900, loss: 1.3900, grad_norm: 7.5837 2020-10-04 06:05:05,174 - mmaction - INFO - Epoch [99][1480/2825] lr: 7.500e-05, eta: 1:12:32, time: 0.964, data_time: 0.002, memory: 8353, top1_acc: 0.6716, top5_acc: 0.8638, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.6835 2020-10-04 06:05:27,111 - mmaction - INFO - Epoch [99][1500/2825] lr: 7.500e-05, eta: 1:12:11, time: 1.096, data_time: 0.002, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8464, loss_cls: 1.4671, loss: 1.4671, grad_norm: 7.6110 2020-10-04 06:05:47,082 - mmaction - INFO - Epoch [99][1520/2825] lr: 7.500e-05, eta: 1:11:50, time: 0.999, data_time: 0.002, memory: 8353, top1_acc: 0.6745, top5_acc: 0.8568, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.4955 2020-10-04 06:06:07,722 - mmaction - INFO - Epoch [99][1540/2825] lr: 7.500e-05, eta: 1:11:29, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6534, top5_acc: 0.8469, loss_cls: 1.4667, loss: 1.4667, grad_norm: 7.7416 2020-10-04 06:06:29,835 - mmaction - INFO - Epoch [99][1560/2825] lr: 7.500e-05, eta: 1:11:09, time: 1.106, data_time: 0.002, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8594, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.6852 2020-10-04 06:06:50,889 - mmaction - INFO - Epoch [99][1580/2825] lr: 7.500e-05, eta: 1:10:48, time: 1.053, data_time: 0.001, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8607, loss_cls: 1.3858, loss: 1.3858, grad_norm: 7.5839 2020-10-04 06:07:11,208 - mmaction - INFO - Epoch [99][1600/2825] lr: 7.500e-05, eta: 1:10:27, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4661, loss: 1.4661, grad_norm: 7.7704 2020-10-04 06:07:32,319 - mmaction - INFO - Epoch [99][1620/2825] lr: 7.500e-05, eta: 1:10:06, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8500, loss_cls: 1.4522, loss: 1.4522, grad_norm: 7.7725 2020-10-04 06:07:52,715 - mmaction - INFO - Epoch [99][1640/2825] lr: 7.500e-05, eta: 1:09:45, time: 1.020, data_time: 0.001, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8477, loss_cls: 1.4527, loss: 1.4527, grad_norm: 7.7015 2020-10-04 06:08:12,826 - mmaction - INFO - Epoch [99][1660/2825] lr: 7.500e-05, eta: 1:09:24, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.5076, loss: 1.5076, grad_norm: 7.7253 2020-10-04 06:08:33,678 - mmaction - INFO - Epoch [99][1680/2825] lr: 7.500e-05, eta: 1:09:03, time: 1.043, data_time: 0.003, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8497, loss_cls: 1.4797, loss: 1.4797, grad_norm: 7.7528 2020-10-04 06:08:53,680 - mmaction - INFO - Epoch [99][1700/2825] lr: 7.500e-05, eta: 1:08:42, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8497, loss_cls: 1.4230, loss: 1.4230, grad_norm: 7.7996 2020-10-04 06:09:14,183 - mmaction - INFO - Epoch [99][1720/2825] lr: 7.500e-05, eta: 1:08:22, time: 1.026, data_time: 0.002, memory: 8353, top1_acc: 0.6750, top5_acc: 0.8622, loss_cls: 1.3888, loss: 1.3888, grad_norm: 7.5626 2020-10-04 06:09:35,586 - mmaction - INFO - Epoch [99][1740/2825] lr: 7.500e-05, eta: 1:08:01, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8466, loss_cls: 1.4527, loss: 1.4527, grad_norm: 7.6043 2020-10-04 06:09:55,349 - mmaction - INFO - Epoch [99][1760/2825] lr: 7.500e-05, eta: 1:07:40, time: 0.988, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8487, loss_cls: 1.4622, loss: 1.4622, grad_norm: 7.8137 2020-10-04 06:10:15,978 - mmaction - INFO - Epoch [99][1780/2825] lr: 7.500e-05, eta: 1:07:19, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6693, top5_acc: 0.8599, loss_cls: 1.3844, loss: 1.3844, grad_norm: 7.4877 2020-10-04 06:10:38,511 - mmaction - INFO - Epoch [99][1800/2825] lr: 7.500e-05, eta: 1:06:58, time: 1.127, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8565, loss_cls: 1.3974, loss: 1.3974, grad_norm: 7.5002 2020-10-04 06:10:58,448 - mmaction - INFO - Epoch [99][1820/2825] lr: 7.500e-05, eta: 1:06:37, time: 0.997, data_time: 0.002, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8378, loss_cls: 1.4780, loss: 1.4780, grad_norm: 7.7673 2020-10-04 06:11:18,110 - mmaction - INFO - Epoch [99][1840/2825] lr: 7.500e-05, eta: 1:06:16, time: 0.982, data_time: 0.051, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8484, loss_cls: 1.4156, loss: 1.4156, grad_norm: 7.6453 2020-10-04 06:11:38,727 - mmaction - INFO - Epoch [99][1860/2825] lr: 7.500e-05, eta: 1:05:55, time: 1.031, data_time: 0.005, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8484, loss_cls: 1.4544, loss: 1.4544, grad_norm: 7.7191 2020-10-04 06:11:59,921 - mmaction - INFO - Epoch [99][1880/2825] lr: 7.500e-05, eta: 1:05:35, time: 1.060, data_time: 0.002, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8521, loss_cls: 1.4567, loss: 1.4567, grad_norm: 7.6757 2020-10-04 06:12:20,715 - mmaction - INFO - Epoch [99][1900/2825] lr: 7.500e-05, eta: 1:05:14, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8542, loss_cls: 1.3977, loss: 1.3977, grad_norm: 7.6165 2020-10-04 06:12:42,633 - mmaction - INFO - Epoch [99][1920/2825] lr: 7.500e-05, eta: 1:04:53, time: 1.097, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8430, loss_cls: 1.4805, loss: 1.4805, grad_norm: 7.7109 2020-10-04 06:13:02,843 - mmaction - INFO - Epoch [99][1940/2825] lr: 7.500e-05, eta: 1:04:32, time: 1.009, data_time: 0.001, memory: 8353, top1_acc: 0.6596, top5_acc: 0.8495, loss_cls: 1.4606, loss: 1.4606, grad_norm: 7.6744 2020-10-04 06:13:23,137 - mmaction - INFO - Epoch [99][1960/2825] lr: 7.500e-05, eta: 1:04:11, time: 1.015, data_time: 0.002, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8385, loss_cls: 1.4853, loss: 1.4853, grad_norm: 7.7375 2020-10-04 06:13:44,229 - mmaction - INFO - Epoch [99][1980/2825] lr: 7.500e-05, eta: 1:03:50, time: 1.055, data_time: 0.002, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8505, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.7041 2020-10-04 06:14:04,406 - mmaction - INFO - Epoch [99][2000/2825] lr: 7.500e-05, eta: 1:03:29, time: 1.008, data_time: 0.001, memory: 8353, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3809, loss: 1.3809, grad_norm: 7.5669 2020-10-04 06:14:24,534 - mmaction - INFO - Epoch [99][2020/2825] lr: 7.500e-05, eta: 1:03:08, time: 1.007, data_time: 0.002, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4249, loss: 1.4249, grad_norm: 7.5394 2020-10-04 06:14:44,433 - mmaction - INFO - Epoch [99][2040/2825] lr: 7.500e-05, eta: 1:02:48, time: 0.994, data_time: 0.060, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8599, loss_cls: 1.4096, loss: 1.4096, grad_norm: 7.5441 2020-10-04 06:15:05,207 - mmaction - INFO - Epoch [99][2060/2825] lr: 7.500e-05, eta: 1:02:27, time: 1.040, data_time: 0.142, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8451, loss_cls: 1.4763, loss: 1.4763, grad_norm: 7.7152 2020-10-04 06:15:26,458 - mmaction - INFO - Epoch [99][2080/2825] lr: 7.500e-05, eta: 1:02:06, time: 1.063, data_time: 0.008, memory: 8353, top1_acc: 0.6487, top5_acc: 0.8430, loss_cls: 1.5212, loss: 1.5212, grad_norm: 7.9658 2020-10-04 06:15:46,126 - mmaction - INFO - Epoch [99][2100/2825] lr: 7.500e-05, eta: 1:01:45, time: 0.983, data_time: 0.008, memory: 8353, top1_acc: 0.6557, top5_acc: 0.8474, loss_cls: 1.4506, loss: 1.4506, grad_norm: 7.6911 2020-10-04 06:16:07,310 - mmaction - INFO - Epoch [99][2120/2825] lr: 7.500e-05, eta: 1:01:24, time: 1.059, data_time: 0.139, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8542, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.7079 2020-10-04 06:16:28,158 - mmaction - INFO - Epoch [99][2140/2825] lr: 7.500e-05, eta: 1:01:03, time: 1.043, data_time: 0.285, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8536, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.6636 2020-10-04 06:16:48,994 - mmaction - INFO - Epoch [99][2160/2825] lr: 7.500e-05, eta: 1:00:42, time: 1.041, data_time: 0.211, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8536, loss_cls: 1.4314, loss: 1.4314, grad_norm: 7.6165 2020-10-04 06:17:09,060 - mmaction - INFO - Epoch [99][2180/2825] lr: 7.500e-05, eta: 1:00:21, time: 1.004, data_time: 0.088, memory: 8353, top1_acc: 0.6669, top5_acc: 0.8505, loss_cls: 1.4244, loss: 1.4244, grad_norm: 7.5152 2020-10-04 06:17:29,416 - mmaction - INFO - Epoch [99][2200/2825] lr: 7.500e-05, eta: 1:00:01, time: 1.017, data_time: 0.009, memory: 8353, top1_acc: 0.6690, top5_acc: 0.8419, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.6538 2020-10-04 06:17:50,333 - mmaction - INFO - Epoch [99][2220/2825] lr: 7.500e-05, eta: 0:59:40, time: 1.046, data_time: 0.057, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8484, loss_cls: 1.4522, loss: 1.4522, grad_norm: 7.7992 2020-10-04 06:18:11,521 - mmaction - INFO - Epoch [99][2240/2825] lr: 7.500e-05, eta: 0:59:19, time: 1.059, data_time: 0.081, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8482, loss_cls: 1.4808, loss: 1.4808, grad_norm: 7.7705 2020-10-04 06:18:31,018 - mmaction - INFO - Epoch [99][2260/2825] lr: 7.500e-05, eta: 0:58:58, time: 0.975, data_time: 0.023, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8594, loss_cls: 1.3792, loss: 1.3792, grad_norm: 7.5182 2020-10-04 06:18:52,040 - mmaction - INFO - Epoch [99][2280/2825] lr: 7.500e-05, eta: 0:58:37, time: 1.051, data_time: 0.004, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8503, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.7589 2020-10-04 06:19:13,852 - mmaction - INFO - Epoch [99][2300/2825] lr: 7.500e-05, eta: 0:58:16, time: 1.091, data_time: 0.057, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8466, loss_cls: 1.4693, loss: 1.4693, grad_norm: 7.9519 2020-10-04 06:19:33,911 - mmaction - INFO - Epoch [99][2320/2825] lr: 7.500e-05, eta: 0:57:55, time: 1.002, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8583, loss_cls: 1.4279, loss: 1.4279, grad_norm: 7.6221 2020-10-04 06:19:54,880 - mmaction - INFO - Epoch [99][2340/2825] lr: 7.500e-05, eta: 0:57:34, time: 1.049, data_time: 0.002, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8604, loss_cls: 1.4152, loss: 1.4152, grad_norm: 7.5952 2020-10-04 06:20:15,800 - mmaction - INFO - Epoch [99][2360/2825] lr: 7.500e-05, eta: 0:57:13, time: 1.046, data_time: 0.002, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8508, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.7519 2020-10-04 06:20:35,541 - mmaction - INFO - Epoch [99][2380/2825] lr: 7.500e-05, eta: 0:56:53, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8466, loss_cls: 1.4998, loss: 1.4998, grad_norm: 7.7571 2020-10-04 06:20:57,471 - mmaction - INFO - Epoch [99][2400/2825] lr: 7.500e-05, eta: 0:56:32, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6747, top5_acc: 0.8648, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.5741 2020-10-04 06:21:16,577 - mmaction - INFO - Epoch [99][2420/2825] lr: 7.500e-05, eta: 0:56:11, time: 0.955, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8570, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.6558 2020-10-04 06:21:38,311 - mmaction - INFO - Epoch [99][2440/2825] lr: 7.500e-05, eta: 0:55:50, time: 1.087, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3952, loss: 1.3952, grad_norm: 7.6534 2020-10-04 06:21:58,952 - mmaction - INFO - Epoch [99][2460/2825] lr: 7.500e-05, eta: 0:55:29, time: 1.032, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8565, loss_cls: 1.4050, loss: 1.4050, grad_norm: 7.6936 2020-10-04 06:22:19,172 - mmaction - INFO - Epoch [99][2480/2825] lr: 7.500e-05, eta: 0:55:08, time: 1.011, data_time: 0.001, memory: 8353, top1_acc: 0.6750, top5_acc: 0.8534, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.5843 2020-10-04 06:22:40,774 - mmaction - INFO - Epoch [99][2500/2825] lr: 7.500e-05, eta: 0:54:47, time: 1.079, data_time: 0.002, memory: 8353, top1_acc: 0.6385, top5_acc: 0.8401, loss_cls: 1.4794, loss: 1.4794, grad_norm: 7.8828 2020-10-04 06:23:02,033 - mmaction - INFO - Epoch [99][2520/2825] lr: 7.500e-05, eta: 0:54:26, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4875, loss: 1.4875, grad_norm: 7.7541 2020-10-04 06:23:22,071 - mmaction - INFO - Epoch [99][2540/2825] lr: 7.500e-05, eta: 0:54:06, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8557, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.5283 2020-10-04 06:23:42,077 - mmaction - INFO - Epoch [99][2560/2825] lr: 7.500e-05, eta: 0:53:45, time: 1.001, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8469, loss_cls: 1.4461, loss: 1.4461, grad_norm: 7.6523 2020-10-04 06:24:02,957 - mmaction - INFO - Epoch [99][2580/2825] lr: 7.500e-05, eta: 0:53:24, time: 1.044, data_time: 0.001, memory: 8353, top1_acc: 0.6529, top5_acc: 0.8547, loss_cls: 1.4275, loss: 1.4275, grad_norm: 7.7892 2020-10-04 06:24:23,033 - mmaction - INFO - Epoch [99][2600/2825] lr: 7.500e-05, eta: 0:53:03, time: 1.003, data_time: 0.001, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4147, loss: 1.4147, grad_norm: 7.6421 2020-10-04 06:24:44,611 - mmaction - INFO - Epoch [99][2620/2825] lr: 7.500e-05, eta: 0:52:42, time: 1.079, data_time: 0.008, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8479, loss_cls: 1.4380, loss: 1.4380, grad_norm: 7.7564 2020-10-04 06:25:06,522 - mmaction - INFO - Epoch [99][2640/2825] lr: 7.500e-05, eta: 0:52:21, time: 1.096, data_time: 0.038, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8474, loss_cls: 1.4196, loss: 1.4196, grad_norm: 7.5039 2020-10-04 06:25:25,714 - mmaction - INFO - Epoch [99][2660/2825] lr: 7.500e-05, eta: 0:52:00, time: 0.960, data_time: 0.003, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8508, loss_cls: 1.4555, loss: 1.4555, grad_norm: 7.6090 2020-10-04 06:25:47,042 - mmaction - INFO - Epoch [99][2680/2825] lr: 7.500e-05, eta: 0:51:39, time: 1.067, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8589, loss_cls: 1.4163, loss: 1.4163, grad_norm: 7.8289 2020-10-04 06:26:08,167 - mmaction - INFO - Epoch [99][2700/2825] lr: 7.500e-05, eta: 0:51:19, time: 1.056, data_time: 0.002, memory: 8353, top1_acc: 0.6424, top5_acc: 0.8422, loss_cls: 1.5283, loss: 1.5283, grad_norm: 7.9253 2020-10-04 06:26:27,913 - mmaction - INFO - Epoch [99][2720/2825] lr: 7.500e-05, eta: 0:50:58, time: 0.986, data_time: 0.002, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8513, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.6873 2020-10-04 06:26:48,859 - mmaction - INFO - Epoch [99][2740/2825] lr: 7.500e-05, eta: 0:50:37, time: 1.049, data_time: 0.003, memory: 8353, top1_acc: 0.6375, top5_acc: 0.8422, loss_cls: 1.4948, loss: 1.4948, grad_norm: 7.8971 2020-10-04 06:27:08,828 - mmaction - INFO - Epoch [99][2760/2825] lr: 7.500e-05, eta: 0:50:16, time: 0.999, data_time: 0.033, memory: 8353, top1_acc: 0.6464, top5_acc: 0.8443, loss_cls: 1.4922, loss: 1.4922, grad_norm: 7.7398 2020-10-04 06:27:29,995 - mmaction - INFO - Epoch [99][2780/2825] lr: 7.500e-05, eta: 0:49:55, time: 1.058, data_time: 0.026, memory: 8353, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.6427 2020-10-04 06:27:49,922 - mmaction - INFO - Epoch [99][2800/2825] lr: 7.500e-05, eta: 0:49:34, time: 0.996, data_time: 0.045, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8568, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.7607 2020-10-04 06:28:10,755 - mmaction - INFO - Epoch [99][2820/2825] lr: 7.500e-05, eta: 0:49:13, time: 1.042, data_time: 0.033, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8521, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.6884 2020-10-04 06:28:16,873 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-10-04 06:29:04,096 - mmaction - INFO - Epoch [100][20/2825] lr: 7.500e-05, eta: 0:48:47, time: 2.344, data_time: 1.326, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8503, loss_cls: 1.4483, loss: 1.4483, grad_norm: 7.7794 2020-10-04 06:29:27,051 - mmaction - INFO - Epoch [100][40/2825] lr: 7.500e-05, eta: 0:48:27, time: 1.149, data_time: 0.003, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8552, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.7971 2020-10-04 06:29:46,385 - mmaction - INFO - Epoch [100][60/2825] lr: 7.500e-05, eta: 0:48:06, time: 0.965, data_time: 0.001, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8536, loss_cls: 1.3856, loss: 1.3856, grad_norm: 7.5752 2020-10-04 06:30:06,909 - mmaction - INFO - Epoch [100][80/2825] lr: 7.500e-05, eta: 0:47:45, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.6576, top5_acc: 0.8461, loss_cls: 1.4518, loss: 1.4518, grad_norm: 7.5814 2020-10-04 06:30:29,054 - mmaction - INFO - Epoch [100][100/2825] lr: 7.500e-05, eta: 0:47:24, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6794, top5_acc: 0.8599, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.6117 2020-10-04 06:30:48,383 - mmaction - INFO - Epoch [100][120/2825] lr: 7.500e-05, eta: 0:47:03, time: 0.967, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8531, loss_cls: 1.4609, loss: 1.4609, grad_norm: 7.9068 2020-10-04 06:31:09,889 - mmaction - INFO - Epoch [100][140/2825] lr: 7.500e-05, eta: 0:46:42, time: 1.076, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8487, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.7410 2020-10-04 06:31:30,912 - mmaction - INFO - Epoch [100][160/2825] lr: 7.500e-05, eta: 0:46:21, time: 1.050, data_time: 0.002, memory: 8353, top1_acc: 0.6656, top5_acc: 0.8635, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.7727 2020-10-04 06:31:52,358 - mmaction - INFO - Epoch [100][180/2825] lr: 7.500e-05, eta: 0:46:00, time: 1.073, data_time: 0.002, memory: 8353, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3889, loss: 1.3889, grad_norm: 7.6876 2020-10-04 06:32:11,813 - mmaction - INFO - Epoch [100][200/2825] lr: 7.500e-05, eta: 0:45:40, time: 0.973, data_time: 0.002, memory: 8353, top1_acc: 0.6591, top5_acc: 0.8438, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.7799 2020-10-04 06:32:31,576 - mmaction - INFO - Epoch [100][220/2825] lr: 7.500e-05, eta: 0:45:19, time: 0.988, data_time: 0.005, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8586, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.4292 2020-10-04 06:32:52,657 - mmaction - INFO - Epoch [100][240/2825] lr: 7.500e-05, eta: 0:44:58, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.7076 2020-10-04 06:33:13,144 - mmaction - INFO - Epoch [100][260/2825] lr: 7.500e-05, eta: 0:44:37, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6721, top5_acc: 0.8549, loss_cls: 1.4143, loss: 1.4143, grad_norm: 7.7126 2020-10-04 06:33:33,365 - mmaction - INFO - Epoch [100][280/2825] lr: 7.500e-05, eta: 0:44:16, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8406, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.8004 2020-10-04 06:33:54,050 - mmaction - INFO - Epoch [100][300/2825] lr: 7.500e-05, eta: 0:43:55, time: 1.033, data_time: 0.093, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8458, loss_cls: 1.4678, loss: 1.4678, grad_norm: 7.7906 2020-10-04 06:34:16,183 - mmaction - INFO - Epoch [100][320/2825] lr: 7.500e-05, eta: 0:43:34, time: 1.107, data_time: 0.014, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4695, loss: 1.4695, grad_norm: 7.7267 2020-10-04 06:34:36,091 - mmaction - INFO - Epoch [100][340/2825] lr: 7.500e-05, eta: 0:43:13, time: 0.996, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8536, loss_cls: 1.4440, loss: 1.4440, grad_norm: 7.8907 2020-10-04 06:34:56,187 - mmaction - INFO - Epoch [100][360/2825] lr: 7.500e-05, eta: 0:42:52, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8578, loss_cls: 1.4196, loss: 1.4196, grad_norm: 7.8461 2020-10-04 06:35:17,454 - mmaction - INFO - Epoch [100][380/2825] lr: 7.500e-05, eta: 0:42:32, time: 1.064, data_time: 0.002, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4614, loss: 1.4614, grad_norm: 7.7872 2020-10-04 06:35:38,695 - mmaction - INFO - Epoch [100][400/2825] lr: 7.500e-05, eta: 0:42:11, time: 1.061, data_time: 0.002, memory: 8353, top1_acc: 0.6643, top5_acc: 0.8628, loss_cls: 1.4113, loss: 1.4113, grad_norm: 7.6615 2020-10-04 06:35:59,022 - mmaction - INFO - Epoch [100][420/2825] lr: 7.500e-05, eta: 0:41:50, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.7436 2020-10-04 06:36:19,339 - mmaction - INFO - Epoch [100][440/2825] lr: 7.500e-05, eta: 0:41:29, time: 1.016, data_time: 0.001, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8544, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.6359 2020-10-04 06:36:40,299 - mmaction - INFO - Epoch [100][460/2825] lr: 7.500e-05, eta: 0:41:08, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8503, loss_cls: 1.4573, loss: 1.4573, grad_norm: 7.7395 2020-10-04 06:36:59,985 - mmaction - INFO - Epoch [100][480/2825] lr: 7.500e-05, eta: 0:40:47, time: 0.984, data_time: 0.001, memory: 8353, top1_acc: 0.6677, top5_acc: 0.8471, loss_cls: 1.4259, loss: 1.4259, grad_norm: 7.5863 2020-10-04 06:37:21,374 - mmaction - INFO - Epoch [100][500/2825] lr: 7.500e-05, eta: 0:40:26, time: 1.069, data_time: 0.001, memory: 8353, top1_acc: 0.6482, top5_acc: 0.8448, loss_cls: 1.4802, loss: 1.4802, grad_norm: 7.8066 2020-10-04 06:37:41,607 - mmaction - INFO - Epoch [100][520/2825] lr: 7.500e-05, eta: 0:40:05, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6505, top5_acc: 0.8534, loss_cls: 1.4514, loss: 1.4514, grad_norm: 7.7732 2020-10-04 06:38:02,743 - mmaction - INFO - Epoch [100][540/2825] lr: 7.500e-05, eta: 0:39:45, time: 1.058, data_time: 0.041, memory: 8353, top1_acc: 0.6659, top5_acc: 0.8523, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.7036 2020-10-04 06:38:23,514 - mmaction - INFO - Epoch [100][560/2825] lr: 7.500e-05, eta: 0:39:24, time: 1.038, data_time: 0.001, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4474, loss: 1.4474, grad_norm: 7.6788 2020-10-04 06:38:45,329 - mmaction - INFO - Epoch [100][580/2825] lr: 7.500e-05, eta: 0:39:03, time: 1.091, data_time: 0.021, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8424, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.8793 2020-10-04 06:39:04,045 - mmaction - INFO - Epoch [100][600/2825] lr: 7.500e-05, eta: 0:38:42, time: 0.936, data_time: 0.001, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8482, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.7878 2020-10-04 06:39:24,606 - mmaction - INFO - Epoch [100][620/2825] lr: 7.500e-05, eta: 0:38:21, time: 1.027, data_time: 0.327, memory: 8353, top1_acc: 0.6609, top5_acc: 0.8487, loss_cls: 1.4372, loss: 1.4372, grad_norm: 7.6091 2020-10-04 06:39:46,309 - mmaction - INFO - Epoch [100][640/2825] lr: 7.500e-05, eta: 0:38:00, time: 1.086, data_time: 0.457, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8583, loss_cls: 1.4055, loss: 1.4055, grad_norm: 7.6032 2020-10-04 06:40:06,659 - mmaction - INFO - Epoch [100][660/2825] lr: 7.500e-05, eta: 0:37:39, time: 1.016, data_time: 0.375, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8503, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.7074 2020-10-04 06:40:27,366 - mmaction - INFO - Epoch [100][680/2825] lr: 7.500e-05, eta: 0:37:18, time: 1.036, data_time: 0.423, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8529, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.8654 2020-10-04 06:40:47,946 - mmaction - INFO - Epoch [100][700/2825] lr: 7.500e-05, eta: 0:36:58, time: 1.029, data_time: 0.277, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8443, loss_cls: 1.4666, loss: 1.4666, grad_norm: 7.7437 2020-10-04 06:41:08,428 - mmaction - INFO - Epoch [100][720/2825] lr: 7.500e-05, eta: 0:36:37, time: 1.024, data_time: 0.005, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.6068 2020-10-04 06:41:29,197 - mmaction - INFO - Epoch [100][740/2825] lr: 7.500e-05, eta: 0:36:16, time: 1.038, data_time: 0.004, memory: 8353, top1_acc: 0.6594, top5_acc: 0.8487, loss_cls: 1.4478, loss: 1.4478, grad_norm: 7.8428 2020-10-04 06:41:50,411 - mmaction - INFO - Epoch [100][760/2825] lr: 7.500e-05, eta: 0:35:55, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8555, loss_cls: 1.4115, loss: 1.4115, grad_norm: 7.6529 2020-10-04 06:42:11,388 - mmaction - INFO - Epoch [100][780/2825] lr: 7.500e-05, eta: 0:35:34, time: 1.048, data_time: 0.001, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4625, loss: 1.4625, grad_norm: 7.7136 2020-10-04 06:42:31,833 - mmaction - INFO - Epoch [100][800/2825] lr: 7.500e-05, eta: 0:35:13, time: 1.023, data_time: 0.003, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8560, loss_cls: 1.3951, loss: 1.3951, grad_norm: 7.5929 2020-10-04 06:42:52,307 - mmaction - INFO - Epoch [100][820/2825] lr: 7.500e-05, eta: 0:34:52, time: 1.024, data_time: 0.002, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8531, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.6089 2020-10-04 06:43:13,163 - mmaction - INFO - Epoch [100][840/2825] lr: 7.500e-05, eta: 0:34:31, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6490, top5_acc: 0.8495, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.8791 2020-10-04 06:43:33,322 - mmaction - INFO - Epoch [100][860/2825] lr: 7.500e-05, eta: 0:34:11, time: 1.008, data_time: 0.002, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8456, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.7910 2020-10-04 06:43:54,631 - mmaction - INFO - Epoch [100][880/2825] lr: 7.500e-05, eta: 0:33:50, time: 1.066, data_time: 0.001, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8641, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.6060 2020-10-04 06:44:14,738 - mmaction - INFO - Epoch [100][900/2825] lr: 7.500e-05, eta: 0:33:29, time: 1.004, data_time: 0.001, memory: 8353, top1_acc: 0.6453, top5_acc: 0.8411, loss_cls: 1.4880, loss: 1.4880, grad_norm: 7.7321 2020-10-04 06:44:34,952 - mmaction - INFO - Epoch [100][920/2825] lr: 7.500e-05, eta: 0:33:08, time: 1.011, data_time: 0.002, memory: 8353, top1_acc: 0.6714, top5_acc: 0.8547, loss_cls: 1.4139, loss: 1.4139, grad_norm: 7.6917 2020-10-04 06:44:56,438 - mmaction - INFO - Epoch [100][940/2825] lr: 7.500e-05, eta: 0:32:47, time: 1.074, data_time: 0.002, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8487, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.6204 2020-10-04 06:45:16,683 - mmaction - INFO - Epoch [100][960/2825] lr: 7.500e-05, eta: 0:32:26, time: 1.012, data_time: 0.002, memory: 8353, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4495, loss: 1.4495, grad_norm: 7.7806 2020-10-04 06:45:37,564 - mmaction - INFO - Epoch [100][980/2825] lr: 7.500e-05, eta: 0:32:05, time: 1.045, data_time: 0.003, memory: 8353, top1_acc: 0.6833, top5_acc: 0.8557, loss_cls: 1.3769, loss: 1.3769, grad_norm: 7.4944 2020-10-04 06:45:59,303 - mmaction - INFO - Epoch [100][1000/2825] lr: 7.500e-05, eta: 0:31:44, time: 1.087, data_time: 0.001, memory: 8353, top1_acc: 0.6737, top5_acc: 0.8555, loss_cls: 1.3977, loss: 1.3977, grad_norm: 7.6150 2020-10-04 06:46:19,359 - mmaction - INFO - Epoch [100][1020/2825] lr: 7.500e-05, eta: 0:31:24, time: 1.003, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8474, loss_cls: 1.4307, loss: 1.4307, grad_norm: 7.7350 2020-10-04 06:46:39,639 - mmaction - INFO - Epoch [100][1040/2825] lr: 7.500e-05, eta: 0:31:03, time: 1.014, data_time: 0.001, memory: 8353, top1_acc: 0.6635, top5_acc: 0.8432, loss_cls: 1.4458, loss: 1.4458, grad_norm: 7.5601 2020-10-04 06:47:00,198 - mmaction - INFO - Epoch [100][1060/2825] lr: 7.500e-05, eta: 0:30:42, time: 1.029, data_time: 0.018, memory: 8353, top1_acc: 0.6667, top5_acc: 0.8474, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.6417 2020-10-04 06:47:21,474 - mmaction - INFO - Epoch [100][1080/2825] lr: 7.500e-05, eta: 0:30:21, time: 1.062, data_time: 0.002, memory: 8353, top1_acc: 0.6740, top5_acc: 0.8594, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.6115 2020-10-04 06:47:42,501 - mmaction - INFO - Epoch [100][1100/2825] lr: 7.500e-05, eta: 0:30:00, time: 1.052, data_time: 0.003, memory: 8353, top1_acc: 0.6698, top5_acc: 0.8549, loss_cls: 1.4070, loss: 1.4070, grad_norm: 7.7777 2020-10-04 06:48:02,346 - mmaction - INFO - Epoch [100][1120/2825] lr: 7.500e-05, eta: 0:29:39, time: 0.993, data_time: 0.061, memory: 8353, top1_acc: 0.6516, top5_acc: 0.8526, loss_cls: 1.4388, loss: 1.4388, grad_norm: 7.8938 2020-10-04 06:48:23,153 - mmaction - INFO - Epoch [100][1140/2825] lr: 7.500e-05, eta: 0:29:18, time: 1.040, data_time: 0.005, memory: 8353, top1_acc: 0.6661, top5_acc: 0.8620, loss_cls: 1.3907, loss: 1.3907, grad_norm: 7.5756 2020-10-04 06:48:45,181 - mmaction - INFO - Epoch [100][1160/2825] lr: 7.500e-05, eta: 0:28:57, time: 1.101, data_time: 0.006, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8466, loss_cls: 1.4896, loss: 1.4896, grad_norm: 7.8254 2020-10-04 06:49:04,771 - mmaction - INFO - Epoch [100][1180/2825] lr: 7.500e-05, eta: 0:28:37, time: 0.979, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8518, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.7618 2020-10-04 06:49:26,867 - mmaction - INFO - Epoch [100][1200/2825] lr: 7.500e-05, eta: 0:28:16, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6664, top5_acc: 0.8630, loss_cls: 1.3959, loss: 1.3959, grad_norm: 7.6276 2020-10-04 06:49:46,677 - mmaction - INFO - Epoch [100][1220/2825] lr: 7.500e-05, eta: 0:27:55, time: 0.991, data_time: 0.002, memory: 8353, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3795, loss: 1.3795, grad_norm: 7.5555 2020-10-04 06:50:06,947 - mmaction - INFO - Epoch [100][1240/2825] lr: 7.500e-05, eta: 0:27:34, time: 1.013, data_time: 0.003, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8474, loss_cls: 1.4454, loss: 1.4454, grad_norm: 7.7241 2020-10-04 06:50:27,459 - mmaction - INFO - Epoch [100][1260/2825] lr: 7.500e-05, eta: 0:27:13, time: 1.027, data_time: 0.003, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8417, loss_cls: 1.4830, loss: 1.4830, grad_norm: 7.6821 2020-10-04 06:50:48,598 - mmaction - INFO - Epoch [100][1280/2825] lr: 7.500e-05, eta: 0:26:52, time: 1.058, data_time: 0.001, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8490, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.7850 2020-10-04 06:51:09,769 - mmaction - INFO - Epoch [100][1300/2825] lr: 7.500e-05, eta: 0:26:31, time: 1.056, data_time: 0.026, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8518, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.5938 2020-10-04 06:51:30,483 - mmaction - INFO - Epoch [100][1320/2825] lr: 7.500e-05, eta: 0:26:10, time: 1.038, data_time: 0.010, memory: 8353, top1_acc: 0.6768, top5_acc: 0.8591, loss_cls: 1.4069, loss: 1.4069, grad_norm: 7.5564 2020-10-04 06:51:50,646 - mmaction - INFO - Epoch [100][1340/2825] lr: 7.500e-05, eta: 0:25:50, time: 1.007, data_time: 0.024, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8536, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.6310 2020-10-04 06:52:12,143 - mmaction - INFO - Epoch [100][1360/2825] lr: 7.500e-05, eta: 0:25:29, time: 1.075, data_time: 0.002, memory: 8353, top1_acc: 0.6755, top5_acc: 0.8589, loss_cls: 1.3885, loss: 1.3885, grad_norm: 7.6000 2020-10-04 06:52:31,760 - mmaction - INFO - Epoch [100][1380/2825] lr: 7.500e-05, eta: 0:25:08, time: 0.980, data_time: 0.002, memory: 8353, top1_acc: 0.6510, top5_acc: 0.8482, loss_cls: 1.4661, loss: 1.4661, grad_norm: 7.7518 2020-10-04 06:52:52,885 - mmaction - INFO - Epoch [100][1400/2825] lr: 7.500e-05, eta: 0:24:47, time: 1.057, data_time: 0.043, memory: 8353, top1_acc: 0.6742, top5_acc: 0.8542, loss_cls: 1.4060, loss: 1.4060, grad_norm: 7.5528 2020-10-04 06:53:13,655 - mmaction - INFO - Epoch [100][1420/2825] lr: 7.500e-05, eta: 0:24:26, time: 1.039, data_time: 0.036, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8453, loss_cls: 1.4531, loss: 1.4531, grad_norm: 7.6000 2020-10-04 06:53:34,113 - mmaction - INFO - Epoch [100][1440/2825] lr: 7.500e-05, eta: 0:24:05, time: 1.024, data_time: 0.011, memory: 8353, top1_acc: 0.6570, top5_acc: 0.8471, loss_cls: 1.4803, loss: 1.4803, grad_norm: 7.9652 2020-10-04 06:53:54,544 - mmaction - INFO - Epoch [100][1460/2825] lr: 7.500e-05, eta: 0:23:44, time: 1.021, data_time: 0.110, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8539, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.7470 2020-10-04 06:54:15,434 - mmaction - INFO - Epoch [100][1480/2825] lr: 7.500e-05, eta: 0:23:23, time: 1.044, data_time: 0.131, memory: 8353, top1_acc: 0.6552, top5_acc: 0.8461, loss_cls: 1.4472, loss: 1.4472, grad_norm: 7.6688 2020-10-04 06:54:36,958 - mmaction - INFO - Epoch [100][1500/2825] lr: 7.500e-05, eta: 0:23:03, time: 1.077, data_time: 0.002, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4297, loss: 1.4297, grad_norm: 7.6826 2020-10-04 06:54:57,172 - mmaction - INFO - Epoch [100][1520/2825] lr: 7.500e-05, eta: 0:22:42, time: 1.010, data_time: 0.001, memory: 8353, top1_acc: 0.6495, top5_acc: 0.8393, loss_cls: 1.4833, loss: 1.4833, grad_norm: 7.8849 2020-10-04 06:55:17,487 - mmaction - INFO - Epoch [100][1540/2825] lr: 7.500e-05, eta: 0:22:21, time: 1.016, data_time: 0.030, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8521, loss_cls: 1.4318, loss: 1.4318, grad_norm: 7.6034 2020-10-04 06:55:38,926 - mmaction - INFO - Epoch [100][1560/2825] lr: 7.500e-05, eta: 0:22:00, time: 1.072, data_time: 0.418, memory: 8353, top1_acc: 0.6703, top5_acc: 0.8521, loss_cls: 1.4068, loss: 1.4068, grad_norm: 7.4821 2020-10-04 06:55:59,463 - mmaction - INFO - Epoch [100][1580/2825] lr: 7.500e-05, eta: 0:21:39, time: 1.026, data_time: 0.409, memory: 8353, top1_acc: 0.6492, top5_acc: 0.8474, loss_cls: 1.4582, loss: 1.4582, grad_norm: 7.7492 2020-10-04 06:56:19,036 - mmaction - INFO - Epoch [100][1600/2825] lr: 7.500e-05, eta: 0:21:18, time: 0.979, data_time: 0.303, memory: 8353, top1_acc: 0.6747, top5_acc: 0.8536, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.5248 2020-10-04 06:56:42,155 - mmaction - INFO - Epoch [100][1620/2825] lr: 7.500e-05, eta: 0:20:57, time: 1.156, data_time: 0.228, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8492, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.7865 2020-10-04 06:57:02,191 - mmaction - INFO - Epoch [100][1640/2825] lr: 7.500e-05, eta: 0:20:36, time: 1.002, data_time: 0.216, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8547, loss_cls: 1.4210, loss: 1.4210, grad_norm: 7.6211 2020-10-04 06:57:22,336 - mmaction - INFO - Epoch [100][1660/2825] lr: 7.500e-05, eta: 0:20:15, time: 1.007, data_time: 0.323, memory: 8353, top1_acc: 0.6583, top5_acc: 0.8544, loss_cls: 1.4353, loss: 1.4353, grad_norm: 7.6942 2020-10-04 06:57:43,278 - mmaction - INFO - Epoch [100][1680/2825] lr: 7.500e-05, eta: 0:19:55, time: 1.048, data_time: 0.375, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8443, loss_cls: 1.4519, loss: 1.4519, grad_norm: 7.7348 2020-10-04 06:58:03,980 - mmaction - INFO - Epoch [100][1700/2825] lr: 7.500e-05, eta: 0:19:34, time: 1.033, data_time: 0.263, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8414, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.7289 2020-10-04 06:58:24,558 - mmaction - INFO - Epoch [100][1720/2825] lr: 7.500e-05, eta: 0:19:13, time: 1.030, data_time: 0.403, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8539, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.5960 2020-10-04 06:58:45,912 - mmaction - INFO - Epoch [100][1740/2825] lr: 7.500e-05, eta: 0:18:52, time: 1.068, data_time: 0.232, memory: 8353, top1_acc: 0.6682, top5_acc: 0.8505, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.7287 2020-10-04 06:59:06,791 - mmaction - INFO - Epoch [100][1760/2825] lr: 7.500e-05, eta: 0:18:31, time: 1.044, data_time: 0.382, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8466, loss_cls: 1.4764, loss: 1.4764, grad_norm: 7.8742 2020-10-04 06:59:26,746 - mmaction - INFO - Epoch [100][1780/2825] lr: 7.500e-05, eta: 0:18:10, time: 0.998, data_time: 0.261, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8484, loss_cls: 1.4351, loss: 1.4351, grad_norm: 7.7004 2020-10-04 06:59:46,875 - mmaction - INFO - Epoch [100][1800/2825] lr: 7.500e-05, eta: 0:17:49, time: 1.006, data_time: 0.125, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8534, loss_cls: 1.4020, loss: 1.4020, grad_norm: 7.5378 2020-10-04 07:00:07,838 - mmaction - INFO - Epoch [100][1820/2825] lr: 7.500e-05, eta: 0:17:28, time: 1.048, data_time: 0.063, memory: 8353, top1_acc: 0.6740, top5_acc: 0.8549, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.6405 2020-10-04 07:00:29,956 - mmaction - INFO - Epoch [100][1840/2825] lr: 7.500e-05, eta: 0:17:08, time: 1.106, data_time: 0.046, memory: 8353, top1_acc: 0.6523, top5_acc: 0.8487, loss_cls: 1.4536, loss: 1.4536, grad_norm: 7.7294 2020-10-04 07:00:52,496 - mmaction - INFO - Epoch [100][1860/2825] lr: 7.500e-05, eta: 0:16:47, time: 1.126, data_time: 0.043, memory: 8353, top1_acc: 0.6542, top5_acc: 0.8445, loss_cls: 1.4930, loss: 1.4930, grad_norm: 7.9383 2020-10-04 07:01:12,925 - mmaction - INFO - Epoch [100][1880/2825] lr: 7.500e-05, eta: 0:16:26, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8505, loss_cls: 1.4605, loss: 1.4605, grad_norm: 7.6891 2020-10-04 07:01:32,898 - mmaction - INFO - Epoch [100][1900/2825] lr: 7.500e-05, eta: 0:16:05, time: 0.998, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8503, loss_cls: 1.4722, loss: 1.4722, grad_norm: 7.8019 2020-10-04 07:01:54,966 - mmaction - INFO - Epoch [100][1920/2825] lr: 7.500e-05, eta: 0:15:44, time: 1.104, data_time: 0.002, memory: 8353, top1_acc: 0.6646, top5_acc: 0.8456, loss_cls: 1.4335, loss: 1.4335, grad_norm: 7.6206 2020-10-04 07:02:14,116 - mmaction - INFO - Epoch [100][1940/2825] lr: 7.500e-05, eta: 0:15:23, time: 0.958, data_time: 0.002, memory: 8353, top1_acc: 0.6654, top5_acc: 0.8482, loss_cls: 1.4444, loss: 1.4444, grad_norm: 7.7968 2020-10-04 07:02:36,461 - mmaction - INFO - Epoch [100][1960/2825] lr: 7.500e-05, eta: 0:15:02, time: 1.116, data_time: 0.001, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8474, loss_cls: 1.4395, loss: 1.4395, grad_norm: 7.6937 2020-10-04 07:02:56,568 - mmaction - INFO - Epoch [100][1980/2825] lr: 7.500e-05, eta: 0:14:41, time: 1.005, data_time: 0.002, memory: 8353, top1_acc: 0.6568, top5_acc: 0.8542, loss_cls: 1.4393, loss: 1.4393, grad_norm: 7.7891 2020-10-04 07:03:16,320 - mmaction - INFO - Epoch [100][2000/2825] lr: 7.500e-05, eta: 0:14:21, time: 0.987, data_time: 0.002, memory: 8353, top1_acc: 0.6719, top5_acc: 0.8690, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.5681 2020-10-04 07:03:37,813 - mmaction - INFO - Epoch [100][2020/2825] lr: 7.500e-05, eta: 0:14:00, time: 1.076, data_time: 0.003, memory: 8353, top1_acc: 0.6599, top5_acc: 0.8497, loss_cls: 1.4497, loss: 1.4497, grad_norm: 7.7683 2020-10-04 07:03:58,393 - mmaction - INFO - Epoch [100][2040/2825] lr: 7.500e-05, eta: 0:13:39, time: 1.028, data_time: 0.001, memory: 8353, top1_acc: 0.6674, top5_acc: 0.8625, loss_cls: 1.3951, loss: 1.3951, grad_norm: 7.5922 2020-10-04 07:04:18,670 - mmaction - INFO - Epoch [100][2060/2825] lr: 7.500e-05, eta: 0:13:18, time: 1.014, data_time: 0.002, memory: 8353, top1_acc: 0.6500, top5_acc: 0.8474, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.7392 2020-10-04 07:04:39,806 - mmaction - INFO - Epoch [100][2080/2825] lr: 7.500e-05, eta: 0:12:57, time: 1.058, data_time: 0.003, memory: 8353, top1_acc: 0.6547, top5_acc: 0.8503, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.6928 2020-10-04 07:05:00,507 - mmaction - INFO - Epoch [100][2100/2825] lr: 7.500e-05, eta: 0:12:36, time: 1.034, data_time: 0.001, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8510, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.9136 2020-10-04 07:05:20,216 - mmaction - INFO - Epoch [100][2120/2825] lr: 7.500e-05, eta: 0:12:15, time: 0.986, data_time: 0.003, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8539, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.7566 2020-10-04 07:05:41,888 - mmaction - INFO - Epoch [100][2140/2825] lr: 7.500e-05, eta: 0:11:54, time: 1.083, data_time: 0.002, memory: 8353, top1_acc: 0.6607, top5_acc: 0.8539, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.6320 2020-10-04 07:06:02,506 - mmaction - INFO - Epoch [100][2160/2825] lr: 7.500e-05, eta: 0:11:34, time: 1.031, data_time: 0.002, memory: 8353, top1_acc: 0.6555, top5_acc: 0.8503, loss_cls: 1.4504, loss: 1.4504, grad_norm: 7.6373 2020-10-04 07:06:22,948 - mmaction - INFO - Epoch [100][2180/2825] lr: 7.500e-05, eta: 0:11:13, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6604, top5_acc: 0.8503, loss_cls: 1.4651, loss: 1.4651, grad_norm: 7.7961 2020-10-04 07:06:44,036 - mmaction - INFO - Epoch [100][2200/2825] lr: 7.500e-05, eta: 0:10:52, time: 1.054, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.7017 2020-10-04 07:07:04,893 - mmaction - INFO - Epoch [100][2220/2825] lr: 7.500e-05, eta: 0:10:31, time: 1.043, data_time: 0.002, memory: 8353, top1_acc: 0.6620, top5_acc: 0.8536, loss_cls: 1.4522, loss: 1.4522, grad_norm: 7.8163 2020-10-04 07:07:25,946 - mmaction - INFO - Epoch [100][2240/2825] lr: 7.500e-05, eta: 0:10:10, time: 1.052, data_time: 0.006, memory: 8353, top1_acc: 0.6638, top5_acc: 0.8523, loss_cls: 1.4329, loss: 1.4329, grad_norm: 7.7945 2020-10-04 07:07:46,387 - mmaction - INFO - Epoch [100][2260/2825] lr: 7.500e-05, eta: 0:09:49, time: 1.022, data_time: 0.002, memory: 8353, top1_acc: 0.6578, top5_acc: 0.8589, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.7379 2020-10-04 07:08:07,082 - mmaction - INFO - Epoch [100][2280/2825] lr: 7.500e-05, eta: 0:09:28, time: 1.036, data_time: 0.002, memory: 8353, top1_acc: 0.6565, top5_acc: 0.8516, loss_cls: 1.4414, loss: 1.4414, grad_norm: 7.6188 2020-10-04 07:08:28,398 - mmaction - INFO - Epoch [100][2300/2825] lr: 7.500e-05, eta: 0:09:07, time: 1.065, data_time: 0.001, memory: 8353, top1_acc: 0.6513, top5_acc: 0.8513, loss_cls: 1.4541, loss: 1.4541, grad_norm: 7.7175 2020-10-04 07:08:48,338 - mmaction - INFO - Epoch [100][2320/2825] lr: 7.500e-05, eta: 0:08:47, time: 0.996, data_time: 0.001, memory: 8353, top1_acc: 0.6518, top5_acc: 0.8531, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.6412 2020-10-04 07:09:09,019 - mmaction - INFO - Epoch [100][2340/2825] lr: 7.500e-05, eta: 0:08:26, time: 1.035, data_time: 0.003, memory: 8353, top1_acc: 0.6549, top5_acc: 0.8490, loss_cls: 1.4475, loss: 1.4475, grad_norm: 7.8868 2020-10-04 07:09:30,392 - mmaction - INFO - Epoch [100][2360/2825] lr: 7.500e-05, eta: 0:08:05, time: 1.069, data_time: 0.003, memory: 8353, top1_acc: 0.6612, top5_acc: 0.8544, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.7698 2020-10-04 07:09:50,324 - mmaction - INFO - Epoch [100][2380/2825] lr: 7.500e-05, eta: 0:07:44, time: 0.995, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8591, loss_cls: 1.4156, loss: 1.4156, grad_norm: 7.7022 2020-10-04 07:10:10,922 - mmaction - INFO - Epoch [100][2400/2825] lr: 7.500e-05, eta: 0:07:23, time: 1.031, data_time: 0.003, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8562, loss_cls: 1.4121, loss: 1.4121, grad_norm: 7.5383 2020-10-04 07:10:32,099 - mmaction - INFO - Epoch [100][2420/2825] lr: 7.500e-05, eta: 0:07:02, time: 1.059, data_time: 0.034, memory: 8353, top1_acc: 0.6724, top5_acc: 0.8513, loss_cls: 1.4036, loss: 1.4036, grad_norm: 7.5293 2020-10-04 07:10:52,456 - mmaction - INFO - Epoch [100][2440/2825] lr: 7.500e-05, eta: 0:06:41, time: 1.018, data_time: 0.011, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8518, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.6987 2020-10-04 07:11:14,421 - mmaction - INFO - Epoch [100][2460/2825] lr: 7.500e-05, eta: 0:06:20, time: 1.098, data_time: 0.002, memory: 8353, top1_acc: 0.6531, top5_acc: 0.8435, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.8938 2020-10-04 07:11:34,313 - mmaction - INFO - Epoch [100][2480/2825] lr: 7.500e-05, eta: 0:06:00, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6680, top5_acc: 0.8557, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.6117 2020-10-04 07:11:54,069 - mmaction - INFO - Epoch [100][2500/2825] lr: 7.500e-05, eta: 0:05:39, time: 0.989, data_time: 0.003, memory: 8353, top1_acc: 0.6474, top5_acc: 0.8406, loss_cls: 1.5027, loss: 1.5027, grad_norm: 7.8822 2020-10-04 07:12:16,203 - mmaction - INFO - Epoch [100][2520/2825] lr: 7.500e-05, eta: 0:05:18, time: 1.107, data_time: 0.002, memory: 8353, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4210, loss: 1.4210, grad_norm: 7.5626 2020-10-04 07:12:36,235 - mmaction - INFO - Epoch [100][2540/2825] lr: 7.500e-05, eta: 0:04:57, time: 1.000, data_time: 0.002, memory: 8353, top1_acc: 0.6544, top5_acc: 0.8503, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.6566 2020-10-04 07:12:57,464 - mmaction - INFO - Epoch [100][2560/2825] lr: 7.500e-05, eta: 0:04:36, time: 1.063, data_time: 0.003, memory: 8353, top1_acc: 0.6628, top5_acc: 0.8586, loss_cls: 1.4030, loss: 1.4030, grad_norm: 7.5923 2020-10-04 07:13:18,732 - mmaction - INFO - Epoch [100][2580/2825] lr: 7.500e-05, eta: 0:04:15, time: 1.064, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8495, loss_cls: 1.4570, loss: 1.4570, grad_norm: 7.8624 2020-10-04 07:13:38,034 - mmaction - INFO - Epoch [100][2600/2825] lr: 7.500e-05, eta: 0:03:54, time: 0.965, data_time: 0.001, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8440, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.6360 2020-10-04 07:13:59,598 - mmaction - INFO - Epoch [100][2620/2825] lr: 7.500e-05, eta: 0:03:33, time: 1.078, data_time: 0.001, memory: 8353, top1_acc: 0.6630, top5_acc: 0.8508, loss_cls: 1.4161, loss: 1.4161, grad_norm: 7.6044 2020-10-04 07:14:20,097 - mmaction - INFO - Epoch [100][2640/2825] lr: 7.500e-05, eta: 0:03:13, time: 1.024, data_time: 0.001, memory: 8353, top1_acc: 0.6536, top5_acc: 0.8549, loss_cls: 1.4591, loss: 1.4591, grad_norm: 7.6489 2020-10-04 07:14:40,888 - mmaction - INFO - Epoch [100][2660/2825] lr: 7.500e-05, eta: 0:02:52, time: 1.039, data_time: 0.002, memory: 8353, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.4135, loss: 1.4135, grad_norm: 7.7286 2020-10-04 07:15:00,684 - mmaction - INFO - Epoch [100][2680/2825] lr: 7.500e-05, eta: 0:02:31, time: 0.990, data_time: 0.001, memory: 8353, top1_acc: 0.6622, top5_acc: 0.8628, loss_cls: 1.3966, loss: 1.3966, grad_norm: 7.6079 2020-10-04 07:15:22,962 - mmaction - INFO - Epoch [100][2700/2825] lr: 7.500e-05, eta: 0:02:10, time: 1.113, data_time: 0.001, memory: 8353, top1_acc: 0.6633, top5_acc: 0.8544, loss_cls: 1.4217, loss: 1.4217, grad_norm: 7.6732 2020-10-04 07:15:42,814 - mmaction - INFO - Epoch [100][2720/2825] lr: 7.500e-05, eta: 0:01:49, time: 0.993, data_time: 0.002, memory: 8353, top1_acc: 0.6581, top5_acc: 0.8456, loss_cls: 1.4756, loss: 1.4756, grad_norm: 7.8020 2020-10-04 07:16:03,146 - mmaction - INFO - Epoch [100][2740/2825] lr: 7.500e-05, eta: 0:01:28, time: 1.017, data_time: 0.002, memory: 8353, top1_acc: 0.6651, top5_acc: 0.8508, loss_cls: 1.4222, loss: 1.4222, grad_norm: 7.6838 2020-10-04 07:16:24,244 - mmaction - INFO - Epoch [100][2760/2825] lr: 7.500e-05, eta: 0:01:07, time: 1.055, data_time: 0.073, memory: 8353, top1_acc: 0.6586, top5_acc: 0.8411, loss_cls: 1.4851, loss: 1.4851, grad_norm: 7.7334 2020-10-04 07:16:45,248 - mmaction - INFO - Epoch [100][2780/2825] lr: 7.500e-05, eta: 0:00:46, time: 1.051, data_time: 0.434, memory: 8353, top1_acc: 0.6625, top5_acc: 0.8510, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.7015 2020-10-04 07:17:05,842 - mmaction - INFO - Epoch [100][2800/2825] lr: 7.500e-05, eta: 0:00:26, time: 1.029, data_time: 0.328, memory: 8353, top1_acc: 0.6560, top5_acc: 0.8445, loss_cls: 1.4802, loss: 1.4802, grad_norm: 7.9029 2020-10-04 07:17:26,279 - mmaction - INFO - Epoch [100][2820/2825] lr: 7.500e-05, eta: 0:00:05, time: 1.022, data_time: 0.156, memory: 8353, top1_acc: 0.6615, top5_acc: 0.8539, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.6289 2020-10-04 07:17:32,797 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-10-04 07:21:01,766 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 07:21:04,692 - mmaction - INFO - top1_acc 0.5997 top5_acc 0.8231 2020-10-04 07:21:04,692 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 07:21:04,879 - mmaction - INFO - mean_acc 0.5997 2020-10-04 07:21:04,893 - mmaction - INFO - Epoch(val) [100][2825] top1_acc: 0.5997, top5_acc: 0.8231, mean_class_accuracy: 0.5997